Literature DB >> 23377183

Relapse-specific mutations in NT5C2 in childhood acute lymphoblastic leukemia.

Julia A Meyer1, Jinhua Wang, Laura E Hogan, Jun J Yang, Smita Dandekar, Jay P Patel, Zuojian Tang, Paul Zumbo, Sheng Li, Jiri Zavadil, Ross L Levine, Timothy Cardozo, Stephen P Hunger, Elizabeth A Raetz, William E Evans, Debra J Morrison, Christopher E Mason, William L Carroll.   

Abstract

Relapsed childhood acute lymphoblastic leukemia (ALL) carries a poor prognosis, despite intensive retreatment, owing to intrinsic drug resistance. The biological pathways that mediate resistance are unknown. Here, we report the transcriptome profiles of matched diagnosis and relapse bone marrow specimens from ten individuals with pediatric B-lymphoblastic leukemia using RNA sequencing. Transcriptome sequencing identified 20 newly acquired, novel nonsynonymous mutations not present at initial diagnosis, with 2 individuals harboring relapse-specific mutations in the same gene, NT5C2, encoding a 5'-nucleotidase. Full-exon sequencing of NT5C2 was completed in 61 further relapse specimens, identifying additional mutations in 5 cases. Enzymatic analysis of mutant proteins showed that base substitutions conferred increased enzymatic activity and resistance to treatment with nucleoside analog therapies. Clinically, all individuals who harbored NT5C2 mutations relapsed early, within 36 months of initial diagnosis (P = 0.03). These results suggest that mutations in NT5C2 are associated with the outgrowth of drug-resistant clones in ALL.

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Year:  2013        PMID: 23377183      PMCID: PMC3681285          DOI: 10.1038/ng.2558

Source DB:  PubMed          Journal:  Nat Genet        ISSN: 1061-4036            Impact factor:   38.330


Acute lymphoblastic leukemia (ALL) is the most common pediatric malignancy, accounting for greater than 25% of all childhood cancers[3]. Cure rates for ALL have improved dramatically over the past four decades with the development of risk stratified multi-agent chemotherapy, preventive treatment to the central nervous system and the more recent introduction of augmented doses/schedules of conventional drugs, resulting in an overall five year event-free survival now exceeding 90%[4]. In spite of these improvements, 10-20% of patients experience disease recurrence[5]. The prognosis for these children is dismal[6], even with aggressive salvage strategies involving allogeneic stem cell transplant[7-8]. Relapsed ALL remains one of the leading causes of mortality for all childhood malignancies. To discover pathways that mediate B lymphoblastic leukemia (the most common subtype) relapse we sought to catalog somatic changes enriched at relapse, reasoning that such lesions may be associated with drug resistance and can provide insight into more effective treatment regimens. B lymphoblastic leukemia patient specimens (Supplementary Table 1) profiled using transcriptome sequencing generated an average of 84 million reads per specimen (Supplementary Table 2 and 3) and showed very strong correlation (>90% genotype concordance for >8x coverage) to previously analyzed heterozygous SNP calls from Affymetrix SNP 6.0 arrays of the same specimens (Supplemental Fig. 1)[9]. Relapse-specific single nucleotide variants (SNVs) were predicted using GATK[10-11] (Supplementary Fig. 2 and 3) and subjected to PCR validation by Sanger sequencing from corresponding remission, diagnosis, and relapse genomic DNA specimens. We identified 20 missense mutations (Table 1) that were specifically found in the relapse specimens, but absent from both remission (e.g. germline) and diagnosis (leukemia) DNA. Patient samples harbored between one and six relapse-specific variants each. All of the mutations were hemizygous, with expression of the wild type allele as well. In most cases the mutations were predicted to have a deleterious effect on protein structure that would indicate a dominant negative property or a state of haploinsufficiency. Predominant nucleotide changes were those causing C:G>T:A transitions, resulting in a transition-to-transversion ratio of 1.22 (Supplementary Fig. 4) similar to other studies[12]. While more than half of the mutations were found in genes recently identified to be mutated in cancer genome sequencing projects from head/neck, melanoma, and ovarian carcinomas[13-16], none of the relapse specific mutations were observed in previous targeted sequencing projects focused on pediatric ALL[17-18]. Genomic DNA sequencing was completed in an additional 62 B lymphoblastic leukemia diagnosis-relapse specimen pairs to look for additional mutations within the effected exon in nine of the 14 genes associated with cancer genomes (CAND1, CBX3, COBRA1, FBXO3, PRMT2, RGS12, SMEK2, TULP4, and USP7) as well as for one novel gene, SDF2. However, no additional tumor specific mutations were found in these regions (shared diagnosis-relapse mutations or relapse specific mutations). Our failure to detect shared relapse specific mutations in these genes indicates that some of our observed variants may be peripheral to drug resistance (so called passengers) and/or that escape mechanisms may be unique for individual patients, a finding similar to what is observed for metastasis in breast cancer[19]. The remaining genes (DOPEY1, DPH5, LPHN1, MIER3, NEGR1, NIPSNAP1, SCARF1, ZNF192) were not additionally sequenced.
Table 1

Validated Relapse Specific Somatic Mutations

PatientGeneChromosomePositionFunctionNucleotide changeProtein ChangePolyPhen-2 PredictionSIFT PredictionIn COSMIC database?Gene Name
1 RGS12 43287853missensec.c158tp.Ala53ValDamagingDamagingYesregulator of G-protein signaling 12
1 LPHN1 1914134808missensec.c822gp.Glu274GlnDamagingDamagingYeslatrophilin 1
2 CAND1 1265985593missensec.a1878cp.Leu626PheDamagingDamagingYescullin-associated and neddylation-dissociated 1
2 PRMT2 2146903160missensec.a730cp.Met244LeuBenignToleratedYesprotein arginine methyltransferase 2
2 NIPSNAP1 2228287562missensec.g512tp.Ser171IleDamagingDamagingYesnipsnap homolog 1
3 USP7 168902368missensec.a2188tp.Thr730SerDamagingToleratedYesubiquitin specific peptidase 7
4 TULP4 6158844705missensec.t4022gp.Leu1341ArgDamagingToleratedYestubby like protein 4
4 CBX3 726214576missensec.g206ap.Cys69TyrDamagingDamagingYeschromobox homolog 3
4 COBRA1 9139270653missensec.g318ap.Met106IleBenignToleratedYescofactor of BRCA1
4 SDF2 1724006562missensec.g218ap.Arg73GlnDamagingToleratedNo[^]stromal cell-derived factor 2
5 FBXO3 1133725250missensec.t1241ap.Val414GluDamagingToleratedYesF-box protein 3
5 SCARF1 171490488nonsensec.a1014tp.stop338CysIsoform ChangeToleratedYesscavenger receptor class F, member 1
6 NEGR1 171849375missensec.c710tp.Pro237LeuBenignToleratedYesneuronal growth regulator 1
7 NT5C2 10104847097missensec.c712tp.Arg238TrpDamagingDamagingNo[^]5′-nucleotidase, cytosolic II
8 DPH5 1101233272missensec.c512tp.Ser171PheDamagingDamagingNo[^]DPH5 homolog
8 SMEK2 255648886missensec.g1628ap.Arg543GlnDamagingDamagingYesSMEK homolog 2, suppressor of mek1
8 MIER3 556262281missensec.g796ap.Glu266LysBenignToleratedNo[^]mesoderm induction early response 1, family member 3
8 DOPEY1 683912011missensec.g5591ap.Arg1864HisDamagingToleratedYesdopey family member 1
8 ZNF192 628229455missensec.g1418cp.Arg473ProDamagingToleratedNo[^]zinc finger protein 192
8 NT5C2 10104840473missensec.c1334tp.Ser445PheDamagingToleratedNo[^]5′-nucleotidase, cytosolic II

Mutations validated using remission, diagnosis and relapse genomic DNA. Chromosome position in reference to hg18 alignment. Nucleotide change in reference to start of coding sequence. Prediction of structural/functional consequence of mutation completed using Poly Phen-2 and SIFT.

Present in COSMIC database post original submission date of article. Gene name from Hugo Gene Nomenclature Committee.

Two different mutations were observed and validated in NT5C2, which encodes the protein cN-II, a 5′-nucleotidase enzyme active in the cell cytoplasm[20], in two of the relapse specimens profiled by RNA-sequencing. NT5C2, a member of a family of seven enzymes that regulate nucleotide levels, has been shown to be responsible for the hydrolysis of nucleotides such as 5’-inosine monophosphate and 5’-guanosine monophosphate, converting them to inosine and guanosine nucleosides respectively[21] but the enzyme can also display phosphotransferase activity as well[20,22]. Both mutations were confirmed at the DNA level and were specific to the relapse specimens (Supplementary Fig. 5). To determine the frequency of mutations in NT5C2 in ALL patients, full exon resequencing was completed in an additional 61 relapse specimens. Among the 61 patients, five additional NT5C2 somatic mutations were discovered and also validated as relapse specific (Supplementary Fig. 5). Thus, seven out of 71 patients harbored NT5C2 relapse specific mutations, for an overall occurrence rate of 10% (Fig. 1a-b).
Figure 1

Relapse Specific Mutations in NT5C2 Alter Enzymatic Activity

a, Dimer of human cytosolic 5′-nucleotidase II subunits. There are two such dimers, linked by a different interface to form the tetrameric active form of this enzyme. The backbone traces of the structures are displayed as ribbon diagrams. The bottom monomer ribbon is colored in a gradient from its N-terminus (purple) to its C-terminus (red). The location of the active site is indicated with an asterisk (*). Note that the C-terminus of one monomer extends into a groove in the other monomer in order to form the dimer. The upper monomer ribbon is colored green for contrast. The location of the disordered loop at positions 400-417 is indicated as an orange dashed line in the bottom monomer and as a transparent green U-shaped arrow in the top monomer to show its expected area of interaction. Mutations p.Arg238Trp, p.Arg367Gln and p.Ser445Phe are displayed as space-filling spheres colored red for oxygen, blue for nitrogen and white for carbon and are also labeled. The projected locations of the insertion mutation (p.Lys404LysAsp) and point mutation (p.Ser408Arg) in the disordered loop, which is not visible in the crystal structure, are indicated by dashed circles and labeled. A straight transparent green arrow indicates the expected trajectory of the acidic C-terminal tail of the upper monomer, which is not present in the crystal structure, as it lies across the bottom monomer. b, NT5C2 coding region diagram with mutations. Three mutations were found at the same site in exon 9 encoding amino acid 238. c, Western blot analysis of cN-II protein induction by IPTG in BL21 cells. 10ug of each protein lysate run per lane and blotted with antibody against NT5C2. d, Equivalent volumes of BL21 protein lysate were subjected to the 5′-nucleotidase assay (Diazyme, Inc) according to protocol. Mean activity levels were normalized per protein concentration for each sample. Columns show the mean of three independent experiments ± s.d. P values calculated using two-sided unpaired Student's t-test (*p ≤ 0.01).

Coverage at diagnosis at the NT5C2 mutated sites discovered by RNA-sequencing was at 96X and 112X respectively. Based on this depth of sequencing, a subclone at diagnosis would have to be present in less than 1% of the bulk leukemia to be missed by this sequencing technique. To assess whether mutations in NT5C2 were present at diagnosis as a rare subclone, backtracking using ultra-deep sequencing was performed. Amplicon resequencing of diagnosis and relapse specimen DNA identified two cases where indeed a rare clone existed at diagnosis in 0.01% and 0.02% of the total reads (25,000x and 32,000x coverage respectively) (Table 2). In the remaining five cases no mutation could be detected at diagnosis. These data suggest that the emergence of clones containing mutations in NT5C2 is driven by powerful selective pressures presumably due to drug resistance.
Table 2

Deep Amplicon Sequencing of NT5C2 Mutations

NT5C2 ExonNucleotide changeProtein changeMutant Allele Frequency (coverage)
DiagnosisRelapse
9c.c712tp.Arg238Trp0.01% (25,000x)27% (17,000x)
9c.c712tp.Arg238Trp0 (22,000x)18% (16,000x)
9c.c712tp.Arg238Trp0 (49,000x)31% (18,000x)
13c.g1100ap.Arg367Gln0.02% (32,000x)25% (28,000x)
15c.g1212agacp.Lys404LysAsp0 (26,000x)55% (29,000x)
15c.c1224ap.Ser408Arg0 (31,000x)50% (22,000x)
16c.c1334tp.Ser445Phe0 (42,000x)25% (45,000x)
Mutations in NT5C2 were mapped onto the previously published crystal structure[23]. All five mutations found in this study mapped to a single functional unit clustered in a region thought to be involved in subunit association/dissociation through the acidic C-terminal tail of the enzyme (Fig. 1 and Supplementary Fig. 6)[24]. In addition, the focal nature of the observed mutations suggested the acquisition of novel biological properties rather than disruption of enzymatic activity. Therefore, to test the functional impact of the mutations on enzyme activity, we expressed wild-type (WT), p.Arg238Trp, p.Arg367Gln and p.Ser445Phe mutant NT5C2 cDNA in BL21 E. coli cells. Protein expression was induced by isopropyl β-D-thiogalactoside and extracts were analyzed for expression by western blot (Fig. 1c). Equal volumes of fresh protein extracts were then assayed for 5’-nucleotidase activity by monitoring the hydrolysis of inosine monophosphate and compared against a standard curve. Significantly higher activity was observed for all mutants: p.Arg238Trp, p.Arg367Gln and p.Ser445Phe, compared to WT activity (p ≤ 0.01) (Fig. 1d). No activity above background was observed with matched uninduced samples. We hypothesized that mutant forms of NT5C2 allow for resistance to chemotherapy treatment, in particular nucleoside analogues, given its enzymatic function. In addition the early emergence of NT5C2 mutants correlates with the introduction of the maintenance phase of ALL therapy where nucleoside analogues assume a predominant role in treatment. Therefore we investigated whether or not mutant forms of NT5C2 could provide protection from apoptosis after treatment with various chemotherapeutic agents used in the treatment of childhood ALL. The B lymphoblastic leukemia cell line, Reh, was transduced with lentiviruses encoding NT5C2 WT or mutants (p.Arg238Trp, p.Arg367Gln, or p.Ser445Phe) and assayed for apoptosis after incubation with various chemotherapy agents used to treat childhood ALL for 24-72hrs. Compared to cells expressing WT protein, cells expressing mutant forms of NT5C2 were significantly more resistant to apoptosis after treatment with purine analogues 6-MP and 6-TG (Fig. 2a-b). As expected, no resistance was seen when the experiment was repeated with cytarabine, doxorubicin, gemcitabine, or prednisolone (Fig. 2c-f). To further understand the mechanistic basis of the NT5C2-mediated chemoresistance, we also examined the effects of NT5C2 mutations on the intracellular accumulation of thiopurine nucleotides, active metabolites of 6-MP. Following 6-MP treatment, Reh cells transduced with mutant forms of NT5C2 showed drastic reduction of thio-guanoside nucleotides compared to WT or GFP infected control cells (Supplementary Fig. 7), consistent with the thiopurine resistance resulting from NT5C2 mutations noted at relapse.
Figure 2

NT5C2 Mutants Confer Chemoresistance to Purine Nucleoside Analogue Treatment

Reh cells transiently infected with WT, mutant or control GFP lentivirus were treated with increasing concentrations of a, 6-TG, b, 6-MP, c, cytarabine, d, gemcitabine, e, doxorubicin, f, prednisolone and assayed for apoptosis. Columns show a mean of three independent determinations ± s.d. from a representative experiment repeated 3 times with similar results. P values calculated using two-sided unpaired Student's t-test (*p < 0.001). g, Western blot of infected Reh cells demonstrated presence of flag tagged NT5C2 constructs compared to GFP control and Reh cells alone. Actin shown as loading control.

The characteristics of patients with and without NT5C2 mutations were analyzed (Table 3) and interestingly, all patients who acquired mutations relapsed early, or within 36 months of initial diagnosis (p=0.03). Median time to relapse for those with a NT5C2 mutation was 516 days compared to 930 for those without a NT5C2 mutation (Supplementary Fig. 8). Among all patients that relapsed early, 19% of cases harbored mutations. This finding is consistent with previous data indicating potential differences in biological pathways that mediate early vs. late relapse[9].
Table 3

Characteristics of Patients According to NT5C2 Mutation Status

VariableNT5C2 Mutated n=7Non-Mutated n=64P-value
Age at Diagnosis:Less than 10 years4390.57
≥ to 10 years325
Race:White3470.11[^]
Black16
Asian13
Other15
Unknown13
Sex:Female2270.39
Male537
Cytogenetics:ETV6/RUNX11130.12[#]
Hyperdiploid--15
E2aPBX1--1
Normal635
Time to Relapse:Early7370.03
Late--27
Risk Group[*]:Standard2250.46
High539

Fisher's Exact test p-value of all other race groups vs. white.

Fischer's Exact test p-value of normal vs. all other cytogenetic groups.

NCI risk group (Smith et al. 1996).

These findings provide a detailed look at relapse mechanisms and how sequence alterations can directly result in the chemoresistant phenotypes observed in relapse patients. In particular, we discovered multiple relapse specific mutations in NT5C2, a gene not previously associated with somatic mutations in cancer. Our data demonstrates a direct relationship between acquired somatic mutations and chemoresistance to a specific class of drugs used in treatment, purine analogues, as opposed to defects in pathways shared across classes of cytotoxic agents. A previous study failed to correlate cytosolic 5′-nucleotidase activity with in vitro resistance to 6-TG in blasts from children at diagnosis with ALL, although a weak correlation was seen with the total amount of enzyme[25]. However these studies focused on patients at diagnosis and presumably these cases all contained WT NT5C2. In addition, previous studies have correlated high NT5C2 levels with resistance to cytarabine in patients with AML[26-27], while other studies show the purified enzyme does not hydrolyze araC monophosphate[28]. Our results in ALL are in agreement with the later finding. We hypothesize that the emergence of clones containing NT5C2 mutations early in maintenance after completing phases of rotational multiagent chemotherapy correlates with a greater reliance on these agents. We and others have identified additional genes whose expression may play a role in resistance to purine analogs[29-30]. However the discovery of acquired mutations in NT5C2 among patients with early relapse, a group with a uniformly poor outcome, provides a focal point to develop insight into major biological pathways that mediate drug resistance in vivo and potentially to develop new therapies targeting NT5C2 to prevent emergence of resistant clones during maintenance therapy and/or to treat relapsed ALL. Inhibitors of 5′-nucleotidase have already been developed given their potential in cancer therapy and the prevention of drug resistance to anti-retroviral treatment[31-32]. Taken together our data demonstrates that discovery based approaches can identify recurrent mutations in cancer patients which relapse after cytotoxic chemotherapy.

Online Methods

Patient Specimens

Cryopreserved matched pairs of pediatric B lymphoblastic leukemia marrow specimens from diagnosis and relapse and when available, remission, were obtained from the Children's Oncology Group (COG) ALL cell bank from ten patients (Supplementary Table 1) from trials: AALL0232, AALL0331, and COG 9906 (ClinicalTrials.gov: NCT00075725, NCT00103285, NCT00005603 respectively). All specimens were Ficoll-enriched prior to cryopreservation and contained >80% blasts as measured by flow cytometry prior to enrichment. All patients (or parents) provided written consent for the banking and future research use of these specimens in concordance with the regulations of the institutional review boards of all participating institutions. Patient timing to relapse calculated from initial diagnosis date. Samples were chosen based on bone marrow blast percentage at the time of banking submission, as well as by Affymetrix SNP6.0 chip. All samples with less than 20% disparity between the two methods and with >80% blasts in both diagnosis and relapse samples were considered for sequencing. RNA was extracted from diagnosis and relapse bone marrow samples using RNEasy Mini Kits (Qiagen) and quality verified by an Agilent Bioanalyzer 2100 (Agilent Technologies).

RNA Sequencing and Analysis

Libraries were prepared according to standard protocol for sequencing using the Illumina Genome Analyzer IIx (Illumina). Final cDNA libraries were evaluated for fragment size distribution by 2100 Agilent Bioanalyzer (DNA 1000 chip) and quantified by Quanti-iT Picogreen dsDNA Assay kit (Invitrogen). All libraries were sequenced using 54 base pair reads on the Illumina Genome Analyzer GAIIx. Image collection and analysis was completed using the Illumina CASAVA pipeline. Reads in raw FASTQ files were aligned to the human reference genome (hg18) using the Burroughs-Wheeler Aligner (v0.5.8a)[33] allowing up to two mismatches. Data is deposited at the NCBI Sequence Read Archive (SRA048657). Mapped reads in the raw BAM files were then recalibrated and locally realigned to call single nucleotide variants (SNVs) and insertion/deletions (indels) using the Genome Analysis Toolkit (GATK).[10] After removing duplicate reads, only those reads with mapping qualities Q≥30 were used to predict SNVs and indels, again using GATK.[11] Data was subjected to a set of post processing filters: i) a minimum of ≥8x coverage per variant site; ii) reads supporting the variant in > 20% of the total reads per site; iii) bidirectional sequence support of variant reads; iv) no more than 1 variant within 5bp distance v) minimum of 8x wild type (WT) coverage at the corresponding site in the paired diagnosis sample. Variants were filtered for known SNPs from the most current dbSNP database, dbSNP 135, and 1000 Genomes Project.[34] Finally, only those variants present in genes with the most conservative annotation by RefSeq were considered (removal of all XM_ annotations). All predicted variants were then manually inspected on the paired BAM files using the Integrative Genomics Viewer (IGV).[35] Predicted SNVs were compared to COSMIC v55 database[14] and processed using PolyPhen-2 prediction program and SIFT[36-37]. SNVs Schematic of filtering process for the SNV detection is outlined in Supplementary Figure 2. Schematic for indel detection is outlined in Supplementary Figure 3.

Fusion Detection

Paired end data (n=8) was processed using an in-house pipeline BEGAT (unpublished, CEM). Results were filtered for candidates using following criteria: i) coverage less than 8x reads; ii) region less than 10Kb away; iii) homologous gene filter to filter out mapping errors between gene isoforms and paralogs and iv) removal of those fusions mapped to repetitive regions (Supplementary Note).

Targeted Validation

Variant validation was completed in eight out of ten discovery specimens, for which matched remission, diagnosis, and relapse genomic DNA were available (two samples not validated based on missing remission gDNA). Primers were designed within 400 base pairs of the variant site and amplified by PCR. PCR products were sequenced using Sanger sequencing and trace files were manually inspected for variation from the reference genome using the Mutation Surveyor program (Softgenetics). All validated mutations were reconfirmed with a second PCR and Sanger reaction. Full exon sequencing of NT5C2 (Ensembl transcript ID ENST00000404739) was completed by Sanger sequencing using exon specific primers (Genewiz, Inc) (Supplementary Information).

454 Amplicon Sequencing

Targeted amplicon sequencing was performed using the Roche 454 Genome Sequencer FLX+ deep sequencing platform. PCR amplicons spanning the mutated sites were tagged using Roche 454 adaptor-MIDs primer sets and added to PCR primers designed for the bi-directional sequencing. Amplicons were then purified by AMpure XP beads (Beckman) to remove excess primer and quantified by fluorometry again using the Quant-iT PicoGreen dsDNA Assay Kit. A titration test was performed on the amplicon libraries using a low-volume emulsion PCR amplicon kit according to the Roche 454 protocol and followed by the emulsion-based clonal amplification (emPCR amplification, Lib-A). The libraries were sequenced on the Roche 454 Genome Sequencer FLX + sequencing system (454 Life Sciences) at ultra-deep coverage (17,000-50,000x) using a two region 70 × 75-mm Titanium PicoTiterPlate and the mutation analysis was performed using the Roche 454 Amplicon Variant Analyzer package.

Mutation Modeling

Molecular graphics of NT5C2 were rendered with ICM-Pro (Molsoft, LLC). Molecular surface rendering and exact-boundary electrostatic mapping onto that surface were calculated as previously described[38-39].

NT5C2 Protein Expression and 5’-Nucleotidase Assay

Full length NT5C2 wild-type and mutant (p.Arg238Trp, p.Arg367Gln and p.Ser445Phe) cDNA constructs (purchased from Genewiz, Inc) were cloned into the pET30a expression vector (gift from J.D. Ernst) using NdeI and HindIII restriction sites. pET30a expression vectors were transformed into BL21 DE3 pLysS chemically competent Escherichia coli (Invitrogen). NT5C2 expression was induced using 1mM isopropyl-β-D-thiogalactoside (IPTG) for 5hrs incubated at 37° C. Cells were pelleted at 8,000 × g for 2min at 4°C and resuspended in lysis buffer (50mM NaH2PO4, 300mM NaCl, 10mM imidazole) with 1x protease inhibitors (GE Healthcare), 1mg/ml lysozyme was added and incubated on ice for 30min. Lysate was then centrifuged at 15,000 × g for 10min at 4°C. Protein was subject to electrophoresis on 9% SDS-Tris acrylamide gel and transferred to PDVF membranes. Membranes were incubated with 1:5000 rabbit polyclonal anti-NT5C2 antibody (Abcam, Inc.) followed by secondary anti-rabbit horseradish peroxidase-conjugated antibody, 1:10,000 (GE Healthcare) and developed using ECL (GE Healthcare). Ten microliters of purified protein extract was used to assess enzymatic activity of WT and mutant proteins using the 5’-Nucleotidase Enzymatic Test Kit (Diazyme, Inc.) according to protocol. Mean ± s.d. is presented of three independent experiments.

Cell Culture and Drug Treatment

Reh cells obtained from ATCC were grown in RPMI1640 medium supplemented with 10% FBS, 10mM HEPES, 1%Pen/Strep under 5% CO2 at 37°C. 293T cells (ATCC) were grown in DMEM medium supplemented with 10% FBS and 1% Pen/Strep under 5% CO2 at 37°C. 6-mercaptopurine (6MP), 6-thioguanine (6TG), cytarabine, doxorubicin, gemcitabine and prednisolone (Sigma) were serially diluted in RPMI before use at indicated concentrations.

Transient Transfection and Lentivirus Gene Transfer

WT and mutant (p.Arg238Trp, p.Arg367Gln, and p.Ser445Phe) NT5C2 cDNA were cloned into the lentiviral vector pLenti (gift from M.R. Phillips) using restriction sites SalI and XbaI. All plasmids were sequence verified. cDNA constructs were transfected along with helper plasmids into 293T cells using the Calcium Phosphate method to produce replication-defective virus. Supernatant was harvested 48hrs later and used to transduce Reh cells (NT5C2 sequence verified as WT) supplemented with 8ug/ml Polybrene (Sigma). Viral media was replaced after 24hrs post infection. Cells were monitored 72hrs post infection for infection rate by GFP positive cells using the FACScan (BD). 200,000 infected cells were plated per well in 200ul of media in triplicate for drug treatment with 6-mercaptopurine (6-MP), 6-thioguanine (6-TG), cytarabine, doxorubicin, gemcitabine and prednisolone (Sigma). Cells were incubated for 24-72hrs and then assayed for apoptosis by Annexin V-PE and 7AAD staining (Annexin V-PE Apoptosis Detection Kit, BD Pharmingen) followed by flow cytometric analysis using the FACScan (BD). The percent Annexin V/7AAD positive and negative cells were analyzed by FlowJo software (version 7.6.1, Tree Star Inc). Data was plotted relative to no chemotherapy treatment and error bars represent the s.d. of three independent determinations. 1 ×10^6 cells were harvested for protein at time of plating. Briefly, cells were pelleted at 1200rpm for 5mins and resuspended in 100ul RIPA buffer with 1x protease inhibitors (GE Healthcare), incubated on ice 15min, and centrifuged at 14,000rpm for 10min at 4°C. Protein was subject to electrophoresis on 9% SDS-Tris acrylamide gel and transferred to PDVF membranes. Membranes were incubated with 1:5000 anti-Flag antibody (Sigma) followed by secondary anti-mouse horseradish peroxidase-conjugated antibody, 1:10,000 (GE Healthcare) and developed using ECL (GE Healthcare).

HPLC Determination of Nucleotides

Reh cells were transiently infected as described above. Post infection cells were treated with 10uM 6-MP for 24hrs in duplicate. After 24hrs, 5 × 10^6 cells were washed twice with PBS and cells pellets frozen at -80C. Intraceullar accumulation of thioguanine nucleotides (6-MP active metabolites) was determined by a reversed-phase liquid chromatographic assay, as described previously[40].

Statistical Analysis

Statistical analysis of enzymatic assays and chemoresistance assays were performed using the two-sided unpaired Student's t-test. Statistical analysis of the clinical and biological characteristics of patients with NT5C2 mutations was performed using Fisher's Exact test. P< 0.05 was considered statistically significant.
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Journal:  Haematologica       Date:  2015-11       Impact factor: 9.941

2.  MAPK signaling cascades mediate distinct glucocorticoid resistance mechanisms in pediatric leukemia.

Authors:  Courtney L Jones; Christy M Gearheart; Susan Fosmire; Cristina Delgado-Martin; Nikki A Evensen; Karen Bride; Angela J Waanders; Faye Pais; Jinhua Wang; Teena Bhatla; Danielle S Bitterman; Simone R de Rijk; Wallace Bourgeois; Smita Dandekar; Eugene Park; Tamara M Burleson; Pillai Pallavi Madhusoodhan; David T Teachey; Elizabeth A Raetz; Michelle L Hermiston; Markus Müschen; Mignon L Loh; Stephen P Hunger; Jinghui Zhang; Michael J Garabedian; Christopher C Porter; William L Carroll
Journal:  Blood       Date:  2015-08-31       Impact factor: 22.113

3.  NUDT15 polymorphisms alter thiopurine metabolism and hematopoietic toxicity.

Authors:  Takaya Moriyama; Rina Nishii; Virginia Perez-Andreu; Wenjian Yang; Federico Antillon Klussmann; Xujie Zhao; Ting-Nien Lin; Keito Hoshitsuki; Jacob Nersting; Kentaro Kihira; Ute Hofmann; Yoshihiro Komada; Motohiro Kato; Robert McCorkle; Lie Li; Katsuyoshi Koh; Cesar Rolando Najera; Shirley Kow-Yin Kham; Tomoya Isobe; Zhiwei Chen; Edwynn Kean-Hui Chiew; Deepa Bhojwani; Cynthia Jeffries; Yan Lu; Matthias Schwab; Hiroto Inaba; Ching-Hon Pui; Mary V Relling; Atsushi Manabe; Hiroki Hori; Kjeld Schmiegelow; Allen E J Yeoh; William E Evans; Jun J Yang
Journal:  Nat Genet       Date:  2016-02-15       Impact factor: 38.330

4.  Leukemia Relapse-Associated Mutation of NT5C2 Gene is Rare in de Novo Acute Leukemias and Solid Tumors.

Authors:  Hye Rim Oh; Youn Jin Choi; Nam Jin Yoo; Sug Hyung Lee
Journal:  Pathol Oncol Res       Date:  2015-08-11       Impact factor: 3.201

Review 5.  Using genomics to define pediatric blood cancers and inform practice.

Authors:  Rachel E Rau; Mignon L Loh
Journal:  Hematology Am Soc Hematol Educ Program       Date:  2018-11-30

Review 6.  Next-Generation Evaluation and Treatment of Pediatric Acute Lymphoblastic Leukemia.

Authors:  Emily B Heikamp; Ching-Hon Pui
Journal:  J Pediatr       Date:  2018-09-10       Impact factor: 4.406

7.  Mutant PRPS1: a new therapeutic target in relapsed acute lymphoblastic leukemia.

Authors:  Charles G Mullighan
Journal:  Nat Med       Date:  2015-06       Impact factor: 53.440

Review 8.  Biology of childhood acute lymphoblastic leukemia.

Authors:  Deepa Bhojwani; Jun J Yang; Ching-Hon Pui
Journal:  Pediatr Clin North Am       Date:  2015-02       Impact factor: 3.278

9.  Massively parallel variant characterization identifies NUDT15 alleles associated with thiopurine toxicity.

Authors:  Chase C Suiter; Takaya Moriyama; Kenneth A Matreyek; Wentao Yang; Emma Rose Scaletti; Rina Nishii; Wenjian Yang; Keito Hoshitsuki; Minu Singh; Amita Trehan; Chris Parish; Colton Smith; Lie Li; Deepa Bhojwani; Liz Y P Yuen; Chi-Kong Li; Chak-Ho Li; Yung-Li Yang; Gareth J Walker; James R Goodhand; Nicholas A Kennedy; Federico Antillon Klussmann; Smita Bhatia; Mary V Relling; Motohiro Kato; Hiroki Hori; Prateek Bhatia; Tariq Ahmad; Allen E J Yeoh; Pål Stenmark; Douglas M Fowler; Jun J Yang
Journal:  Proc Natl Acad Sci U S A       Date:  2020-02-24       Impact factor: 11.205

Review 10.  Therapies on the horizon for childhood acute lymphoblastic leukemia.

Authors:  William L Carroll; Stephen P Hunger
Journal:  Curr Opin Pediatr       Date:  2016-02       Impact factor: 2.856

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