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Aging is characterized by a decline in tissue function, but the underlying changes at cellular resolution across the organism remain unclear. Here, we present the Aging Fly Cell Atlas, a single-nucleus transcriptomic map of the whole agingDrosophila. We characterize 163 distinct cell types and perform an in-depth analysis of changes in tissue cell composition, gene expression, and cell identities. We further develop aging clock models to predict the fly age and show that ribosomal gene expression is a conserved predictive factor for age. Combining all aging features, we find unique cell type-specific aging patterns. This atlas provides a valuable resource for studying fundamental principles of aging in complex organisms.

Microhomology-mediated break-induced replication (MMBIR) is a mechanism of polymerase template switching at microhomology, which can produce complex genomic rearrangements (CGRs), underlies neurological and metabolic diseases, and contributes to cancer development. Yet, the extent of MMBIR activity in genomes is poorly understood due to difficulty in directly identifying MMBIR events by whole genome sequencing (WGS). Here, by using our newly developed MMBSearch software, we directly detect MMBIR events in human genomes and report substantial differences in frequency and complexity of MMBIR events between normal and cancer cells. MMBIR events appear only as germline variants in normal human fibroblast cells but readily accumulate de novo across several cancer types. Detailed analysis of MMBIR mutations in lung adenocarcinomas revealed MMBIR-initiated chromosome fusions that disrupted potential tumor suppressor genes and induced CGRs. Our findings document MMBIR as a trigger for widespread genomic instability and highlight MMBIR as a potential driver of tumor evolution.