Table 1 Type 1 diabetes-associated protein level changes in the discovery cohort using LonGP. LonGP terms refers to changes associated to the time of seroconversion (“sero”), changes associated to the time of type 1 diabetes diagnosis (“t1d”) or protein level differences observed between the three study groups (“group” and “group × age”). To consider the effect as statistically significant, the explained variation of the effect was required to be > 1%. Selected candidates for the SRM analysis are indicated in the last column. aCD5L was selected for SRM analysis on the basis of its known association with IGHM and the similarity between the individual specific protein profiles of CD5L and IGHM.
Protein ID | Gene name | Protein name | Explained variation of "age" (%) | Disease-associated effect (LonGP term) | Explained variation of the disease-associated effect (%) | Selected for SRM analysis |
|---|---|---|---|---|---|---|
Q07954 | LRP1 | Prolow-density lipoprotein receptor-related protein 1 | – | "Sero" | 21.4 | – |
P01591 | IGJ | Immunoglobulin J chain | – | "Sero" | 16.1 | x |
P06727 | APOA4 | Apolipoprotein A-IV | – | "Sero" | 15.2 | x |
P20851 | C4BPB | C4b-binding protein beta chain | – | "Sero" | 6.0 | – |
P35443 | THBS4 | Thrombospondin-4 | – | "Sero" | 4.9 | – |
P02774 | GC | Vitamin D-binding protein | – | "Sero" | 4.4 | x |
P08519 | LPA | Apolipoprotein(a) | 8.7 | "Sero" | 4.3 | x |
P04075 | ALDOA | Fructose-bisphosphate aldolase A | – | "Sero" | 3.4 | – |
P43121 | MCAM | Cell surface glycoprotein MUC18 | – | "Sero" | 2.9 | – |
P02765 | AHSG | Alpha-2-HS-glycoprotein | – | "Sero" | 2.3 | – |
P49747 | COMP | Cartilage oligomeric matrix protein | – | "Sero" | 2.0 | – |
P18065 | IGFBP2 | Insulin-like growth factor-binding protein 2 | 47.7 | "Sero" | 1.7 | x |
P02787 | TF | Serotransferrin | – | "Sero" | 1.4 | x |
P00748 | F12 | Coagulation factor XII | – | "Sero" | 1.2 | x |
P54108 | CRISP3 | Cysteine-rich secretory protein 3 | – | "t1d" | 3.9 | x |
P02654 | APOC1 | Apolipoprotein C-I | – | "t1d" | 2.1 | x |
P02746 | C1QB | Complement C1q subcomponent subunit B | 1.0 | "t1d" | 2.1 | – |
P01871 | IGHM | Immunoglobulin heavy constant mu | 24.2 | "Group" and "Age × group" | 9.8 and 4.2 | x |
P01023 | A2M | Alpha-2-macroglobulin | – | "Group" | 7.8 | – |
O43866 | CD5La | CD5 antigen-like | 26.5 | – | – | x |