While new exciting applications arise from rapid development of new advanced materials, their lifecycle, from production, processing, to degradation or even combustion, may inevitably result in the release of particulate matter into the environment. [1-3] According to the Organisation for Economic Cooperation and Development (OECD) and the World Health Organization (WHO), inhalation of particulate matter, predominantly of anthropogenic origin, is associated with several million human deaths globally every year. [4-6] While larger particles, deposited in airways, can be efficiently cleared from the bronchial region by the mucociliary escalator, [7] nanomaterials, the term used here for both submicron-sized particles (at least two dimensions below 1 µm) and nanoparticles (at least one dimension below 100 nm), can reach the alveolar region. [7,8] Due to the persistency On a daily basis, people are exposed to a multitude of health-hazardous airborne particulate matter with notable deposition in the fragile alveolar region of the lungs. Hence, there is a great need for identification and prediction of material-associated diseases, currently hindered due to the lack of in-depth understanding of causal relationships, in particular between acute exposures and chronic symptoms. By applying advanced microscopies and omics to in vitro and in vivo systems, together with in silico molecular modeling, it is determined herein that the long-lasting response to a single exposure can originate from the interplay between the newly discovered nanomaterial quarantining and nanomaterial cycling between different lung cell types. This new insight finally allows prediction of the spectrum of lung inflammation associated with materials of interest using only in vitro measurements and in silico modeling, potentially relating outcomes to material properties for a large number of materials, and thus boosting safe-by-design-based material development. Because of its profound implications for animal-free predictive toxicology, this work paves the way to a more efficient and hazard-free introduction of numerous new advanced materials into our lives.