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1.
NPJ Breast Cancer ; 10(1): 10, 2024 Jan 20.
Article in English | MEDLINE | ID: mdl-38245552

ABSTRACT

Accurate prediction of response to neoadjuvant chemotherapy (NAC) can help tailor treatment to individual patients' needs. Little is known about the combination of liquid biopsies and computer extracted features from multiparametric magnetic resonance imaging (MRI) for the prediction of NAC response in breast cancer. Here, we report on a prospective study with the aim to explore the predictive potential of this combination in adjunct to standard clinical and pathological information before, during and after NAC. The study was performed in four Dutch hospitals. Patients without metastases treated with NAC underwent 3 T multiparametric MRI scans before, during and after NAC. Liquid biopsies were obtained before every chemotherapy cycle and before surgery. Prediction models were developed using penalized linear regression to forecast residual cancer burden after NAC and evaluated for pathologic complete response (pCR) using leave-one-out-cross-validation (LOOCV). Sixty-one patients were included. Twenty-three patients (38%) achieved pCR. Most prediction models yielded the highest estimated LOOCV area under the curve (AUC) at the post-treatment timepoint. A clinical-only model including tumor grade, nodal status and receptor subtype yielded an estimated LOOCV AUC for pCR of 0.76, which increased to 0.82 by incorporating post-treatment radiological MRI assessment (i.e., the "clinical-radiological" model). The estimated LOOCV AUC was 0.84 after incorporation of computer-extracted MRI features, and 0.85 when liquid biopsy information was added instead of the radiological MRI assessment. Adding liquid biopsy information to the clinical-radiological resulted in an estimated LOOCV AUC of 0.86. In conclusion, inclusion of liquid biopsy-derived markers in clinical-radiological prediction models may have potential to improve prediction of pCR after NAC in breast cancer.

2.
Ann Oncol ; 31(3): 377-386, 2020 03.
Article in English | MEDLINE | ID: mdl-32067679

ABSTRACT

BACKGROUND: α-Selective phosphatidylinositol 3-kinase (PI3K) inhibitors improve outcome in patients with PIK3CA-mutated, hormone receptor-positive (HR+)/Her2- metastatic breast cancer (mBC). Nevertheless, it is still unclear how to integrate this new drug family in the treatment landscape. PATIENTS AND METHODS: A total of 649 patients with mBC from the SAFIR02 trial (NCT02299999), with available mutational profiles were selected for outcome analysis. PIK3CA mutations were prospectively determined by next-generation sequencing on metastatic samples. The mutational landscape of PIK3CA-mutated mBC was assessed by whole-exome sequencing (n = 617). Finally, the prognostic value of PIK3CA mutations during chemotherapy was assessed in plasma samples (n = 44) by next-generation sequencing and digital PCR. RESULTS: Some 28% (104/364) of HR+/Her2- tumors and 10% (27/255) of triple-negative breast cancer (TNBC) presented a PIK3CA mutation (P < 0.001). PIK3CA-mutated HR+/Her2- mBC was less sensitive to chemotherapy [adjusted odds ratio: 0.40; 95% confidence interval (0.22-0.71); P = 0.002], and presented a worse overall survival (OS) compared with PIK3CA wild-type [adjusted hazard ratio: 1.44; 95% confidence interval (1.02-2.03); P = 0.04]. PIK3CA-mutated HR+/Her2- mBC was enriched in MAP3K1 mutations (15% versus 5%, P = 0.0005). In metastatic TNBC (mTNBC), the median OS in patients with PIK3CA mutation was 24 versus 14 months for PIK3CA wild-type (P = 0.03). We further looked at the distribution of PIK3CA mutation in mTNBC according to HR expression on the primary tumor. Some 6% (9/138) of patients without HR expression on the primary and 36% (14/39) of patients with HR+ on the primary presented PIK3CA mutation (P < 0.001). The level of residual PIK3CA mutations in plasma after one to three cycles of chemotherapy was associated with a poor OS [continuous variable, hazard ratio: 1.03, 95% confidence interval (1.01-1.05), P = 0.007]. CONCLUSION: PIK3CA-mutated HR+/Her2- mBC patients present a poor outcome and resistance to chemotherapy. Patients with PIK3CA-mutated TNBC present a better OS. This could be explained by an enrichment of PIK3CA mutations in luminal BC which lost HR expression in the metastatic setting. TRIAL REGISTRATION: SAFIR02 trial: NCT02299999.


Subject(s)
Breast Neoplasms , Triple Negative Breast Neoplasms , Biomarkers, Tumor/genetics , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Class I Phosphatidylinositol 3-Kinases/genetics , Humans , Mutation , Phosphatidylinositol 3-Kinases/genetics , Prognosis , Receptor, ErbB-2/genetics , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/genetics
3.
Ann Oncol ; 28(4): 784-790, 2017 04 01.
Article in English | MEDLINE | ID: mdl-28104619

ABSTRACT

Background: Approximately 50% of epidermal growth factor receptor (EGFR) mutant non-small cell lung cancer (NSCLC) patients treated with EGFR tyrosine kinase inhibitors (TKIs) will acquire resistance by the T790M mutation. Osimertinib is the standard of care in this situation. The present study assesses the efficacy of osimertinib when T790M status is determined in circulating cell-free tumour DNA (ctDNA) from blood samples in progressing advanced EGFR-mutant NSCLC patients. Material and methods: ctDNA T790M mutational status was assessed by Inivata InVision™ (eTAm-Seq™) assay in 48 EGFR-mutant advanced NSCLC patients with acquired resistance to EGFR TKIs without a tissue biopsy between April 2015 and April 2016. Progressing T790M-positive NSCLC patients received osimertinib (80 mg daily). The objectives were to assess the response rate to osimertinib according to Response Evaluation Criteria in Solid Tumours (RECIST) 1.1, the progression-free survival (PFS) on osimertinib, and the percentage of T790M positive in ctDNA. Results: The ctDNA T790M mutation was detected in 50% of NSCLC patients. Among assessable patients, osimertinib gave a partial response rate of 62.5% and a stable disease rate of 37.5%. All responses were confirmed responses. After median follow up of 8 months, median PFS by RECIST criteria was not achieved (95% CI: 4-NA), with 6- and 12-months PFS of 66.7% and 52%, respectively. Conclusion(s): ctDNA from liquid biopsy can be used as a surrogate marker for T790M in tumour tissue.


Subject(s)
Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , DNA Mutational Analysis/methods , DNA, Neoplasm/blood , Lung Neoplasms/drug therapy , Piperazines/therapeutic use , Acrylamides , Adult , Aged , Aged, 80 and over , Aniline Compounds , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/mortality , DNA, Neoplasm/genetics , Disease-Free Survival , ErbB Receptors/genetics , Female , Humans , Lung Neoplasms/genetics , Lung Neoplasms/mortality , Male , Middle Aged , Mutation
4.
Ann Oncol ; 26(7): 1500-4, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25851627

ABSTRACT

BACKGROUND: The use of tyrosine kinase inhibitors (TKis) during pregnancy in humans remains rare, and little data are available on their transplacental passage. Erlotinib and gefitinib are the first-line targeted therapy in case of stage IV nonsmall-cell lung cancer with an EGFR-activating mutation. There are no data available regarding the comparative use of these TKis in pregnant patients. We aimed to compare the transplacental transfer of gefitinib, imatinib and erlotinib, using the ex vivo method of human perfused cotyledon, and to determine the placental accumulation of TKis. MATERIALS AND METHODS: Term placentas were perfused after delivery with gefitinib, imatinib and erlotinib at targeted maternal concentrations around the steady-state plasma trough concentration (i.e. 500, 1000 and 1500 ng/ml, respectively). Samples from fetal and maternal circulations were collected in order to monitor TKis concentrations. Main transfer parameters such as fetal transfer rate (FTR), clearance index (CI) and placental uptake were assessed. RESULTS: Mean FTR of gefitinib, imatinib and erlotinib were 16.8%, 10.6% and 31.4%, respectively. Mean CI of gefitinib, imatinib and erlotinib were 0.59, 0.48 and 0.93, respectively. Placental uptake in cotyledon was 0.030% %, 0.010% and 0.003% for gefitinib, imatinib and erlotinib, respectively, corresponding to a mean mass of 27.7 µg for gefitinib, 15.7 µg for imatinib and 6.8 µg for erlotinib. CONCLUSION: The results suggest that TKis cross the placenta at therapeutic level. Particularly, erlotinib crosses the placenta at a higher rate than gefitinib or imatinib. All of them have a very low placental uptake. These data may suggest that gefitinib should be preferred to erlotinib for the treatment of pregnant woman with lung cancer harboring an EGFR-activating mutation, during the second and third trimesters of pregnancy.


Subject(s)
ErbB Receptors/antagonists & inhibitors , Fetus/drug effects , Maternal-Fetal Exchange , Placenta/drug effects , Placenta/physiology , Protein Kinase Inhibitors/pharmacokinetics , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/pathology , ErbB Receptors/genetics , Erlotinib Hydrochloride/pharmacokinetics , Female , Gefitinib , Humans , Imatinib Mesylate/pharmacokinetics , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Mutation/genetics , Perfusion , Pregnancy , Quinazolines/pharmacokinetics , Tissue Distribution
5.
Eur J Drug Metab Pharmacokinet ; 38(3): 149-57, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23446814

ABSTRACT

Efflux transporters play an important role in the resistance of tumor cells against anticancer agents. Interaction between these transporters, including P-glycoprotein (P-gp), and drugs might influence their pharmacological properties and toxicities. The aim of this study was to investigate whether vandetanib (Caprelsa(®)), a small tyrosine kinase inhibitor, could interact with the multidrug transporter P-gp. Interaction of vandetanib with the P-gp was investigated using the parental cell line (IGROV1) and the P-gp doxorubicin-resistant (IGROV1-DXR) cell line, derived from the parental drug-sensitive IGROV1 cells. Cytotoxicity tests were assessed in both cell lines to examine the impact of P-gp on the cell survival after a vandetanib treatment. The effects of P-gp on vandetanib intracellular pharmacokinetics were investigated. To this aim, we developed a quantitative liquid chromatography tandem mass spectrometry to quantify vandetanib in cell medium. Results showed that overexpression of P-gp confers resistance to vandetanib in the IGROV1-DXR cell line. Using a LC-MS/MS assay validated in cell medium, cellular pharmacokinetic studies revealed that in cells overexpressing the P-gp intracellular concentrations of vandetanib were decreased compared to parental cell line. For the first time, vandetanib is described as a substrate of P-gp. In tumor cells, P-gp could be responsible for cellular resistance to vandetanib. It may be relevant to the clinical efficacy of vandetanib. Moreover, interaction of vandetanib with P-gp could modify the pharmacodynamics of other conventional chemotherapeutics, substrates of P-gp. It could impact on the overall response to anticancer therapy.


Subject(s)
ATP Binding Cassette Transporter, Subfamily B, Member 1/physiology , Piperidines/pharmacokinetics , Protein Kinase Inhibitors/pharmacokinetics , Quinazolines/pharmacokinetics , Cell Line, Tumor , Chromatography, Liquid , Doxorubicin/pharmacology , Humans , Piperidines/toxicity , Quinazolines/toxicity , Tandem Mass Spectrometry
6.
Eur J Pharm Sci ; 46(5): 484-91, 2012 Aug 15.
Article in English | MEDLINE | ID: mdl-22484209

ABSTRACT

P-glycoprotein belongs to the ATP binding cassette transporters, responsible for the multidrug resistance of cancer cells. These transporters efflux hydrophobic drugs outside cells and decrease their therapeutic efficacy. The aim of this study was to investigate the effect of vandetanib, an oral tyrosine kinase inhibitor of EGFR, VEGFR 2 and RET kinases, on the functionality of P-gp after a 24h-treatment at therapeutic concentration (2µM), and its ability to increase the cytotoxicity of chemotherapeutic agents in multidrug resistance cancer cells. In this study we found that IGROV1-DXR and IGROV1-CDDP cells were resistant to doxorubicin and cisplatin respectively, compare to parental cell line IGROV1. The parental sensitive and the two resistant cell lines similarly expressed MRP1 and did not express BCRP. Moreover, in contrast to the IGROV1 and IGROV1-CDDP cells, IGROV1-DXR cell line overexpressed P-gp. Functional activity studies demonstrated that MRP1 was not functional and the MDR phenotype in IGROV1-DXR cells was linked to P-gp functionality. Results also showed that vandetanib reversed resistance to doxorubicin in IGROV1-DXR cells, but not to cisplatin in IGROV1-CDDP cells. After 24h of treatment, vandetanib increased the accumulation of rhodamine 123 and calcein AM, demonstrating a functional inhibition of the transporter. In IGROV1-DXR cell line, vandetanib reverse resistance to doxorubicin by inhibiting the functionality of P-gp. In conclusion, vandetanib should be an option for drug combination in patients already developing a P-gp mediated multidrug resistance.


Subject(s)
ATP Binding Cassette Transporter, Subfamily B, Member 1/antagonists & inhibitors , Antibiotics, Antineoplastic/pharmacology , Doxorubicin/pharmacology , Drug Resistance, Neoplasm/drug effects , Ovarian Neoplasms/metabolism , Piperidines/pharmacology , Protein Kinase Inhibitors/pharmacology , Quinazolines/pharmacology , ATP Binding Cassette Transporter, Subfamily B , ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , ATP Binding Cassette Transporter, Subfamily B, Member 1/metabolism , ATP Binding Cassette Transporter, Subfamily G, Member 2 , ATP-Binding Cassette Transporters/metabolism , Antibiotics, Antineoplastic/metabolism , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Cisplatin/pharmacology , Dose-Response Relationship, Drug , Doxorubicin/metabolism , Female , Fluoresceins/metabolism , Fluorescent Dyes/metabolism , Humans , Multidrug Resistance-Associated Proteins/metabolism , Neoplasm Proteins/metabolism , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , Phenotype , Rhodamine 123/metabolism , Time Factors
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