Abstract
To shed light onto the molecular basis of Philadelphia chromosome-positive acute lymphoblastic leukemia and to investigate the prognostic role of additional genomic lesions, we analyzed copy number aberrations using the Cytoscan HD Array in 116 newly diagnosed adult patients with Philadelphia chromosome-positive acute lymphoblastic leukemia enrolled in four different GIMEMA protocols, all based on a chemotherapy-free induction strategy. This analysis showed that patients with Philadelphia chromosome-positive acute lymphoblastic leukemia carry an average of 7.8 lesions/case, with deletions outnumbering gains (88% versus 12%). The most common deletions were those targeting IKZF1, PAX5 and CDKN2A/B, which were detected in 84%, 36% and 32% of cases, respectively. Patients carrying simultaneous deletions of IKZF1 plus CDKN2A/B and/or PAX5 had a significantly lower disease-free survival rate (24.9% versus 43.3%; P=0.026). The only IKZF1 isoform affecting prognosis was the dominant negative one (P=0.003). Analysis of copy number aberrations showed that 18% of patients harbored MEF2C deletions, which were of two types, differing in size: the longer deletions were associated with the achievement of a complete molecular remission (P=0.05) and had a favorable impact on disease-free survival (64.3% versus 32.1% at 36 months; P=0.031). These findings retained statistical significance also in multivariate analysis (P=0.057). KRAS deletions, detected in 6% of cases, were associated with the achievement of a complete molecular remission (P=0.009). These results indicate that in adults with Philadelphia chromosome-positive acute lymphoblastic leukemia a detailed evaluation of additional deletions - including CDKN2A/B, PAX5, IKZF1, MEF2C and KRAS - has prognostic implications and should be incorporated in the design of more personalized treatment strategies.Introduction
The Philadelphia (Ph) chromosome derives from the t(9;22)(q34;q11) and leads to a BCR-ABL1 rearrangement.1 The incidence of this chromosomal change in acute lymphoblastic leukemia (ALL) increases with age, being detected in 25% of adults and in about 50% of elderly patients.2 Prior to the advent of tyrosine kinase inhibitors, the outcome of Ph+ ALL patients was extremely poor,53 and the only possibility of a cure was allogeneic stem cell transplantation (HSCT), when feasible.76 The introduction of tyrosine kinase inhibitors, administered with low doses or without chemotherapy during induction, followed by consolidation chemotherapy and HSCT has markedly improved the management and outcome of adult Ph+ ALL patients, with survival rates at 5 years now approaching 50%.178
Different biological features - the type of fusion transcript (i.e. p190 or p210),18 the persistence and/or reappearance of minimal residual disease (MRD),2019 additional genomic deletions (particularly IKZF1, and to a lesser extent CDKN2A/B and PAX52421) - and the presence of mutations at relapse are associated with a worse outcome.2725 However, a broad and refined biological algorithm that could help to optimize treatment strategies and define better whether some patients could be spared intensive treatment, including HSCT, has so far not been proposed.
To this end, in the present study we investigated copy number aberrations (CNA) in 116 newly diagnosed adult Ph+ ALL patients to identify additional molecular lesions with the aim of improving patients’ stratification and management.
Methods
Experimental strategy
Bone marrow and/or peripheral blood samples from 116 patients (Table 1) with newly diagnosed Ph+ ALL enrolled in four GIMEMA (Gruppo Italiano Malattie EMatologiche dell’Adulto) trials were analyzed (Online Supplementary Table S1). The study was carried out in four phases (Online Supplementary Figure S1): (i) CNA analysis of 116 samples by Cytoscan; (ii) multiplex ligation-dependent probe amplification analysis; (iii) validation of MEF2C deletions by digital droplet (dd) polymerase chain reaction (PCR); and (iv) MEF2C and KRAS mutational screening.
This study was approved in the context of an Associazione Italiana per la Ricerca sul Cancro (AIRC) project (10007) with Institutional Review Board number 2182/16.06.2011.
Copy number aberration analysis
CNA were analyzed using CytoScan HD Arrays (Affymetrix, Santa Clara, CA, USA) and Chromosome Analysis Suite (ChAS) software. Germline material from five paired samples was also evaluated. Recurrent deletions were validated with the Salsa MLPA P335 ALL-IKZF1 kit (MRC-Holland, Amsterdam, the Netherlands)2928 (Online Supplementary Data). Statistical analyses on clinical correlates are described in the Online Supplementary Data.
Digital droplet polymerase chain reaction assays
MEF2C deletions were validated by ddPCR using the QX200™ Droplet Digital™ PCR System (BioRad, Hercules, CA, USA) and QuantaSoft Analysis Pro software according to the manufacturer’s instructions (Online Supplementary Data).
Mutational screening
Sanger sequencing of PCR products for MEF2C and KRAS exons (Online Supplementary Table S2) was performed with the ABI-Prism 3500 sequencer (Applied Biosystem, Life Technologies, Foster City, CA, USA) (Online Supplementary Data).
Results
Copy number aberration analysis
CNA analysis revealed 7.8 aberrations/patient (range: 0-28), the majority being losses (88%) with only 12% gains, both spanning from whole chromosomes to focal lesions;32302322 no differences were recorded among trials (Figure 1A).
Gross chromosomal lesions were found in 42% of cases: the majority were losses of chromosome 7 (18.1%), followed by monosomy of chromosome 9 or 9p deletion (9%) and gain of 1q (7.7%) (Figure 1B, Online Supplementary Table S3). Smaller deletions - limited to one to three genes and defined as focal - were found in 56% of cases.
The most frequently deleted region involved the 7p12 cytoband comprising IKZF134332322 which was detected in 97 cases (84%).
PAX5 was deleted in 43 patients (36.2%), while 37 (31.9%) had deletions of CDKN2A/B. MLLT3, BTG1, BTLA, CD200 and RB1 were deleted in 30, 27, 21, 17 and 16 cases, respectively (25.9%, 23%, 18.1%, 17.2%, 14.6%, and 13.8%) (Figure 1C).
IKZF1 deletions (ΔIKZF1) occurred together with CDKN2A/B and/or PAX5 deletions in 45/97 cases (46.4%) and are defined as ΔIKZF1+CDKN2A and/or PAX5 (Figure 1D): this subset displayed similar lesions to those recently described by Stanulla and colleagues.35 With regard to potential interactions, we found a significant association between IKZF1 and PAX5 deletions (P=0.01), but not with CDKN2A.
Multiplex ligation-dependent probe amplification confirmed IKZF1, PAX5, CDKN2A, BTG1, EBF1, ETV6 and RB1 lesions, and allowed evaluation of IKZF1 isoforms. These isoforms were grouped into four classes:3624 wild-type, dominant-negative (comprising Δ4-7 cases, 29.8%), haploinsufficient (including all cases harboring a deletion that involves exon 2 - i.e. Δ2-7, Δ2-8, Δ2-3, Δ1-3 - or the whole gene, 57.7%) and miscellaneous (remaining cases, 11.3%).
Identification of novel lesions
CNA analysis highlighted additional genomic lesions (Table 2, Online Supplementary Table S4). We focused in particular on MEF2C and KRAS deletions since these had prognostic significance (see below). MEF2C deletions were detected in 21 patients (18.1%) and differed in size. According to the length of intron 1-2 losses, deletions were grouped into two categories. One category - detected in 14 cases (67% of MEF2C deleted cases) - was characterized by a larger minimal common region (6.2 Kb) involving introns 1-2 and exon 2 (the first codifying exon), defined ΔMEF2C-long. The other category, detected in seven patients, was smaller (5.4 Kb) and involved only exon 2, and was called ΔMEF2C-short (Figure 2A). ddPCR confirmed MEF2C lesions in all cases. No MEF2C mutations were identified.
KRAS deletions (ΔKRAS) were detected in seven cases (6%); the focal lesion of KRAS started in the 5′ untranslated region and ended in intron 1-2, involving the first non-codifying exon (Figure 2B). The minimal common region consisted of 135 Kb. KRAS was not affected by mutations.
Impact of known and novel deletions on complete molecular response achievement and disease-free survival
We did not find significant differences between patients with ΔIKZF1 and IKZF1 wild-type cases with regard to achievement of complete molecular response (CMR) or disease-free survival (DFS) (Online Supplementary Figure S2). Further stratification according to IKZF1 isoforms showed that patients with the dominant-negative isoform had a lower DFS rate (23.3%; P=0.039) compared to patients with the other isorforms, particularly wild-type (53.3%; P=0.016) and haploinsufficient cases (40.3%; P=0.015); the DFS rate of the miscellaneous group (34.1%) did not differ significantly from that of the dominant-negative cases (Figure 3A). These differences were not statistically significant in the overall survival analysis (Figure 3B).
We also investigated the outcome of ΔIKZF1+CDKN2A and/or PAX5 cases. The CMR rate did not differ between ΔIKZF1+CDKN2A and/or PAX5 and ΔIKZF1-only cases; contrariwise, ΔIKZF1+CDKN2A and/or PAX5 patients had a significantly worse DFS than ΔIKZF1-only cases (43.3% versus 24.9%; P=0.026) (Figure 3C) and an inferior overall survival (62.6% versus 40.2%; P=0.02) (Figure 3D).
The presence of ΔMEF2C-long was associated with a higher rate of CMR achievement (P=0.05); this effect was not influenced by the protocol or the tyrosine kinase inhibitor used (imatinib or dasatinib). Furthermore, ΔMEF2C-long cases were also associated with a significantly better DFS (64.3% versus 32.1%; P=0.031) (Figure 4A) and overall survival (77.9% versus 48.4%; P=0.036) (Figure 4B).
Lastly, ΔKRAS was more frequently found in patients who obtained a CMR (24% versus 3%; P=0.009), but this finding did not have an impact on DFS.
Prognostic impact of known and novel genomic lesions in univariate and multivariate analyses
In univariate analysis, ΔMEF2C-long and ΔKRAS had an impact on CMR achievement, while ΔMEF2C-long and ΔIKZF1+CDKN2A and/or PAX5 influenced DFS (Table 3).
In multivariate analysis for CMR, performed taking into account white blood cell count, age, tyrosine kinase inhibitor use and the genomic lesions described above, the only factor that retained statistical significance was ΔKRAS (P=0.01); a trend was noted for ΔMEF2C-long deletions (P=0.075) (Table 3).
In multivariate analysis for DFS, considering ΔMEF2C-long, ΔIKZF1+CDKN2A and/or PAX5, white blood cell count and CMR as variables, the factors that had a negative impact were ΔMEF2C-long (P=0.057) and white blood cell count (P=0.05), while a trend towards a worse DFS was observed for ΔIKZF1+CDKN2A and/or PAX5 (P=0.089) (Table 3). HSCT did not affect the prognostic role of the above-mentioned lesions.
Discussion
The management of adults with Ph+ ALL currently relies on the use of first,1613108 second1211 and third37 generation tyrosine kinase inhibitors, either alone129 or in combination with chemotherapy,3716138 followed - if feasible and necessary - by HSCT. These approaches have greatly improved the outcome of Ph+ ALL: nowadays, virtually all patients - independent of age - achieve a complete hematologic remission, coupled to a CMR in a variable proportion of cases. Nonetheless, in all reported studies the long-term outcome is in the range of 50% at 5 years; thus, additional prognosticators capable of better stratifying patients into high- and low-risk categories are urgently needed to further optimize treatment. Moreover, another unsolved issue is whether all eligible patients should undergo HSCT,177 a procedure still associated with short-and long-term side effects, as well as treatment-related mortality. This is particularly important for patients who obtain a CMR.
To address these issues we sought to identify additional genomic lesions with prognostic significance in adult Ph+ ALL using high density Cytoscan arrays. We found that adult Ph+ ALL patients carried an average of 7.8 aberrations each, with deletions outnumbering gains, in line with other ALL subsets.39383022 Macro-aberrations were identified in 48% of cases and micro-aberrations in the majority of patients: among the latter, the most frequent was ΔIKZF1, which was detected in 84% of cases. ΔIKZF1 has been regarded as a poor prognostic marker in both childhood and adult ALL.41393634 This finding was not, however, confirmed in our cohort: in fact, the presence of ΔIKZF1 alone was not associated with a worse DFS. A further evaluation of the various IKZF1 isoforms showed that only the dominant-negative genotype was deleterious for outcome. In addition, patients with ΔIKZF1+CDKN2A and/or PAX5, accounting for almost half the ΔIKZF1 cases, experienced a significantly inferior DFS (P=0.005) and overall survival (P=0.02), in line with previous reports on ALL in general.434239362928 ΔIKZF1+CDKN2A and/or PAX5 also had a prognostic impact in multivariate analysis; survival analysis was carried out merging all cases enrolled in the different trials together in order to gain statistical significance.
Recently, studies have been focused on the presence of additional karyotypic aberrations in Ph+ ALL.4844 These studies have highlighted that a high percentage of Ph+ ALL cases (60-80%) harbor additional chromosomal abnormalities, with the most frequent aberrations involving chromosomes 7, 9, and 14. Patients with additional abnormalities, particularly loss of 9/9p and/or CDKN2A, have a worse outcome. These results point to the importance of screening for other molecular markers, and not only IKZF1, in agreement with our findings on ΔIKZF1+CDKN2A and/or PAX5. At variance from these reports, our study also identified novel lesions that had a favorable impact on outcome. Among these, it is worth mentioning ΔMEF2C, which occurred in 18.1% of patients and was of two sizes, a long deletion, encompassing introns 1-2 and exon 2, and a second, smaller one, involving only exon 2. MEF2C is a transcription factor involved in B-cell survival and proliferation whose overexpression is associated with an unfavorable prognosis in T-ALL and acute myeloid leukemia.5249 In our study, the presence of ΔMEF2C-long was associated with achievement of a CMR (P=0.05) and with a significantly better DFS compared to the remaining cases (P=0.031) also in a multivariate model; as for IKZF1 deletions, survival analysis was performed merging the whole cohort because of the sample sizes. ΔMEF2C-long was widely distributed among cases, with no association with white blood cell count, age, type of fusion protein or additional deletions. To our knowledge, this is the first report that correlates ΔMEF2C-long with prognosis in Ph+ ALL: Martinelli et al.40 and Mullighan et al.4122 described ΔMEF2C in Ph+ ALL, but did not demonstrate a correlation with outcome. Finally, ΔKRAS was associated with a higher rate of CMR achievement upon induction (P=0.01), but not with a better DFS.
In conclusion, we show that additional genetic lesions can be found at presentation in adult Ph+ ALL patients and that these lesions have prognostic significance, with the IKZF1 dominant-negative isoform and ΔIKZF1+CDKN2A and/or PAX5 negatively affecting outcome, and ΔMEF2C and ΔKRAS being instead associated with a more favorable prognosis. Screening for these genetic lesions should, therefore, be performed at the time of diagnosis for a more refined prognostic stratification, and for a more personalized and tailored management of Ph+ ALL patients.
Acknowledgments
The authors thank Associazione Italiana per la Ricerca sul Cancro (AIRC), Special Program Molecular Clinical Oncology-Extension program, 5 × 1000 (10007), Milan (Italy) for funding RF; Finanziamento per l’avvio alla ricerca 2015 (Sapienza University of Rome) for funding MM; Finanziamento Medi Progetti Universitari 2015 for funding SC (Sapienza University of Rome); and Fondazione Le Molinette Onlus, Turin (Italy).
Footnotes
- ↵* These authors contributed equally to this work
- Check the online version for the most updated information on this article, online supplements, and information on authorship & disclosures: www.haematologica.org/content/104/2/312
- Received April 26, 2018.
- Accepted August 30, 2018.
References
- Nowell PC, Hungerford DA. Chromosome studies on normal and leukemic human leukocytes. J Natl Cancer Inst. 1960; 25:85-109. PubMedGoogle Scholar
- Chiaretti S, Vitale A, Cazzaniga G. Clinico-biological features of 5202 patients with acute lymphoblastic leukemia enrolled in the Italian AIEOP and GIMEMA protocols and stratified in age cohorts. Haematologica. 2013; 98(11):1702-1710. PubMedhttps://doi.org/10.3324/haematol.2012.080432Google Scholar
- Dombret H, Gabert J, Boiron JM. Outcome of treatment in adults Philadelphia chromosome-positive acute lymphoblastic leukemia-results of the prospective multi-center LALA-94 trial. Blood. 2002; 100(7):2357-2366. PubMedhttps://doi.org/10.1182/blood-2002-03-0704Google Scholar
- Gleissner B, Gökbuget N, Bartram CR. Leading prognostic relevance of the BCR-ABL translocation in adult acute B-lineage lymphoblastic leukemia: a prospective study of the German Multicenter Trial Group and confirmed polymerase chain reaction analysis. Blood. 2002; 99(5):1536-1543. PubMedhttps://doi.org/10.1182/blood.V99.5.1536Google Scholar
- Pullarkat V, Slovak ML, Kopecky KJ. Impact of cytogenetics on the outcome of adult acute lymphoblastic leukemia: results of Southwest Oncology Group 9400 study. Blood. 2008; 111(5):2563-2572. PubMedhttps://doi.org/10.1182/blood-2007-10-116186Google Scholar
- Hunault M, Harousseau JL, Delain M. Better outcome of adult acute lymphoblastic leukemia after early genoidentical allogeneic bone marrow transplantation (BMT) than after late high-dose therapy and autologous BMT: a GOELAMS trial. Blood. 2004; 104(10):3028-3037. PubMedhttps://doi.org/10.1182/blood-2003-10-3560Google Scholar
- Patel JN, Druhan LJ. Genetic effects on hematopoietic stem cell transplant prognosis and outcomes, more than just histocompatibility. Biol Blood Marrow Transplant. 2017; 23(8):1227-1228. Google Scholar
- de Labarthe A, Rousselot P, Huguet-Rigal F. Imatinib combined with induction or consolidation chemotherapy in patients with de novo Philadelphia chromosome-positive acute lymphoblastic leukemia: results of the GRAAPH-2003 study. Blood. 2007; 109(4):1408-1413. PubMedhttps://doi.org/10.1182/blood-2006-03-011908Google Scholar
- Vignetti M, Fazi P, Cimino G. Imatinib plus steroids induces complete remissions and prolonged survival in elderly Philadelphia chromosome-positive patients with acute lymphoblastic leukemia without additional chemotherapy: results of the Gruppo Italiano Malattie Ematologiche dell’Adulto (GIMEMA) LAL0201-B protocol. Blood. 2007; 109(9):3676-3678. PubMedhttps://doi.org/10.1182/blood-2006-10-052746Google Scholar
- Chiaretti S, Vitale A, Vignetti M. A sequential approach with imatinib, chemotherapy and transplant for adult Ph+ acute lymphoblastic leukemia. Final results of the GIMEMA LAL 0904 study. Haematologica. 2016; 101(12):1544-1552. PubMedhttps://doi.org/10.3324/haematol.2016.144535Google Scholar
- Foà R, Vitale A, Vignetti M. Dasatinib as first-line treatment for adult patients with Philadelphia chromosome-positive acute lymphoblastic leukemia. Blood. 2011; 118(25):6521-6528. PubMedhttps://doi.org/10.1182/blood-2011-05-351403Google Scholar
- Chiaretti S, Vitale A, Elia L. Multicenter Total Therapy GIMEMA LAL 1509 protocol for de novo adult Ph+ acute lymphoblastic leukemia (ALL) patients. Updated results and refined genetic-based prognostic stratification. Blood. 2015; 126(23):81. Google Scholar
- Bassan R, Rossi G, Pogliani EM. Chemotherapy-phased imatinib pulses improve long-term outcome of adult patients with Philadelphia chromosome-positive acute lymphoblastic leukemia: Northern Italy Leukemia Group protocol 09/00. J Clin Oncol. 2010; 28(22):3644-3652. PubMedhttps://doi.org/10.1200/JCO.2010.28.1287Google Scholar
- Ribera JM, García O, Montesinos P. Treatment of young patients with Philadelphia chromosome-positive acute lymphoblastic leukaemia using increased dose of imatinib and deintensified chemotherapy before allogeneic stem cell transplantation. Br J Haematol. 2012; 159(1):78-81. PubMedhttps://doi.org/10.1111/j.1365-2141.2012.09240.xGoogle Scholar
- Fielding AK, Rowe JM, Buck G. UKALLXII/ECOG2993: addition of imatinib to a standard treatment regimen enhances long-term outcomes in Philadelphia positive acute lymphoblastic leukemia. Blood. 2014; 123(6):843-850. PubMedhttps://doi.org/10.1182/blood-2013-09-529008Google Scholar
- Chalandon Y, Thomas X, Hayette S. Randomized study of reduced-intensity chemotherapy combined with imatinib in adults with Ph-positive acute lymphoblastic leukemia. Blood. 2015; 125(24):3711-3719. PubMedhttps://doi.org/10.1182/blood-2015-02-627935Google Scholar
- Litzow MR, Fielding AK, Luger SM. The evolving role of chemotherapy and hematopoietic cell transplants in Ph-positive acute lymphoblastic leukemia in adults. Bone Marrow Transplant. 2017; 52(12):1592-1598. Google Scholar
- Cimino G, Pane F, Elia L. The role of BCR/ABL isoforms in the presentation and outcome of patients with Philadelphia-positive acute lymphoblastic leukemia: a seven-year update of the GIMEMA 0496 trial. Haematologica. 2006; 91(3):377-380. PubMedGoogle Scholar
- Lee S, Kim DW, Cho BS. Impact of minimal residual disease kinetics during imatinib-based treatment on transplantation outcome in Philadelphia chromosome-positive acute lymphoblastic leukemia. Leukemia. 2012; 26(11):2367-2374. PubMedhttps://doi.org/10.1038/leu.2012.164Google Scholar
- Ravandi F, Jorgensen JL, Thomas DA. Detection of MRD may predict the outcome of patients with Philadelphia chromosome-positive ALL treated with tyrosine kinase inhibitors plus chemotherapy. Blood. 2013; 122(7):1214-1221. PubMedhttps://doi.org/10.1182/blood-2012-11-466482Google Scholar
- Martinelli G, Iacobucci I, Storlazzi CT. IKZF1 (Ikaros) deletions in BCR-ABL1-positive acute lymphoblastic leukemia are associated with short disease-free survival and high rate of cumulative incidence of relapse: a GIMEMA AL WP report. J Clin Oncol. 2009; 27(31):5202-5207. PubMedhttps://doi.org/10.1200/JCO.2008.21.6408Google Scholar
- Mullighan CG, Miller CB, Radtke I. BCR-ABL1 lymphoblastic leukaemia is characterized by the deletion of Ikaros. Nature. 2008; 453(7191):110-114. PubMedhttps://doi.org/10.1038/nature06866Google Scholar
- Mullighan CG. Genomic profiling of B-progenitor acute lymphoblastic leukemia. Best Pract Res Clin Haematol. 2011; 24(4):489-503. PubMedhttps://doi.org/10.1016/j.beha.2011.09.004Google Scholar
- van der Veer A, Zaliova M, Mottadelli F. IKZF1 status as a prognostic feature in BCR-ABL1-positive childhood ALL. Blood. 2014; 123(11):1691-1698. PubMedhttps://doi.org/10.1182/blood-2013-06-509794Google Scholar
- DeBoer R, Koval G, Mulkey F. Clinical impact of ABL1 kinase domain mutations and IKZF1 deletion in adults under age 60 with Philadelphia chromosome-positive (Ph+) acute lymphoblastic leukemia (ALL): molecular analysis of CALGB (Alliance) 10001 and 9665. Leuk Lymphoma. 2016; 57(10):2298-2306. Google Scholar
- Soverini S, Vitale A, Poerio A. Philadelphia-positive acute lymphoblastic leukemia patients already harbor BCR-ABL kinase domain mutations at low levels at the time of diagnosis. Haematologica. 2011; 96(4):552-557. PubMedhttps://doi.org/10.3324/haematol.2010.034173Google Scholar
- Soverini S, De Benedittis C, Machova Polakova K. Unraveling the complexity of tyrosine kinase inhibitor-resistant populations by ultra-deep sequencing of the BCR-ABL kinase domain. Blood. 2013; 122(9):1634-1648. PubMedhttps://doi.org/10.1182/blood-2013-03-487728Google Scholar
- Messina M, Chiaretti S, Fedullo AL. Clinical significance of recurrent copy number aberrations in B-lineage acute lymphoblastic leukaemia without recurrent fusion genes across age cohorts. Br J Haematol. 2017; 178(4):583-587. Google Scholar
- Moorman AV, Enshaei A, Schwab C. A novel integrated cytogenetic and genomic classification refines risk stratification in pediatric acute lymphoblastic leukemia. Blood. 2014; 124(9):1434-1444. PubMedhttps://doi.org/10.1182/blood-2014-03-562918Google Scholar
- Mullighan CG, Goorha S, Radtke I. Genome-wide analysis of genetic alterations in acute lymphoblastic leukaemia. Nature. 2007; 446(7137):758-764. PubMedhttps://doi.org/10.1038/nature05690Google Scholar
- Kuiper RP, Schoenmakers EF, van Reijmersdal SV. High-resolution genomic profiling of childhood ALL reveals novel recurrent genetic lesions affecting pathways involved in lymphocyte differentiation and cell cycle progression. Leukemia. 2007; 21(6):1258-1266. PubMedhttps://doi.org/10.1038/sj.leu.2404691Google Scholar
- Safavi S, Hansson M, Karlsson K. Novel gene targets detected by genomic profiling in a consecutive series of 126 adults with acute lymphoblastic leukemia. Haematologica. 2015; 100(1):55-61. PubMedhttps://doi.org/10.3324/haematol.2014.112912Google Scholar
- Iacobucci I, Storlazzi CT, Cilloni D. Identification and molecular characterization of recurrent genomic deletions on 7p12 in the IKZF1 gene in a large cohort of BCR-ABL1-positive acute lymphoblastic leukemia patients: on behalf of Gruppo Italiano Malattie EMatologiche dell’Adulto Acute Leukemia Working Party (GIMEMA AL WP). Blood. 2009; 114(10):2159-2167. PubMedhttps://doi.org/10.1182/blood-2008-08-173963Google Scholar
- Mullighan CG, Su X, Zhang J. Deletion of IKZF1 and prognosis in acute lymphoblastic leukemia. N Engl J Med. 2009; 360(5):470-480. PubMedhttps://doi.org/10.1056/NEJMoa0808253Google Scholar
- Stanulla M, Dagdan E, Zaliova M. IKZF1plus defines a new minimal residual disease-dependent very-poor prognostic profile in pediatric B-cell precursor acute lymphoblastic leukemia. J Clin Oncol. 2018; 36(12):1240-1249. Google Scholar
- Boer JM, van der Veer A, Rizopoulos D. Prognostic value of rare IKZF1 deletion in childhood B-cell precursor acute lymphoblastic leukemia: an international collaborative study. Leukemia. 2016; 30(1):32-38. Google Scholar
- Jabbour E, Kantarjian H, Ravandi F. Combination of hyper-CVAD with ponatinib as first-line therapy for patients with Philadelphia chromosome-positive acute lymphoblastic leukaemia: a single-centre, phase 2 study. Lancet Oncol. 2015; 16(15):1547-1555. PubMedhttps://doi.org/10.1016/S1470-2045(15)00207-7Google Scholar
- Messina M, Chiaretti S, Wang J. Prognostic and therapeutic role of targetable lesions in B-lineage acute lymphoblastic leukemia without recurrent fusion genes. Oncotarget. 2016; 7(12):13886-13901. PubMedGoogle Scholar
- Ribera J, Morgades M, Zamora L. Prognostic significance of copy number alterations in adolescent and adult patients with precursor B acute lymphoblastic leukemia enrolled in PETHEMA protocols. Cancer. 2015; 121(21):3809-3817. Google Scholar
- Martinelli G, Iacobucci I, Papayannidis C. New targets for Ph+ leukaemia therapy. Best Pract Res Clin Haematol. 2009; 22(3):445-454. PubMedGoogle Scholar
- Mullighan CG, Downing JR. Genome-wide profiling of genetic alterations in acute lymphoblastic leukemia: recent insights and future directions. Leukemia. 2009; 23(7):1209-1218. PubMedhttps://doi.org/10.1038/leu.2009.18Google Scholar
- Xu N, Li YL, Li X. Correlation between deletion of the CDKN2 gene and tyrosine kinase inhibitor resistance in adult Philadelphia chromosome-positive acute lymphoblastic leukemia. J Hematol Oncol. 2016; 9:40. Google Scholar
- Pfeifer H, Raum K, Markovic S. Genomic CDKN2A/2B deletions in adult Ph+ ALL are adverse despite allogeneic stem cell transplantation. Blood. 2018; 131(13):1464-1475. PubMedhttps://doi.org/10.1182/blood-2017-07-796862Google Scholar
- Heerema NA, Harbott J, Galimberti S. Secondary cytogenetic aberrations in childhood Philadelphia chromosome positive acute lymphoblastic leukemia are nonrandom and may be associated with outcome. Leukemia. 2004; 18(4):693-702. PubMedhttps://doi.org/10.1038/sj.leu.2403324Google Scholar
- Li Y, Qiu L, Zou D. Additional chromosomal abnormalities and their prognostic significance in adult Philadelphia-positive acute lymphoblastic leukemia: with or without imatinib in chemotherapy. Ann Hematol. 2009; 88(11):1069-1077. PubMedGoogle Scholar
- Short NJ, Kantarjian HM, Sasaki K. Poor outcomes associated with +der(22)t(9;22) and -9/9p in patients with Philadelphia chromosome-positive acute lymphoblastic leukemia receiving chemotherapy plus a tyrosine kinase inhibitor. Am J Hematol. 2017; 92(3):238-243. Google Scholar
- Seol CA, Cho YU, Jang S. Prognostic significance of recurrent additional chromosomal abnormalities in adult patients with Philadelphia chromosome-positive acute lymphoblastic leukemia. Cancer Genet. 2017; 216–217:29-36. Google Scholar
- Motlló C, Ribera JM, Morgades M. Frequency and prognostic significance of additional cytogenetic abnormalities to the Philadelphia chromosome in young and older adults with acute lymphoblastic leukemia. Leuk Lymphoma. 2018; 59(1):146-154. Google Scholar
- Homminga I, Pieters R, Langerak AW. Integrated transcript and genome analyses reveal NKX2-1 and MEF2C as potential oncogenes in T cell acute lymphoblastic leukemia. Cancer Cell. 2011; 19(4):484-497. PubMedhttps://doi.org/10.1016/j.ccr.2011.02.008Google Scholar
- Zuurbier L, Gutierrez A, Mullighan CG. Immature MEF2C-dysregulated T-cell leukemia patients have an early T-cell precursor acute lymphoblastic leukemia gene signature and typically have non-rearranged T-cell receptors. Haematologica. 2014; 99(1):94-102. PubMedhttps://doi.org/10.3324/haematol.2013.090233Google Scholar
- Laszlo GS, Alonzo TA, Gudgeon CJ. High expression of myocyte enhancer factor 2C (MEF2C) is associated with adverse-risk features and poor outcome in pediatric acute myeloid leukemia: a report from the Children’s Oncology Group. J Hematol Oncol. 2015; 8:115. https://doi.org/10.1186/s13045-015-0215-4Google Scholar
- Colomer-Lahiguera S, Pisecker M, König M. MEF2C-dysregulated pediatric T-cell acute lymphoblastic leukemia is associated with CDKN1B deletions and a poor response to glucocorticoid therapy. Leuk Lymphoma. 2017; 58(12):2895-2904. Google Scholar