Liquid Biopsy
Analysis of tumour-derived DNA, cells, vesicles or other biomarkers in blood and body fluids to characterise cancer non-invasively.
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Protein Language Models
Machine-learning models that learn statistical representations of amino-acid sequences for prediction and molecular design.
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Spatial Transcriptomics
Methods that measure gene expression while preserving the locations and neighbourhoods of cells within tissue.
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Viral Evolution
The change of viral populations through mutation, selection, recombination, migration and genetic drift across hosts and time.
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Cancer Immunotherapy
Treatments that redirect, strengthen or release immune responses to recognise and control malignant cells.
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Synthetic Biology
The design and construction of biological systems using engineering principles, quantitative models and molecular tools.
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Graph Neural Networks
Machine-learning architectures that learn representations from entities connected by relational structure.
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Epigenetic Regulation
Heritable or persistent control of gene activity mediated by chromatin state without changing DNA sequence.
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Protein Folding
The process by which an amino-acid chain acquires the three-dimensional structure needed for biological function.
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Antibiotic Resistance
The inherited ability of microorganisms to survive or grow at drug concentrations that would normally inhibit them.
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