Abstract
Relapse is the major cause of treatment failure after allogeneic hematopoietic cell transplantation (alloHCT) for acute leukemia and myelodysplastic syndrome (MDS). Wilms' tumor Ag (WT1) is overexpressed in the majority of acute leukemia and MDS patients and has been proposed as a universal diagnostic marker for detection of impending relapse. Comprehensive studies have shown that WT1 transcript levels have predictive value in acute leukemia patients in CR after chemotherapy. However, the focus of this study is the period after alloHCT for predicting relapse onset. We analyzed the accumulation of WT1 mRNA transcripts in PB of 82 leukemia and MDS patients and defined specific molecular ratios for relapse prediction. The extensively validated WT1/c-ABL ratio was used to normalize increases in WT1 transcript levels. The observed lead time of crossing or exceeding set WT1 levels is presented along with linear interpolation to estimate the calculated day the WT1 thresholds were crossed. The WT1/c-ABL transcript ratio of 50 or above yielded 100% specificity and 75% sensitivity reliably predicting future relapse with an observed average of 29.4 days (s.d.=19.8) and a calculated average of 63 days (s.d.=29.3) lead time before morphologic confirmation. A lower ratio of 20 or above gave lower specificity, but higher sensitivity (84.8% and 87.5%, respectively) identified more patients who relapsed, at earlier times, providing an earlier warning with actual average lead time of 49.1 days (s.d.=30.8) and calculated average of 78 days (s.d.=28.8). WT1 transcript levels serve as a diagnostic relapse test with greater sensitivity than the morphologic approach used in the clinic as a readout.
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References
Bader P, Klingebiel T, Schaudt A, Theurer-Mainka U, Handgretinger R, Lang P et al. Prevention of relapse in pediatric patients with acute leukemias and MDS after allogeneic SCT by early immunotherapy initiated on the basis of increasing mixed chimerism: a single center experience of 12 children. Leukemia 1999; 13: 2079–2086.
Ogawa H, Tamaki H, Ikegame K, Soma T, Kawakami M, Tsuboi A et al. The usefulness of monitoring WT1 gene transcripts for the prediction and management of relapse following allogeneic stem cell transplantation in acute type leukemia. Blood 2003; 101: 1698–1704.
Zhao XS, Jin S, Zhu HH, Xu LP, Liu DH, Chen H et al. Wilms' tumor gene 1 expression: an independent acute leukemia prognostic indicator following allogeneic hematopoietic SCT. Bone Marrow Transplant 2012; 47: 499–507.
Pozzi S, Geroldi S, Tedone E, Luchetti S, Grasso R, Colombo N et al. Leukaemia relapse after allogeneic transplants for acute myeloid leukaemia: predictive role of WT1 expression. Br J Haematol 2013; 160: 503–509.
Pasquini MC, Wang D Current use and outcome of hematopoietic stem cell transplantation: CIBMTR summary slides. 2012 Available at: http://www.cibmtr.org.
Kern W, Schoch C, Haferlach T, Schnittger S Monitoring of minimal residual disease in acute myeloid leukemia. Crit Rev Oncol Hematol 2005; 56: 283–309.
Cilloni D, Renneville A, Hermitte F, Hills RK, Daly S, Jovanovic JV et al. Real-time quantitative polymerase chain reaction detection of minimal residual disease by standardized WT1 assay to enhance risk stratification in acute myeloid leukemia: a European LeukemiaNet study. J Clin Oncol 2009; 27: 5195–5201.
Cilloni D, Saglio G WT1 as a universal marker for minimal residual disease detection and quantification in myeloid leukemias and in myelodysplastic syndrome. Acta Haematol 2004; 112: 79–84.
Keilholz U, Menssen HD, Gaiger A, Menke A, Oji Y, Oka Y et al. Wilms' tumour gene 1 (WT1) in human neoplasia. Leukemia 2005; 19: 1318–1323.
Ostergaard M, Olesen LH, Hasle H, Kjeldsen E, Hokland P WT1 gene expression: an excellent tool for monitoring minimal residual disease in 70% of acute myeloid leukaemia patients—results from a single-centre study. Br J Haematol 2004; 125: 590–600.
Yan CH, Liu DH, Liu KY, Xu LP, Liu YR, Chen H et al. Risk stratification-directed donor lymphocyte infusion could reduce relapse of standard-risk acute leukemia patients after allogeneic hematopoietic stem cell transplantation. Blood 2012; 119: 3256–3262.
Hourigan CS, Karp JE Minimal residual disease in acute myeloid leukaemia. Nat Rev Clin,. Oncol 2013; 10: 460–471.
Cilloni D, Gottardi E, De Micheli D, Serra A, Volpe G, Messa F et al. Quantitative assessment of WT1 expression by real time quantitative PCR may be a useful tool for monitoring minimal residual disease in acute leukemia patients. Leukemia 2002; 16: 2115–2121.
Inoue K, Sugiyama H, Ogawa H, Nakagawa M, Yamagami T, Miwa H et al. WT1 as a new prognostic factor and a new marker for the detection of minimal residual disease in acute leukemia. Blood 1994; 84: 3071–3079.
Tamaki H, Ogawa H, Ohyashiki K, Ohyashiki JH, Iwama H, Inoue K et al. The Wilms' tumor gene WT1 is a good marker for diagnosis of disease progression of myelodysplastic syndromes. Leukemia 1999; 13: 393–399.
Garg M, Moore H, Tobal K, Liu Yin JA Prognostic significance of quantitative analysis of WT1 gene transcripts by competitive reverse transcription polymerase chain reaction in acute leukaemia. Br J Haematol 2003; 123: 49–59.
Inoue K, Ogawa H, Yamagami T, Soma T, Tani Y, Tatekawa T et al. Long-term follow-up of minimal residual disease in leukemia patients by monitoring WT1 (Wilms tumor gene) expression levels. Blood 1996; 88: 2267–2278.
Lapillonne H, Renneville A, Auvrignon A, Flamant C, Blaise A, Perot C et al. High WT1 expression after induction therapy predicts high risk of relapse and death in pediatric acute myeloid leukemia. J Clin Oncol 2006; 24: 1507–1515.
Trka J, Kalinova M, Hrusak O, Zuna J, Krejci O, Madzo J et al. Real-time quantitative PCR detection of WT1 gene expression in children with AML: prognostic significance, correlation with disease status and residual disease detection by flow cytometry. Leukemia 2002; 16: 1381–1389.
Weisser M, Kern W, Rauhut S, Schoch C, Hiddemann W, Haferlach T et al. Prognostic impact of RT-PCR-based quantification of WT1 gene expression during MRD monitoring of acute myeloid leukemia. Leukemia 2005; 19: 1416–1423.
Candoni A, Tiribelli M, Toffoletti E, Cilloni D, Chiarvesio A, Michelutti A et al. Quantitative assessment of WT1 gene expression after allogeneic stem cell transplantation is a useful tool for monitoring minimal residual disease in acute myeloid leukemia. Eur J Haematol 2009; 82: 61–68.
Candoni A, Toffoletti E, Gallina R, Simeone E, Chiozzotto M, Volpetti S et al. Monitoring of minimal residual disease by quantitative WT1 gene expression following reduced intensity conditioning allogeneic stem cell transplantation in acute myeloid leukemia. Clin Transplant 2011; 25: 308–316.
Miyawaki S, Hatsumi N, Tamaki T, Naoe T, Ozawa K, Kitamura K et al. Prognostic potential of detection of WT1 mRNA level in peripheral blood in adult acute myeloid leukemia. Leuk Lymphoma 2010; 51: 1855–1861.
Bergmann L, Miething C, Maurer U, Brieger J, Karakas T, Weidmann E et al. High levels of Wilms' tumor gene (wt1) mRNA in acute myeloid leukemias are associated with a worse long-term outcome. Blood 1997; 90: 1217–1225.
Gray JX, McMillen L, Mollee P, Paul S, Lane S, Bird R et al. WT1 expression as a marker of minimal residual disease predicts outcome in acute myeloid leukemia when measured post-consolidation. Leuk Res 2012; 36: 453–458.
Beillard E, Pallisgaard N, van dV V, Bi W, Dee R, van der SE et al. Evaluation of candidate control genes for diagnosis and residual disease detection in leukemic patients using 'real-time' quantitative reverse-transcriptase polymerase chain reaction (RQ-PCR) - a Europe against cancer program. Leukemia 2003; 17: 2474–2486.
Kroger N, Bacher U, Bader P, Bottcher S, Borowitz MJ, Dreger P et al. NCI First International Workshop on the Biology, Prevention, and Treatment of Relapse after Allogeneic Hematopoietic Stem Cell Transplantation: report from the Committee on Disease-Specific Methods and Strategies for Monitoring Relapse following Allogeneic Stem Cell Transplantation. Part I: methods, acute leukemias, and myelodysplastic syndromes. Biol Blood Marrow Transplant 2010; 16: 1187–1211.
Willasch AM, Gruhn B, Coliva T, Kalinova M, Schneider G, Kreyenberg H et al. Standardization of WT1 mRNA quantitation for minimal residual disease monitoring in childhood AML and implications of WT1 gene mutations: a European multicenter study. Leukemia 2009; 23: 1472–1479.
Qin YZ, Zhu HH, Liu YR, Wang YZ, Shi HX, Lai YY et al. PRAME and WT1 transcripts constitute a good molecular marker combination for monitoring minimal residual disease in myelodysplastic syndromes. Leuk Lymphoma 2013; 54: 1442–1449.
Rossi G, Minervini MM, Carella AM, de Waure C, di Nardo F, Melillo L et al. Comparison between multiparameter flow cytometry and WT1-RNA quantification in monitoring minimal residual disease in acute myeloid leukemia without specific molecular targets. Leuk Res 2012; 36: 401–406.
Lange T, Hubmann M, Burkhardt R, Franke GN, Cross M, Scholz M et al. Monitoring of WT1 expression in PB and CD34(+) donor chimerism of BM predicts early relapse in AML and MDS patients after hematopoietic cell transplantation with reduced-intensity conditioning. Leukemia 2011; 25: 498–505.
Ommen HB, Nyvold CG, Braendstrup K, Andersen BL, Ommen IB, Hasle H et al. Relapse prediction in acute myeloid leukaemia patients in complete remission using WT1 as a molecular marker: development of a mathematical model to predict time from molecular to clinical relapse and define optimal sampling intervals. Br J Haematol 2008; 141: 782–791.
Yamauchi T, Negoro E, Lee S, Takai M, Matsuda Y, Takagi K et al. Detectable Wilms' tumor-1 transcription at treatment completion is associated with poor prognosis of acute myeloid leukemia: a single institution's experience. Anticancer Res 2013; 33: 3335–3340.
Polak J, Hajkova H, Haskovec C, Cechova H, Marinov I, Mikulenkova D et al. Quantitative monitoring of WT1 expression in peripheral blood before and after allogeneic stem cell transplantation for acute myeloid leukemia—a useful tool for early detection of minimal residual disease. Neoplasma 2013; 60: 74–82.
Zhao XS, Yan CH, Liu DH, Xu LP, Liu YR, Liu KY et al. Combined use of WT1 and flow cytometry monitoring can promote sensitivity of predicting relapse after allogeneic HSCT without affecting specificity. Ann Hematol 2013; 92: 1111–1119.
Yoon JH, Kim HJ, Shin SH, Yahng SA, Lee SE, Cho BS et al. BAALC and WT1 expressions from diagnosis to hematopoietic stem cell transplantation: consecutive monitoring in adult patients with core-binding-factor-positive AML. Eur J Haematol 2013; 91: 112–121.
Nomdedeu JF, Hoyos M, Carricondo M, Bussaglia E, Estivill C, Esteve J et al. Bone marrow WT1 levels at diagnosis, post-induction and post-intensification in adult de novo AML. Leukemia 2013; 27: 2157–2164.
Cilloni D, Gottardi E, Messa F, Fava M, Scaravaglio P, Bertini M et al. Significant correlation between the degree of WT1 expression and the International Prognostic Scoring System Score in patients with myelodysplastic syndromes. J Clin Oncol 2003; 21: 1988–1995.
Rossi G, Carella AM, Minervini MM, Savino L, Fontana A, Pellegrini F et al. Minimal residual disease after allogeneic stem cell transplant: a comparison among multiparametric flow cytometry, Wilms tumor 1 expression and chimerism status (complete chimerism versus low level mixed chimerism) in acute leukemia. Leuk Lymphoma 2013; 54: 2660–2666.
Gu W, Hu S, Chen Z, Qiu G, Cen J, He B et al. High expression of WT1 gene in acute myeloid leukemias with more predominant WT1+17AA isoforms at relapse. Leuk Res 2010; 34: 46–49.
Pollyea DA, Artz AS, Stock W, Daugherty C, Godley L, Odenike OM et al. Outcomes of patients with AML and MDS who relapse or progress after reduced intensity allogeneic hematopoietic cell transplantation. Bone Marrow Transplant 2007; 40: 1027–1032.
Chapuis AG, Ragnarsson GB, Nguyen HN, Chaney CN, Pufnock JS, Schmitt TM et al. Transferred WT1-reactive CD8+ T cells can mediate antileukemic activity and persist in post-transplant patients. Sci Transl Med 2013; 5: 174ra27.
Van Tendeloo VF, van d V, Van Driessche A, Cools N, Anguille S, Ladell K et al. Induction of complete and molecular remissions in acute myeloid leukemia by Wilms' tumor 1 antigen-targeted dendritic cell vaccination. Proc Natl Acad Sci USA 2010; 107: 13824–13829.
Pollyea DA, Kohrt HE, Gallegos L, Figueroa ME, Abdel-Wahab O, Zhang B et al. Safety, efficacy and biological predictors of response to sequential azacitidine and lenalidomide for elderly patients with acute myeloid leukemia. Leukemia 2012; 26: 893–901.
Porter DL, Alyea EP, Antin JH, DeLima M, Estey E, Falkenburg JH et al. NCI First International Workshop on the Biology, Prevention, and Treatment of Relapse after Allogeneic Hematopoietic Stem Cell Transplantation: Report from the Committee on Treatment of Relapse after Allogeneic Hematopoietic Stem Cell Transplantation. Biol Blood Marrow Transplant 2010; 16: 1467–1503.
Schmid C, Labopin M, Nagler A, Bornhauser M, Finke J, Fassas A et al. Donor lymphocyte infusion in the treatment of first hematological relapse after allogeneic stem-cell transplantation in adults with acute myeloid leukemia: a retrospective risk factors analysis and comparison with other strategies by the EBMT Acute Leukemia Working Party. J Clin Oncol 2007; 25: 4938–4945.
Andersson C, Li X, Lorenz F, Golovleva I, Wahlin A, Li A Reduction in WT1 gene expression during early treatment predicts the outcome in patients with acute myeloid leukemia. Diagn Mol Pathol 2012; 21: 225–233.
Kwon M, Martinez-Laperche C, Infante M, Carretero F, Balsalobre P, Serrano D et al. Evaluation of minimal residual disease by real-time quantitative PCR of Wilms' tumor 1 expression in patients with acute myelogenous leukemia after allogeneic stem cell transplantation: correlation with flow cytometry and chimerism. Biol Blood Marrow Transplant 2012; 18: 1235–1242.
Cilloni D, Messa F, Arruga F, Defilippi I, Gottardi E, Fava M et al. Early prediction of treatment outcome in acute myeloid leukemia by measurement of WT1 transcript levels in peripheral blood samples collected after chemotherapy. Haematologica 2008; 93: 921–924.
Polak J, Hajkova H, Maalaufova-Soukupova J, Markova J, Salek C, Schwarz J et al. Estimation of molecular upper remission limit for monitoring minimal residual disease in peripheral blood of acute myeloid leukemia patients by WT1 expression. Exp Ther Med 2012; 3: 129–133.
de Lima M, Giralt S, Thall PF, de Padua SL, Jones RB, Komanduri K et al. Maintenance therapy with low-dose azacitidine after allogeneic hematopoietic stem cell transplantation for recurrent acute myelogenous leukemia or myelodysplastic syndrome: a dose and schedule finding study. Cancer 2010; 116: 5420–5431.
Topp MS, Gokbuget N, Zugmaier G, Degenhard E, Goebeler ME, Klinger M et al. Long-term follow-up of hematologic relapse-free survival in a phase 2 study of blinatumomab in patients with MRD in B-lineage ALL. Blood 2012; 120: 5185–5187.
Slovak ML, Kopecky KJ, Cassileth PA, Harrington DH, Theil KS, Mohamed A et al. Karyotypic analysis predicts outcome of preremission and postremission therapy in adult acute myeloid leukemia: a Southwest Oncology Group/Easter Cooperative Oncology Group study. Blood 2000; 96: 4075–4083.
Wetzler M, Dodge RK, Mrozek K, Carroll AJ, Tantravahi R, Block AW et al. Prospective karyotype analysis in adult acute lymphoblastic leukemia: the cancer and leukemia Group B experience. Blood 1999; 93: 3983–3993.
Greenberg P, Cox C, LeBeau MM, Fenaux P, Morel P, Sanz G et al. International scoring system for evaluating prognosis in myelodysplastic syndromes. Blood 1997; 89: 2079–2088.
Acknowledgements
We thank the staff of the Department of Hematology and Hematopoietic Cell Transplant for their unwavering support of the program. The dedication of the hematology nurse coordinators and staff in facilitating the study, assisting the patients with informed consent and collecting the blood specimens is greatly appreciated. We are most grateful to the patients who participated in the study. This work was partially supported by the Tim Nesvig Lymphoma Fellowship and Research Fund (RN and DJD) and by the ThinkCure Foundation (RN and DJD), and PHS Grants CA077544 (DJD) and CA030206 to DJD and SJF. The City of Hope Cancer Center is supported by CA33572. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
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Israyelyan, A., Goldstein, L., Tsai, W. et al. Real-time assessment of relapse risk based on the WT1 marker in acute leukemia and myelodysplastic syndrome patients after hematopoietic cell transplantation. Bone Marrow Transplant 50, 26–33 (2015). https://doi.org/10.1038/bmt.2014.209
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DOI: https://doi.org/10.1038/bmt.2014.209
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