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Table 1 Overview of scRNA-seq CSF studies

From: High-dimensional investigation of the cerebrospinal fluid to explore and monitor CNS immune responses

Category

Disease

Samples

Main findings

Reference

Inflammation

MS

AIE

MS-affected twins: 4 CSF, 4 PBMC

“healthy” MS-twins: 8 CSF, 8 PBMC

AIE: 2 CSF, 2 PBMC

Controls: 2 CSF, 2 PBMC

Clonally expanded CD8+ T cells in the CSF of MS and SCNI, plasmablasts in the CSF of MS, SCNI, and AIE

[43]

MS

MS: 6 CSF, 6 PBMC

Controls: 6 CSF, 6 PBMC

B/plasma cells, NK, CD8+/CD4+ T cells, TFH in the CSF of MS, cytotoxic CD4+ TEMRA cells in the CSF of MS

[11]

MS

OND

MS: 12 CSF, 12 PBMC

OND: 1 CSF, 1 PBMC

Control: 3 CSF, 3 PBMC

Clonally expanded B cells associated with inflammation and blood-brain in the CSF of MS

[14]

MS

MS: 5 CSF, 5 PBMC

Controls: 6 CSF, 6 PBMC

Activated and cytotoxic phenotype of clonally expanded T cells in the CSF of MS

[18]

IgG4-RD

IgG4-RD: 1 CSF

CD8+ and CD4+ T cells, B cells in the CSF of IgG4-RD

[97]

MS

ONID

MS: 19 CSF

ONID: 15 CSF

Controls: 2 CSF

Plasma cells and T cells in the CSF of MS

increase of myeloid cells and Reduction of B and T cells in anti-CD20 treated MS

[15]

Degeneration

AD

MCI

PD

AD: 7 CSF

MCI: 5 CSF

PD: 8 CSF

Controls: 14 CSF

Clonally expanded CD8+ TEMRA cells in the CSF of AD

[50]

AD

MCI

PD

AD: 4 CSF

MCI: 7 CSF

PD: 7 CSF

Controls: 8 CSF

TCRs similarity in the CSF of AD and MCI

[93]

LBD

LBD: 11 CSF

Controls: 11 CSF

CXCR-expressing CD4+ T cells in the CSF of LBD

[52]

Cancer

BRCA

NSCLC

BRCA: 3 CSF

NSCL: 5 CSF

Iron-binding protein and its receptor expressed by cancer cells in the CSF

[54]

LUAD

LUAD: 5 CSF

Controls: 3 CSF

Increased transcripts of cell adhesion and metabolic pathways in circulating tumor cells in the CSF

[55]

BRCA

LUAD

ESCA

SCLC

SKCM

BRCA: 1 CSF, 3 tumors

LUAD: 4 CSF, 3 tumors

ESCA: 2 CSF, 1 tumor

SCLC: 1 tumor

SKCM: 1 CSF, 1 tumor

Identical TCR clones in the CSF and the brain in patients with brain metastasis

[57]

PCNSL

PCNSL: 8 CSF

Intratumor heterogeneity in the CSF of PCNSL

[59]

Melanoma

Melanoma: 18 CSF, 22 tumor

Control: 2 CSF

Increased dysfunctional T cells in the CSF from patients with leptomeningeal than with brain/skin metastases

[60]

Infection

HIV

HIV: 3 CSF, 2 PBMC

Control: 2 CSF

Microglia-like cells in the CSF of HIV

[13]

COVID-19

VE

MS

Neuro-COVID: 8 CSF

VE: 5 CSF

MS: 4 CSF

Controls: 5 CSF

Exhausted CD4+ T cells and differentiated monocytes in the CSF of Neuro-COVID, less pronounced interferon response in the CSF of Neuro-COVID compared to VE

[61]

COVID-19

COVID-19: 5 CSF, 6 PBMC

Control: 6 CSF

T cell activation, clonal T cell expansion, B cell enrichment, and anti-neuronal autoantibodies in the CSF of COVID-19

[62]

  1. Please note that in some cases the number of patients is ambiguous because samples were excluded for certain analyses or immune repertoire data was only available for a subset of patients. Reanalyzed samples, which were previously published, were not taken into account
  2. Abbreviations: AD Alzheimer’s disease, AIE autoimmune encephalitis, BRCA breast cancer, CSF cerebrospinal fluid, ESCA esophagus carcinoma, IgG4-RD IgG4-related disease, LBD Lewy body dementia, LUAD lung adenocarcinoma, MS multiple sclerosis, MCI mild cognitive impairment, NSCLC non-small cell lung cancer, NMOSD neuromyelitis optica spectrum disease, OND other neurological diseases, ONID other neuroinflammatory disorders, PD Parkinson’s disease, SCLC small cell lung cancer, SCNI subclinical neuroinflammation, scRNA-seq single-cell RNA sequencing, scTCR/BCR-seq single-cell T/B cell receptor sequencing, SKCM skin cutaneous melanoma, TEMRA, VE viral encephalitis