 ISM-B ECC-B day 4 recap. Yesterday was all about regulation, single cell and spatial omics for me. The morning started with a keynote by Hannah Makalit about bacterial RNA regulation. From that I continued to an invited talk at HITSEC about STRENSEC and using it to study genomic inversions. The structural variation was being linked to disease mechanisms. I then went to Kamda to hear a bit about the antimicrobial resistance prediction challenge before continuing to REXIS hearing an exciting invited talk about single cell multi-omics integration. This talk covered how to do benchmarking of joint dimensionality reduction methods and presented a new method, humus for reconstruction of regulatory mechanisms from multi-omics single cell data. Finally, I headed back to HITSEC where I listened to several talks, including one from Mikaela Kotoli from my own group. The talk covered a new method for visualization of spatial omics data through color embedding.