The regional distribution of resident immune cells shapes distinct immunological environments along the murine epididymis
- Institute of Anatomy and Cell Biology, Unit of Reproductive Biology, Justus-Liebig-University Giessen, Germany
- Hessian Center of Reproductive Medicine, Justus-Liebig-University of Giessen, Germany
- ECCPS Bioinformatics and Deep Sequencing Platform, Max Planck Institute for Heart and Lung Research, Germany
- Ted Rogers Center of Heart Research, Peter Munk Cardiac Centre, Toronto General Hospital Research Institute, University Health Network, Canada
- Institute of Immunology, Hannover Medical School, Germany
- Institute of Anatomy and Cell Biology, Unit of Signal Transduction, Justus-Liebig-University of Giessen, Germany
- Department of Dermatology and Allergology, Philipps-University of Marburg, Germany
- Centre of Reproductive Health, Hudson Institute of Medical Research, Australia
- Department of Molecular and Translational Sciences, School of Clinical Sciences, Monash Medical Centre, Monash University, Australia
Figures
Figure 1 with 3 supplements
Analysis of differential immune responses of caput and cauda epididymides following uropathogenic Escherichia coli (UPEC) infection in C57BL/6J wild type mice.
(A) Male C57BL/6J mice (10–12 weeks of age) were intravasally injected with UPEC or saline vehicle alone (sham) after ligation of the vas deferens. For the study organs were harvested and analyzed …
Figure 1—figure supplement 1
Morphometric assessment of the differential immune responses within caput and cauda epididymides in C57BL/6J mice.
(A) Changes in weight (in mg) of caput and cauda epididymides throughout different infection time points post infection (mean ± SD, n=4–5, two-way ANOVA with Bonferroni post hoc test, *p<0.05, **p<0.…
Figure 1—figure supplement 2
Histological images (modified Masson-Goldner trichrome staining) of the epididymis of naïve, sham- and uropathogenic Escherichia coli (UPEC)-infected C57BL/6J mice at different time points (day 1, 5, 10 post infection).
Scale bar = 100 µm.
Figure 1—figure supplement 3
RNASeq analyses of sham- and uropathogenic Escherichia coli (UPEC)-infected C57BL/6J wild type mice.
(A) Principal component analysis of all investigated in vivo epididymitis samples in RNASeq analysis (n=3–4 per group). (B) Heatmap showing differentially expressed genes (DEG) between the caput of …
Figure 2 with 3 supplements
Analysis of changes in immune cell populations following infection with uropathogenic Escherichia coli (UPEC) in C57BL/6J wild type mice.
(A) Pearson’s correlation plot of infection time points (days post infection) and the area of immune cell infiltration within the total cauda area (%) determined by histological evaluation. Mean ± …
Figure 2—figure supplement 1
Gating strategy behind flow cytometry analyses of all immune cell populations under pathological conditions (displayed Figure 2).
Representative plots from a sham-infected corpus epididymis.
Figure 2—figure supplement 2
Infiltration of neutrophils in relation the bacterial appearance.
Percentage of infiltrating neutrophil granulocytes (blue) in relation to colony forming units (CFU)/mg tissue in proximal (IS/caput) and distal epididymis (corpus/cauda) of sham- and uropathogenic Es…
Figure 2—figure supplement 3
Multiplex assay-based determination of cytokine levels from ex vivo organ culture.
Related to Figure 2. (A) Indicated cytokines (IL-1α, IL-1β, TNFα, MCP-1, IL-6, IL-10) were measured within the culture media after ex vivo stimulation of the indicated epididymal regions with …
Figure 3 with 3 supplements
Single-cell RNA sequencing (scRNASeq) of different epididymal regions reveals immune cell heterogeneity within the murine epididymis under physiological conditions.
(A) Schematic overview of the experimental procedure for isolating extravascular CD45+ cells from different epididymal regions. (B) Uniform manifold approximation and projection (UMAP) plot of …
Figure 3—figure supplement 1
Extravascular CD45+ cells of different epididymal regions were sorted following the indicated gating strategy prior to single-cell RNASeq.
Figure 3—figure supplement 2
Quality controls for single-cell reads and re-confirmation of identified CD45+.
(A) Number of total cells, total genes and average reads per cells are indicated for different epididymal regions that were separately isolated. (B) Uniform manifold approximation and projection …
Figure 3—figure supplement 3
Expression of key marker genes for the identified immune cell populations within epididymal regions.
Uniform manifold approximation and projection (UMAP) plots showing the expression of selected key marker for the indicated immune cell population within the epididymal regions: initial segment, …
Figure 4 with 1 supplement
Quantification and localization of identified immune cell populations among epididymal regions (scale bar 20 µm).
(A) Distribution (assessed by flow cytometry n=4-8, bar diagram showing mean ± SD) of total leukocytes (CD45+ cells) and localization within the initial segment and corpus, as shown by …
Figure 4—figure supplement 1
Gating strategy behind flow cytometry analyses of all immune cell populations under physiological conditions.
(A) General gating that has been applied to each sample included exclusion of debris und sperm based on SSC-A vs. FSC-A, followed by a two-step single-cell gating (based on FSC and SSC), live cells …
Figure 5 with 2 supplements
Distinct macrophage subgroups exist within the murine epididymis.
(A) Uniform manifold approximation and projection (UMAP) plot and violin plots showing segregation of macrophages (clusters 1, 2, 7) and monocytes (clusters 8, 10) based on clustering and expression …
Figure 5—figure supplement 1
Uniform manifold approximation and projection (UMAP) plots showing the expression of selected key markers for identified macrophage subgroups, related to violin plots in Figure 4D.
Figure 5—figure supplement 2
Violin plots showing the expression of immediate-early activation genes (Fos, Jun, Egr1) as well as upregulated cytokines Tnf, Cxcl2, Ccl4 among identified macrophage subgroups.
Figure 6 with 4 supplements
Distribution and localization of identified macrophage subgroups by flow cytometry and immunofluorescence.
(A) Bar diagram showing the percentage of F4/80+ cells within the CD45+ population throughout the epididymal regions, assessed by flow cytometry (n=8, mean ± SD). (B) Stacked bar diagram displaying …
Figure 6—figure supplement 1
Gating strategy of macrophage subsets according to obtained single-cell RNA sequencing (scRNASeq) data.
Arrows indicate the gating strategy and identified subsets.
Figure 6—figure supplement 2
Macrophage subpopulations within CD45+ population.
Bar diagrams showing the percentage of identified macrophage subgroups within the CD45+ population throughout the epididymal regions, assessed by flow cytometry and mirroring the distribution …
Figure 6—figure supplement 3
Single channel reads of anti-F4/80 (purple) staining on epididymal cryo-sections from adult Cx3cr1GFPCcr2RFP reporter mice.
The majority of CX3CR1+ cells were F4/80+. Arrowheads indicate the small fraction of intraepithelial F4/80- CX3CR1+ cells within the initial segment (IS). Arrows indicate interstitial F4/80+ CX3CR1- …
Figure 6—figure supplement 4
Single channel reads of anti-MHC-II (purple) staining on epididymal cryo-sections from adult Cx3cr1GFPCcr2RFP reporter mice.
Asterisks (*) indicate intraepithelial CX3CR1+MHC-II- cells within the initial segment (IS) and caput epididymides. Arrowheads indicate CX3CR1+MHC-II+ cells, lining the epididymal duct within the IS …
Figure 7 with 2 supplements
Resident macrophages differentially depend on monocytes within epididymal regions.
(A) Parabiosis was conducted by surgically conjoining wild type CD45.1+ donor mice with CD45.2 recipient Ccr2-/- mice for 6 months. Donor chimerism was confirmed on CD115+CD11b+Ly6Chi monocytes. (B) …
Figure 7—figure supplement 1
Gating strategy that was applied on blood samples from recipient Ccr2-/- mice.
General gating was initially performed based on FSC and SSC in order to exclude debris and doublets, before neutrophils were excluded by selecting Ly6G- cells. Monocytes were further gated using …
Figure 7—figure supplement 2
Representative plots (cauda) that were applied for the epididymal regions starting with general gating based on FSC and SSC in order to exclude debris and doublets.
Total CD64+CD11b+ cells were gated and further segregated using TIMD4 and CCR2. The ratio of CD45.1 and CD45.2+ events was assessed in CCR2+, TIMD4+, and CCR2-TIMD4- cells.
Tables
Appendix 1—key resources table
| Reagent type (species) or resource | Designation | Source or reference | Identifiers | Additional information |
|---|---|---|---|---|
| Strain, strain background (Escherichia coli) | CFT073 | Welch et al., 2002 | NCBI: txid19.9310 | Provided by T.Chakraborty, Justus-Liebig-University, Giessen, Germany |
| Strain, strain background (Mus musculus, male) | C57BL/6 J wild type | Charles River | JAX ID: 000664 | 10–12 weeks old |
| Strain, strain background (Mus musculus, male) | B6.129(Cg)-Cx3cr1tm1Litt Ccr2tm2.1Ifc/JernJ (Cx3cr1GFPCcr2RFP) | Jackson Laboratory Jung et al., 2000; Saederup et al., 2010 | JAX ID: 032127 | |
| Strain, strain background (Mus musculus, male) | B6.SJL-Ptprca Pepcb/ BoyJ (B6 CD45.1) | Jackson Laboratory (Janowska-Wieczorek et al., 2001; Schluns et al., 2002; Yang et al., 2002) | JAX ID: 002014 | |
| Strain, strain background (Mus musculus, male) | B6.129S4-Ccr2tm1Ifc/J (Ccr2-/-) | Jackson Laboratory (Boring et al., 1997) | JAX ID: 004999 | |
| Strain, strain background (Mus musculus, male) | C57/BL/6-Trdctm1Mal/J (Trcd-H2BeGFP) | Jackson Laboratory (Prinz et al., 2006) | JAX ID: 016941 | |
| Antibody | PerCP/C5.5 anti-mouse CD45 (rat monoclonal) | BioLegend | Cat.No.: 103131; RRID: AB_893344 | FC (1:200) for infection study |
| Antibody | AF700 anti-mouse CD3 (rat monoclonal) | BioLegend | Cat.No.: 100216; RRID: AB_493697 | FC (1:50) for infection study |
| Antibody | Brilliant Violet 511 anti-mouse/ human CD45R/B220 (rat monoclonal) | BioLegend | Cat.No.: 103247; RRID: AB_2561394 | FC (1:200) for infection study |
| Antibody | Brilliant Violet 605 anti- mouse NK1.1 (mouse monoclonal) | BioLegend | Cat. No.: 108753; RRID: AB_2686977 | FC (1:200) for infection study |
| Antibody | Brilliant Violet 650 CD11c (Armenian Hamster monoclonal) | BioLegend | Cat.No.: 117339; RRID: AB_2562414 | FC (1:100) for infection study |
| Antibody | Brilliant Violet 711 anti-mouse Ly-6G/Ly-6C (GR-1) (rat monoclonal) | BioLegend | Cat.No.: 108443; RRID: AB_2562549 | FC (1:200) for infection study |
| Antibody | Brilliant Violet 785 anti-mouse I-A/I-E (MHC-II) (rat monoclonal) | BioLegend | Cat.No.: 107645; RRID: AB_2565977 | FC (1:200) for infection study |
| Antibody | PE/Dazzle594 anti-mouse F4/80 (rat monoclonal) | BioLegend | Cat.No.:123145; RRID: AB_2564132 | FC (1:100) for infection study |
| Antibody | PE/Cyanine7 anti-mouse CX3CR1 (mouse monoclonal) | BioLegend | Cat.No.:149015; RRID: AB_2565699 | FC (1:1000) for infection study |
| Antibody | FITC anti-mouse CCR2 (rat monoclonal) | BioLegend | Cat. No.: 150608; RRID: AB_2616980 | FC (1:200) for infection and steady-state study |
| Antibody | Brilliant Violet 421 anti-mouse CX3CR1 (mouse monoclonal) | BioLegend | Cat.No.: 149023; RRID: AB_2565706 | FC 1:1000 for steady-state study |
| Antibody | PerCP/Cyanine5.5 anti-mouse CD45 (rat monoclonal) | BioLegend | Cat.No.:157207; RRID: AB_2860727 | FC 1:100 for steady-state study |
| Antibody | PE/Cyanine7 anti-mouse F4/80 (rat monoclonal) | BioLegend | Cat.No.: 123113; RRID: AB_893490 | FC 1:100 for steady-state study |
| Antibody | APC anti-mouse CD163 (rat monoclonal) | BioLegend | Cat.No.:155305; RRID: AB_2814059 | FC 1:200 for steady-state study |
| Antibody | APC/Cy7 anti-mouse I-A/I-E (rat monoclonal) | BioLegend | Cat.No.: 107627; RRID: AB_1659252 | FC 1:200 for steady-state study |
| Antibody | Brilliant Violet 421 anti-mouse NK1.1 (mouse monoclonal) | BioLegend | Cat.No.: 108731; RRID: AB_10895916 | FC 1:200 for steady-state study |
| Antibody | FITC anti-mouse CD3 (rat monoclonal) | BioLegend | Cat.No.: 100203; RRID: AB_312660 | FC 1:50 for steady-state study |
| Antibody | PE anti-mouse B220 (CD45R) (rat monoclonal) | Miltenyi | Cat.No.: 130-120-077; RRID: AB_2751992 | 1:50 for steady-state study |
| Antibody | PE/Cyanine7 anti-mouse TCRbeta chain (Armenian Hamster monoclonal) | BioLegend | Cat.No. 109221; RRID: AB_893627 | 1:100 for steady-state study |
| Antibody | APC anti-mouse TCR g/d (Armenian Hamster monoclonal) | BioLegend | Cat.No.: 118115; RRID: AB_1731824 | 1:100 for steady-state study |
| Antibody | APC/Fire750 anti-mouse CD45 (mouse monoclonal) | BioLegend | Cat.No.: 103153; RRID: AB_2572115 | 1:100 for steady-state study |
| Antibody | Brilliant Violet 421 anti- mouse F4/80 (mouse monoclonal) | BioLegend | Cat.No.: 123131; RRID: AB_10901171 | 1:100 for steady-state study |
| Antibody | PE anti-mouse CD209a (DC-Sign) antibody (mouse monoclonal) | BioLegend | Cat.No.: 833003; RRID: AB_2721636 | FC 1:50 for steady-state study |
| Antibody | PerCP/Cy5.5 anti-mouse/ human CD11b (rat monoclonal) | BioLegend | Cat.No.: 101228; RRID: AB_893232 | FC 1:200 for steady-state study |
| Antibody | APC anti-mouse I-Ab (mouse monoclonal) | BioLegend | Cat.No:116418; RRID: AB_10574160 | FC 1:200 for steady-state study and parabiosis |
| Antibody | PerCP/Cyanine5.5 anti- mouse CD45.1 (mouse monoclonal) | BioLegend | Cat.No.: 110728; RRID: AB_893346 | FC 1:100 for steady-state study and parabiosis |
| Antibody | APC/Cyanine7 anti-mouse CD45.2 (mouse monoclonal) | BioLegend | Cat.No.: 109824; RRID: AB_830789 | i.v. injection 1:100 |
| Antibody | PE anti-mouse CD64 (FcγRI) (mouse monoclonal) | BioLegend | Cat.No:. 139303; RRID: AB_10612740 | FC 1:100 for steady-state study and parabiosis |
| Antibody | PE/Cyanine7 anti-mouse Tim-4 (rat monoclonal) | BioLegend | Cat.No.: 130010; RRID: AB_2565719 | FC 1:100 for parabiosis |
| Antibody | Brilliant Violet 785 anti- mouse/human CD11b (rat monoclonal) | BioLegend | Cat.No.: 101224; RRID: AB_755986 | FC 1:100 for parabiosis |
| Antibody | Alexa Fluor 700 anti-mouse Ly-6G (rat monoclonal) | BioLegend | Cat.No.: 127622; RRID: AB_10643269 | FC 1:100 for parabiosis |
| Antibody | PE anti-mouse CD115 (CSF-1R) (rat monoclonal) | BioLegend | Cat.No.: 135506; RRID: AB_1937253 | FC 1:100 for parabiosis |
| Antibody | FITC anti-mouse Ly-6C (rat monoclonal) | BioLegend | Cat.No.: 128006; RRID: AB_1186135 | FC 1:100 for parabiosis |
| Antibody | anti-mouse F4/80 (rat monoclonal) | BioLegend | Cat.No. MCA497G; RRID: AB_872005 | IF 1:200 |
| Antibody | anti-mouse Ly-6G+Ly-6C (rat monoclonal) | abcam | Cat.No. ab25377; RRID: AB_470492 | IF 1:500 |
| Antibody | Purified anti-mouse I-A/I-E (mouse monoclonal) | BioLegend | Cat.No.: 107601; RRID: AB_313316 | IF 1:200 |
| Antibody | Purified anti-mouse Ly-6C (rat monoclonal) | BioLegend | Cat.No. 128002 RRID: AB_1134214 | IF 1:100 |
| Antibody | Purified anti-mouse CD3 (mouse monoclonal) | BioLegend | Cat.No. 100202 RRID: AB_312659 | IF 1:50 |
| Antibody | Anti-mouse Clec9a (sheep polyclonal) | R&D Systems | Cat.No. AF6776 RRID: AB_10890771 | IF 1:50 |
| Antibody | anti-mouse CD163 [TNKUPJ] (rat monoclonal) | Invitrogen/ eBioscience | Cat.No. 14-1631-82 RRID: AB_2716934 | IF 1:200 |
| Antibody | anti-NCR1 antibody [EPR23097-35] (rabbit monoclonal) | abcam | Cat.No. ab233558 RRID: AB_2904203 | IF 1:50 |
| Antibody | Ani-mouse DC-Sign (DC28) (mouse monoclonal) | Santa Cruz | Cat.No. sc-65740 RRID: AB_1121347 | IF 1:50 |
| Antibody | Goat anti-rabbit IgG (H+L) Cross-Adsorbed Secondary Antibody, Alexa Fluor 488 | Invitrogen | Cat-No. 11008 RRID: AB_143165 | IF 1:2000 |
| Antibody | Goat anti-rabbit IgG (H+L) Cross-Adsorbed Secondary Antibody, Alexa Fluor 546 | Invitrogen | Cat.No. A-11010 RRID: AB_2534077 | IF 1:2000 |
| Antibody | Goat anti-rat IgG (H+L) Cross-Adsorbed secondary Antibody, Alexa Fluor 546 | Invitrogen | Cat.No. A-11081 RRID: AB_141738 | IF 1:2000 |
| Antibody | Goat Anti-Rat IgG H+L Alexa Fluor 647 | abcam | Cat.No. ab150159; RRID: AB_2566823 | IF 1:2000 |
| Antibody | Donkey Anti-Sheep IgG (H+L) Alexa fluor 546 | Invitrogen | Cat.No.:A-21098 RRID: AB_2535752 | IF: 1:2000 |
| Antibody | Brilliant Violet 421 Mouse IgG2a, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400259; RRID: AB_10895919 | FC 1:200 Isotype control |
| Antibody | Brilliant Violet 421 Rat IgG2a, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400535; RRID: AB_10933427 | FC 1:200 Isotype control |
| Antibody | Brilliant Violet 510 Rat IgG2a, κ, Isotype Ctrl antibody | BD Bioscience | Cat.No. 562952; RRID: AB_2869438 | FC 1:200 Isotype control |
| Antibody | FITC Rat IgG2b, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400605; RRID: AB_326549 | FC 1:200 Isotype control |
| Antibody | Alexa Fluor 488 Rat IgG2a, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400525; RRID: AB_2864283 | FC 1:200 Isotype control |
| Antibody | Alexa Fluor 488 Rat IgG2b, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400625; RRID: AB_389321 | FC 1:200 Isotype control |
| Antibody | PE Isotype Control Antibody, Rat IgG2a | Miltenyi | Cat.No.: 130-123-747; RRID: AB_2857628 | FC 1:200 Isotype control |
| Antibody | PE Rat IgG2a, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400507; RRID: AB_326530 | FC 1:200 Isotype control |
| Antibody | PE Mouse IgG2a, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400213; RRID: AB_2800438 | FC 1:200 Isotype control |
| Antibody | PE Rat IgG2b kappa Isotype Control | eBioscience | Cat.No.: 12-4031-82; RRID: AB_470042 | FC 1:200 Isotype control |
| Antibody | PerCP/Cyanine5.5, Rat IgG2b, κ Isotype Ctrl antibody | BioLegend | Cat.No. 400631; RRID: AB_893693 | FC 1:200 Isotype control |
| Antibody | PE/Cyanine 7 Mouse IgG1, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400125; RRID: AB_2861533 | FC 1:200 Isotype control |
| Antibody | PE/Cyanine 7 Rat IgG2a, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400521; RRID: AB_326542 | FC 1:200 Isotype control |
| Antibody | PE/Cyanine 7 Armenian Hamster IgG Isotype Ctrl antibody | BioLegend | Cat.No.:400921; RRID: AB_2905473 | FC 1:200 Isotype control |
| Antibody | APC Rat IgG2a, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400511; RRID: AB_2814702 | FC 1:200 Isotype control |
| Antibody | APC Armenian Hamster IgG Isotype Ctrl antibody | BioLegend | Cat.No.: 400911; RRID: AB_2905474 | FC 1:200 Isotype control |
| Antibody | APC Mouse IgG2a, κ Isotype Ctrl (FC) antibody | BioLegend | Cat.No.: 400221; RRID: AB_2891178 | FC 1:200 Isotype control |
| Antibody | APC/Cyanine7 Rat IgG2b, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400628; RRID: AB_326565 | FC 1:200 Isotype control |
| Antibody | APC/Fire750 Rat IgG2b, κ Isotype Ctrl antibody | BioLegend | Cat.No.: 400669; RRID: AB_2905475 | FC 1:200 Isotype control |
| Commercial assay or kit | M.O.M. (Mouse on Mouse) Immunodetection Kit | Vector Laboratories | Cat.No. BMK-2202 | |
| Commercial assay or kit | RNeasy Mini Kit | Qiagen | Cat.No.: 74004 | |
| Commercial assay or kit | LEGENDPlex with Mouse Inflammation Panel | BioLegend | Cat.No.: 740446 | |
| Commercial assay or kit | SMARTer Stranded Total RNA-Seq Kit – Pico Input Mammalian | Takara | Cat.No.: 634488 | |
| Chemical compound, drug | Collagenase D from Clostridium histolyticum | Roche | Cat.No. 11088858001 | |
| Chemical compound, drug | DNase I | Sigma | Cat.No. D4513 | |
| Chemical compound, drug | Hyaluronidase type I-S | Sigma | Cat.No. H3506 | |
| Chemical compound, drug | RBC Lysis Solution | Qiagen | Cat.No.: 158904 | |
| Chemical compound, drug | UltraPure Lipopolysaccharide from Escherichia coli O55:B5 | Sigma | Cat.No.: L2880 | |
| Chemical compound, drug | Gibco RPMI1640 media | Fisher Scientific | Cat-No.: 11530586 | |
| Chemical compound, drug | QIAzol Lysis Reagent | Qiagen | Cat.No.: 79306 | |
| Chemical compound, drug | Fc blocking reagent | Miltenyi | Cat.No. 130-092-575 | |
| Chemical compound, drug | Gentamicin solution | Sigma/ Merck | Cat.No. G1397 | |
| Other (dyes) | ZombieAqua | BioLegend | Cat.No.: 423101 | |
| Other (dyes) | ZombieNIR | BioLegend | Cat. No.: 423105 | |
| Other (dyes) | Viobility 405/452 Fixable Dye | Miltenyi | Cat.No.: 130-092-575 | |
| Other (dyes) | DAPI | Invitrogen | D1306 | 1 µg/ml |
| Other | ProLong Antifade Gold with DAPI | Invitrogen | P36931 | |
| Other | ProLong Antifade Gold w/o DAPI | Invitrogen | P36930 | |
| Software, algorithm | FlowJo v10.8.2 | BD Life Sciences | RRID: SCR_008520 | https://www.flowjo.com/ |
| Software, algorithm | Adobe Illustrator 2020 (v24.0.1) | Adobe | RRID: SCR_010279 | https://www.adobe.com/de/products/illustrator.html |
| Software, algorithm | GraphPad Prism v5 | GraphPad Software | RRID: SCR_002798 | https://www.graphpad.com/scientific-software/prism/ |
| Software, algorithm | InkScape v0.92.4 | The Inkscape Project | RRID: SCR_014479 | https://inkscape.org/de/release/inkscape-0.92.4/ |
| Software, algorithm | ImageJ 1.53 a | Wayne Rasband National Institute of Health, USA | RRID: SCR_003070 | https://imagej.nih.gov/ij/index.html |
| Software, algorithm | Zen 2.3 Version 14.0.26.201 | Carl Zeiss Microscopy | https://www.zeiss.de/mikroskopie/produkte/mikroskopsoftware/zen-lite/zen-lite-download.html | |
| Software, algorithm | LEGENDPlex Software v8.0 | BioLegend | software provied by BioLegend as part of the LegendPlex kit for protein analysis | https://www.biolegend.com/en-us/legendplex |
| Software, algorithm | FastQC | Andrews, 2010 | RRID: SCR_014583 | http://www.bioinformatics.babraham.ac.uk/projects/fastqc/ |
| Software, algorithm | STAR 2.6.1d | Dobin et al., 2013 | RRID: SCR_004463 | https://github.com/alexdobin/STAR/releases?page=2 |
| Software, algorithm | Subread package | Liao et al., 2013 | RRID: SCR_009803 | http://subread.sourceforge.net/ |
| Software, algorithm | DESeq2 V1.18.1 | Love et al., 2014 | RRID: SCR_015687 | https://bioconductor.org/packages/release/bioc/html/DESeq2.html |
| Other | BD Aria Fusion | BD BioScience | N/A | Instrument |
| Other | Homogenizer MM400 | Retsch | N/A | Instrument |
| Other | LabChip Gx Touch 24 | Perkin Elmer | N/A | Instrument |
| Other | Leica Cryotome CM1850 | Leica | N/A | Instrument |
| Other | Leica Microtome RM2255 | Leica | N/A | Instrument |
| Other | MACS Quant Analyzer 10 | Miltenyi | N/A | Instrument |
| Other | BD LSRFortessa Cell Analyzer | BD Biosciences | N/A | Instrument |
| Other | NextSeq500 | Illumina | N/A | Instrument |
| Other | Zeiss LSM710 Confocal Microscope | Carl Zeiss Microscopy | N/A | Instrument |
| Other | Olympus BX51 | Olympus | N/A | instrument |
