In detail, COL1A1, COL1A2, COL3A1, COL4A1, and COL4A2 positively correlated with the infiltration of B cells, CD8+T cells, CD4+T cells, macrophages, neutrophils, and dendritic cells in low-grade glioma. Here, COL3A1 is linked to central nervous system cancer.