We found SARS-CoV-2 mRNA and antibodies specific for this virus in the CSF of 0/17 and 8/16 COVID-19 patients, respectively. The presence of SARS-CoV-2 antibodies was explained by a rupture of the blood brain barrier (passive transfer) in 6/16 (37,5%), but an intrathecal synthesis of SARS-CoV2-specific antibodies was present in 2/17.As compared to SARS-CoV-2-negative NIND patients, the CSF of IND patients exhibited the highest level of chemokines (CCL4, CCL5, CXCL8, CXCL10, CXCL12, and CXCL13), followed the CSF of MS patients (CXCL12, and CXCL13). There was no difference between COVID-19 patients with neurological diseases compared to NIND even if some chemokines (CCL4, CCL5, CXCL8, andCXCL10) tended to be higher than NIND. Interestingly, among COVD-19 patients, the CSF of those with a severe disease (encephalitis/encephalopathy) contained higher levels CXCL8 and CXCL10 than those with other neurological presentations.