Projects
From atomic structure to therapeutic and diagnostic applications: the group's active projects.
An Italian-Swiss AI platform for antibody and bioconjugate design

SWIT-DREAMS (SWiss–ITalian Drug REsearch using AI for Molecules and Structures) builds a cross-border platform for the rational, AI-driven development of antibodies, nanobodies and antibody-drug conjugates (ADCs), bringing together antibody screening, structural biology, medicinal chemistry and artificial intelligence.
The group leads the project as Lead Partner and provides the structural biology backbone: recombinant production and purification of antibodies and nanobodies, and their biophysical and structural characterization by X-ray crystallography and cryo-EM — data that directly feeds the AI-driven optimization pipeline.
Partners: Choose Life Biotech SA (Bellinzona, CH — antibody screening), University of Milan (Prof. Contini — AI-driven antibody/nanobody design), IBIS (Novara — dissemination). Associated organisation: IXTAL srl.
Lipid metabolism and prostate cancer: a European doctoral network
PROSTAMET is a European Doctoral Network funded under the Marie Skłodowska-Curie Actions of Horizon Europe, training the next generation of researchers to tackle complex diseases through the lens of lipid metabolism — with prostate cancer as the key paradigm. The consortium spans 8 host institutions and 8 associated partners, training 9 doctoral candidates across a translational pipeline from molecular discovery to drug development.

The group is a consortium partner and leads a work package, investigating the structural and functional properties of key enzymes involved in prostate cancer.
AI-designed nanobodies against KRAS
In collaboration with Prof. Alessandro Contini (University of Milan), the group is developing nanobodies (single-domain antibodies) against KRAS, one of oncology's most sought-after "undruggable" targets.
PDIA3 as a pan-antiviral and anticancer drug target
Human Protein Disulfide Isomerase A3 (PDIA3) is a multifunctional chaperone involved in glycoprotein folding and redox activity, exploited by viruses for cell entry, uncoating and glycoprotein folding, and implicated in cancer stress responses, immune escape and drug resistance.
PIN1 inhibitors as a drug design strategy against aggressive tumors
PIN1 (peptidyl-prolyl cis-trans isomerase NIMA-interacting 1) regulates the activity of numerous phosphorylated signalling proteins and is frequently overexpressed in aggressive cancers. As part of the PRIN-UNO project, the group is pursuing structure-based design of PIN1 inhibitors as a novel anticancer strategy targeting this validated oncology target.
IXTAL srl
The spin-off IXTAL grew out of the group's work and extends its expertise beyond academia, with active industrial contracts and collaborations.
















