Colorectal cancer (CRC) is often treated with chemotherapy. However, it is well known that treatment with chemotherapy comes with challenges, such as (severe) adverse events leading to loss of... Show moreColorectal cancer (CRC) is often treated with chemotherapy. However, it is well known that treatment with chemotherapy comes with challenges, such as (severe) adverse events leading to loss of quality of life, treatment discontinuation and sometimes even death. Moreover, chances for curation in the metastatic setting are low. Therefore, a large window of opportunity to improve both safety as well as efficacy of chemotherapeutic treatment for the individual patient exists. A possible approach to improve chemotherapeutic treatment for CRC patients could be the discovery, validation and implementation of new genetic biomarkers. The use of genetic biomarkers allows to identify patients that are at higher risk for severe adverse drug events and to select patients which will benefit the most from chemotherapy. The aim of this thesis was therefore to improve the safety and efficacy of chemotherapeutic drugs in patients with colorectal cancer by individualising drug dosing and choice of drug based on germline genetic biomarkers. The described studies in this thesis brought us a few steps closer to safe and effective use of chemotherapeutic drugs in the individual colorectal cancer patient. Irinotecan should no longer be administered without a UGT1A1 genotype test and a start has been made towards personalised medicine for colorectal cancer patients with peritoneal metastases. Show less
Pharmacogenomics (PGx) utilizes an individual’s germline genetic profile to identify those who are at higher risk for ADRs or lack of efficacy. This information can be used by healthcare... Show morePharmacogenomics (PGx) utilizes an individual’s germline genetic profile to identify those who are at higher risk for ADRs or lack of efficacy. This information can be used by healthcare professionals (HCPs) to guide dose and drug selection before drug initiation in an effort to optimize drug therapy through precision medicine. Despite both the promise of and the progress in the field of PGx to achieve precision medicine, it is still not routinely applied in patient care. As such, a number of barriers preventing implementation have been identified. These include the undetermined model for delivering PGx, the lack of evidence supporting a PGx panel approach and the lack of tools supporting implementation. Therefore, the work of this thesis aims to support the implementation of precision medicine using PGx panel testing. It reports on generating evidence for PGx panel testing (Part I) and the development of tools facilitating implementation (Part II), evaluates the implementation process utilizing these tools (Part III) and quantifies the impact of PGx implementation on patient outcomes and cost-effectiveness (Part IV). Show less
Sunitinib has been approved by FDA in 2006 and became the first-line treatment for patients with clear cell metastatic renal cell carcinoma (cc-mRCC) due to its dramatic improvement in... Show moreSunitinib has been approved by FDA in 2006 and became the first-line treatment for patients with clear cell metastatic renal cell carcinoma (cc-mRCC) due to its dramatic improvement in progression-free survival (PFS) and overall survival (OS) and affordable toxicity. However, the inter-individual variability of sunitinib outcomes is large. Some clinical factors, such as blood pressure, can partly predict sunitinib efficacy, but they are not enough. More insight into the genetic factors underlying sunitinib outcome could also be helpful to improve optimization of treatment. In this thesis, the relevance of single nucleotide polymorphisms (SNPs) to sunitinib treatment in (cc)-mRCC patients was investigated with regard to efficacy and toxicity.We identified SNPs in IL8,IL13, VEGFR, CYP3A5 and CTLA-4 were associated with efficacy, toxicity and clearance.Further validation in independent cohorts is need before the implementation of these genetic biomarkers into clinical practice. Show less
Sunitinib treatment requires a personalized approach, since patients can respond very differently to this drug. Pharmacogenetics may improve our ability to provide a tailored therapy by studying... Show moreSunitinib treatment requires a personalized approach, since patients can respond very differently to this drug. Pharmacogenetics may improve our ability to provide a tailored therapy by studying how genetic variations could influence drug response. The objective of this thesis was to find genetic markers that can predict toxicity and efficacy of sunitinib in patients with metastatic renal cell carcinoma. This research builds upon previous findings from candidate gene studies by testing a selection of SNPs based on plausible involvement in pharmacokinetics or pharmacodynamics of the drug of interest. We observed that SNPs located in genes involved in metabolism and drug absorption (CYP3A4, CYP3A5, and ABCB1) are potentially associated with the clearance of sunitinib and its active metabolite. In analogy to this, we confirmed SNP associations from previous studies for SNPs in CYP3A5 and ABCB1 that predict the need for dose reductions and improvement of PFS on sunitinib. Sunitinib-induced toxicity is possibly related to SNPs in CYP3A4 and CYP3A5, and in interleukin genes IL8 and IL13. VEGFR-2 (KDR) rs34231037 G-allele variant carriers were potentially associated with a favorable response to sunitinib. A GWAS learned us that SNPs in chromosome 21 are involved in sunitinib efficacy, probably by influencing drug resistance mechanisms. Show less
Not all hormone receptor positive breast cancer patients benefit from tamoxifen treatment, but may be nonetheless exposed to its side effects (e.g. hot flashes). Tamoxifen needs bioactivation by... Show moreNot all hormone receptor positive breast cancer patients benefit from tamoxifen treatment, but may be nonetheless exposed to its side effects (e.g. hot flashes). Tamoxifen needs bioactivation by formation of the metabolite endoxifen, which is mainly catalyzed by the enzyme CYP2D6. In this thesis, we studied the variation in tamoxifen metabolism in relation to endoxifen serum concentration, tamoxifen efficacy and side effects, focusing on CYP2D6 activity and pharmacogenetics. The importance of good methodology for genotyping and endoxifen measurement was exemplified. In a large trial population, no association between CYP2D6 genotype and disease free survival or the occurence of hot flashes was found, although polymorphisms in the estrogen receptor-1 and UGT2B15 might be related to clinical outcome. Adherence, but not the concomitant use of CYP2D6 inhibiting medication was associated with breast cancer recurrence. CYP2D6 genotype and endoxifen-guided tamoxifen dose escalation led to an increase in endoxifen serum levels and a new 13C-Dextromethorphan breath test was used for phenotyping CYP2D6, which correlated well with CYP2D6 genotype and endoxifen levels. Finally, the CYP2D6 phenotype and endoxifen serum levels are currently prospectively related to breast cancer recurrence. This may lead to therapeutic drug monitoring and selection of patients who benefit most from tamoxifen. Show less
In this thesis, we focus on the palliative treatment of advanced colorectal carcinoma with capecitabine, irinotecan and oxaliplatin. We investigated the potential associations of germline genetic... Show moreIn this thesis, we focus on the palliative treatment of advanced colorectal carcinoma with capecitabine, irinotecan and oxaliplatin. We investigated the potential associations of germline genetic variations with the efficacy or toxicity of treatment. We genotyped a selection of SNPs in paired tumor tissue and blood samples of colorectal cancer patients (Chapter 3). Next, we present an overview of clinical and pharmacogenetic factors that have been described to influence irinotecan toxicity (Chapter 4). We investigated the association of febrile neutropenia and drug efficacy with the UGT1A1 genotype in Chapter 5. In Chapter 6, we investigated the GSTP1 Ile105Val SNP with regard to irinotecan efficacy in terms of progression-free survival. We also provide an overview of pharmacogenetic, pharmacokinetic and pharmacodynamic data on this platinum derivative (Chapter 7). In Chapter 8, we transfected ERCC1 negative cells with an ERCC1 gene, containing either the codon 118C or 118T genotype, in order to establish differences in cell survival or DNA repair. In chapter 9 we describe our investigations on the cumulative neurotoxicity and efficacy of oxaliplatin. In chapter 10, an explorative study is described that investigates associations of survival and toxicity in patients receiving oxaliplatin, using a SNP array. Show less
