Page 139 - SAMRC AnnualReport 2025-26
P. 139

P E R FOR M A NC E  I N FOR M A T I ON




            Postgraduate  training remains central to the      specific  therapeutic  vulnerabilities  in  key  cancer
            Platform’s capacity-building mandate, with a strong   drivers such as TP53 and KRAS. This supports
            emphasis on supporting historically disadvantaged   precision oncology and enhances the identification
            individuals.  MSc  and  PhD  students  are  actively   of clinically relevant treatment targets.
            engaged  in  research  areas  such  as  AI-driven
            genomics, infectious disease surveillance, and rare   Ongoing work also focuses on evaluating model
            disease research.                                  performance using  African genomic datasets  to
                                                               reduce bias and improve the generalisability of AI
            AI in Medical and Health Research                  tools across diverse populations.

            The Genomics Platform is actively integrating artificial   In rare disease research, DDD-Africa is leveraging
            intelligence (AI) to advance health research, disease   AI tools such as Face2Gene through the DSI-Africa
            surveillance, and data-driven decision-making.     grant to improve diagnostic outcomes in settings
                                                               with limited access to clinical genetic expertise.
            In  collaboration  with  the  Biomedical  Research
            and  Innovation  Platform  and  the  Environmental   Complementary initiatives are combining long-
            Health Research Unit, the Platform contributes to   read Oxford Nanopore sequencing with AI-based
            the WSARP Programme, which monitors SARS-          analytical  approaches to  investigate  unsolved
            CoV-2 circulation through wastewater surveillance.   developmental disorder trios, with a focus on
            Building  on  this  foundation,  AI-driven  predictive   structural variation, complex genomic regions,
            models have been developed that integrate          and episignatures.
            wastewater data with clinical case information to   In  addition,  large  language  models  are  being
            analyse trends and forecast infection dynamics,    applied  to  optimise  bioinformatics  workflows,
            thereby strengthening early-warning systems and    while  tools  such  as  Franklin  (Genoox)  support
            supporting proactive public health responses.
                                                               variant interpretation. The DeepFASTQ framework
            In genomics, machine learning is applied to improve   further enhances sequencing data quality by
            the interpretation of cancer-associated variants.   applying genomic language models to FASTQ files,
            By  integrating  mutation  profiles,  gene  expression   improving error detection, reducing turnaround
            data, CRISPR gene-dependency screens, and drug     times, and strengthening the reliability of genomic
            response datasets, the Platform identifies mutation-  analysis in South Africa.

































                The SAMRC is driving genomic sovereignty in Africa through its Genomics Platform and partnerships with
                projects like the AfricaBP.





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