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1.
DNA Repair (Amst) ; 64: 34-44, 2018 04.
Article in English | MEDLINE | ID: mdl-29482102

ABSTRACT

ERCC1/XPF endonuclease plays an important role in multiple DNA repair pathways and stands as a potential prognostic and predictive biomarker for cisplatin-based chemotherapy. Four distinct ERCC1 isoforms arising from alternative splicing have been described (201, 202, 203 and 204) but only the 202 isoform is functional in DNA excision repair, when interacting with its obligate partner XPF. Currently, there is no tool to assess specifically the expression of ERCC1-202 due to high sequence homology between the four isoforms. Here, we generated monoclonal antibodies directed against the heterodimer of ERCC1 and its obligate interacting partner XPF by genetic immunization. We obtained three monoclonal antibodies (2C11, 7C3 and 10D10) recognizing specifically the heterodimer ERCC1-202/XPF as well as the ERCC1-204/XPF with no affinity to ERCC1 or XPF monomers. By combining one of these three heterodimer-specific antibodies with a commercial anti-ERCC1 antibody (clone 4F9) unable to recognize the 204 isoform in a proximity ligation assay (PLA), we managed to specifically detect the functional ERCC1-202 isoform. This methodological breakthrough can constitute a basis for the development of clinical tests to evaluate ERCC1 functional proficiency.


Subject(s)
Antibodies, Monoclonal , Antibody Specificity , DNA-Binding Proteins/analysis , DNA-Binding Proteins/metabolism , Endonucleases/analysis , Endonucleases/metabolism , Immunoassay/methods , Alternative Splicing , Amino Acid Sequence , Cell Line , DNA/metabolism , DNA Repair , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/genetics , Endonucleases/chemistry , Endonucleases/genetics , Humans , Protein Isoforms/analysis , Protein Isoforms/chemistry , Protein Isoforms/metabolism , Protein Multimerization , Sequence Alignment
2.
ESMO Open ; 3(1): e000257, 2018.
Article in English | MEDLINE | ID: mdl-29344407

ABSTRACT

BACKGROUND: Antiprogrammed cell death-1/programmed cell death-ligand 1 (PD-1/PD-L1) therapies have demonstrated promising activity in advanced head and neck squamous cell carcinoma (HNSCC), with overall response rates of approximately 20% in unselected populations and survival benefit. Whether induction docetaxel, platinum and fluorouracil (TPF) modifies PD-L1 expression or tumour immune infiltrates is unknown. PATIENTS AND METHODS: Patients with locally advanced HNSCC treated at Gustave Roussy (Villejuif, France) between 2006 and 2013 by induction TPF followed by surgery were retrospectively considered. Patients with paired samples (pre-TPF and post-TPF) were kept for further analysis. PD-L1 expression was quantified by immunohistochemistry according to a validated protocol. The objective of the study was to compare PD-L1 expression on tumour cells (TC) and immune cells (IC) (positivity threshold of ≥5%) before and after TPF. CD8+ and Foxp3+ lymphocytes densities before and after TPF were also quantified. RESULTS: Out of 313 patients receiving induction TPF, 86 underwent surgery; paired samples were available for 21 of them. Baseline PD-L1 expression was ≥5% in two and five samples for TC and IC, respectively. A significant increase of PD-L1 expression was observed after TPF, with 15 samples (71%) presenting a positive staining in IC after induction chemotherapy (P=0.003; Wilcoxon rank-sum test) and eight samples (38%) in TC (P=0.005; Wilcoxon rank-sum test). Tumour-infiltrating CD8+ mean densities also significantly increased post-TPF (P=0.01). There was no significant difference in Foxp3+ expression, CD8/Foxp3 ratio or correlation with outcome. CONCLUSION: TPF induction chemotherapy in advanced HNSCC increases PD-L1 positivity on tumour-infiltrating ICs, as well as CD8+ lymphocytes density. These results warrant independent validation on larger datasets and might help therapeutic strategy in advanced HNSCC.

3.
Cancer Biomark ; 17(3): 323-333, 2016 Sep 26.
Article in English | MEDLINE | ID: mdl-27802208

ABSTRACT

BACKGROUND: Resectable non-small cell lung cancer (NSCLC) treatment options most often consist of surgical resection along with adjuvant chemotherapy (ACT). The benefit of ACT however is modest and is accompanied by important side effects. OBJECTIVE: One central quest in the field is therefore the identification of a predictive marker of the response to ACT. METHODS: We applied an unbiased approach based on high content analysis of expression data generated from a discovery patient cohort. RESULTS: We identified MMS19, a component of the cytoplasmic Iron-Sulfur Assembly (CIA) machinery important for the Nucleotide Excision Repair (NER) pathway as a pivotal gene for cisplatin toxicity. We then confirmed the association between MMS19 expression and the response to Cisplatin treatment in a panel of NSCLC cell lines. Finally we validated these pre-clinical data in a subgroup of JBR.10 trial patients through a hypothesis-driven analysis, and showed that MMS19 levels associated with ACT benefit. CONCLUSIONS: We therefore propose the expression level of MMS19 as a candidate predictive marker of ACT benefit in resected NSCLC patients.


Subject(s)
Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/mortality , Lung Neoplasms/genetics , Lung Neoplasms/mortality , Transcription Factors/genetics , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Chemotherapy, Adjuvant , Gene Expression , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Prognosis , RNA, Messenger/genetics , RNA, Messenger/metabolism , Transcription Factors/metabolism , Treatment Outcome
4.
BMC Cancer ; 16: 483, 2016 07 15.
Article in English | MEDLINE | ID: mdl-27422280

ABSTRACT

BACKGROUND: Osteopontin (OPN) and thrombospondin-1 (TSP-1) are extracellular matrix proteins secreted by stromal and tumor cells. These proteins appear to have a key role in the tumor microenvironment for cancer development and metastasis. There is little information regarding the prognostic value of the combination of these two proteins in human cancers. Our aim was to clarify clinical significance and prognostic value of each circulating protein and their combination in primary resected non-small cell lung cancer (NSCLC) patients. METHODS: We retrospectively reviewed 171 patients with NSCLC following curative intent surgery from January to December of 2012. Preoperative serums, demographics, clinical and pathological data and molecular profiling were analyzed. Pre-treatment OPN and TSP-1 serum levels were measured by ELISA. Tissue protein expression in primary tumor samples was determined by immunohistochemical analysis. RESULTS: OPN and TSP-1 serum levels were inversely correlated with survival rates. For each 50 units increment of serum OPN, an increased risk of metastasis by 69 % (unadjusted HR 1.69, 95 % CI 1.12-2.56, p = 0.01) and an increased risk of death by 95 % (unadjusted HR 1.95, 95 % CI 1.15-3.32, p = 0.01) were observed. Conversely, for each 10 units increment in TSP-1, the risk of death was decreased by 85 % (unadjusted HR 0.15, 95 % CI 0.03-0.89; p = 0.04). No statistically significant correlation was found between TSP-1 serum level and distant metastasis-free survival (p = 0.2). On multivariate analysis, OPN and TSP-1 serum levels were independent prognostic factors of overall survival (HR 1.71, 95 % CI 1.04-2.82, p = 0.04 for an increase of 50 ng/mL in OPN; HR 0.18, 95 % CI 0.04-0.87, p = 0.03 for an increase of 10 ng/mL in TSP-1). In addition, the combination of OPN and TSP-1 serum levels remained an independent prognostic factor for overall survival (HR 1.31, 95 % CI 1.03-1.67, p = 0.03 for an increase of 6 ng/mL in OPN/TSP-1 ratio). CONCLUSIONS: Our results show that pre-treatment OPN and TSP-1 serum levels may reflect the aggressiveness of the tumor and might serve as prognostic markers in patients with primary resected NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Osteopontin/blood , Osteopontin/genetics , Thrombospondin 1/blood , Thrombospondin 1/genetics , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Female , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/surgery , Male , Middle Aged , Neoplasm Metastasis , Neoplasm Staging , Osteopontin/metabolism , Prognosis , Retrospective Studies , Survival Analysis , Thrombospondin 1/metabolism
5.
Clin Lung Cancer ; 14(5): 549-57, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23773262

ABSTRACT

BACKGROUND: Excision repair cross complementing 1 gene expression level has potential as a prognostic and predictive marker of the efficacy of chemotherapy in NSCLC. The effect of ERCC1 gene copy number (CN) variation (CNV) on ERCC1 expression and the clinical outcome of patients with NSCLC are not known. MATERIALS AND METHODS: Copy number variation of the 19q13.3 region carrying the ERCC1 gene, classified as gene amplification (GA) or high polysomy (HP), was evaluated on 235 formalin-fixed and paraffin-embedded tumors from resected NSCLC patient samples and 16 NSCLC cell lines using FISH. We analyzed the potential correlations between FISH status and ERCC1 expression, patient's outcome, and cisplatin sensitivity in the cohort or cell lines. RESULTS: An increase of 19q13.3 gene CN was detected in 60 cases (25.5%) including 27 cases with GA and 33 cases with HP. A nonsignificant trend for higher ERCC1 expression in HP patients compared with GA and patients with low CNV was found (P = .06). In patients not treated with chemotherapy, FISH negative status cases had longer disease-free survival (DFS) compared with patients with 19q13-ERCC1 GA (P = .02). A 3-fold increase in IC50 of cisplatin in cell lines with high 19q13-ERCC1 CN compared with cells without CNV was shown. CONCLUSION: ERCC1 CN increase assessed using FISH did not determine ERCC1 expression status but yields potential prognostic information on DFS in untreated patients with NSCLC. The clinical relevance of an association of 19q13-ERCC1 FISH status and chemosensitivity or prognosis in patients needs further investigation and validation.


Subject(s)
Carcinoma, Non-Small-Cell Lung/mortality , Chromosomes, Human, Pair 19/genetics , DNA Copy Number Variations/genetics , DNA-Binding Proteins/genetics , Endonucleases/genetics , Lung Neoplasms/mortality , Adenocarcinoma/drug therapy , Adenocarcinoma/genetics , Adenocarcinoma/mortality , Antineoplastic Agents/therapeutic use , Blotting, Western , Carcinoma, Large Cell/drug therapy , Carcinoma, Large Cell/genetics , Carcinoma, Large Cell/mortality , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Squamous Cell/drug therapy , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/mortality , Cell Proliferation , Cisplatin/therapeutic use , Female , Follow-Up Studies , Humans , Immunoenzyme Techniques , In Situ Hybridization, Fluorescence , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Male , Neoplasm Staging , Prognosis , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Retrospective Studies , Reverse Transcriptase Polymerase Chain Reaction , Survival Rate , Tumor Cells, Cultured
6.
Cancer Res ; 73(7): 2271-80, 2013 Apr 01.
Article in English | MEDLINE | ID: mdl-23554447

ABSTRACT

Non-small cell lung carcinoma patients are frequently treated with cisplatin (CDDP), most often yielding temporary clinical responses. Here, we show that PARP1 is highly expressed and constitutively hyperactivated in a majority of human CDDP-resistant cancer cells of distinct histologic origin. Cells manifesting elevated intracellular levels of poly(ADP-ribosyl)ated proteins (PAR(high)) responded to pharmacologic PARP inhibitors as well as to PARP1-targeting siRNAs by initiating a DNA damage response that translated into cell death following the activation of the intrinsic pathway of apoptosis. Moreover, PARP1-overexpressing tumor cells and xenografts displayed elevated levels of PAR, which predicted the response to PARP inhibitors in vitro and in vivo more accurately than PARP1 expression itself. Thus, a majority of CDDP-resistant cancer cells appear to develop a dependency to PARP1, becoming susceptible to PARP inhibitor-induced apoptosis.


Subject(s)
Antineoplastic Agents/pharmacology , Carcinoma, Non-Small-Cell Lung/pathology , Cisplatin/pharmacology , Drug Resistance, Neoplasm , Lung Neoplasms/pathology , Poly(ADP-ribose) Polymerase Inhibitors , Animals , Apoptosis/drug effects , Blotting, Western , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/metabolism , Cell Proliferation/drug effects , Female , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/metabolism , Mice , Mice, Nude , Phenanthrenes/pharmacology , Poly (ADP-Ribose) Polymerase-1 , Poly(ADP-ribose) Polymerases/genetics , Poly(ADP-ribose) Polymerases/metabolism , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
7.
N Engl J Med ; 368(12): 1101-10, 2013 Mar 21.
Article in English | MEDLINE | ID: mdl-23514287

ABSTRACT

BACKGROUND: The excision repair cross-complementation group 1 (ERCC1) protein is a potential prognostic biomarker of the efficacy of cisplatin-based chemotherapy in non-small-cell lung cancer (NSCLC). Although several ongoing trials are evaluating the level of expression of ERCC1, no consensus has been reached regarding a method for evaluation. METHODS: We used the 8F1 antibody to measure the level of expression of ERCC1 protein by means of immunohistochemical analysis in a validation set of samples obtained from 494 patients in two independent phase 3 trials (the National Cancer Institute of Canada Clinical Trials Group JBR.10 and the Cancer and Leukemia Group B 9633 trial from the Lung Adjuvant Cisplatin Evaluation Biology project). We compared the results of repeated staining of the entire original set of samples obtained from 589 patients in the International Adjuvant Lung Cancer Trial Biology study, which had led to the initial correlation between the absence of ERCC1 expression and platinum response, with our previous results in the same tumors. We mapped the epitope recognized by 16 commercially available ERCC1 antibodies and investigated the capacity of the different ERCC1 isoforms to repair platinum-induced DNA damage. RESULTS: We were unable to validate the predictive effect of immunostaining for ERCC1 protein. The discordance in the results of staining for ERCC1 suggested a change in the performance of the 8F1 antibody since 2006. We found that none of the 16 antibodies could distinguish among the four ERCC1 protein isoforms, whereas only one isoform produced a protein that had full capacities for nucleotide excision repair and cisplatin resistance. CONCLUSIONS: Immunohistochemical analysis with the use of currently available ERCC1 antibodies did not specifically detect the unique functional ERCC1 isoform. As a result, its usefulness in guiding therapeutic decision making is limited. (Funded by Eli Lilly and others.).


Subject(s)
Antineoplastic Agents/therapeutic use , Biomarkers, Tumor/metabolism , Carcinoma, Non-Small-Cell Lung/drug therapy , Cisplatin/therapeutic use , DNA Repair , DNA-Binding Proteins/metabolism , Endonucleases/metabolism , Lung Neoplasms/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/mortality , Chemotherapy, Adjuvant , DNA, Neoplasm , DNA-Binding Proteins/genetics , DNA-Binding Proteins/immunology , Drug Resistance, Neoplasm/genetics , Endonucleases/genetics , Endonucleases/immunology , Epitope Mapping , Epitopes , Humans , Immunoglobulin G , Kaplan-Meier Estimate , Lung Neoplasms/genetics , Lung Neoplasms/mortality , Protein Isoforms/genetics , Protein Isoforms/metabolism
8.
Lung Cancer ; 80(2): 216-22, 2013 May.
Article in English | MEDLINE | ID: mdl-23410825

ABSTRACT

Evaluation of DNA repair proteins might provide meaningful information in relation to prognosis and chemotherapy efficacy in Non-Small Cell Lung Cancer (NSCLC) patients. The role of Poly(ADP-Ribose) Polymerase (PARP) in DNA repair of platinum adducts has not been firmly established. We used a DNA repair functional test based on antibody recognition of cisplatin intrastrand platinum adducts on DNA. We evaluated the effect of PARP inhibition on DNA repair functionality in a panel of cisplatin cell lines treated by the clinical-grade pharmacological inhibitor CEP8983 (a 4-methoxy-carbazole derivate) and the commercially available inhibitor PJ34 (phenanthridinone). We determined PARP1 protein expression in whole tumor sections from the International Adjuvant Lung cancer Trial (IALT)-bio study and tested a 3-marker PARP1/MSH2/ERCC1 algorithm combining PARP1 tumor status with previously published data. Chemosensitivity of cisplatin in NSCLC cell lines was correlated with the accumulation of cisplatin DNA adducts (P=0.0004). Further, the pharmacological inhibition of PARP induced a 1.7 to 2.3-fold increase in platinum adduct accumulation (24h) in A549 cell line suggesting a slow-down of platinum DNA-adduct repair capacity. In parallel, PARP1 inhibition increased the sensitivity to cisplatin treatment. In patient samples, PARP1 expression levels did not influence patient survival or the effect of platinum-based post-operative chemotherapy in the global IALT-bio population (interaction P=0.79). Among cases with high expression of all three markers (triple positive), untreated patients had prolonged survival with a median DFS of 7.8 years, (HR=0.34, 95%CI [0.19-0.61], adjusted P=0.0003) compared to triple negative patients (1.4 years). Remarkably, triple positive patients suffered from a detrimental effect (4.9-year reduction of median DFS) by post-operative cisplatin-based chemotherapy (HR=1.79, 95%CI [1.01-3.17], adjusted P=0.04, chemotherapy vs. control). Combinatorial sub-group analysis of the 3 markers further suggested that PARP1 tumor positivity might constitute a molecular context with high theranostic interest of ERCC1 and MSH2 in NSCLC. In conclusion, our data confirm that platinum DNA adduct accumulation is linked to chemosensitivity, which increase by pharmacological PARP inhibitors points to a role of PARP-dependent DNA repair in the process. We further suggest DNA repair biomarkers should be analyzed in a larger context of multiple DNA repair pathway regulation.


Subject(s)
Carcinoma, Non-Small-Cell Lung/drug therapy , Cisplatin/metabolism , DNA Adducts/metabolism , DNA Repair/genetics , Lung Neoplasms/drug therapy , Poly(ADP-ribose) Polymerases/genetics , Carbazoles/pharmacology , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Chemotherapy, Adjuvant , Cisplatin/adverse effects , Cisplatin/therapeutic use , DNA Repair/drug effects , DNA-Binding Proteins/metabolism , Disease-Free Survival , Endonucleases/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , MutS Homolog 2 Protein/metabolism , Phenanthrenes/pharmacology , Phthalimides/pharmacology , Poly (ADP-Ribose) Polymerase-1 , Poly(ADP-ribose) Polymerase Inhibitors , Poly(ADP-ribose) Polymerases/metabolism , Prognosis
9.
Cell Cycle ; 12(4): 647-54, 2013 Feb 15.
Article in English | MEDLINE | ID: mdl-23343765

ABSTRACT

Non-small cell lung carcinoma (NSCLC) is the most common form of lung cancer and is associated with a high mortality rate worldwide. The majority of individuals bearing NSCLC are treated with surgery plus adjuvant cisplatin, an initially effective therapeutic regimen that, however, is unable to prevent relapse within 5 years after tumor resection in an elevated proportion of patients. The factors that predict the clinical course of NSCLC and its sensitivity to therapy remain largely obscure. One notable exception is provided by pyridoxal kinase (PDXK), the enzyme that generates the bioactive form of vitamin B6. PDXK has recently been shown to be required for optimal cisplatin responses in vitro and in vivo and to constitute a bona fide prognostic marker in the NSCLC setting. Together with PDXK, 84 additional factors were identified that influence the response of NSCLC cells to cisplatin, in vitro including the hepatic lipase LIPC. Here, we report that the intratumoral levels of LIPC, as assessed by immunohistochemistry in two independent cohorts of NSCLC patients, positively correlate with disease outcome. In one out of two cohorts studied, the overall survival of NSCLC patients bearing LIPChigh lesions was unaffected, if not slightly worsened, by cisplatin-based adjuvant therapy. Conversely, the overall survival of patients with LIPClow lesions was prolonged by post-operative cisplatin. Pending validation in appropriate clinical series, these results suggest that LIPClow NSCLC patients would be those who mainly benefit from adjuvant cisplatin therapy. Thus, the expression levels of LIPC appear to have an independent prognostic value (and perhaps a predictive potential) in the setting of NSCLC. If these findings were confirmed by additional studies, LIPC expression levels might allow not only for NSCLC patient stratification, but also for the implementation of personalized therapeutic approaches.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Lipase/genetics , Lung Neoplasms/genetics , Phosphoprotein Phosphatases/genetics , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Biomarkers, Pharmacological/metabolism , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/surgery , Cell Line, Tumor , Cisplatin/pharmacology , Cisplatin/therapeutic use , Cohort Studies , Female , Gene Expression/drug effects , Humans , Lipase/metabolism , Lung Neoplasms/diagnosis , Lung Neoplasms/drug therapy , Lung Neoplasms/mortality , Lung Neoplasms/surgery , Male , Middle Aged , Neoplasm Staging , Phosphoprotein Phosphatases/metabolism , Precision Medicine , Predictive Value of Tests , Prognosis , Survival Analysis
10.
Cell Rep ; 2(2): 257-69, 2012 Aug 30.
Article in English | MEDLINE | ID: mdl-22854025

ABSTRACT

Patients with non-small cell lung cancer (NSCLC) are routinely treated with cytotoxic agents such as cisplatin. Through a genome-wide siRNA-based screen, we identified vitamin B6 metabolism as a central regulator of cisplatin responses in vitro and in vivo. By aggravating a bioenergetic catastrophe that involves the depletion of intracellular glutathione, vitamin B6 exacerbates cisplatin-mediated DNA damage, thus sensitizing a large panel of cancer cell lines to apoptosis. Moreover, vitamin B6 sensitizes cancer cells to apoptosis induction by distinct types of physical and chemical stress, including multiple chemotherapeutics. This effect requires pyridoxal kinase (PDXK), the enzyme that generates the bioactive form of vitamin B6. In line with a general role of vitamin B6 in stress responses, low PDXK expression levels were found to be associated with poor disease outcome in two independent cohorts of patients with NSCLC. These results indicate that PDXK expression levels constitute a biomarker for risk stratification among patients with NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/mortality , Lung Neoplasms/metabolism , Lung Neoplasms/mortality , Vitamin B 6/metabolism , Adult , Aged , Aged, 80 and over , Animals , Antineoplastic Agents/administration & dosage , Apoptosis/drug effects , Apoptosis/genetics , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cisplatin/administration & dosage , Cohort Studies , Disease-Free Survival , Female , Gene Expression Regulation, Enzymologic/drug effects , Gene Expression Regulation, Enzymologic/genetics , Gene Expression Regulation, Neoplastic/drug effects , Gene Expression Regulation, Neoplastic/genetics , Genome-Wide Association Study , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Male , Mice , Middle Aged , Neoplasm Proteins/biosynthesis , Neoplasm Proteins/genetics , Pyridoxal Kinase/biosynthesis , Pyridoxal Kinase/genetics , Survival Rate , Vitamin B 6/genetics
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