Rahman, Md Marufur
ORCID: https://orcid.org/0000-0002-2996-8109
(2025)
Ex-vivo efficacy assessment of immunotherapy and targeted inhibitors for personalised treatment of metastatic melanoma.
PhD thesis, University of Sheffield.
Abstract
Introduction: Functional ex-vivo drug screening on patient-derived tissue offers a direct readout of personalised drug efficacy, complementing molecular profiling which identifies a fraction of likely responders to targeted inhibitors or immune checkpoint blockers (ICBs). Metastatic melanoma and renal cell carcinoma (RCC) are complementary exemplars: both are immunologically active solid tumours treated with overlapping ICBs and class-specific targeted inhibitors, yet response remains highly variable. This project evaluated ex-vivo 2D and 3D culture models for personalised drug efficacy of both drug types.
Methods: Immunofluorescence microscopy (IFM) based drug efficacy assessment protocols were optimised using cell lines. Metastatic melanoma lymph nodes (n=12) and primary RCC tumours (n=20), with matched blood samples, were collected. Tumour-dissociated cells were cultured, fixed, and stained in 384-well drug plates to assess viability of malignant and immune cells. Personalised drug efficacy was determined by IC50 and AUC values. Patient-derived cells (2D) or spheroids (3D) were co-cultured with matched PBMCs for ICB assessment. Immune-malignant cell attachment was analysed as a measure of ICB-induced interactions.
Results: QC-approved endpoint data achieved in ≥50% of patients for both cohorts. Distinct patient and drug clusters were identified, and personalised drug response profiles were generated. The highest sensitivity was observed for trametinib (MEK inhibitor, 75%) in melanoma, and for SHF_1556_AA008 (pan-Calcitonin Receptor Like Receptor inhibitor, 100%) in the RCC patients. Immune-malignant cell attachment was quantifiable in both 2D and 3D co-cultures, with measurable ICB-induced differences in attachment versus control detected in both formats.
Conclusion: The project showed experimental feasibility of IFM-based ex-vivo platform for assessing both targeted inhibitor and ICB efficacy on patient-derived melanoma and RCC tissue. Quantifiable immune-tumour interactions extend the platform beyond targeted agents to functional ICB testing, a key challenge for current precision oncology platforms. These findings justify a larger prospectively designed study linking ex-vivo drug response to clinical outcomes.
Metadata
| Supervisors: | Danson, Sarah and Muthana, Munitta and Wells, Greg |
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| Related URLs: | |
| Keywords: | exvivo, melanoma, rcc, personalised, screening, coculture, spheroid |
| Awarding institution: | University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Health (Sheffield) > Medicine (Sheffield) |
| Date Deposited: | 22 Jun 2026 08:26 |
| Last Modified: | 22 Jun 2026 08:26 |
| Open Archives Initiative ID (OAI ID): | oai:etheses.whiterose.ac.uk:38869 |
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