Giovanni Marchi

This study maps the spatio-temporal DNA methylation patterns in ovarian cancer using longitudinal data from the DECIDER trial, showing early establishment of regulatory methylomes and their stability through treatment.

The paper identifies reduced IFN-I pathway activity as a driver of chemo-refractory ovarian cancer using multi-omics analysis in a clinical trial cohort.

The paper identifies nine transcriptional programs driving metastasis in ovarian cancer using multi-modal data from 350 tumor samples, highlighting intra-patient heterogeneity and therapeutic implications.

This study identifies molecular drivers of ctDNA variability in ovarian cancer by analyzing genomic and transcriptomic data from 118 patients, linking ctDNA levels to proliferation and immune activity.

GenomeSpy is a grammar-based visualization toolkit for genomic data analysis that enables interactive exploration of large datasets, demonstrated on ovarian cancer samples.