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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
1

Targeted anti-angiogenic therapy in metastatic renal cell carcinoma and methodological improvements in assessment of therapeutic response with imaging biomarkers

Vinayan, Anup January 2018 (has links)
Background: Drugs targeting angiogenic pathway remain the mainstay of treatment for metastatic renal cell carcinoma (mRCC). Tyrosine Kinase Inhibitors (TKI) as Sunitinib, Pazopanib as single agents and humanised monoclonal antibody bevacizumab (Bev) in combination with Interferon- α2a (IFN) have established as the first-line therapy for mRCC. Despite improvements in treatment, there are multiple questions which remain unanswered. In the combination of Bev and IFN, the respective role of each drug and whether any additional anti-angiogenic activity is gained by adding IFN to Bev remains unknown. As the clinical benefit obtained with these cytostatic agents does not always correlate with the conventional response assessment techniques as RECIST, it is necessary to reconsider the methods by which we assess benefit from these therapies. In this thesis, I report three studies aiming to answer these questions. Methods: With the clinical trial reported here, I explore whether Bev induced changes in vascular parameters measured by Dynamic Contrast Enhanced MRI (DCE-MRI) is significantly enhanced by the addition of IFN. In a phase II, randomised, open labelled, multicentre trial, treatment naïve mRCC patients were randomised to receive Bev on its own or in combination with a low dose (3MU) or standard dose (9MU) IFN. DCE-MRI was used to assess the changes in vascularity with the primary endpoint being, changes in transfer coefficient (Ktrans) after six weeks of treatment. I also report two retrospective imaging-based studies, using contrast-enhanced CT scans, performed to improve the methodology of response assessment for these antiangiogenic therapeutics. Here I explore the use of a) combining changes in size and arterial phase contrast enhancement measured using CT scan and b) changes in CT texture as methods of therapeutic response assessment in mRCC patients treated with TKI. Results: With the phase 2 clinical trial, we faced significant difficulty in recruitment as a result of restrictions in access to treatment in NHS, other competing studies and restrictions proposed by the DCE-MRI inclusion criteria. With slow recruitment, an unplanned analysis was performed after 21 patients were recruited. Analysis of primary endpoint showed no trend in the difference between arms with no correlation found between change in Ktrans and addition of IFN to bevacizumab. Effect size analysis performed due to the small numbers recruited failed to show any significance in the observed difference in Ktrans. Change in Ktrans and Kep may identify a group of patients likely to have PFS > 6 months, but this observation needs to evaluation in a larger sample size. Measuring size and change in arterial phase enhancement retrospectively using CT, a new criterion "modified" Choi, which prerequisite a combination of a decrease in arterial phase density by 15% and a decrease in size by 10% for response was proposed. Response assessment was measured with RECIST, Choi and modified Choi individually in 20 evaluable patients retrospectively and clinical benefit compared with Kaplan-Meier statistics and Log-Rank test. Response assessment as defined by the modified Choi criteria successfully identified patients who received clinical benefit from the treatment. Time to progression (TTP) was 448 days for the partial response and 89 days for stable disease as per the new criteria which were statistically significant with a p-value of 0.002. The second retrospective analysis explored the textural changes in enhanced CT scan. Performed in collaboration with researchers from Brighton University who developed the software algorithm used to assess changes in entropy and uniformity, 87 metastases from 39 patients with mRCC were analysed at baseline and after two cycles of TKI treatment. Textural parameters and response assessment criteria were correlated with TTP. After two cycles of TKI, the decrease in tumour entropy was 3%-45%, and increase in uniformity was 5%-21%. At a threshold change of -2% with uniformity, on a coarse scale of 2.5, the textural change was able to separate responders from non-responders. With Kaplan-Meier analysis comparing all four criteria, the percentage change in uniformity was statistically more significant than for RECIST, Choi, and Modified Choi criteria. Cox regression analysis showed that texture uniformity was an independent predictor of time to progression. Discussion: With the studies reported here, I was able to demonstrate the importance of improving the methodology in assessment of therapeutic response to targeted anti-angiogenic therapy in metastatic renal cell carcinoma. Even though the clinical trial, terminated early due to slow recruitment, did not reach its primary endpoint, changes in other vascular parameters as Kep combined with changes Ktrans showed tendency towards identifying a group of patients who derived clinical benefit of >6months with these therapies. This is particularly exciting as given the vascular stabilisation effect proposed for bevacizumab, the effusion parameter Kep may be a better tool in assessing response rather than Ktrans and warrants further assessment in a larger cohort. Modified choi criterion and textural analysis are two important methodological improvements in response assessment of cytostatic anti-angiogenic therapy. In the analyses reported here, both techniques have shown superiority over RECIST in response assessment and differentiating mRCC patients who is likely to gain clinical benefit by TKI therapy. Validation of these criteria on a larger patient cohort is important. As these criterions are assessed on standard enhanced CT scans, incorporating these criteria, especially modified choi criterion, as part of standard CT assessment could be performed and will provide a real world validation. Retrospective assessment using larger cohort of patients from previous phase 3 trials or inclusion of these parameters prospectively in phase 3 trials would also help us in evaluating these modalities further.
2

Economic Burden of Renal Cell Carcinoma (RCC) and Treatment Patterns, Overall Survival and Healthcare Costs among Older Metastatic RCC Patients

Kale, Hrishikesh P 01 January 2018 (has links)
Background Renal cell carcinoma (RCC) is the most common type of kidney cancer. Patients diagnosed with metastatic RCC (mRCC) have shorter overall survival compared to those diagnosed at earlier stages. Several targeted therapies, which cost from $7,000 - $16,000 per month have been approved since 2005 to treat mRCC. In addition, there is a growing interest in the use of cytoreductive nephrectomy (CN) with targeted therapies among mRCC patients. However, little is known regarding the economic burden of RCC and role of CN and prescribing patterns of targeted therapies among older mRCC patients. Objectives 1) To assess the economic burden of RCC among older adults in the targeted therapy era 2) To compare the overall survival (OS) and total healthcare cost (THC) among older mRCC patients receiving CN and targeted therapy versus patients receiving targeted therapy alone 3) To describe prescribing patterns of targeted therapies and associated OS and THC among older mRCC patients. Methods This dissertation was conducted using the Surveillance Epidemiology and End Results (SEER) - Medicare linked data. For the first objective, the study included a prevalent cohort of RCC patients from 2013, diagnosed during 2005 - 2013 and continuously enrolled in Medicare. RCC patients were matched to non-cancer beneficiaries using propensity score matching. Generalized linear models estimated the incremental healthcare costs. Incremental total healthcare cost (THC) was multiplied by the estimated number of RCC patients on Medicare to calculate the total economic burden of RCC. For the second objective, we included patients diagnosed with mRCC between 2007-2014 and compared overall survival (OS), and THC between patients who received CN + targeted therapy and targeted therapy alone. A propensity score based inverse probability of treatment weighting (IPTW) method was used to balance the two treatment groups. A Cox proportional hazard model assessed the risk for death and a GLM compared healthcare costs between the groups. For the third objective, patients with mRCC were defined as patients who were diagnosed at stage-IV or at earlier stages but were currently using targeted therapies. Further, we restricted our sample to patients who initiated targeted therapy. We described the frequencies of the most common first and second line targeted therapies. We also described OS and THC per month for clear-cell and non-clear cell mRCC for each therapy and line of therapy. Results The first study included 10,392 each of RCC and control patients. The average THC associated with RCC was $7,419. The average THC was $4,584 for patients diagnosed at stage-I, $4,727 for stage-II, $9,331 for stage-III, and $31,637 for stage-IV. The annual economic burden of RCC on Medicare was estimated to be $1.5 billion. The second study included 471 mRCC patients that received CN + targeted therapy or targeted therapy alone. The median OS from the adjusted survival curves was significantly higher (p Conclusions The economic burden of RCC varied substantially between early stage and metastatic patients. Among mRCC patients, use of CN among targeted therapy users was associated with a higher median OS and similar monthly THC over a lifetime. Sunitinib and everolimus were the most common first and second line targeted therapies among mRCC patients. The descriptive analysis suggested that OS and THC were similar across types of targeted therapy sequences.

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