Publications by authors named "Aybuge Altay"

Article Synopsis
  • scATAC-seq is a technique that profiles cell accessibility but struggles to accurately annotate cell types due to the absence of known 'marker regions' compared to scRNA-seq.
  • Traditional methods for annotation rely on converting accessibility data to gene expression patterns, which is not always effective.
  • The new method, scATAcat, uses existing bulk ATAC-seq data as prototypes and aggregates similar cells into pseudobulk to improve annotation accuracy, with results supported by multiple datasets and available as a python package.
View Article and Find Full Text PDF

Bone morphogenetic protein (BMP) signaling and fluid shear stress (FSS) mediate complementary functions in vascular homeostasis and disease development. It remains to be shown whether altered chromatin accessibility downstream of BMP and FSS offers a crosstalk level to explain changes in SMAD-dependent transcription. Here, we employed ATAC-seq to analyze arterial endothelial cells stimulated with BMP9 and/or FSS.

View Article and Find Full Text PDF

Heterotopic ossification is a disorder caused by abnormal mineralization of soft tissues in which signaling pathways such as BMP, TGFβ and WNT are known key players in driving ectopic bone formation. Identifying novel genes and pathways related to the mineralization process are important steps for future gene therapy in bone disorders. In this study, we detect an inter-chromosomal insertional duplication in a female proband disrupting a topologically associating domain and causing an ultra-rare progressive form of heterotopic ossification.

View Article and Find Full Text PDF

Modeling biological mechanisms is a key for disease understanding and drug-target identification. However, formulating quantitative models in the field of Alzheimer's Disease is challenged by a lack of detailed knowledge of relevant biochemical processes. Additionally, fitting differential equation systems usually requires time resolved data and the possibility to perform intervention experiments, which is difficult in neurological disorders.

View Article and Find Full Text PDF