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Abaji et al. Cancer Drug Resist 2019;2:242-55 I http://dx.doi.org/10.20517/cdr.2018.24                                                       Page 245

                Liu et al. [35]  2016  GWAS  CPA2  Gene-Level  Pancreatitis 5,185  213  Yes  16 SNPs in this gene were
                                                                                       significantly associated with
                                                                                       pancreatitis in a gene-level
                                                                                       analysis and around 54%
                                                                                       of carriers of at least one
                                                                                       of these polymorphisms
                                                                                       developed the toxicity.
                                                                                       rs199695765 showed the
                                                                                       strongest association
                Alachkar et al.    Gene-  SOD2  rs4880  Hepato-  190     No     N/A    Increased risk of
                         [6]
                2017        Candidate                   toxicity                       hepatotoxicity following
                                                                                       ASNase-based treatment for
                                                                                       carriers of the minor allele
                Rousseau et al. [18]   Gene-  ATF5  rs11554772  EFS  318  267   Yes    Carriers of the minor allele
                2011        Candidate                                                  who received E. coli ASNase
                                                                                       were at higher risk of ALL
                                                                                       relapse and the result
                                                                                       was corroborated through
                                                                                       replication study and higher
                                                                                       promoter activity
                                     ASNS    rs3832526                                 Homozygous carriers of
                                                                                       the double repeat (2R) had
                                                                                       significantly lower EFS
                Pastorczak et al. [54]   Gene-  ASNS  rs3832526  EFS/  264  No  N/A    Carriers of the (3R) allele
                2014        Candidate                   Response                       with a poor response at day
                                                                                       15 had an increased risk of
                                                                                       events
               ALL: acute lymphoblastic leukemia; ASNase: asparaginase; ASNS: asparagine synthetase; EFS: event-free survival; EWAS: exome-wide
               association study; GWAS: genome-wide association study; HSRs: hypersensitivity reactions; N/A: not applicable; SNPs: single-nucleotide
               polymorphisms; E. coli: Escherichia coli


               It has been hypothesized that malignant lymphoblasts have low expression of the ASNS gene, or alternatively,
               are incapable of upregulating the expression of ASNS when exposed to ASNase or nutritive stress;
               subsequently making them unable to produce enough asparagine or glutamine to meet the high demand
               required for their rapid growth. This renders the leukemic cells more dependent on extracellular sources of
               asparagine and thus more sensitive to the effect of ASNase which hence selectively kills them by depleting
               the media of asparagine, leading to amino acid starvation and disrupting the biosynthesis of proteins and
               eventually cellular apoptosis and death [2,7,10,14,18,19] .

               As for glutamine, ASNase-resistant lymphoma cells were demonstrated to have a substantial increase
               in glutamine synthetase activity compared to ASNase-sensitive cells - consequently increasing their
               production of glutamine; and thus, their proliferation capacity was less affected by low levels of extracellular
                        [20]
               glutamine . Moreover, it was also shown that the transport of glutamine into the ASNase-resistant cells
                                                                      [20]
               was significantly elevated due to an adaptive-regulation response . Furthermore, in a study that evaluated
               the effect of ASNase on glutamine-dependant lymphoid cell lines, the authors reported a relationship
               between cells’ sensitivity and the expression pattern of molecules involved in glutamine and asparagine
                         [21]
               metabolism .
               The in vitro and in vivo sensitivity to ASNase have been associated with childhood ALL prognosis [14,19] . Inter-
               individual differences in ASNS expression levels and ALL sensitivity to ASNase were noted, which might be
               explained by a change in expression of ASNS gene itself, or genes coding for the regulators of its expression
               [e.g., The basic region leucine zipper activating transcription factor 5 (ATF5); and arginosuccinate synthase 1
               (ASS1)]. Nonetheless, the body of evidence reporting on the associations between ASNS activity and ASNase
               resistance is conflicting [5,14,18,19] . Other causes of resistance include the formation of ASNase inactivating
               antibodies, the secretion of asparagine from mesenchymal cells in the bone marrow, or altered expression in
               genes involved in apoptosis [14,19] . A study that tested almost 2.4 million SNPs in a genome-wide association
               study (GWAS) approach using the HapMap lymphoblastoid cell-line, identified aspartate metabolic pathway
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