Antibodies |
|
anti-CD4_clone-RPA-T4 |
Biolegend |
CAT#300501; LOT#B226034; RRID: AB_314069
|
anti-CD8_clone-Hit8a |
Biolegend |
CAT#300901; LOT#B164480; RRID: AB_314105
|
anti-CD197 (CCR7)_clone-G043H7 |
Biolegend |
CAT#353202; LOT#B199725; RRID: AB_10945157
|
anti-CD45RA_clone-HI100 |
Biolegend |
CAT#304102; LOT#B198595; RRID: AB_314406
|
anti-CD45RO_clone-UCHL1 |
Biolegend |
CAT#304202; LOT#B177325; RRID: AB_314418
|
anti-CD95_clone-DX2 |
Biolegend |
CAT#305602; LOT#B206684; RRID: AB_314540
|
anti-CD27_clone-O323 |
Biolegend |
CAT#302802; LOT#B186305; RRID: AB_314294
|
anti-CD28_clone-CD28.2 |
Biolegend |
CAT#302901; LOT#B207053; RRID: AB_314303
|
anti-CD57_clone-HCD57 |
Biolegend |
CAT#322302; LOT#B206682; RRID: AB_535988
|
anti-CD38_clone-HIT2 |
Biolegend |
CAT#303502; LOT#B213310; RRID: AB_314354
|
anti-HLA-DR_clone-L243 |
Biolegend |
CAT#307602; LOT#B217166; RRID: AB_314680
|
anti-CD49d (α4 integrin)_clone-9F10 |
Biolegend |
CAT#304301; LOT#B185063; RRID: AB_314427
|
anti-CD29 (β1 integrin)_clone-TS2/16 |
Biolegend |
CAT#303001; LOT#B200527; RRID: AB_314317
|
anti-CD194 (CCR4)_clone-1G1 |
BD |
CAT#551121; LOT#6355945; RRID: AB_2074502
|
anti-CD25_clone-BC96 |
Biolegend |
CAT#302602; LOT#B164472; RRID: AB_314272
|
anti-CD127_clone-A019D5 |
Biolegend |
CAT#351302; LOT#B207381; RRID: AB_10718513
|
anti-CD183 (CXCR3)_clone-G025H7 |
Biolegend |
CAT#353702; LOT#B218188; RRID: AB_10983073
|
anti-CD196 (CCR6)_clone-G034E3 |
Biolegend |
CAT#353401; LOT#B148881; RRID: AB_10918626
|
anti-CCR10_clone-6588-5 |
Biolegend |
CAT#341502; LOT#B199209; RRID: AB_1595419
|
anti-CXCR5_clone-J252D4 |
Biolegend |
CAT#356901; LOT#B163804; RRID: AB_2561810
|
anti-TCR Vα24-Jα18_clone-6B11 |
Biolegend |
CAT#342902; LOT#B204558; RRID: AB_2229301
|
anti-TCR γ/δ_clone-11F2 |
Nordic MUbio / Biozol |
CAT#NMB-MUB1809P; LOT#7104; RRID: n/a |
anti-TCR Vα7.2_clone-3C10 |
Biolegend |
CAT#351702; LOT#B209777; RRID: AB_10900258
|
anti-CD161_clone-DX12 |
BD |
CAT#556079; LOT#B7075709; RRID: AB_396346
|
anti-NKG2D_clone-1D11 |
Biolegend |
CAT#320802; LOT#B228271; RRID: AB_492956
|
anti-CD159a (NKG2A)_clone-#131411 |
R&D |
CAT#MAB1059-100; LOT#FVY0318061; RRID: AB_2280982
|
anti-CD19_clone-HIB19 |
Biolegend |
CAT#302202; LOT#B250155; RRID: AB_314232
|
anti-IgD_clone-IA6-2 |
Biolegend |
CAT#348202; LOT#B24390; RRID: AB_10550095
|
anti-CD24_clone-ML5 |
Biolegend |
CAT#311102; LOT#B240399; RRID: AB_314851
|
anti-CD138_clone-DL-101 |
Biolegend |
CAT#352302; LOT#B258491; RRID: AB_10915555
|
anti-CD14_clone-M5E2 |
Biolegend |
CAT#301802; LOT#B257124; RRID: AB_314184
|
anti-CD16_clone-B73.1 |
Biolegend |
CAT#360702; LOT#B243320; RRID: AB_2562693
|
anti-CD123/IL-3R_clone-6H6 |
Biolegend |
CAT#306002; LOT#B254974; RRID: AB_314576
|
anti-CD11c_clone-3.9 |
Biolegend |
CAT#301602; LOT#B252725; RRID: AB_314172
|
anti-CD56_clone-HCD56 |
Biolegend |
CAT#318302; LOT#B254021; RRID: AB_604092
|
anti-CD279 (PD-1)_clone-EH12.2H7 |
Biolegend |
CAT#329902; LOT#B250570; RRID: AB_940488
|
anti-CD152 (CTLA-4)_clone-BNI3 |
Biolegend |
CAT#369602; LOT#B224872; RRID: AB_2566610
|
anti-CD3_clone-37895 |
Biolegend |
CAT#317301; LOT#B201401; RRID: AB_571926
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_01 |
Biolegend |
CAT#394601; LOT# B272595; RRID: AB_2750015
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_02 |
Biolegend |
CAT#394603; LOT# B272602; RRID: AB_2750016
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_03 |
Biolegend |
CAT#394605; LOT# B272598; RRID: AB_2750017
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_04 |
Biolegend |
CAT#394607; LOT# B270523; RRID: AB_2750018
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_05 |
Biolegend |
CAT#394609; LOT# B270803; RRID: AB_2750019
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_06 |
Biolegend |
CAT#394611; LOT# B272604; RRID: AB_2750020
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_07 |
Biolegend |
CAT#394613; LOT# B272606; RRID: AB_2750021
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_08 |
Biolegend |
CAT#394615; LOT# B272605; RRID: AB_2750022
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_09 |
Biolegend |
CAT#394617; LOT# B270545; RRID: AB_2750023
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_10 |
Biolegend |
CAT#394619; LOT# B264719; RRID: AB_2750024
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_12 |
Biolegend |
CAT#394623; LOT# B264718; RRID: AB_2750025
|
anti-CD298/β2-microglobulin-clone_LNH-94/2M2-hashtag_13 |
Biolegend |
CAT#394625; LOT# B264717; RRID: AB_2750026
|
|
Biological samples |
|
Peripheral blood mononuclear cells of MS patients and healthy individuals |
Biobank of the Institute of Neuroimmunology and Multiple Sclerosis (INIMS) |
https://www.inims.de/#biobanking |
Brain tissue of MS patients and control brain tissue |
UK Multiple Sclerosis Society Tissue Bank |
http://www.imperial.ac.uk/medicine/multiple-sclerosis-and-parkinsons-tissue-bank/ |
|
Critical commercial assays |
|
Chromium Single Cell Gene Expression 3′ v2 |
10X genomics |
No longer commercially available |
Chromium Single Cell Gene Expression 3′ v3 |
10X genomics |
CAT#1000074, 1000092, 1000213 |
Library Preparation (LP) glass slides |
Spatial Transcriptomics, Stockholm |
The company is now part of 10X genomics. The original assay is no longer available (compare 10X Visium product) |
|
Deposited data |
|
ScRNA-seq data of PBMCs from MS patients and healthy individuals |
This paper |
GEO: GSE144744
|
Bulk RNA-sequencing data of sorted PBMC populations |
Ref18
|
GEO: GSE107011
|
Bulk RNA-sequencing data of natalizumab-treated T cells |
Ref7
|
GEO: GSE37783
|
Sc-RNA-seq data of brain tissue from MS patients and control tissue |
Ref17
|
SRA: PRJNA544731 |
|
Oligonucleotides |
|
See Table S4
|
|
N/A |
|
Software and algorithms |
|
bcl2fastq_v2.20.0.422 |
Illumina |
https://support.illumina.com/sequencing/sequencing_software/bcl2fastq-conversion-software.html |
zUMIs_v2.5.6b |
40 |
https://github.com/sdparekh/zUMIs |
samtools_v1.9 |
41 |
https://github.com/samtools/samtools |
STAR_v2.6.0c |
42 |
https://github.com/alexdobin/STAR |
CITE-seq-Count_v1.4.2 |
https://doi.org/10.5281/zenodo.2590196 |
https://github.com/Hoohm/CITE-seq-Count |
R_v3.6.1 |
The R Project for Statistical Computing |
https://www.r-project.org/ |
Seurat_v3.1.1 |
43 |
https://satijalab.org/iocon/ |
DoubletFinder_v2.0.2 |
44 |
https://github.com/chris-mcginnis-ucsf/DoubletFinder |
sctransform_v0.2.0 |
45 |
https://github.com/ChristophH/sctransform |
SAVER-X_v1.0.0 |
46 |
https://github.com/jingshuw/SAVERX |
Flowjo_v10.5.3 |
BD |
https://www.flowjo.com/ |
DESeq2_v1.22.1 |
47 |
http://bioconductor.org/packages/release/bioc/html/DESeq2.html |
Tidyverse_v1.2.1.9000 |
48 |
https://tidyverse.org |
nf-core/rnaseq_v1.4.2 |
49 |
https://github.com/nf-core/rnaseq |
AUCell_v1.4.1 |
50 |
https://bioconductor.org/packages/release/bioc/html/AUCell.html |
clusterProfiler_v3.10.1 |
51 |
https://bioconductor.org/packages/release/bioc/html/clusterProfiler.html |
Cytoscape_v3.6.1 |
52 |
https://cytoscape.org/ |
ST pipeline_v1.5.1 |
Spatial Transcriptomics |
https://github.com/SpatialTranscriptomicsResearch/st_pipeline |