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Shyr D, Zhang BM, Saini G, Brewer SC. Exploring Pattern of Relapse in Pediatric Patients with Acute Lymphocytic Leukemia and Acute Myeloid Leukemia Undergoing Stem Cell Transplant Using Machine Learning Methods. J Clin Med 2024; 13:4021. [PMID: 39064061 PMCID: PMC11277799 DOI: 10.3390/jcm13144021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/02/2024] [Accepted: 07/05/2024] [Indexed: 07/28/2024] Open
Abstract
Background. Leukemic relapse remains the primary cause of treatment failure and death after allogeneic hematopoietic stem cell transplant. Changes in post-transplant donor chimerism have been identified as a predictor of relapse. A better predictive model of relapse incorporating donor chimerism has the potential to improve leukemia-free survival by allowing earlier initiation of post-transplant treatment on individual patients. We explored the use of machine learning, a suite of analytical methods focusing on pattern recognition, to improve post-transplant relapse prediction. Methods. Using a cohort of 63 pediatric patients with acute lymphocytic leukemia (ALL) and 46 patients with acute myeloid leukemia (AML) who underwent stem cell transplant at a single institution, we built predictive models of leukemic relapse with both pre-transplant and post-transplant patient variables (specifically lineage-specific chimerism) using the random forest classifier. Local Interpretable Model-Agnostic Explanations, an interpretable machine learning tool was used to confirm our random forest classification result. Results. Our analysis showed that a random forest model using these hyperparameter values achieved 85% accuracy, 85% sensitivity, 89% specificity for ALL, while for AML 81% accuracy, 75% sensitivity, and 100% specificity at predicting relapses within 24 months post-HSCT in cross validation. The Local Interpretable Model-Agnostic Explanations tool was able to confirm many variables that the random forest classifier identified as important for the relapse prediction. Conclusions. Machine learning methods can reveal the interaction of different risk factors of post-transplant leukemic relapse and robust predictions can be obtained even with a modest clinical dataset. The random forest classifier distinguished different important predictive factors between ALL and AML in our relapse models, consistent with previous knowledge, lending increased confidence to adopting machine learning prediction to clinical management.
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Affiliation(s)
- David Shyr
- Department of Pediatrics, Division of Pediatric Hematology/Oncology, Section of Stem Cell Transplant, Stanford University, Stanford, CA 94305, USA
| | - Bing M. Zhang
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Gopin Saini
- Stem Cell and Gene Therapy Clinical Trial Program, Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | - Simon C. Brewer
- Department of Geography, University of Utah, Salt Lake City, UT 84112, USA
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2
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Miura S, Ueda K, Minakawa K, Nollet KE, Ikeda K. Prospects and Potential for Chimerism Analysis after Allogeneic Hematopoietic Stem Cell Transplantation. Cells 2024; 13:993. [PMID: 38891125 PMCID: PMC11172215 DOI: 10.3390/cells13110993] [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: 05/21/2024] [Revised: 06/03/2024] [Accepted: 06/04/2024] [Indexed: 06/21/2024] Open
Abstract
Chimerism analysis after allogeneic hematopoietic stem cell transplantation serves to confirm engraftment, indicate relapse of hematologic malignancy, and attribute graft failure to either immune rejection or poor graft function. Short tandem repeat PCR (STR-PCR) is the prevailing method, followed by quantitative real-time PCR (qPCR), with detection limits of 1-5% and 0.1%, respectively. Chimerism assays using digital PCR or next-generation sequencing, both of which are more sensitive than STR-PCR, are increasingly used. Stable mixed chimerism is usually not associated with poor outcomes in non-malignant diseases, but recipient chimerism may foretell relapse of hematologic malignancies, so higher detection sensitivity may be beneficial in such cases. Thus, the need for and the type of intervention, e.g., immunosuppression regimen, donor lymphocyte infusion, and/or salvage second transplantation, should be guided by donor chimerism in the context of the feature and/or residual malignant cells of the disease to be treated.
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Affiliation(s)
- Saori Miura
- Department of Clinical Laboratory Sciences, Fukushima Medical University School of Health Sciences, Fukushima 960-8516, Japan
- Department of Blood Transfusion and Transplantation Immunology, Fukushima Medical University School of Medicine, Fukushima 960-1295, Japan
| | - Koki Ueda
- Department of Blood Transfusion and Transplantation Immunology, Fukushima Medical University School of Medicine, Fukushima 960-1295, Japan
| | - Keiji Minakawa
- Department of Blood Transfusion and Transplantation Immunology, Fukushima Medical University School of Medicine, Fukushima 960-1295, Japan
| | - Kenneth E. Nollet
- Department of Blood Transfusion and Transplantation Immunology, Fukushima Medical University School of Medicine, Fukushima 960-1295, Japan
| | - Kazuhiko Ikeda
- Department of Blood Transfusion and Transplantation Immunology, Fukushima Medical University School of Medicine, Fukushima 960-1295, Japan
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3
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Kanaan SB, Urselli F, Radich JP, Nelson JL. Ultrasensitive chimerism enhances measurable residual disease testing after allogeneic hematopoietic cell transplantation. Blood Adv 2023; 7:6066-6079. [PMID: 37467017 PMCID: PMC10582300 DOI: 10.1182/bloodadvances.2023010332] [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: 04/04/2023] [Revised: 06/15/2023] [Accepted: 07/12/2023] [Indexed: 07/20/2023] Open
Abstract
Increasing mixed chimerism (reemerging recipient cells) after allogeneic hematopoietic cell transplant (allo-HCT) can indicate relapse, the leading factor determining mortality in blood malignancies. Most clinical chimerism tests have limited sensitivity and are primarily designed to monitor engraftment. We developed a panel of quantitative polymerase chain reaction assays using TaqMan chemistry capable of quantifying chimerism in the order of 1 in a million. At such analytic sensitivity, we hypothesized that it could inform on relapse risk. As a proof-of-concept, we applied our panel to a retrospective cohort of patients with acute leukemia who underwent allo-HCT with known outcomes. Recipient cells in bone marrow aspirates (BMAs) remained detectable in 97.8% of tested samples. Absolute recipient chimerism proportions and rates at which these proportions increased in BMAs in the first 540 days after allo-HCT were associated with relapse. Detectable measurable residual disease (MRD) via flow cytometry in BMAs after allo-HCT showed limited correlation with relapse. This correlation noticeably strengthened when combined with increased recipient chimerism in BMAs, demonstrating the ability of our ultrasensitive chimerism assay to augment MRD data. Our technology reveals an underappreciated usefulness of clinical chimerism. Used side by side with MRD assays, it promises to improve identification of patients with the highest risk of disease reoccurrence for a chance of early intervention.
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Affiliation(s)
- Sami B. Kanaan
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
- Research and Development, Chimerocyte Inc, Seattle, WA
| | - Francesca Urselli
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
| | - Jerald P. Radich
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
- Division of Hematology and Oncology, Department of Medicine, University of Washington, Seattle, WA
| | - J. Lee Nelson
- Translational Science and Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, WA
- Research and Development, Chimerocyte Inc, Seattle, WA
- Division of Rheumatology, Department of Medicine, University of Washington, Seattle, WA
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4
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Baranwal A, Chhetri R, Yeung D, Clark M, Shah S, Litzow MR, Hogan WJ, Mangaonkar A, Alkhateeb HB, Singhal D, Cibich A, Bardy P, Kok CH, Hiwase DK, Shah MV. Factors predicting survival following alloSCT in patients with therapy-related AML and MDS: a multicenter study. Bone Marrow Transplant 2023; 58:769-776. [PMID: 37012415 DOI: 10.1038/s41409-023-01970-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 03/16/2023] [Accepted: 03/20/2023] [Indexed: 04/05/2023]
Abstract
Therapy-related myeloid neoplasms (t-MN) are aggressive myeloid neoplasms. Factors predicting post-allogeneic stem cell transplant (alloSCT) survival are not well-known. We studied the prognostic utility of factors at: t-MN diagnosis, pre-alloSCT, and post-alloSCT. Primary endpoints were 3-year overall survival (OS), relapse incidence (RI), and non-relapse mortality (NRM). Post-alloSCT OS did not differ between t-MDS and t-AML (20.1 vs. 19.6 months, P = 1), though t-MDS had a significantly higher 3-year RI compared to t-AML (45.1% vs. 26.9%, P = 0.03). In t-MDS, the presence of monosomy 5 (HR 3.63, P = 0.006) or monosomy 17 (HR 11.81, P = 0.01) pre-alloSCT were associated with higher RI. Complex karyotype was the only factor adversely influencing survival at all the timepoints. The inclusion of genetic information yielded 2 risk-categories: high-risk defined by the presence of pathogenic variants (PV) in (TP53/BCOR/IDH1/GATA2/BCORL1) and standard-risk (remainder of the patients) with 3-year post-alloSCT OS of 0% and 64.6%, respectively (P = 0.001). We concluded that while alloSCT was curative in a subset of t-MN patients, outcomes remained poor, specifically in the high-risk category. t-MDS patients, especially those with persistent disease pre-alloSCT were at increased risk of relapse. Disease-related factors at t-MN diagnosis were the most prognostic of post-alloSCT survival; utility of factors available later in the course, was incremental.
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Affiliation(s)
- Anmol Baranwal
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
- William J. von Leibig Center for Transplantation, Mayo Clinic, Rochester, MN, USA
| | - Rakchha Chhetri
- Royal Adelaide Hospital, Central Adelaide Local Health Network, Adelaide, SA, Australia
- University of Adelaide, Adelaide, SA, Australia
- Precision Medicine Theme, South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, Australia
| | - David Yeung
- Royal Adelaide Hospital, Central Adelaide Local Health Network, Adelaide, SA, Australia
- University of Adelaide, Adelaide, SA, Australia
- Precision Medicine Theme, South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, Australia
| | - Matthew Clark
- William J. von Leibig Center for Transplantation, Mayo Clinic, Rochester, MN, USA
| | - Syed Shah
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
| | - Mark R Litzow
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
- William J. von Leibig Center for Transplantation, Mayo Clinic, Rochester, MN, USA
| | - William J Hogan
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
- William J. von Leibig Center for Transplantation, Mayo Clinic, Rochester, MN, USA
| | - Abhishek Mangaonkar
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
- William J. von Leibig Center for Transplantation, Mayo Clinic, Rochester, MN, USA
| | - Hassan B Alkhateeb
- Division of Hematology, Mayo Clinic, Rochester, MN, USA
- William J. von Leibig Center for Transplantation, Mayo Clinic, Rochester, MN, USA
| | - Deepak Singhal
- Royal Adelaide Hospital, Central Adelaide Local Health Network, Adelaide, SA, Australia
- University of Adelaide, Adelaide, SA, Australia
| | - Alia Cibich
- Royal Adelaide Hospital, Central Adelaide Local Health Network, Adelaide, SA, Australia
| | - Peter Bardy
- Royal Adelaide Hospital, Central Adelaide Local Health Network, Adelaide, SA, Australia
- University of Adelaide, Adelaide, SA, Australia
| | - Chung H Kok
- University of Adelaide, Adelaide, SA, Australia
- Precision Medicine Theme, South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, Australia
| | - Devendra K Hiwase
- Royal Adelaide Hospital, Central Adelaide Local Health Network, Adelaide, SA, Australia.
- University of Adelaide, Adelaide, SA, Australia.
- Precision Medicine Theme, South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, Australia.
| | - Mithun Vinod Shah
- Division of Hematology, Mayo Clinic, Rochester, MN, USA.
- William J. von Leibig Center for Transplantation, Mayo Clinic, Rochester, MN, USA.
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5
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Ciurea SO, Kothari A, Sana S, Al Malki MM. The mythological chimera and new era of relapse prediction post-transplant. Blood Rev 2023; 57:100997. [PMID: 35961800 DOI: 10.1016/j.blre.2022.100997] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 07/13/2022] [Accepted: 07/21/2022] [Indexed: 01/28/2023]
Abstract
Allogeneic hemopoietic stem cell transplantation is the treatment of choice for high-risk or relapsed acute leukemia. However, unfortunately, relapse post-transplant continues to be the most common cause of treatment failure with 20-80% of patients relapsing based on disease risk and status at transplant. Advances in molecular profiling of different hematological malignancies have enabled us to monitor low level disease before and after transplant and develop a more personalized approach to the management of these disease including early detection post-transplant. While, in general, detectable disease by morphology remains the gold standard to diagnosing relapse, multiple approaches have allowed detection of cancer cells earlier, using peripheral blood-based methods with sensitivities as high as 1:106, together called minimal/measurable residual disease (MRD) detection. However, a in significant number of patients with acute leukemia where no such molecular markers exist it remains challenging to detect early relapse. In such patients who receive transplantation, chimerism monitoring remains the only option. An increase in mixed chimerism in post allogeneic HCT patients has been correlated with relapse in multiple studies. However, chimerism monitoring, while commonly accepted as a tool for assessing engraftment, has not been routinely used for relapse detection, at least in part because of the lack of standardized, high sensitivity, reliable methods for chimerism detection. In this paper, we review the various methods employed for MRD and chimerism detection post-transplant and discuss future trends in MRD and chimerism monitoring from the viewpoint of the practicing transplant physician.
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Affiliation(s)
- Stefan O Ciurea
- University of California Irvine, Orange, CA, United States of America.
| | | | - Sean Sana
- CareDx Inc., Brisbane, CA, United States of America
| | - Monzr M Al Malki
- City of Hope National Medical Center, Duarte, CA, United States of America
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6
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Lindahl H, Valentini D, Vonlanthen S, Sundin M, Björklund AT, Mielke S, Hauzenberger D. Early relapse prediction after allogeneic hematopoietic stem cell transplantation for acute lymphoblastic leukemia (ALL) using lineage-specific chimerism analysis. EJHAEM 2022; 3:1277-1286. [PMID: 36467849 PMCID: PMC9713209 DOI: 10.1002/jha2.568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/26/2022] [Accepted: 08/27/2022] [Indexed: 06/17/2023]
Abstract
Relapse is a major cause of treatment failure after hematopoietic stem cell transplantation (HSCT) for acute leukemia. Here, we report a monocentric retrospective study of all HSCTs for B cell acute lymphoblastic leukemia (ALL) performed during the years 2005-2021 (n = 138, including 51 children), aiming to identify the optimal use of lineage-specific recipient-donor chimerism analysis for prediction of relapse. In adults, relapse was associated with increased recipient chimerism in CD3+ bone marrow cells sampled at least 30 days before a relapse. Relapse could be predicted with a sensitivity of 73% and a specificity of 83%. Results were similar for children but with a higher recipient chimerism cutoff. Additionally, adults that had at least one chimerism value <0.12% in CD3+ peripheral blood cells within the first 60 days after HSCT had 89% probability of being relapse-free after 2-years compared to 64%. Results were similar for children but again necessitating a higher chimerism cutoff. These results suggest that high-sensitive lineage-specific chimerism analysis can be used for (1) early ALL relapse prediction by longitudinal chimerism monitoring in CD3+ bone marrow cells and (2) relapse risk stratification by analyzing CD3+ blood cells early post-HSCT.
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Affiliation(s)
- Hannes Lindahl
- Clinical Immunology and Transfusion MedicineKarolinska University HospitalStockholmSweden
- Department of Clinical NeuroscienceKarolinska InstitutetStockholmSweden
| | - Davide Valentini
- Department of Cellular Therapy and Allogeneic Stem Cell Transplantation (CAST)Karolinska University HospitalStockholmSweden
| | - Sofie Vonlanthen
- Clinical Immunology and Transfusion MedicineKarolinska University HospitalStockholmSweden
| | - Mikael Sundin
- Pediatric HematologyImmunology and HCTAstrid Lindgren Children's HospitalKarolinska University HospitalStockholmSweden
- PediatricsCLINTECKarolinska InstitutetStockholmSweden
| | - Andreas T. Björklund
- Department of Cellular Therapy and Allogeneic Stem Cell Transplantation (CAST)Karolinska University HospitalStockholmSweden
| | - Stephan Mielke
- Department of Cell Therapy and Allogeneic Stem Cell Transplantation (CAST)Department of Laboratory Medicine (LabMED)Karolinska University Hospital and InstitutetKarolinska Comprehensive Cancer CenterStockholmSweden
| | - Dan Hauzenberger
- Clinical Immunology and Transfusion MedicineKarolinska University HospitalStockholmSweden
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7
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Martínez-Romera I, Galán-Gómez V, González-Martínez B, Guerra García P, San Román Pacheco S, Corral Sánchez D, Mozo del Castillo Y, Bueno Sánchez D, Sisinni L, González Guerrero A, Castellano Dámaso S, Sánchez Zapardiel E, Ruz Caracuel B, Balas Pérez A, Pérez-Martínez A. CD19+ lineage chimerism, an early biomarker after anti-CD19 CAR-T cell therapy in patients previously receiving a hematopoietic stem cell transplantation. Front Immunol 2022; 13:960412. [PMID: 36003375 PMCID: PMC9393474 DOI: 10.3389/fimmu.2022.960412] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 07/11/2022] [Indexed: 11/13/2022] Open
Abstract
Treatment targeting CD19 by a chimeric antigen receptor expressed on T cells (anti-CD19 CAR-T) has led to a breakthrough in the management and treatment of relapsed and refractory B- cell acute lymphoblastic leukemia (B-ALL). After infusion, the efficacy of anti-CD19 CAR-T is monitored by bone marrow negative minimal residual disease and the absence of peripheral CD19+ B lymphocytes (B-cell aplasia). In patients who have received an allogenic Hematopoietic Stem Cell Transplantation (HSCT) prior to treatment with anti-CD19 CAR-T, monitoring lineage-specific chimerism could be helpful. We found that on 4 patients who received anti-CD19 CAR-T cells after HSCT and achieved early complete response, CD19+ lineage mixed chimerism but not CD3+ lineage mixed chimerism monitored by molecular techniques anticipated earlier than B-cell aplasia determined by flow cytometry, lack of effectiveness of anti-CD19 CAR-T and leukemia relapse. Donor lymphocyte infusions (DLIs) did not prevent relapse but recovered CD3+ full donor chimerism. We suggest that continuous lineage chimerism analysis should be done routinely in patients who receive anti-CD19 CAR-T cells after HSCT and achieve complete remission because it can support early treatment intervention. However, the role of DLI in this setting is unclear, so further prospective studies should be developed.
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Affiliation(s)
- Isabel Martínez-Romera
- Pediatric Hematology and Oncology Department, La Paz University Hospital, Madrid, Spain
- *Correspondence: Isabel Martínez-Romera,
| | - Víctor Galán-Gómez
- Pediatric Hematology and Oncology Department, La Paz University Hospital, Madrid, Spain
| | | | - Pilar Guerra García
- Pediatric Hematology and Oncology Department, La Paz University Hospital, Madrid, Spain
| | | | | | | | - David Bueno Sánchez
- Pediatric Hematology and Oncology Department, La Paz University Hospital, Madrid, Spain
| | - Luisa Sisinni
- Pediatric Hematology and Oncology Department, La Paz University Hospital, Madrid, Spain
| | | | | | | | - Beatriz Ruz Caracuel
- Institute of Medical and Molecular Genetics (INGEMM), La Paz University Hospital, Madrid, Spain
| | | | - Antonio Pérez-Martínez
- Pediatric Hematology and Oncology Department, La Paz University Hospital, Madrid, Spain
- La Paz University Hospital Research Institute (IdiPAZ), Madrid, Spain
- Pediatric Department, Universidad Autónoma, Madrid, Spain
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8
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Kricke S, Rao K, Adams S. The significance of mixed chimaerism and cell lineage chimaerism monitoring in paediatric patients post haematopoietic stem cell transplant. Br J Haematol 2022; 198:625-640. [PMID: 35421255 DOI: 10.1111/bjh.18190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 03/23/2022] [Accepted: 03/25/2022] [Indexed: 11/28/2022]
Abstract
Haematopoietic stem cell transplants (HSCTs) are carried out across the world to treat haematological and immunological diseases which would otherwise prove fatal. Certain diseases are predominantly encountered in paediatric patients, such severe primary immunodeficiencies (PID) and diseases of inborn errors of metabolism (IEM). Chimaerism testing for these disorders has different considerations compared to adult diseases. This review focuses on the importance of cell-lineage-specific chimaerism testing and examines the appropriate cell populations to be assessed in individual paediatric patient groups. By analysing disease-associated subpopulations, abnormalities are identified significantly earlier than in whole samples and targeted clinical decisions can be made. Chimaerism methods have evolved over time and lead to an ever-increasing level of sensitivity and biomarker arrays to distinguish between recipient and donor cells. Short tandem repeat (STR) is still the gold standard for routine chimaerism assessment, and hypersensitive methods such as quantitative and digital polymerase chain reaction (PCR) are leading the forefront of microchimaerism testing. The rise of molecular methods operating with minute DNA amounts has been hugely beneficial to chimaerism testing of paediatric samples. As HSCTs are becoming increasingly personalised and risk-adjusted towards a child's individual needs, chimaerism testing needs to adapt alongside these medical advances ensuring the best possible care.
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Affiliation(s)
- Susanne Kricke
- Specialist Integrated Haematology and Malignancy Diagnostic Service, Department of Haematology, Great Ormond Street Hospital for Children, London, UK
| | - Kanchan Rao
- Department of Blood and Marrow Transplantation, Great Ormond Street Hospital for Children, London, UK
| | - Stuart Adams
- Specialist Integrated Haematology and Malignancy Diagnostic Service, Department of Haematology, Great Ormond Street Hospital for Children, London, UK
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9
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Blouin AG, Askar M. Chimerism analysis for clinicians: a review of the literature and worldwide practices. Bone Marrow Transplant 2022; 57:347-359. [PMID: 35082369 DOI: 10.1038/s41409-022-01579-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 12/18/2021] [Accepted: 01/12/2022] [Indexed: 11/09/2022]
Abstract
This review highlights literature pertinent to chimerism analysis in the context of hematopoietic cell transplantation (HCT). We also conducted a survey of testing practices of program members of CIBMTR worldwide. Questions included testing methods, time points, specimen type, cell lineage tested and testing indications. Recent literature suggests that detection of low level mixed chimerism has a clinical utility in predicting relapse. There is also increasing recognition of HLA loss relapse to potentially guide rescue decisions in cases of relapse. These developments coincide with wider access to high sensitivity next generation sequencing (NGS) in clinical laboratories. Our survey revealed a heterogeneity in practices as well as in findings and conclusions of published studies. Although the most commonly used method is STR, studies support more sensitive methods such as NGS, especially for predicting relapse. There is no conclusive evidence to support testing chimerism in BM over PB, particularly when using a high sensitivity testing method. Periodic monitoring of chimerism especially in diagnoses with a high risk of relapse is advantageous. Lineage specific chimerism is more sensitive than whole blood in predicting impending relapse. Further studies that critically assess how to utilize chimerism testing results will inform evidence based clinical management decisions.
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Affiliation(s)
- Amanda G Blouin
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Medhat Askar
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA. .,Department of Pathology & Laboratory Medicine, Baylor University Medical Center, Dallas, TX, USA. .,Department of Pathology and Laboratory Medicine, Texas A&M Health Science Center College of Medicine, Bryan, TX, USA. .,National Donor Marrow Program (NMDP)/Be The Match, Minneapolis, MN, USA.
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10
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Rozmus J, Bhatt ST, Buxbaum NP, Cuvelier GDE, Li AM, Kitko CL, Schultz KR. Is It Possible to Separate the Graft-Versus-Leukemia (GVL) Effect Against B Cell Acute Lymphoblastic Leukemia From Graft-Versus-Host Disease (GVHD) After Hematopoietic Cell Transplant? Front Pediatr 2022; 10:796994. [PMID: 35402356 PMCID: PMC8987503 DOI: 10.3389/fped.2022.796994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 01/31/2022] [Indexed: 11/13/2022] Open
Abstract
Hematopoietic cell transplant is a curative therapy for many pediatric patients with high risk acute lymphoblastic leukemia. Its therapeutic mechanism is primarily based on the generation of an alloreactive graft-versus-leukemia effect that can eliminate residual leukemia cells thus preventing relapse. However its efficacy is diminished by the concurrent emergence of harmful graft-versus-host disease disease which affects healthly tissue leading to significant morbidity and mortality. The purpose of this review is to describe the interventions that have been trialed in order to augment the beneficial graft-versus leukemia effect post-hematopoietic cell transplant while limiting the harmful consequences of graft-versus-host disease. This includes many emerging and promising strategies such as ex vivo and in vivo graft manipulation, targeted cell therapies, T-cell engagers and multiple pharmacologic interventions that stimulate specific donor effector cells.
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Affiliation(s)
- Jacob Rozmus
- Division of Hematology, Oncology and Bone Marrow Transplant, Department of Pediatrics, Faculty of Medicine, British Columbia Children's Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Sima T Bhatt
- Washington University, Saint Louis, MO, United States
| | | | - Geoffrey D E Cuvelier
- Pediatric Blood and Marrow Transplantation, Cancer Care Manitoba, University of Manitoba, Winnipeg, MB, Canada
| | - Amanda M Li
- Division of Hematology, Oncology and Bone Marrow Transplant, Department of Pediatrics, Faculty of Medicine, British Columbia Children's Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Carrie L Kitko
- Pediatric Hematology/Oncology Division, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Kirk R Schultz
- Division of Hematology, Oncology and Bone Marrow Transplant, Department of Pediatrics, Faculty of Medicine, British Columbia Children's Hospital, University of British Columbia, Vancouver, BC, Canada
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11
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Delie A, Verlinden A, Beel K, Deeren D, Mazure D, Baron F, Breems D, De Becker A, Graux C, Lewalle P, Maertens J, Poire X, Schoemans H, Selleslag D, Van Obbergh F, Kerre T. Use of chimerism analysis after allogeneic stem cell transplantation: Belgian guidelines and review of the current literature. Acta Clin Belg 2021; 76:500-508. [PMID: 32362204 DOI: 10.1080/17843286.2020.1754635] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background: Allogeneic hematopoietic stem cell transplantation (HSCT) is a curative treatment option in both adult and pediatric patients with malignant and non-malignant hematological diseases. Chimerism analysis, which determines the donor or recipient origin of hematopoietic cells in HSCT recipients, is an essential aspect of post-HSCT follow-up.Objectives: To review the current literature and develop Belgian consensus guidelines for the use of chimerism analysis in the standard of care after allogeneic HSCT.Methods: Non-systematic review of the literature in consultancy with the members of the BHS transplantation committee.Results: Clinical application with regards to prediction of graft failure or relapse as well as cell source are reviewed. A consensus guideline on the use of chimerism analysis after HSCT is presented.Conclusion: Monitoring of the dynamics or kinetics of a patient's chimerism status by serial analysis at fixed time points, as well as on suspicion of relapse or graft failure, is needed to monitor engraftment levels, as well as disease control and possible relapse.
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Affiliation(s)
- Anke Delie
- Department of Hematology, University Hospital, Ghent University, Ghent, Belgium
| | - Anke Verlinden
- Department of Hematology, University Hospital, University of Antwerp, Antwerp, Belgium
| | - Karolien Beel
- Department of Hematology, Ziekenhuis Netwerk, Antwerpen, Belgium
| | - Dries Deeren
- Department of Hematology, AZ Delta, Roeselare, Belgium
| | - Dominiek Mazure
- Department of Hematology, University Hospital, Ghent University, Ghent, Belgium
| | - Frédéric Baron
- Department of Hematology, University Hospital, University of Liège, Liège, Belgium
| | - Dimitri Breems
- Department of Hematology, Ziekenhuis Netwerk, Antwerpen, Belgium
| | - Ann De Becker
- Department of Hematology, University Hospital, Vrije Universiteit Brussel, Brussels, Belgium
| | - Carlos Graux
- Department of Hematology, University Hospital Namur, Université Catholique de Louvain, Belgium
| | - Philippe Lewalle
- Department of Hematology, Jules Bordet Institute, Université Libre de Bruxelles, Brussels, Belgium
| | - Johan Maertens
- Department of Hematology, University Hospital, KU Leuven, Leuven, Belgium
| | - Xavier Poire
- Department of Hematology, University Hospital Saint Luc, Univeristé Catholique de Louvain, Brussels, Belgium
| | - Helene Schoemans
- Department of Hematology, University Hospital, KU Leuven, Leuven, Belgium
| | | | | | - Tessa Kerre
- Department of Hematology, University Hospital, Ghent University, Ghent, Belgium
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12
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Blouin AG, Ye F, Williams J, Askar M. A practical guide to chimerism analysis: Review of the literature and testing practices worldwide. Hum Immunol 2021; 82:838-849. [PMID: 34404545 DOI: 10.1016/j.humimm.2021.07.013] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 06/30/2021] [Accepted: 07/26/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND PURPOSE Currently there are no widely accepted guidelines for chimerism analysis testing in hematopoietic cell transplantation (HCT) patients. The objective of this review is to provide a practical guide to address key aspects of performing and utilizing chimerism testing results. In developing this guide, we conducted a survey of testing practices among laboratories that are accredited for performing engraftment monitoring/chimerism analysis by either the American Society for Histocompatibility & Immunogenetics (ASHI) and/or the European Federation of Immunogenetics (EFI). We interpreted the survey results in the light of pertinent literature as well as the experience in the laboratories of the authors. RECENT DEVELOPMENTS In recent years there has been significant advances in high throughput molecular methods such as next generation sequencing (NGS) as well as growing access to these technologies in histocompatibility and immunogenetics laboratories. These methods have the potential to improve the performance of chimerism testing in terms of sensitivity, availability of informative genetic markers that distinguish donors from recipients as well as cost. SUMMARY The results of the survey revealed a great deal of heterogeneity in chimerism testing practices among participating laboratories. The most consistent response indicated monitoring of engraftment within the first 30 days. These responses are reflective of published literature. Additional clinical indications included early detection of impending relapse as well as identification of cases of HLA-loss relapse.
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Affiliation(s)
- Amanda G Blouin
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Fei Ye
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - Jenifer Williams
- Department of Pathology & Laboratory Medicine, Baylor University Medical Center, Dallas, TX, United States
| | - Medhat Askar
- Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, United States; Department of Pathology & Laboratory Medicine, Baylor University Medical Center, Dallas, TX, United States; Department of Pathology and Laboratory Medicine, Texas A&M Health Science Center College of Medicine, United States.
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13
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Llaurador G, Nicoletti E, Prockop SE, Hsu S, Fuller K, Mauguen A, O'Reilly RJ, Boelens JJ, Boulad F. Donor-Host Lineage-Specific Chimerism Monitoring and Analysis in Pediatric Patients Following Allogeneic Stem Cell Transplantation: Influence of Pretransplantation Variables and Correlation with Post-Transplantation Outcomes. Transplant Cell Ther 2021; 27:780.e1-780.e14. [PMID: 34082161 DOI: 10.1016/j.jtct.2021.05.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 05/18/2021] [Accepted: 05/24/2021] [Indexed: 11/19/2022]
Abstract
The impact of donor-host chimerism in post-hematopoietic stem cell transplantation (HSCT) outcomes is poorly understood. We were interested in studying whether pre-HSCT variables influenced lineage-specific donor-host chimerism and how lineage-specific chimerism impacts post-HSCT outcomes. Our main objective was to study pre-HSCT variables as predictors of lineage-specific donor-host chimerism patterns and to better characterize the relationship between post-HSCT lineage-specific chimerism and adverse outcomes, including graft failure and disease relapse. We conducted a retrospective data analysis of all patients who underwent allogeneic HSCT at the Pediatric Transplantation and Cellular Therapy service at Memorial Sloan Kettering Cancer Center between January 2010 and June 2015 and had at least 2 measurements of split-lineage chimerism. The trend of lineage-specific donor-host chimerism post-HSCT and the impact of age, disease, graft type, and pretransplantation conditioning regimen on chimerism at 3 months and 12 months post-HSCT were studied. The Wilcoxon signed-rank test, Mann-Whitney-Wilcoxon test, and Cox proportional hazard models were used for statistical analyses. A total of 137 patients were included (median age, 11.3 years). Most patients had a hematologic malignancy (n = 95), and fewer had a nonmalignant disorder (n = 27) or primary immune deficiency (n = 15). Myeloablative conditioning regimens (n = 126) followed by T cell-depleted (TCD) peripheral blood stem cell or bone marrow grafts (n = 101) were most commonly used. Mixed chimerism (MC) of total peripheral blood leukocytes (PBLs) did not predict loss of donor chimerism in all lineages and when stable was not associated with graft failure or rejection in this analyses. Split chimerism with complete donor chimerism (CC) of myeloid, B, and natural killer cells, but not T cells, occurred early post-HSCT, but full donor T cell chimerism was achieved at 12 months post-HSCT by most patients. MC within the T cell lineage was the major contributor to PBL MC, with lower median donor T cell chimerism at 3 months than at 12 months (91%) post-HSCT (51% versus 91%; P < .0001). Predictors of MC at 3 and 12 months were (1) age <3 years (P = .01 for PBLs and P = .003 for myeloid lineage); (2) nonmalignant disorder (P = .007 for PBLs); and (3) the use of reduced-intensity conditioning regimens. TCD grafts produced lower donor T cell chimerism at 3 months post-HSCT compared with unmodified grafts (P < .0001), where T cell lineage CC was achieved early post-HSCT. The donor T cell chimerism was similar at 12 months in the 2 types of grafts. Umbilical cord blood grafts had CC in all lineages at all time points post-HSCT. Loss of donor B cell chimerism was associated with increased risk of relapse in hematologic malignancies (hazard ratio, 1.33; P = .05). Age, underlying disease, conditioning regimen, and graft manipulation can impact post-HSCT donor-host chimerism and be predictors for early MC. MC in total PBLs and T cells was not related to graft failure or disease relapse. Whole-blood PBL chimerism analysis is not sufficient to assess the significance of post-HSCT donor-host status; rather, lineage-specific chimerism, particularly for myeloid, T, and B cells, should be analyzed to guide interventions and inform outcomes.
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Affiliation(s)
- Gabriela Llaurador
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York; Department of Pediatrics, Weill Cornell Medical College, New York, New York
| | | | - Susan E Prockop
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York; Department of Pediatrics, Weill Cornell Medical College, New York, New York
| | - Susan Hsu
- Histocompatibility/Molecular Genetics Laboratory, American Red Cross Penn Jersey Region, Philadelphia, Pennsylvania
| | - Kirsten Fuller
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Richard J O'Reilly
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jaap J Boelens
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Farid Boulad
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York.
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14
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Haugaard AK, Kofoed J, Masmas TN, Madsen HO, Marquart HV, Heilmann C, Müller KG, Ifversen M. Is microchimerism a sign of imminent disease recurrence after allogeneic hematopoietic stem cell transplantation? A systematic review of the literature. Blood Rev 2020; 44:100673. [DOI: 10.1016/j.blre.2020.100673] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 02/05/2020] [Accepted: 02/24/2020] [Indexed: 12/12/2022]
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15
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Zhang D, Cheng Y, Fan J, Yao J, Zhao Z, Jiang Y, Li Y, Zuo Z, Tang Y, Guo Y. A Nomogram for the Prediction of Progression and Overall Survival in Childhood Acute Lymphoblastic Leukemia. Front Oncol 2020; 10:1550. [PMID: 32984014 PMCID: PMC7477348 DOI: 10.3389/fonc.2020.01550] [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: 01/06/2020] [Accepted: 07/20/2020] [Indexed: 11/25/2022] Open
Abstract
Background: Advances in treatment and supportive care have significantly improved the overall survival (OS) of pediatric patients with acute lymphoblastic leukemia (ALL). However, there is a large number of these patients who continue to relapse after receiving standard treatment. Accurate identification of patients at high risk of relapse and targeted therapy may significantly improve their prognosis. Therefore, the aim of this study was to identify significant prognostic factors for pediatric ALL and establish a novel nomogram for the prediction of survival. Methods: The ALL clinical data of Phases I and II of the Therapeutic Applicable Research to Generate Effective Treatments (TARGET) project were merged and randomly divided into training and validation groups. The LASSO regression model was used to select the specific factors related to the OS of the training group and generate prognostic nomograms according to the selected characteristics. The predictive accuracy of the nomogram for OS was verified using the concordance index of the training and validation groups, the area under the receiver operating characteristic curve for prognostic diagnosis, and the calibration curve. Results: A total of 1,000 children with ALL were included in the TARGET project. Of those, 489 patients had complete follow-up data for further analysis. The data were randomly divided into the training group (n = 345) and the validation group (n = 144). Seven clinical characteristics, namely age at diagnosis, peripheral white blood cells, bone marrow and CNS site of relapse, ETV6/RUNX1 fusion, TCF3/PBX1, and BCR/ABL1 status, were selected to construct the nomogram. The concordance indices of the training and validation groups were 0.809 (95% confidence interval: 0.766–0.852) and 0.826 (95% confidence interval: 0.767–0.885), respectively. The areas under the receiver operating characteristic curve of the 3-year, 5-year, and 10-year OS in the training group were 0.804, 0.848, and 0.885, respectively, while that of the validation group were 0.777, 0.825, and 0.863, respectively. Moreover, the calibration curves demonstrated a favorable consistency between the predicted and actual survival probabilities. Conclusions: Independent predictors of OS in children with ALL included age at diagnosis, white blood cells, bone marrow site of relapse, CNS site of relapse, ETV6/RUNX1 fusion, TCF3/PBX1, and BCR/ABL1 status. The nomograms developed using these high-risk factors can more simply, accurately, and quantitatively predict the survival of children, and improve treatment and prognosis.
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Affiliation(s)
- Dan Zhang
- Clinical Laboratory of Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, China
| | - Yu Cheng
- Sichuan Luzhou Traditional Chinese Medicine Hospital, Luzhou, China
| | - Jia Fan
- Clinical Laboratory of Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, China
| | - Juan Yao
- Clinical Laboratory of Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, China
| | - Zijun Zhao
- Clinical Laboratory of Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, China
| | - Yao Jiang
- Southwest Medical University, Luzhou, China
| | - Yiqin Li
- Southwest Medical University, Luzhou, China
| | - Zhihua Zuo
- Southwest Medical University, Luzhou, China
| | - Yan Tang
- Department of Clinical Laboratory Medicine, Jinniu Maternity and Child Health Hospital of Chengdu, Chengdu, China
| | - Yongcan Guo
- Clinical Laboratory of Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, China
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16
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Fortschegger M, Preuner S, Printz D, Poetsch AR, Geyeregger R, Pichler H, Lawitschka A, Lion T. Detection and Monitoring of Lineage-Specific Chimerism by Digital Droplet PCR-Based Testing of Deletion/Insertion Polymorphisms. Biol Blood Marrow Transplant 2020; 26:1218-1224. [PMID: 32092354 DOI: 10.1016/j.bbmt.2020.02.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 02/03/2020] [Accepted: 02/13/2020] [Indexed: 12/31/2022]
Abstract
Analysis of specific leukocyte subsets for post-transplantation monitoring of chimerism provides greater sensitivity and clinical informativeness on dynamic changes in donor- and recipient-derived cells. Limitations of the most commonly used approach to chimerism testing relying on PCR-based analysis of microsatellite markers prompted us to assess the applicability of digital droplet (dd) PCR amplification of deletion/insertion polymorphisms (DIPs) for lineage-specific chimerism testing in the related stem cell transplantation setting, where the identification of informative markers facilitating the discrimination between donor-derived and recipient-derived cells can be challenging. We analyzed 100 genetically related patient-donor pairs by ddPCR analysis using commercially available DIP kits including large sets of polymorphic markers. At least 1 informative marker was identified in all related pairs analyzed, and 2 or more discriminating markers were detected in the majority (82%) of instances. The achievable detection limit is dependent on the number of cells available for analysis and was as low as 0.1% in the presence of ≥20,000 leukocytes available for DNA extraction. Moreover, the reproducibility and accuracy of quantitative chimerism analysis compared favorably to highly optimized microsatellite assays. Thus, the use of ddPCR-based analysis of DIP markers is an attractive approach to lineage-specific monitoring of chimerism in any allogeneic transplantation setting.
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Affiliation(s)
| | - Sandra Preuner
- St Anna Children's Cancer Research Institute, Vienna, Austria
| | - Dieter Printz
- St Anna Children's Cancer Research Institute, Vienna, Austria
| | - Anna R Poetsch
- St Anna Children's Cancer Research Institute, Vienna, Austria
| | - René Geyeregger
- St Anna Children's Cancer Research Institute, Vienna, Austria
| | | | | | - Thomas Lion
- St Anna Children's Cancer Research Institute, Vienna, Austria; Department of Pediatrics, Medical University of Vienna, Vienna, Austria.
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17
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Wethmar K, Matern S, Eßeling E, Angenendt L, Pfeifer H, Brüggemann M, Stelmach P, Call S, Albring JC, Mikesch JH, Reicherts C, Groth C, Schliemann C, Berdel WE, Lenz G, Stelljes M. Monitoring minimal residual/relapsing disease after allogeneic haematopoietic stem cell transplantation in adult patients with acute lymphoblastic leukaemia. Bone Marrow Transplant 2020; 55:1410-1420. [PMID: 32001801 DOI: 10.1038/s41409-020-0801-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 12/14/2019] [Accepted: 01/16/2020] [Indexed: 12/22/2022]
Abstract
Relapse after allogeneic haematopoietic stem cell transplantation (SCT) is a major cause of death in patients with acute lymphoblastic leukaemia (ALL). Here, we retrospectively analysed the contributions of lineage-sorted donor cell chimerism (sDCC) and quantitative PCR (qPCR) targeting disease-specific genetic rearrangements to detect minimal residual/relapsing disease (MRD) and predict impending relapse in 94 adult ALL patients after SCT. With a median follow-up of surviving patients (n = 61) of 3.3 years, qPCR and/or sDCC measurements turned positive in 38 patients (40%). Of these, 22 patients relapsed and 16 remained in complete remission. At 3 years, qPCR and/or sDCC positive patients showed an increased incidence of relapse (50% vs. 4%, p < 0.0001), decreased relapse-free survival (RFS, 40% vs. 85%, p < 0.0001), and decreased overall survival (OS, 47% vs. 87%, p 0.004). Both, qPCR and sDCC pre-detected 11 of 21 relapses occurring within the first two years after SCT and, overall, complemented for each other method in four of the relapsing and four of the non-relapsing cases. Patients receiving pre-emptive MRD-driven interventions (n = 11) or not (n = 10) showed comparable median times until relapse, RFS, and OS. In our single centre cohort, qPCR and sDCC were similarly effective and complementary helpful to indicate haematological relapse of ALL after SCT.
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Affiliation(s)
- Klaus Wethmar
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Svenja Matern
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Eva Eßeling
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Linus Angenendt
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Heike Pfeifer
- Department of Haematology and Oncology, Johann Wolfgang Goethe University, Frankfurt, Germany
| | - Monika Brüggemann
- Department of Haematology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Patrick Stelmach
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Simon Call
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Jörn C Albring
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Jan-Henrik Mikesch
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Christian Reicherts
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Christoph Groth
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Christoph Schliemann
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Wolfgang E Berdel
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Georg Lenz
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany
| | - Matthias Stelljes
- Department of Medicine A/Haematology and Oncology, University of Muenster, Muenster, Germany.
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18
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Lejman M, Zaucha-Prażmo A, Zawitkowska J, Mroczkowska A, Grabowski D, Kowalczyk JR, Drabko K. Impact of early chimerism status on clinical outcome in children with acute lymphoblastic leukaemia after haematopoietic stem cell transplantation. BMC Cancer 2019; 19:1141. [PMID: 31771553 PMCID: PMC6878687 DOI: 10.1186/s12885-019-6360-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2019] [Accepted: 11/12/2019] [Indexed: 12/26/2022] Open
Abstract
Background The significance of very early chimerism assessment before day + 28, which is considered the moment of engraftment, is still unclear. In this retrospective study, we evaluated the clinical impact of very early chimerism on the clinical outcome after allogeneic haematopoietic stem cell transplantation (allo-HSCT) in children with acute lymphoblastic leukaemia (ALL). Methods The study group included 38 boys and 18 girls. Very early chimerism was evaluated on days + 7, + 14, + 21 and + 28 after the transplant. Short tandem repeat polymerase chain reaction (STR PCR) was used to analyse chimerism. Results Overall survival (OS) and event-free survival (EFS) were 84 and 80%, respectively. The OS in the group of 24 patients with complete donor chimerism on day + 14 was 83%, and it did not differ statistically compared to the 32 patients with mixed chimerism on day + 14 (OS was 84%). In our cohort of patients, the matched unrelated donor, male gender of donor, number of transplanted cells above 4.47 × 106 kg and no serotherapy with anti-thymocyte globulin (ATG) were statistically related to a higher level of donor chimerism. The immunophenotypes of disease, age of patient at time HSCT, recipient sex, stem cell source (peripheral blood/bone marrow) and conditioning regimen had no impact on early chimerism. Acute graft versus host disease grades II-IV was diagnosed in 23 patients who presented with donor chimerism levels above 60% on day 7. Conclusions The data presented in this study provide valuable insight into the analysis of very early chimerism in children with ALL treated with HSCT.
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Affiliation(s)
- Monika Lejman
- Laboratory of Genetic Diagnostics, Department of Pediatric Hematology, Oncology, and Transplantology, Medical University of Lublin, A. Gebali 6, 20-093, Lublin, Poland.
| | - Agnieszka Zaucha-Prażmo
- Department of Pediatric Hematology, Oncology, and Transplantology, Medical University of Lublin, A. Gebali 6, 20-093, Lublin, Poland
| | - Joanna Zawitkowska
- Department of Pediatric Hematology, Oncology, and Transplantology, Medical University of Lublin, A. Gebali 6, 20-093, Lublin, Poland
| | - Aleksandra Mroczkowska
- Laboratory of Genetic Diagnostics, Department of Pediatric Hematology, Oncology, and Transplantology, Medical University of Lublin, A. Gebali 6, 20-093, Lublin, Poland
| | - Dominik Grabowski
- Department of Pediatric Hematology, Oncology, and Transplantology, Medical University of Lublin, A. Gebali 6, 20-093, Lublin, Poland
| | - Jerzy R Kowalczyk
- Department of Pediatric Hematology, Oncology, and Transplantology, Medical University of Lublin, A. Gebali 6, 20-093, Lublin, Poland
| | - Katarzyna Drabko
- Department of Pediatric Hematology, Oncology, and Transplantology, Medical University of Lublin, A. Gebali 6, 20-093, Lublin, Poland
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19
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Haugaard AK, Madsen HO, Marquart HV, Rosthøj S, Masmas TN, Heilmann C, Müller KG, Ifversen M. Highly sensitive chimerism detection in blood is associated with increased risk of relapse after allogeneic hematopoietic cell transplantation in childhood leukemia. Pediatr Transplant 2019; 23:e13549. [PMID: 31313439 DOI: 10.1111/petr.13549] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 05/04/2019] [Accepted: 06/19/2019] [Indexed: 12/19/2022]
Abstract
Analysis of chimerism in blood post-HCT using STR-PCR is routinely applied in parallel with quantification of MRD to predict relapse of leukemia. RQ-PCR chimerism is 10- to 100-fold more sensitive, but clinical studies in children are sparse. We analyzed IMC in blood samples following transplantation for acute lymphoblastic or myeloid leukemia in 56 children. IMC was defined as a minimum increase of (a) 0.1% or (b) 0.05% recipient DNA between two samples. The risk of relapse was higher in children with IMC of both 0.1% and 0.05% compared to children without IMC (HR 12.8 [95% CI: 3.9-41.4; P < .0001] and 7.6 [95% CI: 2.2-26.9; P < .01], respectively). The first IMC was detected at a median of 208 days prior to relapse. The 5-year cumulative incidence of relapse for children with a single IMC was 45.5% (CI 12.3-74.4) and 41.0% (14.2-66.6) for IMC above 0.1% and 0.05%, respectively. However, in 47 and 38 children never attaining IMC > 0.1% and >0.05%, 10 and 8 children relapsed, respectively. In a landmark analysis, no association was found between IMC prior to 90 days post-HCT and subsequent relapse by either classification of IMC and AUC for RQ-PCR chimerism was 54.2% (95 CI 27.7- 84.8). Although limited by a retrospective design, these results indicate that monitoring of RQ-PCR chimerism in peripheral blood may have a role in early detection of relapse in acute childhood leukemia.
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Affiliation(s)
- Anna Karen Haugaard
- Department for Children and Adolescents, Pediatric Hematopoietic Stem Cell Transplantation and Immunodeficiency, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Hans Ole Madsen
- Department of Clinical Immunology, The Tissue Typing Laboratory, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Hanne Vibeke Marquart
- Department of Clinical Immunology, The Tissue Typing Laboratory, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Susanne Rosthøj
- Department of Public Health, Section of Biostatistics, University of Copenhagen, Copenhagen, Denmark
| | - Tania Nicole Masmas
- Department for Children and Adolescents, Pediatric Hematopoietic Stem Cell Transplantation and Immunodeficiency, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Carsten Heilmann
- Department for Children and Adolescents, Pediatric Hematopoietic Stem Cell Transplantation and Immunodeficiency, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Klaus Gottlob Müller
- Department for Children and Adolescents, Pediatric Hematopoietic Stem Cell Transplantation and Immunodeficiency, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Marianne Ifversen
- Department for Children and Adolescents, Pediatric Hematopoietic Stem Cell Transplantation and Immunodeficiency, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
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20
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Ahci M, Stempelmann K, Buttkereit U, Crivello P, Trilling M, Heinold A, Steckel NK, Koldehoff M, Horn PA, Beelen DW, Fleischhauer K. Clinical Utility of Quantitative PCR for Chimerism and Engraftment Monitoring after Allogeneic Stem Cell Transplantation for Hematologic Malignancies. Biol Blood Marrow Transplant 2017; 23:1658-1668. [DOI: 10.1016/j.bbmt.2017.05.031] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Accepted: 05/30/2017] [Indexed: 12/20/2022]
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21
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Sack U, Boldt A, Mallouk N, Gruber R, Krenn V, Berger-Depincé AE, Conrad K, Tarnok A, Lambert C, Reinhold D, Fricke S. Cellular analyses in the monitoring of autoimmune diseases. Autoimmun Rev 2016; 15:883-9. [PMID: 27392502 DOI: 10.1016/j.autrev.2016.07.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 06/05/2016] [Indexed: 01/10/2023]
Affiliation(s)
- Ulrich Sack
- Universitätsklinikum Leipzig, Department für Diagnostik, Institut für Klinische Immunologie, Johannisallee 30, 04103, Leipzig, Germany.
| | - Andreas Boldt
- Universitätsklinikum Leipzig, Department für Diagnostik, Institut für Klinische Immunologie, Johannisallee 30, 04103, Leipzig, Germany.
| | - Nora Mallouk
- URCIP, CHU Saint-Etienne, Hôpital Nord, 42055 Saint-Etienne Cedex 02, France.
| | - Rudolf Gruber
- Institut für Labormedizin, Mikrobiologie und Krankenhaushygiene, Krankenhaus Barmherzige Brüder Regensburg, Prüfeninger Straße 86, 93049, Regensburg, Germany.
| | - Veit Krenn
- Medizinisches Versorgungszentrum für Histologie, Zytologie und Molekulare Diagnostik Trier, Max-Planck-Str. 5, 54296, Trier, Germany.
| | | | - Karsten Conrad
- Institut für Immunologie, Medizinische Fakultät "Carl Gustav Carus" der Technischen Universität Dresden, Fetscherstraße 74, 01307, Dresden, Germany.
| | - Attila Tarnok
- Universitätsklinikum Leipzig, Department für Diagnostik, Institut für Klinische Immunologie, Johannisallee 30, 04103, Leipzig, Germany.
| | - Claude Lambert
- Immunology laboratory, Pole de Biologie-Pathologie, University Hospital. CNRS UMR5307 Labo Georges Friedel (LGF); 42055 Saint-Etienne Cedex 02, France.
| | - Dirk Reinhold
- Otto-von-Guericke-Universität Magdeburg, Medizinische Fakultät, Institut für Molekulare und Klinische Immunologie, Leipziger Straße 44, 39120, Magdeburg, Germany.
| | - Stephan Fricke
- Fraunhofer Institut für Zelltherapie und Immunologie, Perlickstraße 1, 04103, Leipzig, Germany.
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