SLE genomic architecture and its implications.
Using murine kidney-specific genes as disease predictors and machine learning pipeline, we developed a peripheral blood-based algorithm that discriminates LN patients from normal individuals and non-LN SLE patients. The kidney-specific gene predictors will facilitate prevention and early intervention trials. We also reported four disease-activity-associated long non-coding RNAs (lncRNAs) that represent hub genes associated with LN. These could be explored as blood-based biomarkers and potential liquid biopsy on LN avoiding the invasive kidney biopsy.
DNA damage response (DDR) in SLE and its pathologic correlates
Increased DNA damage and defective DNA repair are key features of SLE linking genetic with environmental factors. We defined the DDR in the B cells of SLE and provided evidence that has a key role in autoreactivity. In non-classical monocytes (NCM), we found enhanced inflammatory features such as deregulated DNA repair, cell cycle, and heightened IFN signaling. Enhanced DNA damage, elevated p53 expression, G0 arrest and increased autophagy, stress the NCM differentiation potential. This immunogenic profile is associated with an activated macrophage phenotype with M1 characteristics in the circulation that fuels the inflammatory response.
SLE a disease that epitomizes sex dimorphism
Sex dimorphism of various diseases regarding susceptibility and severity of the disease and response to treatment is receiving increased attention. Of note, two genes stand out in between healthy female vs SLE female individuals including the Cohesin Complex as well as the MLL4 complex.
The emerging role of bone marrow in SLE
We have introduced for the first time the concept that immune abnormalities in SLE can be traced back to the progenitor cells in the BM and have produced data -by the use of novel methods and technologies such as single-cell RNA-seq and bone-marrow-on-a-chip supporting this. In SLE, we found evidence of deregulation of hematopoiesis with skewing towards the myeloid lineage at the expense of lymphopoiesis; we also found priming of HSPCs that exhibit a ‘trained immunity’ signature which contributes to inflammation and increases the risk of flare.