Predictive Model of Therapy Outcomes in Breast Cancer Patients

Patients with breast cancer are treated with a combination of surgery and medical treatment (either before (neoadjuvant) or after (adjuvant) surgery). Eligible patients will be identified by the oncologist and from the multidisciplinary meeting. Once eligible patients have been identified they will be informed of the study by their oncologist, and then approached by the research team who will give them a patient information leaflet, discuss the study, answer any questions and ask the patient to sign a consent form if they are would like to participate in the study. The consent form must be signed before any study related procedures are performed. Patients who have had surgery prior to receiving medical treatment (i.e. patients planned to receive adjuvant treatment, or patients who have a sentinel lymph node biopsy prior to starting neoadjuvant treatment) will have blood and urine samples taken before they have their surgery, at the preassessment surgical appointment. The week before the patient starts medical therapy (either chemotherapy or endocrine treatment) the patient will need to attend Charing Cross Hospital for the following procedures (this may be an extra visit, depending on hospital appointments): * To see the study doctor for a medical history and physical examination * Pulse and blood pressure measurements * BMI (body mass index) and body fat assessment * To fill out a quality of life (QOL) questionnaire with research staff * Routine blood tests (for haematology and biochemistry) * Blood sample for metabolic profiling and cytokine analysis * Urine sample for metabolic profiling * The blood taken will additionally be tested for targeted genetic analysis if the patient has consented for this (as this is optional) The patient will be asked to return to Charing Cross Hospital 24 hours later after an overnight fast for (this will be an extra visit): • Fasted blood and urine samples for metabolic profiling. It is important to get fasted samples from patients, as diet influences the metabolic profile. Therefore to try to eliminate diet as a confounder it is important to get a fasted sample. Additionally, at the time of collection of blood and urine samples for metabolic profile analysis patients will be asked when they last ate, what they last ate and any specific dietary preferences/requirements (i.e. vegetarian, gluten free diet). Further tests differ depending on whether the patient is receiving chemotherapy or endocrine treatment. Patients receiving chemotherapy have 6 cycles, each cycle last 21 days. There are two types of chemotherapy given for breast cancer which are FEC (6 cycles of 5fluorouracil, epirubicin and cyclophosphamide) or FECD (3 cycles of 5fluorouracil, epirubicin and cyclophosphamide followed by 3 cycles of docetaxel). Patients receiving all types of chemotherapy (FEC and FECD) patients will be required to attend at the following time for procedures are explained below: * Cycle 1, day 2 o 24 hours after the patient received their chemotherapy treatment we will take urine and blood samples for metabolic profiling, and blood samples for routine blood tests (haematology and biochemistry) and cytokine analysis. * At this time the patient will also be asked to fill out 2 questionnaires with research staff - the first will be adverse effects experienced (questions from CTCAEv4.0), and the second will be a QOL questionnaire. * This will be an extra visit. * Cycle 2, day 1 * Prior to receiving their next cycle of chemotherapy urine and blood samples will be taken for metabolic profiling. Blood samples will be taken for routine tests (haematology and biochemistry) and for cytokine analysis. * Two questionnaires (questionnaire based on adverse effects experienced and QOL questionnaire) will be completed with research staff. * A blood sample will be taken after 10 minutes chemotherapy infusion has finished. Pharmacokinetic analysis for 5FU will be conducted on this sample. If possible the sample will be taken from the cannula through which the chemotherapy medication was administered (the first 10mls will need to be discarded to avoid contamination). * This will not be an extra visit if there has been no change to planned This will not be an extra visit if there has been no change to planned treatment schedule. If patients have consented for optional pharmacokinetic analysis the following sample will also be taken. * Cycle 2, day 1 (optional assessment) o Three blood samples will be taken during the following 4 hours for pharmacokinetic analysis of cylophosphamide and epirubicin. If possible all samples will be taken from the cannula through which the chemotherapy was administered. * Cycle 2, day 2 (optional assessment) o A blood sample will be taken 24 hours after the chemotherapy was given for pharmacokinetic analysis of cyclophosphamide. * Cycle 2, day 3 (optional assessment) o A blood sample will be taken 48 hours after the chemotherapy was given for pharmacokinetic analysis of epirubicin. * Cycle 6, day 21 * Two questionnaires (questionnaire based on adverse effects experienced and QOL questionnaire) will be completed with research staff. * BMI (body mass index) and body fat assessment. * This will be an extra visit. If patients are on FECD chemotherapy, they will attend at the above time points, but they will additionally be asked to attend after their docetaxel has commenced. This is required to test whether docetaxel has a different reaction in the body to the previous chemotherapy given. Patients will be asked to attend at the following time points for the following procedures: * Cycle 4, day 2 o 24 hours after the patient received their chemotherapy treatment we will take urine and blood samples for metabolic profiling, and blood samples for routine blood tests (haematology and biochemistry) and cytokine analysis. o Two questionnaires (questionnaire based on adverse effects experienced and QOL questionnaire) will be completed with research staff o This will be an extra visit * Cycle 5, day 1 * Prior to receiving their next cycle of chemotherapy urine and blood samples will be taken for metabolic profiling. Blood samples will be taken for routine tests (haematology and biochemistry) and for cytokine analysis. * Two questionnaires (questionnaire based on adverse effects experienced and QOL questionnaire) will be completed with research staff. * This will not be an extra visit if there has been no change to planned treatment schedule. If patients have consented for optional pharmacokinetic analysis the following sample will also be taken. • Cycle 5, day 1 o A blood sample will be taken at the end of the chemotherapy infusion and 6 hours after the infusion completed. If possible the blood samples will be taken from the cannula (the first 10mls taken from the cannula will need to be discarded to avoid contamination). Patients receiving endocrine treatment will be asked to attend at the following time points after starting treatment for procedures listed below, in addition to baseline assessments described above: * Day 2 * Urine and blood samples for metabolic profiling. Blood samples for routine tests (haematology and biochemistry) and cytokine analysis. * This will be an extra visit * Day 21 * Two questionnaires (questionnaire based on adverse effects experienced and QOL questionnaire) will be completed with research staff. * Urine and blood samples for metabolic profiling. Blood samples for routine tests (haematology and biochemistry) and cytokine analysis. * This will be an extra visit * At 5 months * Two questionnaires (questionnaire based on adverse effects experienced and QOL questionnaire) will be completed with research staff. * BMI (body mass index) and body fat assessment. * A blood sample for pharmacokinetic analysis * This will be an extra visit All procedures and interviews will be conducted at Charing Cross Hospital. All patients will be enrolled in the study for 5 months. However, for patients receiving chemotherapy, if there has been a change in treatment schedule by the oncologist the time the patient will spend in the study will be increased in accordance with changes made to treatment schedule (i.e. if cycle 4 (docetaxel) is started 1 week late, then the time in the study will be 5 months and 1 week). For patients receiving neoadjuvant treatment (chemotherapy or endocrine treatment before surgery) we will look at imaging and pathology reports to establish how the tumour has responded to treatment. We aim to recruit 168 patients, 84 receiving endocrine therapy (either an oestrogen receptor antagonist or aromatase inhibitor) and 84 receiving cytotoxic chemotherapy (FEC or FECD). The study will be conducted in 5 phases: 1. Patient recruitment and collection of samples (months 112) 2. H NMR spectroscopic analysis and UPLMS analysis of samples (months 718) 3. Mathematical modelling of the data (months 120) 4. Structural identification of candidate biomarkers (months 1822) 5. Write up of results and guidelines (months 2024) The results will be analysed and published (in both presentations and a peer reviewed journal) at the end of the study. No patient identifiable information will be present in these publications. As all tests are carried out for research purposes and will be of no direct benefit to patients participating in this study, there are no plans to inform patients of their individual results. Patients will be informed of the overall results from the study that may result in a publication.