1. Introduction  
2. Data and sample selection  
3. Panchromatic SED modelling of the data  
4. ISM diagnostics of the general population of QGs from hCOSMOS  
5. Morphological impact on the evolution of dust abundance in QGs  
6. Interpretation of results with models  
7. Conclusions  