The level of drug metabolism and drug transport is correlated with the sensitivity of cancer cells towards platinum-based chemotherapy. We hypothesize that genetic polymorphisms in metabolising enzymes gene GSTP1 (glutathione
Totally 113 patients with advanced NSCLC were routinely treated with platinum-based chemotherapy, and clinical response was evaluated after four cycles. MRP2 C-24T (−24C>T), MRP2 Val417Ile (1249G>A), MRP2 Ile1324Ile (3972C>T), and GSTP1 Ile105Val (342A>G) genotype were determined by gene-chip method (a 3-D (three dimensions) polyacrylamide gel-based DNA microarray method) using DNA samples isolated from peripheral blood collected before treatment. Pearson Chi-square test and Fisher’s exact test were performed to measure the differences of the chemotherapeutic efficacy among variant genotype. The odds ratios and 95% confidence intervals were computed by logistic regression.
The C→T change of MRP2 C-24T and the A→G change of GSTP1 Ile105Val polymorphism significantly increased platinum-based chemotherapy response.
The polymorphic status of MRP2 C-24T and GSTP1 Ile105Val might be the predictive markers for the treatment response of advanced NSCLC patients. The DNA microarray-based method is accurate, high throughput and inexpensive, suitable for single-nucleotide polymorphism genotyping in a large number of individuals.
Lung cancer is the most common cause of cancer death in many countries; more than a million people in the world die from the disease each year [
The finding of human genome project indicated that 99% of DNA within different individuals were identical, and only 1% was variant, of which the major one was single-nucleotide polymorphism (SNP). SNP is a point mutation carried by some individuals of a population. The study of pharmacogenetics indicated that such tiny diversity in sequence of genome significantly influenced on individual treatment response, toxicity, and survival in cancer patients. Because the inter-individual variation is necessary for the optimization of medication, the genetic polymorphisms have the potential significance in drug disposition and pharmacokinetics. In addition, SNP has greater clinical significance in terms of its ease of clinical application, rather than its mRNA, which present some clinical difficulties in terms of obtaining tissue samples from lung cancer patients.
As known, platinum-based drugs inhibit tumor growth mainly by the formation of bulky DNA adducts, and the latter are mainly removed by DNA repair mechanisms, especially by the nucleotide excision repair (NER) mechanisms. Also, our work team has already done some work about the association of DNA repair gene polymorphisms and platinum-based chemotherapy. Moreover, it should not been disregarded that drug metabolism and drug transport also play an important role in response to platinum-based chemotherapy.
Phase II metabolising enzymes take advantage of electrophilic groups intrinsically carried in a structure, or introduced by phase I metabolism, to conjugate xenobiotics with donor molecules, such as glutathione (GSH), UDP glucuronic acid, or 3′-phosphoadenosine-5′- phosphosulfate (PAPS). The glutathione
The 17 human cytosolic GST subunits are classified as seven gene families according to their biochemical characteristics and amino acid sequence similarities: α (GSTA), μ (GSTM), θ (GSTT), π (GSTP), ω (GSTO), ζ (GSTZ), and σ (GSTS) [
In addition to the enzyme, drug transporters are important in determining drug absorption, drug distribution to tissues, and drug excretion in the urine and bile. Some studies have shown that the conjugates formed by GSTs are transported by MRP2 (multidrug resistance protein 2, also designated canalicular multispecific organic anion transporter, cMOAT, or ABCC2 protein), which are the part of the phase III biotransformation system, in an ATP-dependent manner [
Multidrug resistance-associated protein 2 are expressed in the outer plasma membrane as well as in intracellular vesicles and the Golgi apparatus. This indicates a role in the sequestration of drugs into vesicles and cellular drug export. The human MRP subfamily contains nine members. MRP2 is a 1,545 amino acid, 190–200 kDa protein having two ATP-binding domains, and 17 transmembrane regions in its sequence [
It has been speculated that SNPs in drug metabolizing enzymes genes and drug transporters genes may alter their expression or activity, affect drug disposition, and in turn influence the effects of cancer treatment [
All patients for the study were recruited from several hospitals in Nanjing of China between March 2006 and September 2007. To avoid the confounding effect of differences in outcome resulting from clinical stage, only advanced NSCLC patients were included in the analysis. Because SNPs evaluated in the present study are potentially relevant to therapies based on platinum, only the response to the first platinum-based regimen was assessed, and the patients who had received previous chemotherapy were excluded. There were 113 patients who were eligible in this study. These 113 eligible patients, all of Chinese Han people, were diagnosed with histologically confirmed advanced NSCLC (stages IIIA–IV), and had a measurable lesion by CT scan, a Karnofsky performance status of not less than 60. The status of all patients in electrocardiogram, blood chemistries, hepatic, and renal function at the beginning of treatment was normal. The study was approved by an Ethics Review Committee at the hospital and patients gave consent to participate. The main characteristics of patients were shown in Table Patient clinicopathologic characteristics and chemotherapy regimensCharacteristics Patient no. (%) Age (years) Median (range) 59.6 (34-84) Gender Female 37 32.7 Male 76 67.3 Histology Squamous cell carcinoma 30 26.5 Adenocarcinoma 80 70.8 Large cell and undifferentiated carcinoma 3 2.7 Chemotherapy regimens DDP/CBP+TAX/TXT/DOC 49 43.4 DDP/CBP+GEM 59 52.2 DDP/CBP+NVB 5 4.4
All patients had received platinum-based chemotherapy, 49 (43.4%) were given TP/TC/DP/DC regimens (DDP/CBP+TAX/TXT/DOC), 59 (52.2%) had GP/GC regimens (DDP/CBP+GEM), and 5 (4.4%) received NP/NC regimens (DDP/CBP+NVB) (Table
Each patient provided 5 ml pretreatment blood for the study. The blood samples were collected in citric acid/EDTA anticoagulation tubes and stored at −80°C until analysis. Genomic DNA was isolated from the blood samples using QIAGEN DNA mini Kit (China), and stored at 4°C until use.
Single-nucleotide polymorphisms were analyzed with a 3-D polyacrylamide gel-based DNA microarray genotyping method. This method was invented by researchers of State Key Laboratory of Bioelectronics, Southeast University in 2005 (Patent code: 200510040597.3) [ Sequences of primers and probesLocus Primers and probes MRP2 Forward primer: 5′-CCTTTACGGAGAACATCAGA-3′ (C-24T, rs717620) Reverse primer: 5′-Acrydite™-TTTGCATTACATTTCCCAGA-3′ Probe: 5′-Cy3-AGTCTTCGTTCCA-3′ 5′-Cy5-AGTCTTTGTTCCA-3′ MRP2 (Val 417 Ile) Forward primer: 5′-TGGAGGCAAGAAGTCACAGT-3′ (G1249A, rs2273697) Reverse primer: 5′-Acrydite™-GATTACAAGCACCATCACCC-3′ Probe: 5′-Cy3-TACACCGTTGGAG-3′ 5′-Cy5-TACACCATTGGAG-3′ MRP2 (Ile 1,324 Ile) Forward primer: 5′-Acrydite™-CACTGCTACCCTTCTCCTGTTC-3′ (C3972T, rs3740066) Reverse primer: 5′-CTGACCCTTTCCCTCCATCC-3′ Probe: 5′-Cy3-GCTACCGATGTCA-3′ 5′-Cy5-GCTACCAATGTCA-3′ GSTP1 (Ile 105 Val) Forward primer: 5′-CAGGGCTCTATGGGAAGGAC-3′ (A342G, rs1695) Reverse primer: 5′-Acrydite™-CAGGAGATCAGAAACCACCAGTT-3′ Probe: 5′-Cy3-AAATACATCTCCC-3′ 5′-Cy5-AAATACGTCTCCC-3′
After PCR amplification and gel electrophoresis test, PCR products were processed by ethanol precipitation, evaporation, or left untreated. Solutions containing acrylamide-modified PCR products, glycerol, ammonium persulfate (APS), and acrylamide monomers were prepared, spotted, and polymerized onto the acryl-modified slide. In the process, TEMED is introduced onto the spotted microarray to immobilize the modified nucleic acids. Following the attachment to obtain ssDNA for hybridization analysis, dsDNA on the slides was denatured in 0.1 M NaOH for 10 min. After hybridization, the slide was subjected to electrophoresis under 5–30 V/cm for 5–20 min in 1× Tris–Borate–EDTA (TBE) buffer at 4°C. Images of the slides were captured by a scanner (LuxScan™-10 K Confocal Scanner, Packard BioScience Company, USA) and were analyzed with Genepix Pro 3.0 Software. Sequencing of 10% samples was performed to validate the results.
Statistical analysis was performed using SPSS Software Package Version 13.0 (SPSS Inc., Chicago, IL, USA). The significance of differences in frequencies and genotypes between good and poor responders was calculated using the χ2 test. χ2 test was also performed to test for Hardy–Weinberg equilibrium (HWE), haplotype frequencies and haplotype-trait association. Continuity correction test or Fisher’s exact test was performed when >20% cells have expected count <5, but not <1, and
On the basis of the immobilization efficiency, acryl-modified glass slides were selected to fabricate DNA microarrays. By allele-specific oligonucleotide dual-color fluorescence hybridization, homozygous wild type, homozygous mutant type, and heterozygote type yielded green, red, and yellow fluorescence, respectively. Figure Microarray hybridization scanning patterns of SNPs genotyping.
Sequencing of 10% samples randomly selected was performed. The result was 100% concordance to that of the genotyping suggesting that the 3-D DNA microarray method is reliable.
Of 113 patients, 30 (26.5%) had some responses (CR+PR) and 83 (73.5%) showed no response (SD+PD).
Table Genotype and response to chemotherapy among NSCLC patients ( Adjusted OR (95% CI): OR (95% CI) after adjusting for patient gender, age at diagnosis, tumor histology, disease stage, and chemotherapy regimens Allele frequencies Genotype frequencies Tests for haplotype-trait association between MRP2 (C-24T) and GSTP1 (Ile105Val)Genotype Cases Response to chemotherapy OR (95% CI) Adjusted OR (95% CI) Adjusted CR + PR (%) SD + PD (%) MRP2 (C-24T) C/C 66 11 (36.7) 55 (66.3) 1 0.015 4.069 (1.518–10.910) 0.005 C/T 43 16 (53.3) 27 (32.5) 2.959 (1.211–7.246) 0.023 10.514 (0.842–131.319) 0.068 T/T 4 3 (10.0) 1 (1.2) 14.925 (1.425–166.667) 0.005 4.493 (1.728–11.682) 0.002 C/T+T/T 47 19 (63.3) 28 (33.7) 3.390 (1.420–8.130) MRP2 (Val417Ile) G/G 84 20 (66.7) 64 (77.1) 1 G/A 26 9 (30.0) 17 (20.5) 1.695 (0.654–4.386) 0.274 1.910 (0.697–5.229) 0.208 A/A 3 1 (3.3) 2 (2.4) 1.600 (0.138–18.519) 0.568 1.616 (0.115–22.779) 0.722 G/A+A/A 29 10 (33.3) 19 (22.9) 1.684 (0.674–4.202) 0.262 1.879 (0.710–4.968) 0.204 MRP2 (Ile1324Ile) C/C 74 20 (66.7) 54 (65.1) 1 C/T 33 8 (26.7) 25 (30.1) 0.864 (0.335–2.227) 0.762 1.066 (0.385–2.951) 0.901 T/T 6 2 (6.7) 4 (4.8) 1.350 (0.229–7.937) 0.665 1.508 (0.210–10.830) 0.683 C/T+T/T 39 10 (33.3) 29 (34.9) 0.931 (0.385–2.252) 0.874 1.133 (0.441–2.911) 0.796 GSTP1 (Ile105Val) A/A 71 13 (43.3) 58 (69.9) 1 A/G 38 15 (50.0) 23 (27.7) 2.907 (1.200–7.042) 0.016 2.788 (1.106–7.029) 0.030 G/G 4 2 (6.7) 2 (2.4) 4.464 (0.574–34.483) 0.176 4.083 (0.457–36.463) 0.208 A/G+G/G 42 17 (56.7) 25 (30.1) 3.030 (1.282–7.194) 0.010 2.881 (1.167–7.113) 0.022 Locus Allele Frequency Standard Error 95% CI MRP2 (C-24T) C 0.7743 0.0265 0.7168–0.8230 T 0.2257 0.0265 0.1770–0.2832 MRP2 (Val417Ile) A 0.1416 0.0238 0.0973–0.1903 G 0.8584 0.0238 0.8097–0.9027 MRP2 (Ile1324Ile) C 0.8009 0.0277 0.7434–0.8540 T 0.1991 0.0277 0.1460–0.2566 GSTP1 (Ile105Val) A 0.7965 0.0263 0.7434–0.8451 G 0.2035 0.0263 0.1549–0.2566 Locus Genotype Frequency HWD coeff Standard error 95% CI MRP2 (C-24T) C/C 0.5841 −0.0155 0.0151 −0.0459–0.0149 C/T 0.3805 −0.0155 0.0151 −0.0459–0.0149 T/T 0.0354 −0.0155 0.0151 −0.0459–0.0149 MRP2 (Val417Ile) A/A 0.0265 0.0065 0.0126 −0.0165–0.0318 A/G 0.2301 0.0065 0.0126 −0.0165–0.0318 G/G 0.7434 0.0065 0.0126 −0.0165–0.0318 MRP2 (Ile1324Ile) C/C 0.6549 0.0135 0.0163 −0.0185–0.0484 C/T 0.2920 0.0135 0.0163 −0.0185–0.0484 T/T 0.0531 0.0135 0.0163 −0.0185–0.0484 GSTP1 (Ile105Val) A/A 0.6283 −0.0060 0.0146 −0.0313–0.0218 A/G 0.3363 −0.0060 0.0146 −0.0313–0.0218 G/G 0.0354 −0.0060 0.0146 −0.0313–0.0218 Haplotype Frequencies 95% CI Chi-square Prob Exact Trait 1 Trait 2 Combined C–A 0.71074 0.43370 0.64446 0.58192–0.70701 14.8140 0.0001 <0.0001 C–G 0.11456 0.19963 0.12987 0.08595–0.17380 2.9280 0.0871 0.1600 T–A 0.12661 0.24963 0.15200 0.10509–0.19891 5.2672 0.0217 0.0500 T–G 0.04809 0.11703 0.07367 0.03953–0.10780 3.2455 0.0716 0.1400
One of the major obstacles of cancer chemotherapy is the development of drug resistance, which prevents the application of sufficient high doses to eradicate less-sensitive tumor cell populations. Interindividual differences in response to xenobiotics, which include many clinically used drugs, are extensive and represent a major problem in rational therapeutics. Such differences in many cases may be caused by inherited differences in enzymes and transporters, which function in drug elimination [
Some studies suggested that there is no difference whether cisplatin- or carboplatin-based chemotherapy regimens in the clinical efficacy [
Glutathione
Multidrug resistance-associated protein 2 is responsible for the intracellularly formed glucuronide and GSH conjugates of clinically important drugs. MRP2 is expressed in many tumor tissues, and the tumor cells overexpressing MRP2 might acquire the multidrug resistance [
Because the important factors influencing interindividual differences in the drug disposition, many analyses of SNPs of drug metabolizing enzymes and drug transporters have been performed.
Board et al. [
Based on this, we hypothesize that lung cancer patients with GSTP1 Ile105Val polymorphisms conferring low activity may have a more favorable prognosis. Our result confirmed this hypothesis. We suggest that this might occur due to the reduced metabolism and slower removal of chemotherapeutic agents, which would yield a prolonged cytotoxic effect; this could lead to a better treatment response and subsequently improved patient survival. Homozygous mutants of GSTP1 (Ile105Val) showed no effect on treatment response, probably the numbers were too small to identify such an effect. Therefore, we are enlarging the samples to confirm the results.
The MRP2 gene is located on chromosomal locus 10q24 and consists of 32 exons (31 coding exons) and spans 69 kb. SNP analysis of MRP2 has been performed, and numerous SNPs have been identified [
Our observation suggests that the polymorphic status of GSTP1 Ile105Val and MRP2 C-24T might predict treatment response of advanced stage NSCLC patients. Moreover, there is an association between the haplotype C-A (MRP2 -24C and GSTP1 105A) and the response to chemotherapy. However, the limitation of our study must be acknowledged. Usually, in the retrospective study, it may be more precise and objective to evaluate the overall survival and progression-free survival as prognostic factors. Considering the difficulty in clinical practice, we chose chemotherapy response as end point of prediction, which was also critical to illuminate the mechanism affected outcome. Ideally, validation studies should be carried out to measure such parameters as predictive and prognostic factors which is also the expected aim of our next research. Therefore, larger sample size and prospective studies, the independent collection of clinical outcomes data and genotyping, and in vivo functional studies are needed to confirm the results and identify the clear biological basis of these findings.
Here, we used a new gel-based DNA microarray genotyping method, reported by Xiao et al. [
This work was financially assisted by the Prophase Force-Study program of Jiangsu Province Nature Fund (grant BK2005203), by the Medicine Science Technology Research “Eleventh Five-Year” Program of PLA (No. 06MA111) and by the Focal Project of Nanjing Medicine Technology Development (grant ZKX05030)