Purpose: Asparaginase (ASNase) is a standard and critical component in the therapy of childhood acute lymphoblastic leukemia (ALL), but it is also associated with several toxicities.

Experimental design: We recently reported the results of an association study between ASNase pathway genes and event-free survival (EFS) in childhood patients with ALL. The same polymorphisms were interrogated here in relation to allergies, pancreatitis, and thrombotic events following treatment with E. coli ASNase.

Results: Among patients of the discovery group, allergies, and pancreatitis were more frequent in individuals who are homozygous for the triple-repeat allele (3R) of the asparagine synthetase (ASNS) gene, resulting in remarkably higher risk of these toxicities associated with 3R3R genotype [OR for allergies, 14.6; 95% confidence interval (CI), 3.6–58.7; P < 0.0005 and OR for pancreatitis, 8.6; 95% CI, 2.0–37.3; P = 0.01]. In contrast, the ASNS haplotype *1 harboring double-repeat (2R) allele had protective effect against these adverse reactions (P ≤ 0.01). The same haplotype was previously reported to confer reduction in EFS. The risk effect of 3R3R genotype was not replicated in the validation cohort, whereas the protective effect of haplotype *1 against allergies was maintained (P ≤ 0.002). Analysis with additional polymorphisms in ASNS locus in lymphoblastoid cell lines showed that haplotype *1 is diversified in several subtypes of which one was associated with reduced in vitro sensitivity to ASNase (rs10486009, P = 0.01) possibly explaining an association seen in clinical setting.

Conclusions: This finding might have implication for treatment individualization in ALL and other cancers using asparagine depletion strategies. Clin Cancer Res; 21(2); 329–34. ©2014 AACR.

See related commentary by Avramis, p. 230

This article is featured in Highlights of This Issue, p. 225

Translational Relevance

Acute lymphoblastic leukemia (ALL) is the most frequent malignancy of childhood. The treatment of pediatric ALL has greatly improved in the past four decades due to the introduction of effective combination risk–adapted therapies. However, therapy resistance in a significant number of children is still a major obstacle to successful treatment. Intensive treatment has also significant short-term side effects and long-term consequences. Identification of genetic component underlying this variability, would allow traditional treatment to be complemented by genotype-based drug–dose adjustment. Asparaginase (ASNase) is a critical component of ALL treatment. We recently analyzed genes of the ASNase action pathway in relation to the risk of relapse in ALL. Here, we investigated whether the same genes may affect ASNase-related toxicities and found that particular polymorphisms and haplotypes in the asparagine synthetase gene may affect these adverse reactions in patients with ALL. The study provides a new insight into the pharmacogenetics of ASNase-related treatment complications in ALL.

Over the past four decades, treatment of childhood acute lymphoblastic leukemia (ALL) has improved importantly such that approximately 80% to 85% of patients are cured with current therapy regimen. Up to 20% of patients experience treatment failure whereas treatment-related toxicities are often life-threatening and are the primary cause of interruption or discontinuation of chemotherapy. Asparaginase (ASNase) is a standard component in the childhood ALL treatment (1). Asparagine is required by all cells for survival and is normally produced by the enzyme asparagine synthetase (ASNS). Malignant lymphoblasts are thought to have low ASNS levels and, thus, depend on extracellular sources of asparagine for their rapid growth. Depletion of asparagine by ASNase selectively kills leukemia cells by decreasing protein biosynthesis (2). Associations between success of ALL treatment and ASNase dose intensity or formulation have been reported in several clinical studies (3–5). E. coli–derived enzymes are more potent, it is associated with higher efficacy, but also with higher toxicity (5–7). Side effects related to ASNase treatment include allergic reactions that occur in 20% to 40% patients and require change of drug formulation; Two most serious and most frequent dose-limiting ASNase-related toxicities are pancreatitis and thrombotic events reported in up to 18% and 5% of patients with ALL, respectively (8, 9). Pancreatitis usually develops after the first few doses of ASNase, suggesting that it may occur as a result of an underlying predisposition rather than as a cumulative drug effect (9).

We recently analyzed relationship between event-free survival (EFS) in childhood ALL patients and genes in the ASNase pathway (10), which were selected on the basis of differential expression between ASNase-resistant and -sensitive cells (11–13). We showed that promoter variant of transcriptional factor ATF5 involved in ASNS regulation, is associated with higher promoter activity and confers higher risk of ALL relapse in patients who received E. Coli ASNase (10). Association with lower EFS has been also found with tandem repeat (14) in the ASNS gene and with resulting haplotype (arbitrarily named haplotype *1; ref. 10). Here, we report the analysis of the same set of polymorphisms in ASNS, ATF5, and ASS1 (arginosuccinate synthase 1) in relation to ASNase-related acute complications (allergies, pancreatitis, and thrombotic events) in two independent childhood ALL cohorts.

Study population and endpoints in the analysis

The study population consisted of 285 Caucasian children (98% of French-Canadian origin) diagnosed with ALL at the Hospital Sainte-Justine, (HSJ; Montreal, QC, Canada) between January 1989 and July 2005 (QcALL cohort or test group) who received E. coli ASNase as a part of Dana-Farber Cancer Institute ALL Consortium protocols DFCI 87-01, 91-01, 95-01, or 00-01 (Table 1; refs. 4–6, 10). Details of ASNase administration across these treatment protocols are described elsewhere (10, 15). The information on ASNase-related toxicity was assessed by retrospective chart review. Pancreatitis was defined as an elevation in the serum amylase level >3 times normal associated with clinical signs and symptoms consistent with the diagnosis (9). Pancreatitis cases were classified by duration of symptoms as severe or mild/moderate (15). Hypersensitivity reactions to ASNase were characterized by local manifestations at the injection site as well as systemic manifestations (erythema, swelling, urticaria, rash, pruritus, tachypnea, and wheezing) (16). Thrombosis was identified by clinical symptoms and confirmed by radiologic imaging based on institutional guidelines (17).

Table 1.

Baseline characteristics of patients with ALL in the test (QcALL) and validation (DFCI) cohort

Number of subjects and frequency (%)
CharacteristicQcALL (n = 285)DFCI (n = 248)
Sex 
 Female 130 (45.6) 114 (46.0) 
 Male 155 (54.4) 134 (54.0) 
Age, y 
 <10 224 (78.6) 203 (81.9) 
 ≥10 61 (21.4) 45 (18.1) 
WBC, ×109/L 
 <50 242 (84.9) 202 (81.5) 
 >50 43 (15.1) 46 (18.5) 
Cell type 
 B 267 (93.6) 227 (91.5) 
 T 18 (6.4) 21 (8.5) 
Risk groups 
 Standard 137 (48.1) 153 (61.7) 
 High 148 (51.9) 95 (38.3) 
Treatment protocol 
 87-01 20 (7.0)  
 91-01 57 (20.0)  
 95-01 92 (32.3) 73 (29.4) 
 00-01 116 (40.7) 175 (70.6) 
Number of subjects and frequency (%)
CharacteristicQcALL (n = 285)DFCI (n = 248)
Sex 
 Female 130 (45.6) 114 (46.0) 
 Male 155 (54.4) 134 (54.0) 
Age, y 
 <10 224 (78.6) 203 (81.9) 
 ≥10 61 (21.4) 45 (18.1) 
WBC, ×109/L 
 <50 242 (84.9) 202 (81.5) 
 >50 43 (15.1) 46 (18.5) 
Cell type 
 B 267 (93.6) 227 (91.5) 
 T 18 (6.4) 21 (8.5) 
Risk groups 
 Standard 137 (48.1) 153 (61.7) 
 High 148 (51.9) 95 (38.3) 
Treatment protocol 
 87-01 20 (7.0)  
 91-01 57 (20.0)  
 95-01 92 (32.3) 73 (29.4) 
 00-01 116 (40.7) 175 (70.6) 

NOTE: Protocol distribution is different between the QcALL and DFCI groups (P = 0.001), whereas the remaining characteristics do not differ significantly.

Abbreviation: WBC, white blood cell count.

Previously obtained genotypes in ASNase pathway genes were used for the analysis, as described in Rousseau and colleagues (10), including 8, 2, and 4 SNPs in ATF5, ASNS, and ASS1 genes, respectively (Supplementary Table S1). The estimates of linkage disequilibrium, and haplotype phase were obtained by PHASE software, version 2.0 (18). Association of genotypes/haplotypes with the presence of each ASNase-related toxicity was assessed by the χ2 test. Adjustment for multiple testing (including all polymorphisms and all toxicities analyzed) was estimated by false discovery rate (FDR; ref. 10). Analyses of haplotypes within the significantly associated gene were not further corrected. For significant associations, genotypes/haplotypes were grouped in two categories and the genotype-associated risk was expressed as OR with 95% confidence interval (CI).

A validation set of Caucasian patients called the Dana-Farber Cancer Institute (DFCI) group (Table 1) was composed of a 248 patients who received E. coli ASNase within the DFCI 95-01 and 00-01 ALL treatment protocol in remaining (without HSJ) consortium institutions (5, 6, 15).

Cellular proliferation assay

In vitro sensitivity to ASNase was assessed in lymphoblastoid cell lines (LCL) from 89 individuals of Northern and Western Europe (CEU), as described by Chen and colleagues (16) The drug concentration resulting in 50% inhibition of cell growth (IC50) during 48 hours incubations time was estimated using several E. coli ASNase concentrations ranging from 0.01 to 10 IU and the GraphPad software by fitting sigmoid dose–response curves. Obtained values were correlated with genotypes using the Mann–Whitney or Kruskal–Wallis test.

Informed consents were obtained from parents or guardians before enrolment into the study. The study was approved by institution ethics committees.

Allergies, pancreatitis, and thrombotic events occurred in the discovery group (QcALL) with the frequency of 15.8%, 5.6%, and 3.5%, respectively. Pancreatitis was in most cases severe (in 13 of 16 cases) and systemic allergies also occurred more frequently (in 37 of 45 subjects with allergic reactions). Analysis between these toxicities and SNPs in ASNS, ATF5 and ASS1 genes revealed an association of tandem repeat polymorphism (rs3832526) in the ASNS gene with both pancreatitis and allergies (P = 0.008 and P <0.0005, respectively, Fig. 1A). These complications were more frequent among patients that were homozygous for the triple-repeat allele (3R) resulting in 8- to 14-fold risk elevation (OR for allergies, 14.6; 95% CI, 3.6–58.7; and OR for pancreatitis, 8.6; 95% CI, 2.0–37.3). The association with allergy remained significant with FDR of lower than 1%, whereas association with pancreatitis remained significant only with FDR of 16%. We further analyzed ASNS haplotypes composed of the tandem repeat polymorphism and promoter C-181T substitution (rs3757676). Two haplotypes were associated with allergies and pancreatitis; Homozygosity for haplotype *2, uniquely tagged by 3R allele conferred higher risk of these toxicities (high-sensitivity haplotype), whereas haplotype *1 defined by C-181 and 2R alleles had protective effect (low-sensitivity haplotype; OR for allergies, 0.4; 95% CI, 0.2–0.8; and OR for pancreatitis, 0.2; 95% CI, 0.07–0.7; P ≤ 0.01; Fig. 1B). In our previous analysis the low-sensitivity haplotype *1 conferred reduction in EFS in the QcALL cohort (10). We further performed the analyses of the ASNS gene in the replication (DFCI) cohort. Pancreatitis and allergies occurred in this group with the frequency of 8.5% and 23%, similar to the frequencies reported for the 00-01 clinical trial (15). Distribution of severe/moderate pancreatitis and systemic/local allergies differed from the discovery group, 33.3% pancreatic cases had moderate form and among patients with allergies, 50.1% had local manifestation. The risk effect of 3R3R genotype (or haplotype *2) was not seen, whereas protective effect of haplotype *1 against allergies was maintained, particularly against local allergic manifestation and in patients assigned to the high-risk group (P = 0.002 and P < 0.0005, respectively, Fig. 1B).

Figure 1.

ASNase-related acute complications in childhood ALL in relation to tandem repeat polymorphism and resulting haplotypes in the ASNS gene. A, tandem repeat polymorphism in relation to allergies and pancreatitis in patients with ALL of the discovery cohort. The frequency of individuals with genotypes of tandem repeat polymorphism in patients with (+, dark gray bars) and without (−, light gray bars) allergies and pancreatitis (left and right side, respectively). Numbers of individuals represented by each bar, a P value for the difference across genotype groups and risk associated with 3R3R genotype (OR with 95% CI) are indicated on each plot. B, risk of allergies and pancreatitis in relation to ASNS haplotypes. Linear display of risk (OR with 95% CI) associated with haplotype *1 and *2 in discovery (QcALL) and replication groups (DFCI) based on C-181T substitution (rs3757676) and tandem repeat polymorphism (rs3832526). Protective effect of haplotype *1 in the DFCI group was more apparent against local allergies (LA) and in the high-risk (HR) group. Sequence and frequency of three major haplotypes are indicated in the box on the right-bottom side.

Figure 1.

ASNase-related acute complications in childhood ALL in relation to tandem repeat polymorphism and resulting haplotypes in the ASNS gene. A, tandem repeat polymorphism in relation to allergies and pancreatitis in patients with ALL of the discovery cohort. The frequency of individuals with genotypes of tandem repeat polymorphism in patients with (+, dark gray bars) and without (−, light gray bars) allergies and pancreatitis (left and right side, respectively). Numbers of individuals represented by each bar, a P value for the difference across genotype groups and risk associated with 3R3R genotype (OR with 95% CI) are indicated on each plot. B, risk of allergies and pancreatitis in relation to ASNS haplotypes. Linear display of risk (OR with 95% CI) associated with haplotype *1 and *2 in discovery (QcALL) and replication groups (DFCI) based on C-181T substitution (rs3757676) and tandem repeat polymorphism (rs3832526). Protective effect of haplotype *1 in the DFCI group was more apparent against local allergies (LA) and in the high-risk (HR) group. Sequence and frequency of three major haplotypes are indicated in the box on the right-bottom side.

Close modal

To further understand the variability of the ASNS gene, we retrieved an information on all SNPs in coding and regulatory regions with minor allele frequency higher than 5%, that might have been identified (19) after our first analysis of this gene (10). We also included SNPs within 5 kb upstream and downstream from the gene boundaries. Sixteen additional tag SNPs were analyzed, which were all except one (Val210Glu) located beyond the coding region (Fig. 2A). Given high number of resulting haplotypes and low frequency of adverse events, detailed stratified analysis would have limited power in patients. We analyzed instead whether polymorphisms defining particular haplotype subtypes might have functional role as estimated by in vitro sensitivity assay in lymphoblastoid CEU cell lines. Protective haplotype *1 was diversified in five subtypes (defined by SNPs at 5 different positions, Fig. 2B). Two polymorphisms (rs10486009 and rs6971012, positions 4 and 5 in Fig. 2B) correlated with in vitro sensitivity to ASNase, (P = 0.01 and P = 0.002, respectively; Fig. 2C). The TT genotype of rs6971012 had lower sensitivity, which was further reduced by the G allele of rs10486009 (Fig. 2C, P = 0.001), suggesting that it may contribute to protective effect of haplotype *1 observed in clinical setting. In contrast, only one haplotype defined by 3R allele remained after addition of other ASNS polymorphisms and it did not affect in vitro sensitivity to ASNase.

Figure 2.

ASNS polymorphisms, haplotype *1 subclassification and cellular proliferation assay. A, linear display of SNPs in ASNS locus. Linear display refers to all SNPs with minor allele frequency (MAF) >5% located in coding regions and within upstream and downstream gene boundaries of approximately 5 kb. Exonic and coding sequences are represented by open and gray boxes, respectively, and SNPs are represented by gray dots. Of note, rs number and MAF are indicated next to each polymorphism. Black and gray arrows, the transcription and translation start site, respectively, estimated according to reference sequence NM_183356.3. Polymorphisms analyzed in patients are indicated in bold character. Arrows next to the polymorphisms indicate those depicted in B. B, haplotype *1 subtypes. Diversification of ASNS haplotype *1 on several subtypes, based on the identified polymorphic positions (positions 1 to 5 indicated by respective rs numbers). Haplotype resolution is performed using all SNPs presented in (Fig. 2A); only those that are relevant for haplotype *1 diversification are presented. C, In vitro sensitivity to ASNase in relation to rs6971012 and rs10486009. Box plots representing ASNase IC50 in CEU LCLs with and without C allele of rs6971012, with and without G allele of rs10486009, and with combined rs6971012 and rs10486009 genotypes (G+, C+ or none of these alleles, (CG)) are presented in left, middle, and right, respectively. The number of individuals represented by each bar and the P value obtained by the Mann–Whitney or Kruskal–Wallis test is indicated on the plot.

Figure 2.

ASNS polymorphisms, haplotype *1 subclassification and cellular proliferation assay. A, linear display of SNPs in ASNS locus. Linear display refers to all SNPs with minor allele frequency (MAF) >5% located in coding regions and within upstream and downstream gene boundaries of approximately 5 kb. Exonic and coding sequences are represented by open and gray boxes, respectively, and SNPs are represented by gray dots. Of note, rs number and MAF are indicated next to each polymorphism. Black and gray arrows, the transcription and translation start site, respectively, estimated according to reference sequence NM_183356.3. Polymorphisms analyzed in patients are indicated in bold character. Arrows next to the polymorphisms indicate those depicted in B. B, haplotype *1 subtypes. Diversification of ASNS haplotype *1 on several subtypes, based on the identified polymorphic positions (positions 1 to 5 indicated by respective rs numbers). Haplotype resolution is performed using all SNPs presented in (Fig. 2A); only those that are relevant for haplotype *1 diversification are presented. C, In vitro sensitivity to ASNase in relation to rs6971012 and rs10486009. Box plots representing ASNase IC50 in CEU LCLs with and without C allele of rs6971012, with and without G allele of rs10486009, and with combined rs6971012 and rs10486009 genotypes (G+, C+ or none of these alleles, (CG)) are presented in left, middle, and right, respectively. The number of individuals represented by each bar and the P value obtained by the Mann–Whitney or Kruskal–Wallis test is indicated on the plot.

Close modal

Differences in susceptibility to ASNase have been attributed to variable levels of ASNS expression in number of studies: ASNS levels in leukemia cell lines, patients lymphoblasts, and surrounding mesenchyme cells suggested that elevated ASNS levels may counteract the ASNase effect and underlie the resistance to treatment (11, 20, 21). Lower ASNS expression might then be expected to mediate higher sensitivity to treatment and possibly higher frequency of ASNase-related complications. We found that the 3R3R genotype of tandem repeat polymorphism correlated more frequently with pancreatitis and allergies in the discovery group. Tandem repeat polymorphism is located in intron 1, but upstream from translation initiation site and was reported to act as an enhancer element (14). The 3R allele increased ASNS promoter activity in the embryonic kidney cell line (14). We did not observe relationship between 3R3R genotype with mRNA levels (10), or in this study, with in vitro sensitivity to ASNase. The effect of 3R allele on therapeutic responses to ASNase is also ambiguous. Recent study reported that 3R allele can affect early response to ALL treatment, as defined by the number of leukemic blasts following one ASNase dose (22). We did not find an association of 3R3R genotype with reduced EFS (10) and in this study, we did not replicate an association of 3R3R genotype with adverse reactions of ASNase. Other polymorphisms/haplotypes in the ASNS gene cannot explain this discrepancy; there was only one haplotype defined by 3R allele when additional polymorphisms were included in the analysis. The differences can nevertheless be due to low frequency of 3R3R genotype, different distribution of severe/moderate pancreatitis and systemic/local allergies, or different geographical location of discovery and replication groups. Other genes beyond those studied here, as well as disease and treatment characteristics might also play a role. For example, it has been shown that leukemic cells carrying the TEL/AML1 fusion gene are more sensitive to treatment with ASNase compared with other subtypes of ALL (23); several polymorphisms of the aspartate metabolic pathway have been associated with ASNase sensitivity in vitro using ALL cells and LCL cell lines (24); top ranking SNPs for ASNase-related allergies have been identified in the gene coding for glutamate receptor in the genome-wide association study (16). Distribution of treatment protocols differed between discovery and replication groups (P = 0.001, Table 1) and patients might have received different ASNase doses. An association with pancreatitis and allergies with 3R3R genotype was nevertheless maintained in the discovery group when analysis was limited to patients treated with DFCI 95-01 and 00-01 protocols (P ≤ 0.02, not shown). Other baseline characteristics between two groups did not differ significantly (Table 1). Further and larger studies are needed to confirm the role of 3R3R genotype and to explore whether this finding is applicable to other protocols and other populations.

The results obtained for haplotype *1, harboring 2R allele, seems more consistent and correlated with lower frequency of allergies in both discovery and replication patient cohorts. This is in agreement with previously reported association of the same haplotype with reduced EFS (10), suggesting its lower sensitivity in response to ASNase treatment. Analysis of additional polymorphisms in ASNS locus revealed diversification or haplotype *1 in several subtypes; one of them (defined by minor allele of rs10486009) seems particularly interesting because it was associated with reduced sensitivity to ASNase in vitro, possibly explaining lower sensitivity of haplotype *1 seen in clinical setting. Our finding might be as well of interest for the treatment of other cancers because asparagine depletion strategies using ASNS inhibitors and ASNase have been suggested in pancreatic and ovarian malignancies (25, 26). Tumor-specific upregulation of ASNS was also reported in castration-resistant prostate cancer and correlated with the progression to a therapy-resistant disease state (27).

In conclusion, we reported an association of 3R3R genotype of the ASNS gene with a higher frequency of ASNase-related adverse reactions. The association was not seen in the replication group suggesting limited study power or possible modulating role of other genes and/or disease and treatment features or patient origin. Haplotype harboring 2R allele seems to have protective role against ASNase allergies in both discovery and replication patient sets. Extension of the analysis to additional polymorphisms and cellular proliferation assay in response to ASNase treatment, identified variants possibly explaining lower sensitivity of this haplotype observed in clinical setting.

No potential conflicts of interest were disclosed.

Conception and design: D. Sinnett, C. Laverdière, M. Krajinovic

Development of methodology: B. Sharif-Askari, F. Ceppi, D. Sinnett

Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): M.B. Tanfous, B. Sharif-Askari, F. Ceppi, H. Laaribi, V. Gagné, J. Rousseau, L.B. Silverman, S.E. Sallan, J.L. Kutok, D. Sinnett, C. Laverdière

Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): M.B. Tanfous, B. Sharif-Askari, F. Ceppi, H. Laaribi, V. Gagné, J. Rousseau, D. Neuberg, C. Laverdière, M. Krajinovic

Writing, review, and/or revision of the manuscript: B. Sharif-Askari, F. Ceppi, H. Laaribi, V. Gagné, J. Rousseau, L.B. Silverman, S.E. Sallan, D. Neuberg, J.L. Kutok, D. Sinnett, C. Laverdière

Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): M.B. Tanfous, F. Ceppi, H. Laaribi, M. Labuda, D. Sinnett

Study supervision: M. Krajinovic

The authors thank all patients and their parents who consented to participate in genetics studies related to leukemia.

This study was supported by the Canadian Institutes of Health Research, Leukemia Lymphoma Society of Canada, Charles Bruneau Foundation, and Centre d'excellence en Oncologie pédiatrique et en soins palliatifs. Dana-Farber Cancer Institute ALL treatment protocols are supported by the National Cancer Institute/NIH grant 5 P01CA06848.

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1.
Silverman
LB
,
Declerck
L
,
Gelber
RD
,
Dalton
VK
,
Asselin
BL
,
Barr
RD
, et al
Results of Dana-Farber Cancer Institute Consortium protocols for children with newly diagnosed acute lymphoblastic leukemia (1981–1995).
Leukemia
2000
;
14
:
2247
56
.
2.
Horowitz
B
,
Madras
BK
,
Meister
A
,
Old
LJ
,
Boyes
EA
,
Stockert
E
. 
Asparagine synthetase activity of mouse leukemias.
Science
1968
;
160
:
533
5
.
3.
Pession
A
,
Valsecchi
MG
,
Masera
G
,
Kamps
WA
,
Magyarosy
E
,
Rizzari
C
, et al
Long-term results of a randomized trial on extended use of high dose L-asparaginase for standard risk childhood acute lymphoblastic leukemia.
J Clin Oncol
2005
;
23
:
7161
7
.
4.
Silverman
LB
,
Gelber
RD
,
Dalton
VK
,
Asselin
BL
,
Barr
RD
,
Clavell
LA
, et al
Improved outcome for children with acute lymphoblastic leukemia: results of Dana-Farber Consortium Protocol 91-01.
Blood
2001
;
97
:
1211
8
.
5.
Moghrabi
A
,
Levy
DE
,
Asselin
B
,
Barr
R
,
Clavell
L
,
Hurwitz
C
, et al
Results of the Dana-Farber Cancer Institute ALL Consortium Protocol 95-01 for children with acute lymphoblastic leukemia.
Blood
2007
;
109
:
896
904
.
6.
Silverman
LB
,
Stevenson
KE
,
O'Brien
JE
,
Asselin
BL
,
Barr
RD
,
Clavell
L
, et al
Long-term results of Dana-Farber Cancer Institute ALL Consortium protocols for children with newly diagnosed acute lymphoblastic leukemia (1985–2000).
Leukemia
2010
;
24
:
320
34
.
7.
Duval
M
,
Suciu
S
,
Ferster
A
,
Rialland
X
,
Nelken
B
,
Lutz
P
, et al
Comparison of Escherichia coli-asparaginase with Erwinia-asparaginase in the treatment of childhood lymphoid malignancies: results of a randomized European Organisation for Research and Treatment of Cancer-Children's Leukemia Group phase 3 trial.
Blood
2002
;
99
:
2734
9
.
8.
Verma
N
,
Kumar
K
,
Kaur
G
,
Anand
S
. 
L-asparaginase: a promising chemotherapeutic agent.
Crit Rev Biotechnol
2007
;
27
:
45
62
.
9.
Kearney
SL
,
Dahlberg
SE
,
Levy
DE
,
Voss
SD
,
Sallan
SE
,
Silverman
LB
. 
Clinical course and outcome in children with acute lymphoblastic leukemia and asparaginase-associated pancreatitis.
Pediatr Blood Cancer
2009
;
53
:
162
7
.
10.
Rousseau
J
,
Gagne
V
,
Labuda
M
,
Beaubois
C
,
Sinnett
D
,
Laverdiere
C
, et al
ATF5 polymorphisms influence ATF function and response to treatment in children with childhood acute lymphoblastic leukemia.
Blood
2011
;
118
:
5883
90
.
11.
Stams
WA
,
den Boer
ML
,
Holleman
A
,
Appel
IM
,
Beverloo
HB
,
van Wering
ER
, et al
Asparagine synthetase expression is linked with L-asparaginase resistance in TEL-AML1-negative but not TEL-AML1-positive pediatric acute lymphoblastic leukemia.
Blood
2005
;
105
:
4223
5
.
12.
Estes
DA
,
Lovato
DM
,
Khawaja
HM
,
Winter
SS
,
Larson
RS
. 
Genetic alterations determine chemotherapy resistance in childhood T-ALL: modelling in stage-specific cell lines and correlation with diagnostic patient samples.
Br J Haematol
2007
;
139
:
20
30
.
13.
Fine
BM
,
Kaspers
GJ
,
Ho
M
,
Loonen
AH
,
Boxer
LM
. 
A genome-wide view of the in vitro response to l-asparaginase in acute lymphoblastic leukemia.
Cancer Res
2005
;
65
:
291
9
.
14.
Akagi
T
,
Yin
D
,
Kawamata
N
,
Bartram
CR
,
Hofmann
WK
,
Song
JH
, et al
Functional analysis of a novel DNA polymorphism of a tandem repeated sequence in the asparagine synthetase gene in acute lymphoblastic leukemia cells.
Leukemia Res
2009
;
33
:
991
6
.
15.
Vrooman
LM
,
Stevenson
KE
,
Supko
JG
,
O'Brien
J
,
Dahlberg
SE
,
Asselin
BL
, et al
Postinduction dexamethasone and individualized dosing of Escherichia Coli L-asparaginase each improve outcome of children and adolescents with newly diagnosed acute lymphoblastic leukemia: results from a randomized study–Dana-Farber Cancer Institute ALL Consortium Protocol 00-01.
J Clin Oncol
2013
;
31
:
1202
10
.
16.
Chen
SH
,
Pei
D
,
Yang
W
,
Cheng
C
,
Jeha
S
,
Cox
NJ
, et al
Genetic variations in GRIA1 on chromosome 5q33 related to asparaginase hypersensitivity.
Clin Pharmacol Ther
2010
;
88
:
191
6
.
17.
Grace
RF
,
Dahlberg
SE
,
Neuberg
D
,
Sallan
SE
,
Connors
JM
,
Neufeld
EJ
, et al
The frequency and management of asparaginase-related thrombosis in paediatric and adult patients with acute lymphoblastic leukaemia treated on Dana-Farber Cancer Institute consortium protocols.
Br J Haematol
2011
;
152
:
452
9
.
18.
Stephens
M
,
Smith
NJ
,
Donnelly
P
. 
A new statistical method for haplotype reconstruction from population data.
Am J Hum Genet
2001
;
68
:
978
89
.
19.
Buchanan
CC
,
Torstenson
ES
,
Bush
WS
,
Ritchie
MD
. 
A comparison of cataloged variation between International HapMap Consortium and 1000 Genomes Project data.
J Am Med Inform Assoc
2012
;
19
:
289
94
.
20.
Aslanian
AM
,
Fletcher
BS
,
Kilberg
MS
. 
Asparagine synthetase expression alone is sufficient to induce l-asparaginase resistance in MOLT-4 human leukaemia cells.
Biochem J
2001
;
357
:
321
8
.
21.
Iwamoto
S
,
Mihara
K
,
Downing
JR
,
Pui
CH
,
Campana
D
. 
Mesenchymal cells regulate the response of acute lymphoblastic leukemia cells to asparaginase.
J Clin Invest
2007
;
117
:
1049
57
.
22.
Pastorczak
A
,
Fendler
W
,
Zalewska-Szewczyk
B
,
Gorniak
P
,
Lejman
M
,
Trelinska
J
, et al
Asparagine synthetase (ASNS) gene polymorphism is associated with the outcome of childhood acute lymphoblastic leukemia by affecting early response to treatment.
Leukemia Res
2014
;
38
:
180
3
.
23.
Krejci
O
,
Starkova
J
,
Otova
B
,
Madzo
J
,
Kalinova
M
,
Hrusak
O
, et al
Upregulation of asparagine synthetase fails to avert cell cycle arrest induced by L-asparaginase in TEL/AML1-positive leukaemic cells.
Leukemia
2004
;
18
:
434
41
.
24.
Chen
SH
,
Yang
W
,
Fan
Y
,
Stocco
G
,
Crews
KR
,
Yang
JJ
, et al
A genome-wide approach identifies that the aspartate metabolism pathway contributes to asparaginase sensitivity.
Leukemia
2011
;
25
:
66
74
.
25.
Cui
H
,
Darmanin
S
,
Natsuisaka
M
,
Kondo
T
,
Asaka
M
,
Shindoh
M
, et al
Enhanced expression of asparagine synthetase under glucose-deprived conditions protects pancreatic cancer cells from apoptosis induced by glucose deprivation and cisplatin.
Cancer Res
2007
;
67
:
3345
55
.
26.
Lorenzi
PL
,
Reinhold
WC
,
Rudelius
M
,
Gunsior
M
,
Shankavaram
U
,
Bussey
KJ
, et al
Asparagine synthetase as a causal, predictive biomarker for L-asparaginase activity in ovarian cancer cells.
Mol Cancer Ther
2006
;
5
:
2613
23
.
27.
Sircar
K
,
Huang
H
,
Hu
L
,
Cogdell
D
,
Dhillon
J
,
Tzelepi
V
, et al
Integrative molecular profiling reveals asparagine synthetase is a target in castration-resistant prostate cancer.
Am J Pathol
2012
;
180
:
895
903
.