REAGENT or RESOURCE | SOURCE | IDENTIFIER |
---|---|---|
Biological samples | ||
Human adipose-derived mesenchymal stem cells | Munich Obesity BioBank (MOBB) | NA |
Primary human hepatocytes | BioIVT | YNZ |
Chemicals, peptides, and recombinant proteins | ||
MitoTracker™ Deep Red FM | Molecular Probes, Inc. | M22426 |
BODIPY™ 505/515 | Molecular Probes, Inc. | D3921 |
Alexa Fluor™ 568 Phalloidin | Life Technologies Corp. | A12380 |
Hoechst 33342 | Molecular Probes, Inc. | H3570 |
Wheat Germ Agglutinin, Alexa Fluor™ 555 Conjugate | Molecular Probes, Inc. | W32464 |
SYTO™ 14 Green Fluorescent Nucleic Acid Stain | Molecular Probes, Inc. | S7576 |
16% Paraformaldehyde, methanol-free | Electron Microscopy Sciences | 15710-S |
Hank’s Balanced Salt Solution (1x), HBSS | Life Technologies Corp. | 14025076 |
Triton X-100 | Merck KGaA | X100 |
Phalloidin-Atto-565 | Merck KGaA | 94072 |
Critical commercial assays | ||
Infinium HTS assay + GSA Bead Chips | Illumina, Inc. | NA |
Deposited data | ||
Raw data and code | GitHub | https://github.com/ClaussnitzerLab/Lipocyte-Profiler |
Experimental models: Cell lines | ||
hWAT | Xue et al.29 | https://doi.org/10.1038/nm.3881 |
hBAT | Xue et al.29 | https://doi.org/10.1038/nm.3881 |
SGBS | Wabitsch et al. 2001 | https://doi.org/10.1038/sj.ijo.0801520 |
Cas9 expressing hWAT | This paper | NA |
Oligonucleotides | ||
guide sequences targeting: PPARG: ATACACAGGTGCAATCAAAG and CAACTTTGGGATCAGCTCCG; PPARGC1A TATTGAACGCACCTTAAGTG and AGTCCTCACTGGTGGACACG; MFN1: CACCAGGTCATCTCTCAAGA and TTATATGGCCAATCCCACTA; PLIN1: TCACGGCAGATACTTACCAG and TCTGCACGGTGTATCGAGAG; INSR: TTATCGGCGATATGGTGATG and AGTGAGTATGAGGATTCGGC; IRS1 CCCAGGACCCGCATTCAAAG and CCGAAGCACTAGATCGCCGT |
This paper | NA |
non-targeted controls (control guide sequences): ATCAGGCCTTGTCCGTGATT; TACGTCATTAAGAGTTCAAC; GACAGTGAAATTAGCTCCCA; GATTCATACTAAACACTCTAx; CCTAGTTCATAAGCTACGCC |
This paper | NA |
Software and algorithms | ||
LipocyteProfiler | This paper | https://github.com/ClaussnitzerLab/Lipocyte-Profiler |
CRISPResso | Pinello et al.68 | https://doi.org/10.1038/nbt.3583 |
PLINK | Purcell et al.69 and Chang et al. 2015 | https://doi.org/10.1086/519795 and https://doi.org/10.1186/s13742-015-0047-8 |
SHAPEIT2 | Delaneau et al.70 | https://doi.org/10.1038/nmeth.2307 |
PRS-CS | Ge et al.71 | https://doi.org/10.1038/s41467-019-09718-5 |
LDpred | Vilhjálmsson et al.72 | https://doi.org/10.1016/j.ajhg.2015.09.001 |
igraph | Csardi et al. 2006 | https://igraph.org |
Enrichr | Chen et al. 2013 | https://maayanlab.cloud/Enrichr/ |
FastQC | Babraham Bioinformatics | https://www.bioinformatics.babraham.ac.uk/projects/fastqc/ |
STAR | Dobin et al.73 | https://doi.org/10.1093/bioinformatics/bts635 |
DESeq2 | Love et al.74 | https://doi.org/10.1186/s13059-014-0550-8 |
CellProfiler 3.1.9 | Carpenter et al. 2006 | https://doi.org/10.1186/gb-2006-7-10-r100 |
Harmony 4.9 | PerkinElmer Inc. | HH17000010 |
ARACNE | Margolin et al.75 | https://doi.org/10.1186/1471-2105-7-S1-S7 |
UMAP R package 0.2.7.0 | McInnes et al.76 | https://doi.org/10.21105/joss.00861 |
ComplexHeatmap Bioconductor package 2.7.7 | Gu et al.77 | https://doi.org/10.1093/bioinformatics/btw313 |
Sample Progression Discovery (SPD) | Qui et al. 2011 | https://doi.org/10.1371/journal.pcbi.1001123.g001 |
BEclear | Akulenko et al.78 | https://doi.org/10.1371/journal.pone.0159921 |
R 3.6.1 | The R Foundation for Statistical Computing | NA |
Other | ||
CellCarrier Ultra 96 well plate, black (now: PhenoPlate™ 96-well) | PerkinElmer Inc. | #6005550 |
CellCarrier Ultra 96 well plate, black (now: PhenoPlate™ 96-well); collagen-coated | PerkinElmer Inc. | #6055700 |
Opera Phenix® High-Content Screening System | PerkinElmer Inc. | NA |
Leica DMi8 microscope with HC PL APO ×63/1.40 oil objective | Leica Microsystems GmbH | NA |
MGB Biobank data | Partners HealthCare hospitals | NA |