Nina Kerstin Wenke

NetMap jointly infers cell-level gene regulatory networks and clusters cells based on shared regulatory programs, outperforming existing methods on synthetic data and reliably detecting regulons on real data.

The paper introduces NeEDL, a network medicine-based method for detecting higher-order epistatic interactions in complex diseases, showing improved statistical significance and applicability across eight diseases.

sPLINK enables federated GWAS on distributed datasets without data sharing, preserving privacy and accuracy while being robust to heterogeneity.