Sexual dimorphism refers to differences between biological sexes that extend beyond sexual characteristics. In humans, sexual dimorphism in the immune response has been …
Patients with systemic lupus erythematosus (SLE) display a complex blood transcriptome whose cellular origin is poorly resolved. Using single-cell RNA sequencing, we profiled …
M Postal, JF Vivaldo, R Fernandez-Ruiz… - Current opinion in …, 2020 - Elsevier
Highlights•Type I IFN is implicated in SLE pathogenesis by multiple lines of evidence, including genetics and induction of SLE by IFN treatment.•Nucleic-acid sensing pathways …
EK Robinson, S Covarrubias, S Carpenter - Biochimica et Biophysica Acta …, 2020 - Elsevier
Next-generation sequencing has provided a more complete picture of the composition of the human transcriptome indicating that much of the “blueprint” is a vastness of poorly …
Y Yang, H Sun, Y Zhang, T Zhang, J Gong, Y Wei… - Cell reports, 2021 - cell.com
Transcriptomic analysis plays a key role in biomedical research. Linear dimensionality reduction methods, especially principal-component analysis (PCA), are widely used in …
Systemic lupus erythematosus (SLE) is a chronic, systemic autoimmune disease that causes damage to multiple organ systems. Despite decades of research and available murine …
Abstract Machine learning (ML) is a computerized analytical technique that is being increasingly employed in biomedicine. ML often provides an advantage over explicitly …
KJ Baines, RC West - Biology of reproduction, 2023 - academic.oup.com
The differences between males and females begin shortly after birth, continue throughout prenatal development, and eventually extend into childhood and adult life. Male embryos …
Background Feature selection is a critical step for translating advances afforded by systems- scale molecular profiling into actionable clinical insights. While data-driven methods are …