Search bioRxiv⌕ Search

Biology subjects

Abazari, G.

Publications and source records attributed to Abazari, G..

2 recordsLinked to original sources

Interactive design and validation of antibody panels using single-cell RNA-seq atlases

Single-cell RNA-sequencing holds promise for identifying novel markers of cellular variation for antibody-based technologies. However, antibody panel design is often difficult due to multiple experimental and biological constraints. We introduce Cytomarker, an interactive platform enabling human-in-the-loop design of antibody panels from single-cell transcriptomic data. We use Cytomarker to spatially profile human mammary tissue subpopulations and develop a novel antibody screening approach to validate granular subpopulation predictions across >3.5M cells.

bioinformatics↗

FABP7 Progenitors are a Targetable Metabolic Root in the BRCA1 Breast

It has been nearly 3 decades since the discovery of the BRCA1/2 genes and their link to breast cancer risk, with prophylactic mastectomy remaining the primary management option for these high-risk mutation carriers. The current paucity of interception strategies is due to undefined, targetable cancer precursor populations in the high-risk breast. Despite known cellular alterations in the BRCA1 breast, epithelial populations at the root of unwarranted cell state transitions remain unresolved. Here, we identify a root progenitor population that is dysregulated in BRCA1 carriers stemming from the metabolic role of BRCA1. This fatty-acid binding protein 7 (FABP7) expressing luminal progenitor population is spatially confined to the mammary ducts, has enhanced clonogenic capacity, and is the predicted origin of mixed basal-luminal differentiation in the BRCA1 but not BRCA2 breast. We show global H3K27 acetylation is reduced within ductal FABP7 cells in BRCA1 carriers in situ, linking to a non-canonical metabolic role of BRCA1 in regulating acetyl-CoA pools and de novo fatty acid synthesis. We demonstrate FABP7 progenitor capacity is preferentially ablated in BRCA1 carriers through inhibition of fatty acid metabolism using an FDA-approved fatty acid synthase (FASN) inhibitor. This study lays the foundation for metabolic control of breast progenitor dynamics to mitigate breast cancer risk in the BRCA1 breast.

cell biology↗