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1.
PLoS One ; 13(8): e0202769, 2018.
Article in English | MEDLINE | ID: mdl-30133528

ABSTRACT

Statistics and Epidemiology are crucial both in clinical decision-making and clinical research. Teaching these disciplines in a Bachelor's Degree in Medicine is a significant challenge. In this paper, we aim to describe two participatory teaching methods used in a yearlong second-year course that includes both Epidemiology and Statistics, and to analyze how these two methodologies affect the students' perception of the course and their abilities related to these subjects. Both methodologies consist in carrying out a specific practical activity. The first practical activity is carried out using a website and aims to help students understand concepts and interpret information; the second involves analyzing a database using a statistical package and, subsequently, producing a scientific report. In addition, we prepared a questionnaire to find out the students' perception of these issues. The nine questionnaire items were assessed using a rating scale and adapted to characteristics of the course, which covers Epidemiology and Statistics in an integrated manner. Then we assessed the differences in perception before and after the activities were carried out. The results show that the students' perception improved significantly in the following items: "importance of Statistics and Epidemiology in Medicine"; "usefulness in clinical practice"; "understanding concepts"; "ability to perform a statistical analysis"; and "ability to sort data". The difference was not significant in the remaining four items. In conclusion, the students' perception of their ability in Statistics and Epidemiology significantly improved after completing the practical activities, and their perception of importance and usefulness of these subjects also improved.


Subject(s)
Epidemiology/education , Statistics as Topic/education , Students, Medical/psychology , Clinical Competence , Clinical Decision-Making , Female , Humans , Knowledge , Male , Perception , Surveys and Questionnaires , Teaching
2.
Int J Biol Markers ; 32(1): e90-e95, 2017 Mar 02.
Article in English | MEDLINE | ID: mdl-27443420

ABSTRACT

OBJECTIVE: Homologous recombination (HR) is frequently impaired in sporadic high-grade serous ovarian carcinoma (sHGSOC) due to deficiencies in BRCA1/2 genes, a situation associated with hypersensitivity to platinum compounds. Alterations in other genes can also cause HR deficiency. Preclinical data show that RAP80 is an HR-pathway-related gene that influences BRCA1 activity. RAP80 has been reported to affect outcome in some solid neoplasms. This study investigates the role of RAP80 in sHGSOC survival. METHODS: mRNA expression of RAP80 was analyzed in tumor samples from 35 patients who postoperatively received standard platinum-based chemotherapy. The effects of RAP80 expression on progression-free survival (PFS) and overall survival (OS) were examined by means of Cox regressions. The clinical variables known to have prognostic value (FIGO stage, residual disease at surgery, and debulking surgery) were included as covariates in the analysis. BRCA1 was analyzed given the moderate correlations with RAP80. RESULTS: Median follow-up, PFS and OS were 61.3, 20.2 and 62.8 months, respectively. Low RAP80 expression levels were associated with shorter PFS (HR = 1.449, p = 0.007) and OS (HR = 1.331, p = 0.047). CONCLUSIONS: This is the first study to show a potential prognostic role of RAP80 expression in patients with HGSOC. The results suggest that HR deficiency due to low RAP80 expression is not associated with hypersensitivity to platinum compounds in sHGSOC.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/genetics , Carrier Proteins/genetics , Cystadenocarcinoma, Serous/mortality , Nuclear Proteins/genetics , Ovarian Neoplasms/mortality , Adult , Aged , Aged, 80 and over , Combined Modality Therapy , Cystadenocarcinoma, Serous/genetics , Cystadenocarcinoma, Serous/pathology , Cystadenocarcinoma, Serous/therapy , DNA-Binding Proteins , Female , Follow-Up Studies , Histone Chaperones , Humans , Middle Aged , Neoplasm Grading , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , Ovarian Neoplasms/therapy , Prognosis , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Survival Rate
3.
Clin Cancer Res ; 20(17): 4647-59, 2014 Sep 01.
Article in English | MEDLINE | ID: mdl-24696321

ABSTRACT

PURPOSE: TP53 mutations in early-stage non-small cell lung cancer (NSCLC) may be associated with worse survival but their prognostic role in advanced NSCLC is controversial. In addition, it remains unclear whether mutated patients represent a clinically homogeneous group. EXPERIMENTAL DESIGN: We retrospectively examined TP53 mutations and outcome in a training cohort of 318 patients with stage IIIB-IV NSCLC: 125 epidermal growth factor receptor (EGFR) wild-type (wt) and 193 EGFR mutated (mut). An independent validation cohort of 64 EGFR-mut patients was subsequently analyzed. Mutations were classified as "disruptive" and "nondisruptive" according to their predicted degree of disturbance of the p53 protein structure and function. RESULTS: In the training cohort, TP53 mutations were found in 43 of the 125 EGFR-wt patients (34.4%). Of these, 28 had nondisruptive TP53 mutations and a median overall survival (OS) of 8.5 months, compared with 15.6 months for the remaining 97 patients (P=0.003). In the EGFR-mut group, TP53 mutations were found in 50 of the 193 patients (25.9%). The OS for the 26 patients with TP53 nondisruptive mutations was 17.8 months versus 28.4 months for the remaining 167 patients (P=0.04). In the validation cohort, the 11 patients with nondisruptive TP53 mutations had a median OS of 18.1 months compared with 37.8 months for the 53 remaining patients (P=0.006). In multivariate analyses, nondisruptive TP53 mutations had an independent, significant association with a shorter OS. CONCLUSIONS: Nondisruptive mutations in the TP53 gene are an independent prognostic factor of shorter survival in advanced NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Mutation/genetics , Prognosis , Tumor Suppressor Protein p53/genetics , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/pathology , Disease-Free Survival , ErbB Receptors , Female , Humans , Male , Middle Aged , Neoplasm Staging
4.
Transl Lung Cancer Res ; 2(3): 180-8, 2013 Jun.
Article in English | MEDLINE | ID: mdl-25806231

ABSTRACT

Metastatic non-small cell lung cancer (NSCLC) unfortunately remains a lethal disease, despite recent genetic characterization of subclasses of NSCLC, mainly adenocarcinoma, which has led to the development of targeted therapies that improve progression-free survival (PFS). Ultimately, however, patients fatally relapse. In this review we will focus on the search to improve survival for NSCLC patients deemed to be pan-negative for the common driver alterations susceptible to targeted therapy, above all those with EGFR mutations or ALK, ROS or RET translocations. Other uncommon driver mutations such as HER2 and BRAF mutations should be tested in order to rule out targeted treatment before assigning patients to chemotherapy. Chemotherapy yields short lived response with median survival still less than one year. Customized chemotherapy represents one way to attempt to prolong survival, although to date no prospective randomized customized studies have reported sufficient evidence to support this. In one attempt to demonstrate the role of tailoring chemotherapy, the Spanish Lung Cancer Group (SLCG) phase II customized chemotherapy trial (NCT00883480) showed that RAP80, a component of the BRCA1-A complex, influenced outcome in patients with low BRCA1 expression treated with cisplatin/gemcitabine, and in patients with intermediate/high BRCA1 levels receiving cisplatin/docetaxel or docetaxel alone. We are currently performing a prospective, randomized phase III trial comparing non-customized cisplatin/docetaxel with customized therapy in metastatic NSCLC patients (NCT00617656/GECP-BREC) and a parallel phase II study (ChiCTR-TRC-12001860) is being carried out in China (BREC-China) under the auspices of the SLCG.

5.
Lancet Oncol ; 13(3): 239-46, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22285168

ABSTRACT

BACKGROUND: Erlotinib has been shown to improve progression-free survival compared with chemotherapy when given as first-line treatment for Asian patients with non-small-cell lung cancer (NSCLC) with activating EGFR mutations. We aimed to assess the safety and efficacy of erlotinib compared with standard chemotherapy for first-line treatment of European patients with advanced EGFR-mutation positive NSCLC. METHODS: We undertook the open-label, randomised phase 3 EURTAC trial at 42 hospitals in France, Italy, and Spain. Eligible participants were adults (> 18 years) with NSCLC and EGFR mutations (exon 19 deletion or L858R mutation in exon 21) with no history of chemotherapy for metastatic disease (neoadjuvant or adjuvant chemotherapy ending ≥ 6 months before study entry was allowed). We randomly allocated participants (1:1) according to a computer-generated allocation schedule to receive oral erlotinib 150 mg per day or 3 week cycles of standard intravenous chemotherapy of cisplatin 75 mg/m(2) on day 1 plus docetaxel (75 mg/m(2) on day 1) or gemcitabine (1250 mg/m(2) on days 1 and 8). Carboplatin (AUC 6 with docetaxel 75 mg/m(2) or AUC 5 with gemcitabine 1000 mg/m(2)) was allowed in patients unable to have cisplatin. Patients were stratified by EGFR mutation type and Eastern Cooperative Oncology Group performance status (0 vs 1 vs 2). The primary endpoint was progression-free survival (PFS) in the intention-to-treat population. We assessed safety in all patients who received study drug (≥ 1 dose). This study is registered with ClinicalTrials.gov, number NCT00446225. FINDINGS: Between Feb 15, 2007, and Jan 4, 2011, 174 patients with EGFR mutations were enrolled. One patient received treatment before randomisation and was thus withdrawn from the study; of the remaining patients, 86 were randomly assigned to receive erlotinib and 87 to receive standard chemotherapy. The preplanned interim analysis showed that the study met its primary endpoint; enrolment was halted, and full evaluation of the results was recommended. At data cutoff (Jan 26, 2011), median PFS was 9·7 months (95% CI 8·4-12·3) in the erlotinib group, compared with 5·2 months (4·5-5·8) in the standard chemotherapy group (hazard ratio 0·37, 95% CI 0·25-0·54; p < 0·0001). Main grade 3 or 4 toxicities were rash (11 [13%] of 84 patients given erlotinib vs none of 82 patients in the chemotherapy group), neutropenia (none vs 18 [22%]), anaemia (one [1%] vs three [4%]), and increased amino-transferase concentrations (two [2%] vs 0). Five (6%) patients on erlotinib had treatment-related severe adverse events compared with 16 patients (20%) on chemotherapy. One patient in the erlotinib group and two in the standard chemotherapy group died from treatment-related causes. INTERPRETATION: Our findings strengthen the rationale for routine baseline tissue-based assessment of EGFR mutations in patients with NSCLC and for treatment of mutation-positive patients with EGFR tyrosine-kinase inhibitors. FUNDING: Spanish Lung Cancer Group, Roche Farma, Hoffmann-La Roche, and Red Temática de Investigacion Cooperativa en Cancer.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Mutation , Protein Kinase Inhibitors/therapeutic use , Quinazolines/therapeutic use , Administration, Oral , Aged , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Carboplatin/administration & dosage , Carcinoma, Non-Small-Cell Lung/enzymology , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/pathology , Chi-Square Distribution , Cisplatin/administration & dosage , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Disease-Free Survival , Docetaxel , Drug Administration Schedule , Erlotinib Hydrochloride , Europe , Exons , Female , Humans , Kaplan-Meier Estimate , Lung Neoplasms/enzymology , Lung Neoplasms/mortality , Lung Neoplasms/pathology , Male , Middle Aged , Molecular Targeted Therapy , Patient Selection , Precision Medicine , Proportional Hazards Models , Prospective Studies , Protein Kinase Inhibitors/administration & dosage , Protein Kinase Inhibitors/adverse effects , Quinazolines/administration & dosage , Quinazolines/adverse effects , Taxoids/administration & dosage , Time Factors , Treatment Outcome , Gemcitabine
6.
J Transl Med ; 9: 163, 2011 Sep 27.
Article in English | MEDLINE | ID: mdl-21951562

ABSTRACT

BACKGROUND: Metastatic non-small-cell lung cancer (NSCLC) has a dismal prognosis. EGFR is overexpressed or mutated in a large proportion of cases. Downstream components of the EGFR pathway and crosstalk with the NF-κB pathway have not been examined at the clinical level. We explored the prognostic significance of the mRNA expression of nine genes in the EGFR and NF-κB pathways and of BRCA1 and RAP80 in patients in whom EGFR and K-ras gene status had previously been determined. In addition, NFKBIA and DUSP22 gene status was also determined. METHODS: mRNA expression of the eleven genes was determined by QPCR in 60 metastatic NSCLC patients and in nine lung cancer cell lines. Exon 3 of NFKBIA and exon 6 of DUSP22 were analyzed by direct sequencing. Results were correlated with outcome to platinum-based chemotherapy in patients with wild-type EGFR and to erlotinib in those with EGFR mutations. RESULTS: BRCA1 mRNA expression was correlated with EZH2, AEG-1, Musashi-2, CYLD and TRAF6 expression. In patients with low levels of both BRCA1 and AEG-1, PFS was 13.02 months, compared to 5.4 months in those with high levels of both genes and 7.7 months for those with other combinations (P=0.025). The multivariate analysis for PFS confirmed the prognostic role of high BRCA1/AEG-1 expression (HR, 3.1; P=0.01). Neither NFKBIA nor DUSP22 mutations were found in any of the tumour samples or cell lines. CONCLUSIONS: The present study provides a better understanding of the behaviour of metastatic NSCLC and identifies the combination of BRCA1 and AEG-1 expression as a potential prognostic model.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , ErbB Receptors/metabolism , Gene Expression Regulation, Neoplastic , Genes, Neoplasm/genetics , Lung Neoplasms/genetics , NF-kappa B/metabolism , Signal Transduction/genetics , Adult , Aged , BRCA1 Protein/genetics , BRCA1 Protein/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Adhesion Molecules/genetics , Cell Adhesion Molecules/metabolism , Disease-Free Survival , ErbB Receptors/genetics , Female , Humans , Lung Neoplasms/pathology , Male , Membrane Proteins , Middle Aged , Multivariate Analysis , Mutation/genetics , NF-kappa B/genetics , Neoplasm Metastasis , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA-Binding Proteins
7.
Clin Cancer Res ; 17(5): 1160-8, 2011 Mar 01.
Article in English | MEDLINE | ID: mdl-21233402

ABSTRACT

PURPOSE: Advanced non-small-cell lung cancer (NSCLC) patients harboring epidermal growth factor receptor (EGFR) mutations (deletion in exon 19 or L858R) show an impressive progression-free survival of 14 months when treated with erlotinib. However, the presence of EGFR mutations can only imperfectly predict outcome. We hypothesized that progression-free survival could be influenced both by the pretreatment EGFR T790M mutation and by components of DNA repair pathways. EXPERIMENTAL DESIGN: We assessed the T790M mutation in pretreatment diagnostic specimens from 129 erlotinib-treated advanced NSCLC patients with EGFR mutations. The expression of eight genes and two proteins involved in DNA repair and four receptor tyrosine kinases was also examined. RESULTS: The EGFR T790M mutation was observed in 45 of 129 patients (35%). Progression-free survival was 12 months in patients with and 18 months in patients without the T790M mutation (P = 0.05). Progression-free survival was 27 months in patients with low BRCA1 mRNA levels, 18 months in those with intermediate levels, and 10 months in those with high levels (P = 0.02). In the multivariate analysis, the presence of the T790M mutation (HR, 4.35; P = 0.001), intermediate BRCA1 levels (HR, 8.19; P < 0.0001), and high BRCA1 levels (HR, 8.46; P < 0.0001) emerged as markers of shorter progression-free survival. CONCLUSIONS: Low BRCA1 levels neutralized the negative effect of the T790M mutation and were associated with longer progression-free survival to erlotinib. We advocate baseline assessment of the T790M mutation and BRCA1 expression to predict outcome and provide alternative individualized treatment to patients based on T790M mutations and BRCA1 expression.


Subject(s)
BRCA1 Protein/genetics , Carcinoma, Non-Small-Cell Lung/genetics , ErbB Receptors/genetics , Genes, BRCA1 , Lung Neoplasms/genetics , Mutation , Quinazolines/therapeutic use , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/therapeutic use , Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung/drug therapy , DNA Repair/genetics , Disease-Free Survival , Erlotinib Hydrochloride , Female , Gene Expression , Genes, erbB-1 , Humans , Lung Neoplasms/drug therapy , Male , Middle Aged , Protein Kinase Inhibitors/therapeutic use , RNA, Messenger/genetics , RNA, Messenger/metabolism , Receptor Protein-Tyrosine Kinases/metabolism , Treatment Outcome
8.
Lung Cancer ; 72(1): 84-91, 2011 Apr.
Article in English | MEDLINE | ID: mdl-20705357

ABSTRACT

The potential differential effect of first-line treatment and molecular mechanisms on survival to second-line chemotherapy or EGFR tyrosine kinase inhibitors (TKIs) in non-small-cell lung cancer (NSCLC) has not been fully investigated. In particular, CHFR is frequently methylated in NSCLC and may influence outcome. We analyzed the outcome of second-line chemotherapy or EGFR TKIs in 179 of 366 patients who had been treated in an ERCC1 mRNA-based customized cisplatin trial and correlated the results with CHFR methylation status. CHFR methylation in circulating DNA was examined by methylation-specific assay. A panel of seven human EGFR wild-type NSCLC cell lines was characterized for their sensitivity to sequential treatment with cisplatin and erlotinib, and the results were correlated with CHFR. Patients who had received first-line docetaxel/cisplatin attained an overall survival of 19.2 months when treated with second-line EGFR TKIs, in comparison with 10.7 months when treated with second-line chemotherapy (P = 0.0002). However, for patients who had received first-line docetaxel/gemcitabine, overall survival was 14.8 months with EGFR TKIs and 10.8 months with chemotherapy (P = 0.29). For patients with unmethylated CHFR overall survival to EGFR TKIs was 21.4 months, and 11.2 months for those with treated with chemotherapy (P = 0.0001). In the only lung tumor cell line not expressing CHFR, pretreatment with cisplatin was antagonistic to erlotinib, while it was synergistic in the other six lines. Second-line EGFR TKIs improved survival in patients receiving first-line cisplatin-based treatment. Unmethylated CHFR predicts increased survival to EGFR TKIs.


Subject(s)
Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Cell Cycle Proteins/blood , ErbB Receptors/antagonists & inhibitors , Lung Neoplasms/drug therapy , Neoplasm Proteins/blood , Protein Kinase Inhibitors/therapeutic use , Adult , Aged , Cell Cycle Proteins/genetics , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Cell Proliferation/drug effects , Cisplatin/therapeutic use , ErbB Receptors/genetics , Erlotinib Hydrochloride , Female , Gene Expression Regulation, Neoplastic/drug effects , Genes, ras , Humans , Male , Methylation , Middle Aged , Mutation , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Neoplasm Staging , Poly-ADP-Ribose Binding Proteins , Protein Kinase Inhibitors/pharmacology , Quinazolines/therapeutic use , Survival Analysis , Ubiquitin-Protein Ligases
9.
PLoS One ; 5(3): e9499, 2010 Mar 03.
Article in English | MEDLINE | ID: mdl-20209131

ABSTRACT

BACKGROUND: A fraction of sporadic breast cancers has low BRCA1 expression. BRCA1 mutation carriers are more likely to achieve a pathological complete response with DNA-damage-based chemotherapy compared to non-mutation carriers. Furthermore, sporadic ovarian cancer patients with low levels of BRCA1 mRNA have longer survival following platinum-based chemotherapy than patients with high levels of BRCA1 mRNA. METHODOLOGY/PRINCIPAL FINDINGS: Tumor biopsies were obtained from 86 breast cancer patients who were candidates for neoadjuvant chemotherapy, treated with four cycles of neoadjuvant fluorouracil, epirubicin and cyclophosphamide. Estrogen receptor (ER), progesterone receptor (PR), HER2, cytokeratin 5/6 and vimentin were examined by tissue microarray. HER2 were also assessed by chromogenic in situ hybridization, and BRCA1 mRNA was analyzed in a subset of 41 patients for whom sufficient tumor tissue was available by real-time quantitative PCR. Median time to progression was 42 months and overall survival was 55 months. In the multivariate analysis for time to progression and overall survival for 41 patients in whom BRCA1 could be assessed, low levels of BRCA1 mRNA, positive PR and negative lymph node involvement predicted a significantly lower risk of relapse, low levels of BRCA1 mRNA and positive PR were the only variables associated with significantly longer survival. CONCLUSIONS/SIGNIFICANCE: We provide evidence for a major role for BRCA1 mRNA expression as a marker of time to progression and overall survival in sporadic breast cancers treated with anthracycline-based chemotherapy. These findings can be useful for customizing chemotherapy.


Subject(s)
BRCA1 Protein/genetics , Breast Neoplasms/diagnosis , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Neoadjuvant Therapy/methods , RNA, Messenger/metabolism , Adult , Aged , DNA Mutational Analysis , Female , Gene Expression Profiling , Humans , Immunohistochemistry/methods , Medical Oncology/methods , Middle Aged , Prognosis
10.
Lung Cancer ; 68(3): 491-7, 2010 Jun.
Article in English | MEDLINE | ID: mdl-19733931

ABSTRACT

Nicotine acetylcholine receptors (nAChRs) are associated with resistance to gemcitabine, cisplatin and paclitaxel in non-small-cell lung cancer (NSCLC) cell lines. Three single nucleotide polymorphisms (SNPs) of CHRNA3, CHRNA5 and LOC123688 increase lung cancer risk. These SNPs may have influenced outcome in patients treated in our phase III trial. Stage IV NSCLC patients were treated with customized chemotherapy based on ERCC1 (excision repair cross-complementing 1) mRNA expression. Patients in the control arm received docetaxel/cisplatin; patients in the genotypic arm with low levels of ERCC1 received docetaxel/cisplatin; patients in the genotypic arm with high levels of ERCC1 received docetaxel/gemcitabine. DNA was extracted from lymphocytes, and CHRNA3 (rs1051730), CHRNA5 (rs16969968) and LOC123688 (rs8034191) SNPs were genotyped with the Taqman allele discrimination assay. A significant interaction was found for CHRNA3 and PS (P=0.02). In patients with PS 0, CT patients had a better response than both CC (P=0.01) and TT (P=0.02) patients, and patients in the low genotypic group also had a better response (P=0.01). When the CHRNA3 genotype was added in the multivariate analysis for progression-free survival, an improvement was observed in the low genotypic group in PS 0 patients (P=0.02). PS 0 patients in the low genotypic group with the CT genotype attained an 84% response rate, 12.1-month progression-free survival, and 19-month median survival. CHRNA3 (rs1051730) genotyping can improve customized chemotherapy based on tumor assessment of ERCC1 mRNA in stage IV NSCLC with PS 0.


Subject(s)
Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Receptors, Nicotinic/genetics , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/physiopathology , Cisplatin/administration & dosage , Cisplatin/adverse effects , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Deoxycytidine/administration & dosage , Deoxycytidine/adverse effects , Deoxycytidine/analogs & derivatives , Docetaxel , Drug Resistance, Neoplasm/genetics , Drug Therapy, Combination , Endonucleases/genetics , Endonucleases/metabolism , Female , Humans , Lung Neoplasms/metabolism , Lung Neoplasms/mortality , Lung Neoplasms/pathology , Lung Neoplasms/physiopathology , Male , Middle Aged , Neoplasm Staging , Polymorphism, Single Nucleotide , Precision Medicine/methods , Survival Analysis , Taxoids/administration & dosage , Taxoids/adverse effects , Gemcitabine
11.
PLoS One ; 3(11): e3695, 2008.
Article in English | MEDLINE | ID: mdl-19002265

ABSTRACT

BACKGROUND: Overexpression of RRM1 and RRM2 has been associated with gemcitabine resistance. BRCA1 overexpression increases sensitivity to paclitaxel and docetaxel. We have retrospectively examined the effect of RRM1, RRM2 and BRCA1 expression on outcome to gemcitabine plus docetaxel in advanced non-small-cell lung cancer (NSCLC) patients. METHODOLOGY AND PRINCIPAL FINDINGS: Tumor samples were collected from 102 chemotherapy-naïve advanced NSCLC patients treated with gemcitabine plus docetaxel as part of a randomized trial. RRM1, RRM2 and BRCA1 mRNA levels were assessed by quantitative PCR and correlated with response, time to progression and survival. As BRCA1 levels increased, the probability of response increased (Odds Ratio [OR], 1.09: p = 0.01) and the risk of progression decreased (hazard ratio [HR], 0.99; p = 0.36). As RRM1 and RRM2 levels increased, the probability of response decreased (RRM1: OR, 0.97; p = 0.82; RRM2: OR, 0.94; p<0.0001) and the risk of progression increased (RRM1: HR, 1.02; p = 0.001; RRM2: HR, 1.005; p = 0.01). An interaction observed between BRCA1 and RRM1 allowed patients to be classified in three risk groups according to combinations of gene expression levels, with times to progression of 10.13, 4.17 and 2.30 months (p = 0.001). Low BRCA1 expression was the only factor significantly associated with longer time to progression in 31 patients receiving cisplatin-based second-line therapy. CONCLUSIONS: The mRNA expression of BRCA1, RRM1 and RRM2 is potentially a useful tool for selecting NSCLC patients for individualized chemotherapy and warrants further investigation in prospective studies.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , BRCA1 Protein/genetics , Carcinoma, Non-Small-Cell Lung/drug therapy , Deoxycytidine/analogs & derivatives , Lung Neoplasms/drug therapy , Ribonucleoside Diphosphate Reductase/genetics , Taxoids/administration & dosage , Tumor Suppressor Proteins/genetics , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , BRCA1 Protein/metabolism , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Deoxycytidine/administration & dosage , Docetaxel , Female , Gene Expression , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Male , Middle Aged , RNA, Messenger/metabolism , Retrospective Studies , Ribonucleoside Diphosphate Reductase/metabolism , Tumor Suppressor Proteins/metabolism , Gemcitabine
12.
Cancer Invest ; 26(10): 1044-51, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18798071

ABSTRACT

Mutations in PIK3CA and alterations of BRCA1 expression are common in breast cancer and have been correlated with altered sensitivity to taxanes in human cancer cell lines and with outcome of patients. We assessed mutations in the three hotspots of PIK3CA (E542K, E545K and H1047R) and intratumoral BRCA1 mRNA expression by quantitative RT-PCR in 61 breast cancer patients. Mutations of PIK3CA were found in 17 (27.9%) and did not correlate with BRCA1 transcript levels. Correlation with clinical and pathological features identified a significant association of mutations with older patients (P = 0.03). Higher BRCA1 mRNA expression was significantly correlated with advanced disease (P = 0.01) and ERBB2 overexpression (P = 0.02). These findings may help to identify a subgroup of patients who will likely benefit from chemotherapy regimens containing microtubule-disrupting agents.


Subject(s)
BRCA1 Protein/genetics , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Drug Resistance, Neoplasm/genetics , Mutation , Phosphatidylinositol 3-Kinases/genetics , Biomarkers, Tumor/genetics , Breast Neoplasms/pathology , Cell Line, Tumor , Class I Phosphatidylinositol 3-Kinases , Codon/genetics , DNA Primers , Female , Humans , Neoplasm Staging , RNA, Messenger/genetics , RNA, Neoplasm/genetics , Receptor, ErbB-2/genetics , Treatment Outcome
13.
J Clin Oncol ; 25(30): 4736-42, 2007 Oct 20.
Article in English | MEDLINE | ID: mdl-17947721

ABSTRACT

PURPOSE: To assess the activity of induction chemotherapy followed by surgery in stage IIIA and selected stage IIIB non-small-cell lung cancer patients. PATIENTS AND METHODS: Mediastinoscopy proof of either positive N2 (IIIA) or T4N0-1 (IIIB) disease was required. Induction therapy was three cycles of cisplatin/gemcitabine/docetaxel, followed by surgery. RESULTS: From December 1999 to March 2003, 136 patients were entered onto the study; the clinical response rate in 129 assessable patients was 56%. The overall complete resection rate was 68.9% of patients eligible for surgery (72% of stage IIIA patients and 66% of stage IIIB patients) and 48% of all assessable patients. Eight (12.9%) of 62 completely resected patients had a pathologic complete response. Seven patients (7.8%) died during the postoperative period. The median overall survival time was 15.9 months, 3-year survival rate was 36.8%, and 5-year survival rate was 21.1%, with no significant differences in survival between stage IIIA and stage IIIB patients. Median survival time was 48.5 months for 62 completely resected patients, 12.9 months for 13 incompletely resected patients, and 16.8 months for 15 nonresected patients (P = .005). Three- and 5-year survival rates were 60.1% and 41.4% for completely resected patients, 23.1% and 11.5% for incompletely resected patients, and 31.1% and 0% for nonresected patients, respectively. In the multivariate analysis, complete resection (hazard ratio [HR] = 0.35; P < .0001), clinical response (HR = 0.32; P < .0001), and age younger than 60 years (HR = 0.64; P = .027) were the most powerful prognostic factors. CONCLUSION: Induction chemotherapy followed by surgery is effective in stage IIIA and in selected stage IIIB patients attaining complete resection.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/surgery , Lung Neoplasms/drug therapy , Adenocarcinoma/drug therapy , Adenocarcinoma/pathology , Adenocarcinoma/surgery , Adult , Aged , Carcinoma, Large Cell/drug therapy , Carcinoma, Large Cell/pathology , Carcinoma, Large Cell/surgery , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Squamous Cell/drug therapy , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/surgery , Cisplatin/administration & dosage , Combined Modality Therapy , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Docetaxel , Female , Humans , Lung Neoplasms/pathology , Lung Neoplasms/surgery , Male , Middle Aged , Neoplasm Staging , Remission Induction , Survival Rate , Taxoids/administration & dosage , Gemcitabine
14.
J Clin Oncol ; 25(19): 2747-54, 2007 Jul 01.
Article in English | MEDLINE | ID: mdl-17602080

ABSTRACT

PURPOSE: Although current treatment options for metastatic non-small-cell lung cancer (NSCLC) rely on cisplatin-based chemotherapy, individualized approaches to therapy may improve response or reduce unnecessary toxicity. Excision repair cross-complementing 1 (ERCC1) has been associated with cisplatin resistance. We hypothesized that assigning cisplatin based on pretreatment ERCC1 mRNA levels would improve response. PATIENTS AND METHODS: From August 2001 to October 2005, 444 stage IV NSCLC patients were enrolled. RNA was isolated from pretreatment biopsies, and quantitative real-time reverse transcriptase PCR assays were performed to determine ERCC1 mRNA expression. Patients were randomly assigned in a 1:2 ratio to either the control or genotypic arm before ERCC1 assessment. Patients in the control arm received docetaxel plus cisplatin. In the genotypic arm, patients with low ERCC1 levels received docetaxel plus cisplatin, and those with high levels received docetaxel plus gemcitabine. The primary end point was the overall objective response rate. RESULTS: Of 444 patients enrolled, 78 (17.6%) went off study before receiving one cycle of chemotherapy, mainly due to insufficient tumor tissue for ERCC1 mRNA assessment. Of the remaining 346 patients assessable for response, objective response was attained by 53 patients (39.3%) in the control arm and 107 patients (50.7%) in the genotypic arm (P = .02). CONCLUSION: Assessment of ERCC1 mRNA expression in patient tumor tissue is feasible in the clinical setting and predicts response to docetaxel and cisplatin. Additional studies are warranted to optimize methodologies for ERCC1 analysis in small tumor samples and to refine a multibiomarker profile predictive of patient outcome.


Subject(s)
Antineoplastic Agents/pharmacology , Carcinoma, Non-Small-Cell Lung/drug therapy , Cisplatin/pharmacology , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Drug Resistance, Neoplasm , Endonucleases/genetics , Endonucleases/metabolism , Lung Neoplasms/drug therapy , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung/genetics , Female , Humans , Lung Neoplasms/genetics , Male , Middle Aged , Treatment Outcome
15.
Adv Exp Med Biol ; 587: 195-209, 2006.
Article in English | MEDLINE | ID: mdl-17163167

ABSTRACT

Survival in advanced non-small-cell lung cancer (NSCLC) patients treated with platinum-based chemotherapy is rather variable. Methylation-dependent transcriptional silencing of 14-3-3sigma, a major G2/M checkpoint control gene, could be a predictor of longer survival. A sensitive methylation-specific polymerase chain reaction assay was used to evaluate 14-3-3sigma methylation status in pretreatment serum DNA obtained from 115 cisplatin-plus-gemcitabine-treated advanced NSCLC patients. 14-3-3sigma methylation was observed in all histologic types in 39 patients (34%). After a median follow-up of 9.8 months, median survival was significantly longer in the methylation-positive group (15.1 vs 9.8 months; P = 0.004). Median time to progression was 8 months in the methylation-positive group, and 6.3 months in the methylation-negative group (P = 0.027 by the log-rank test). A multivariate Cox regression model identified only 14-3-3sigma methylation status and ECOG performance status (PS) as independent prognostic factors for survival. In an exploratory analysis, median survival for 22 methylation-positive responders has not been reached, while it was 11.3 months for 29 methylation-negative responders (P = 0.001). Methylation of 14-3-3sigma is a new independent prognostic factor for survival in NSCLC patients receiving platinum-based chemotherapy. It can be reliably and conveniently detected in the serum, thus obviating the need for tumor tissue analysis.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , DNA Methylation , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Antineoplastic Agents/therapeutic use , Cisplatin/therapeutic use , Deoxycytidine/analogs & derivatives , Deoxycytidine/therapeutic use , Drug Resistance, Neoplasm/genetics , Humans , Gemcitabine
16.
J Clin Oncol ; 23(36): 9105-12, 2005 Dec 20.
Article in English | MEDLINE | ID: mdl-16361617

ABSTRACT

PURPOSE: Survival in patients with advanced non-small-cell lung cancer (NSCLC) who are treated with platinum-based chemotherapy is rather variable. Methylation-dependent transcriptional silencing of 14-3-3sigma, a major G2-M checkpoint control gene, could be a predictor of longer survival. PATIENTS AND METHODS: A sensitive methylation-specific polymerase chain reaction assay was used to evaluate 14-3-3sigma methylation status in pretreatment serum DNA obtained from 115 cisplatin-plus-gemcitabine-treated advanced NSCLC patients. RESULTS: 14-3-3sigma methylation was observed in all histologic types of 39 patients (34%). After a median follow-up of 9.8 months, median survival was significantly longer in the methylation-positive group (15.1 v 9.8 months; P = .004). Median time to progression was 8 months in the methylation-positive group and 6.3 months in the methylation-negative group (log-rank test, P = .027). A multivariate Cox regression model identified only 14-3-3sigma methylation status and Eastern Cooperative Oncology Group performance status as independent prognostic factors for survival. In an exploratory analysis, median survival for 22 methylation-positive responders has not been reached, whereas survival was 11.3 months for 29 methylation-negative responders (P = .001). CONCLUSION Methylation of 14-3-3sigma is a new independent prognostic factor for survival in NSCLC patients receiving platinum-based chemotherapy. It can be reliably and conveniently detected in the serum, thus obviating the need for tumor tissue analysis.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/metabolism , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , DNA Methylation , Exonucleases/metabolism , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Neoplasm Proteins/metabolism , 14-3-3 Proteins , Adult , Aged , Aged, 80 and over , Base Sequence , Biomarkers, Tumor/analysis , Carcinoma, Non-Small-Cell Lung/pathology , Cisplatin/administration & dosage , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Disease Progression , Drug Administration Schedule , Exoribonucleases , Female , Gene Silencing , Genes, cdc , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Molecular Sequence Data , Predictive Value of Tests , Prognosis , Prospective Studies , Gemcitabine
17.
Clin Cancer Res ; 11(16): 5878-85, 2005 Aug 15.
Article in English | MEDLINE | ID: mdl-16115929

ABSTRACT

PURPOSE: Activating mutations in the tyrosine kinase domain of the epidermal growth factor receptor (EGFR) confer a strong sensitivity to gefitinib, a selective tyrosine kinase inhibitor of EGFR. EXPERIMENTAL DESIGN: We examined EGFR mutations at exons 18, 19, and 21 in tumor tissue from 68 gefitinib-treated, chemorefractory, advanced non-small cell lung cancer patients from the United States, Europe, and Asia and in a highly gefitinib-sensitive non-small cell lung cancer cell line and correlated their presence with response and survival. In addition, in a subgroup of 28 patients for whom the remaining tumor tissue was available, we examined the relationship among EGFR mutations, CA repeats in intron 1 of EGFR, EGFR and caveolin-1 mRNA levels, and increased EGFR gene copy numbers. RESULTS: Seventeen patients had EGFR mutations, all of which were in lung adenocarcinomas. Radiographic response was observed in 16 of 17 (94.1%) patients harboring EGFR mutations, in contrast with 6 of 51 (12.6%) with wild-type EGFR (P < 0.0001). Probability of response increased significantly in never smokers, patients receiving a greater number of prior chemotherapy regimens, Asians, and younger patients. Median survival was not reached for patients with EGFR mutations and was 9.9 months for those with wild-type EGFR (P = 0.001). EGFR mutations tended to be associated with increased numbers of CA repeats and increased EGFR gene copy numbers but not with EGFR and caveolin-1 mRNA overexpression (P = not significant). CONCLUSIONS: The presence of EGFR mutations is a major determinant of gefitinib response, and targeting EGFR should be considered in preference to chemotherapy as first-line treatment in lung adenocarcinomas that have demonstrable EGFR mutations.


Subject(s)
Adenocarcinoma/drug therapy , ErbB Receptors/genetics , Lung Neoplasms/drug therapy , Mutation , Quinazolines/therapeutic use , Adenocarcinoma/ethnology , Adenocarcinoma/genetics , Adult , Aged , Aged, 80 and over , Analysis of Variance , Antineoplastic Agents/therapeutic use , Asian People/genetics , Base Sequence , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/ethnology , Carcinoma, Non-Small-Cell Lung/genetics , Cell Line, Tumor , DNA Mutational Analysis , Dinucleotide Repeats/genetics , Drug Resistance, Neoplasm , Female , Gefitinib , Genotype , Humans , Introns/genetics , Lung Neoplasms/ethnology , Lung Neoplasms/genetics , Male , Middle Aged , Odds Ratio , Protein-Tyrosine Kinases/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Survival Analysis , Treatment Outcome , White People/genetics
18.
Clin Cancer Res ; 10(12 Pt 2): 4215s-4219s, 2004 Jun 15.
Article in English | MEDLINE | ID: mdl-15217961

ABSTRACT

PURPOSE: The first suggestions of a relationship between gene mRNA expression and differential sensitivity to gemcitabine/cisplatin are now emerging. ERCC1, RRM1, and XPD are involved in the nucleotide excision repair pathways, and tumor up-regulation of these genes leads to chemotherapy failure. In the present study, we have examined the potential correlation and predictive value of ERCC1, RRM1, and XPD mRNA expression in resected specimens from 67 stage IIB, IIIA, and IIIB non-small cell lung cancer patients treated with neoadjuvant gemcitabine/platinum followed by surgery. EXPERIMENTAL DESIGN: ERCC1, RRM1, and XPD expression was quantified using real-time quantitative reverse transcription-PCR. RESULTS: A good correlation was found between mRNA expression levels of the three genes. For RRM1 levels, patients in the bottom quartile had a decreased risk of death compared with those in the top quartile (risk ratio = 0.30; P = 0.033). Median survival for the 17 patients in the bottom quartile was 52 months, whereas for the 15 in the top quartile, it was 26 months (P = 0.018). When the characteristics of these 17 patients were compared with all of the other 50 patients, no differences in initial staging were observed. However, the 17 patients in the bottom quartile had better outcomes, including more radiographic responses (65% versus 54%; P = 0.24), complete resections (94% versus 72%; P = 0.03), lobectomies (71% versus 34%; P = 0.004), and pathological complete responses (29% versus 0%; P = 0.00001). CONCLUSIONS: Patients with RRM1 levels in the bottom quartile benefited significantly from gemcitabine/cisplatin neoadjuvant chemotherapy, leading us to conclude that RRM1 mRNA levels should be additionally validated to proceed with tailored chemotherapy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , DNA Helicases/biosynthesis , DNA Helicases/genetics , DNA-Binding Proteins/biosynthesis , DNA-Binding Proteins/genetics , Deoxycytidine/analogs & derivatives , Endonucleases/biosynthesis , Endonucleases/genetics , Gene Expression Profiling , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Transcription Factors/biosynthesis , Transcription Factors/genetics , Tumor Suppressor Proteins/biosynthesis , Tumor Suppressor Proteins/genetics , Aged , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/surgery , DNA Repair , Deoxycytidine/administration & dosage , Female , Humans , Lung Neoplasms/pathology , Lung Neoplasms/surgery , Male , Middle Aged , Neoadjuvant Therapy , Predictive Value of Tests , RNA, Messenger/analysis , RNA, Messenger/biosynthesis , Reverse Transcriptase Polymerase Chain Reaction , Ribonucleoside Diphosphate Reductase , Survival Analysis , Treatment Outcome , Xeroderma Pigmentosum Group D Protein , Gemcitabine
19.
Clin Lung Cancer ; 5(6): 360-5, 2004 May.
Article in English | MEDLINE | ID: mdl-15217535

ABSTRACT

Single nucleotide polymorphisms (SNPs) in the metabolic pathways of S-adenosylmethionine have been related to global hypomethylation and a lower number of hypermethylated CpG islands of tumor suppressor genes. Hypermethylation of checkpoint and DNA repair genes has been shown to be indicative of chemosensitivity. In the present study, we have examined the SNP of methylenetetrahydrofolate reductase (MTHFR) C677T, which affects DNA methylation patterns and is linked to elevated plasma homocysteine levels in 208 patients with gemcitabine/cisplatin-treated stage IV non-small-cell lung cancer (NSCLC). No differences in response rate were observed according to the MTHFR genotype. However, time to progression was 7.4 months for 68 patients with CC genotype, 5.5 months for 108 patients with heterozygous CT genotype, and 5.2 months for 28 patients with TT genotype. These findings can lead us to distinguish different outcome patterns among patients with stage IV NSCLC whose similar clinical prognostic factors would otherwise indicate similar outcomes. Carriers of the MTHFR 677T allele could benefit from supplementation with folic acid and vitamin B12. The Spanish Lung Cancer Group has undertaken a phase III randomized trial to elucidate this concept.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , DNA Methylation , Deoxycytidine/analogs & derivatives , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Methylenetetrahydrofolate Reductase (NADPH2)/genetics , Polymorphism, Single Nucleotide , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung/pathology , Cisplatin/administration & dosage , Deoxycytidine/administration & dosage , Disease Progression , Female , Genes, Tumor Suppressor , Genotype , Homocysteine/blood , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Treatment Outcome , Gemcitabine
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