Antibodies |
|
DAPI |
BioLegend |
Cat # 422801 |
PI |
BioLegend |
Cat # 421301 |
anti-human CD45 FITC |
BioLegend |
Cat # 304054; RRID:AB_2564154 |
anti-human CD4 BV605 |
BioLegend |
Cat # 344710; RRID:AB_2044010 |
anti-human CD19 Pacific blue |
BioLegend |
Cat # 302224; RRID:AB_493653 |
anti-human CD11b APC |
BioLegend |
Cat # 301310; RRID:AB_314162 |
anti-human CD8 PE-CY7 |
BioLegend |
Cat # 344712; RRID:AB_2044008 |
anti-mouse CD45.2 APC |
eBioscience |
Cat # 17-0454-82; RRID: AB_469400 |
anti-mouse CD20 PE |
Biolegend |
Cat # 150410; RRID:AB_2566779 |
anti-human CD19 |
ZSGB-Bio |
Cat # ZM-0038 |
Anti-human CD20 |
abcam |
Cat #ab9475; RRID: AB_307267 |
anti-human CD4 |
ZSGB-Bio |
Cat # ZA-0418; RRID: AB_2890106 |
anti-human CD8 |
ZSGB-Bio |
Cat # ZA-0508; RRID:AB_2890107 |
anti-human CXCL13 |
Novus |
Cat # NBP2-16041; RRID: AB_2892564 |
Anti-human KI67 |
Gene Tech |
Cat # GT209402
|
Anti-human CD138 |
Gene Tech |
Cat # GT245102
|
Anti-human COL1 |
Proteintech |
Cat # 67288-1; RRID: AB_2882554 |
Anti-human CD21 |
abcam |
Cat # ab75985; RRID: AB_1523292 |
Anti-human PNAD |
abcam |
Cat # ab111710; RRID: AB_10861722 |
Anti-mouse IL-21R |
bioxcell |
Cat # BE0258; RRID: AB_2687737 |
Anti-mouse CD3 |
abcam |
Cat # ab16669; RRID: 443425 |
Anti-mouse CD19 |
abcam |
Cat # ab245235; RRID: 2895109 |
Anti-mouse CD20 |
bioxcell |
Cat # BE0356; RRID: 2894775 |
|
Chemicals, peptides, and recombinant proteins |
|
RiboLock RNase inhibitor |
invitrogen |
Cat # EO0384 |
SuperScript™ III Reverse Transcriptase |
Invitrogen |
Cat # 18080-085 |
Exonuclease I |
NEB |
Cat #M0293 |
Exonuclease I 10x Buffer |
NEB |
Cat #B0293S |
NEBNext® mRNA Second Strand Synthesis Module |
NEB |
Cat #E6111L |
HiScribe™ T7 High Yield RNA Synthesis Kit |
NEB |
Cat #E2040S |
RNA Fragmentation Reagents |
Ambion |
Cat # AM8740 |
AffinityScript Multi-Temp RT |
Agilent |
Cat # 600107 |
Kapa HiFi HotStart PCR ReadyMix |
Kapa Biosystems |
Cat # KK2602 |
ATP solution |
thermo |
Cat #R0441 |
T4 RNA Ligase 1 (ssRNA Ligase) |
NEB |
Cat #M0204L |
dNTPs |
Solarbio |
Cat # PC2300 |
VAHTS ® DNA Clean Beads |
Vazyme |
Cat #N411-02 |
Fast SYBR Green master mix |
accurate biology (AG) |
Cat # AG11719 |
Absolute ethanol |
Sigma |
Cat #E7023-1L |
nuclease-free water |
thermo |
Cat # AM9932 |
Equalbit 1 × dsDNA HS Assay Kit |
Vazyme |
Cat # EQ121-01 |
TapeStation High Sensitivity D1000 Reagent |
Agilent |
Cat # 5067-5583 |
PANO6-plexIHCkit |
Panovue |
Cat # 102C4100100 |
Tissue enzymatic reagent |
DNase I |
Roche |
Cat #10104159001 |
Collagenase IV |
Worthington |
Cat # LS004188
|
|
Experimental models: Organisms |
|
KPC (KrasG12D, p53-CKO, Sftpc-creER) mice |
Prof. Shun Li |
N/A |
CD4CRE; Bcl6fl/fl mice |
Prof. Nengming Xiao |
N/A |
|
Experimental models: Cell lines |
|
LLC (Lewis Lung Carcinoma) |
ATCC |
Cat # CRL-1642; RRID: CVCL_4358 |
|
Critical commercial assays |
|
10X Chromium Next GEM Single Cell 5′Kit v2 |
10X Genomics |
Cat # PN-1000287 |
10X Library Construction Kit |
10X Genomics |
Cat # PN-1000190 |
10X Chromium Next GEM chip K Single Cell Kit |
10X Genomics |
Cat # PN-1000287 |
10X Dual Index Kit TT Set A |
10X Genomics |
Cat # PN-1000215 |
10X Chromium Single Cell Human TCR Amplification Kit |
10X Genomics |
Cat # PN-1000252 |
|
Deposited data |
|
TCGA LUAD dataset |
XENA data portal |
http://xena.ucsc.edu/ |
Invasive and pre-invasive RNA-seq dataset |
(Haiquan et al., 2019) |
EGAD00001005479 |
This Paper |
NGDC GSA for human |
HRA002961 |
Jermaine_Goveia_2020 (fastq) |
ArrayExpress |
E-MTAB-6308 |
He_Fan_2021 (fastq) |
NGDC GSA |
CRA001963 |
Kim_Lee_2020 (processed) |
GEO |
GSE131907 |
Leader_Merad_2021 (processed) |
GEO |
GSE154826 |
Maynard_Bivona_2020 (fastq) |
SRA |
PRJNA591860 |
Lambrechts_Thienpont_2018 (fastq) |
ArrayExpress |
E-MTAB-6653 |
Stefan_Salcher_2023 (processed) |
Zenodo |
https://doi.org/10.5281/zenodo.6411867 |
|
Software and algorithms |
|
R (v4.1.3) |
(R Core Team, 2013)54
|
https://cran.r-project.org/bin/ |
HISAT2 (v2.1.0) |
(Daehwan et al., 2015)55
|
http://daehwankimlab.github.io/hisat2 |
CellRanger (v7.0.0) |
10X Genomics |
http://10xgenomics.com |
Python (v3.8.1) |
(Guido et al., 2009)56
|
https://www.python.org/downloads/release/python-379/ |
MetaCell (v0.3.41) |
(Baran et al., 2019)57
|
https://github.com/tanaylab/metacell/ |
Scanpy (v1.9.1) |
(F. Alexander et al., 2018)58
|
https://github.com/scverse/scanpy |
scvi-tools (v1.1.0) |
(Adam Gayoso et al., 2022)59
|
https://scvi-tools.org/ |
Monocle 2 (v2.4.0) |
(Xiaojie Qiu et al., 2017)60
|
https://github.com/cole-trapnell-lab/monocle-release |
AUCell (1.4.1) |
(Aibar et al., 2017)61
|
https://github.com/aertslab/AUCell |
Immunarch (v0.7.0) |
(Vadim et al.,2022)62
|
https://immunarch.com/ |
scRepertoire (v1.0.2) |
(Borcherding N et al.,2022)63
|
https://github.com/ncborcherding/scRepertoire |
Toomanycells (v2.2.0.0) |
(Gregory et al.,2020)64
|
https://github.com/GregorySchwartz/too-many-cells |
clusterProfiler (v4.4.4) |
(Guangchuang et al.,2012)65
|
https://github.com/YuLab-SMU/clusterProfiler |
ssGSEA (GSVA package) (v3.12) |
(Hänzelmann et al.,2013)66
|
https://www.bioconductor.org/packages/release/bioc/html/GSVA.html |
QuPath (v0.3.0) |
(Humphries et al.,2021)67
|
https://qupath.github.io/ |
Halo (v3.3) |
Indica labs |
https://www.indicalab.com/halo |
FACSDiva (v8.0.3) |
BD Biosciences |
NA |
FlowJo (v10) |
BD Biosciences |
NA |