Abstract: The present invention relates to an ex vivo method and means for determining the risk estimate of side effects of a drug and/or probability estimate of drug response in a subject, the method comprising collecting the mass spectra of substances present in the exhaled breath and analyzing the mass spectra using a previously trained mathematical model. The instant methods and means are particularly useful in therapeutic drug monitoring, determining the risk estimate of side effects of a drug, determining the probability estimate of drug response in the subject, and determination of subject compliance.

Abstract: It is provided a method of producing high-quality engineered cartilage graft in a human of animal, such as nasal cartilage graft, comprising expanding chondrocytes and/or chondroprogenitors, e.g. autologous human nasoseptal chondrocytes (hNC,) from a donor patient by selecting expanded chondrocytes and/or chondroprogenitors by detecting the expression of at least one surfaceome protein gene or secretome protein gene, wherein the at least one surfaceome protein gene is ADGRG1, NPR3, SLC16A4, TSPAN13, FZD4 and SLC22A23 and the at least one secretome protein gene is ADGRG1, B3GNT7, COLGALT2, IGFBP3, STC2, SAA1, ANGPLT1, COL8A2, INHBB, ADAMTS9, ORM1, COL14A1, DCN, COL21A1, ENOX1, IL7, MXRA5 GAL, TFRC, SERPINA9, LIF, GDF6 and COL5A3.