Category | Type | Parameter |
---|---|---|
Molecular genetic markers | dMMR, MSI, MSI-H | |
MAPK/ERK and PI3K/AKT/mTOR pathways [22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37] | EGF, EGFR, VEGF, RAS, KRAS, BRAF, PTEN, NF1 | |
Tumour suppressors and oncogenes [38,39,40,41,42,43,44,45,46] | TP53, XIAP, TCF4 | |
Transcriptome/Epigenome [47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71] | Transcriptomic and epigenetic signatures, miR-130a, miR-487a-3p, TIMP3 methylation | |
Immunological markers | Blood-based immunological markers [72,73,74,75,76,77,78,79,80,81,82,83,84,85,86] | P/L ratio, N/L ratio, cytokines, C-reactive protein |
Tissue-based immunological markers [87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119] | LNR, TILs, PD-1 and PD-L1 | |
Other biomarkers | Blood-based cancer markers [120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139] | CTCs, cfDNA, ctDNA, CEA |
Fusobacteria, Bacteroidales, Duodenibacillus massiliensis |