
Donnacha Fitzgerald
Computational biologist applying AI to cell design and single‑cell oncology
Network
3.3K connectionsSummary
Work
Education
Projects
Writing
PhD thesis: Tumor Evolution through Differentiation in B-cell Lymphomas
March 1, 2024Doctoral dissertation summarizing the experimental and computational research showing differentiation-driven intratumor heterogeneity in B-cell lymphomas; methods, analyses, and implications for diagnosis and therapy.
A single-cell multi-omic and spatial atlas of B-cell lymphomas reveals differentiation drives intratumor heterogeneity
November 1, 2023Preprint and dataset describing a cross-entity single-cell and spatial atlas of nodal B-cell lymphomas, showing that intratumor heterogeneity is driven by differentiation states; includes CITE-Seq, CODEX spatial imaging, and survival deconvolution analyses.
Peer‑reviewed and collaborative publications (selected)
Contributions to multiple collaborative papers arising from EMBL projects linking single-cell and spatial profiling to cancer biology (see ORCID / Google Scholar for full list).
Multimodal and spatially resolved profiling identifies distinct patterns of T cell infiltration in nodal B cell lymphoma entities
March 1, 2024Multimodal and spatial atlas study profiling T cell infiltration across nodal B-cell lymphoma entities, revealing quantitative and spatial aberrations in the tumor microenvironment.
Polatuzumab vedotin as a salvage and bridging treatment in relapsed or refractory large B-cell lymphomas
July 1, 2021Clinical study evaluating polatuzumab vedotin as salvage and bridging therapy for relapsed/refractory large B-cell lymphoma, reporting efficacy and safety outcomes.
Aggressive Lymphoma after CD19 CAR T-Cell Therapy
October 1, 2024Clinical analysis of aggressive lymphoma occurrences following CD19 CAR T-cell therapy, examining patient outcomes and implications for treatment strategies.
Functional phenotyping of genomic variants using joint multiomic single-cell DNARNA sequencing
September 1, 2025Methodological paper describing joint single-cell DNA–RNA sequencing to link genomic variants to functional phenotypes, enabling functional interpretation of variants at single-cell resolution.
Ex vivo drug response profiling for response and outcome prediction in hematologic malignancies: the prospective non-interventional SMARTrial
October 1, 2023Prospective study demonstrating ex vivo drug response profiling as a tool to predict chemotherapy response and outcomes in hematologic malignancies.
Hobbies
Expanding my horizons through reading, traveling, food and music.
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