A large fraction of these genes such as Hmgb2, TNF and IL-11 were pro-inflammatory factors Cluster two genes such as Ctss and PTPN18are either peptidases or proteases that were expressed at 3 days and peaked 7 days after stroke onset (Fig. 1E, Supplementary Table 4). Here, TNF is linked to stroke disorder.