| Literature DB >> 34355200 |
Sven Hendrik Hagen1, Jana Hennesen2, Marcus Altfeld1.
Abstract
X-chromosomal genes escaping from X chromosome inactivation (XCI) in immune cells can contribute to sex-specific differences in immune responses. This protocol describes the specific steps to determine escape from XCI and to simultaneously quantify mRNA expression of multiple genes at the single immune cell level using a single-nucleotide polymorphism approach. The protocol furthermore allows the analysis of allele-specific expression of X-chromosomal genes. For complete details on the use and execution of this protocol, please refer to Hagen et al. (2020).Entities:
Keywords: Flow Cytometry/Mass Cytometry; Gene Expression; Immunology; Molecular Biology
Mesh:
Substances:
Year: 2021 PMID: 34355200 PMCID: PMC8319808 DOI: 10.1016/j.xpro.2021.100641
Source DB: PubMed Journal: STAR Protoc ISSN: 2666-1667
Figure 1The sequence of the TLR7 transcript surrounding the location of SNP rs3853839 is displayed
The transcript information was obtained from the Ensembl Website (Yates et al., 2019). The Figure was adapted from a sequence and primer alignment that was done in CLC Main Workbench (Version 7.9.1).
(A) The SNP Type primers (STA primer and LSP) and the Delta Gene primers are aligned and the outer most primer pair is identified for the preamplification step.
(B) The Delta Gene primers are used for gene expression analysis.
(C and D) (C) ASP1 detects the major allele (C) and (D) ASP2 detects the minor allele (G) during the SNP Typing. If there is no splicing site in the sequence (which is the case for the displayed TLR7 sequence) the same SNP Type primers can be employed for SNP typing of mRNA and gDNA. DG = Delta Gene; STA = specific target amplification; LSP = locus-specific primer; ASP = allele-specific primer; FV = forward; RV = reverse, SNP = single-nucleotide polymorphism.
Antibody mix for staining of PBMCs (for up to 5×106 PBMCs in 100 μL PBS, scale up accordingly, e.g., 10×106 PBMCs are stained with 25 μL antibody mix in 200 μL PBS)
| Reagent | Dilution | Amount [µL] |
|---|---|---|
| Zombie Aqua™ Fixable Viability Kit (pre-diluted 1:10 in PBS) | 1:1000 | 1.0 |
| CD14-APC/Cy7 | 1:100 | 1.0 |
| CD3-BUV737 | 1:100 | 1.0 |
| CD19-BUV737 | 1:100 | 1.0 |
| CD123-FITC | 1:67 | 1.5 |
| CD11c-PE/Cy7 | 1:67 | 1.5 |
| CD56-BUV395 | 1:40 | 2.5 |
| HLA-DR-BV605 | 1:33 | 3.0 |
| Total Volume | N/A | 12.5 |
Figure 2Gating strategy to sort human pDCs from human PBMCs
pDCs were defined as single, live and CD3-CD19-CD56-CD11c-CD14-CD123+HLA-DR+. LDM: live-dead marker. The gating strategy was adapted with permission from (Hagen et al., 2020).
Figure 3Pipetting scheme for transferring the assays / primers on a 96.96 gene expression IFC
The Figure was recreated based on figures and information from the Quick Reference Guide Gene Expression with the 96.96 IFC Using Delta Gene Assays on Preamplified Samples (PN 100-9792 B1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/96.96-ge-delta-gene-qr-100-9792/96.96-ge-delta-gene-qr-100-9792/fluidigm%3Afile and the protocol Using C1 to Capture Cells from Cell Culture and Perform Preamplification Using Delta Gene Assays (PN 100-4904 L1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/c1-delta%E2%80%90gene-pr-100%E2%80%904904/c1-delta%E2%80%90gene-pr-100%E2%80%904904/fluidigm%3Afile
Figure 4Pipetting scheme for transferring the samples / cDNA to a 96.96 gene expression IFC
The Figure was recreated based on figures and information from the Quick Reference Guide Gene Expression with the 96.96 IFC Using Delta Gene Assays on Preamplified Samples (PN 100-9792 B1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/96.96-ge-delta-gene-qr-100-9792/96.96-ge-delta-gene-qr-100-9792/fluidigm%3Afile and the protocol Using C1 to Capture Cells from Cell Culture and Perform Preamplification Using Delta Gene Assays (PN 100-4904 L1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/c1-delta%E2%80%90gene-pr-100%E2%80%904904/c1-delta%E2%80%90gene-pr-100%E2%80%904904/fluidigm%3Afile
Figure 5Layout of the 192.24 SNP Typing IFC, highlighting the position of the Accumulator 2
The Figure was recreated based on information and figures from the Quick Reference Guide Genotyping with the 192.24 IFC Using SNP Type Assays (PN 100-3913 C1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/192.24-gt-snp%E2%80%90type-qr-100%E2%80%903913/192.24-gt-snp%E2%80%90type-qr-100%E2%80%903913/fluidigm%3Afile
Figure 6Pipetting Scheme for transferring Sample Plate 1 to the 192.24 SNP Typing IFC
The Figure was recreated based on information and figures from the Quick Reference Guide Genotyping with the 192.24 IFC Using SNP Type Assays (PN 100-3913 C1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/192.24-gt-snp%E2%80%90type-qr-100%E2%80%903913/192.24-gt-snp%E2%80%90type-qr-100%E2%80%903913/fluidigm%3Afile and the protocol Using C1 to Capture Cells from Cell Culture and Perform Preamplification Using Delta Gene Assays (PN 100-4904 L1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/c1-delta%E2%80%90gene-pr-100%E2%80%904904/c1-delta%E2%80%90gene-pr-100%E2%80%904904/fluidigm%3Afile
Figure 7Pipetting Scheme for transferring Sample Plate 2 to the 192.24 SNP Typing IFC
The Figure was recreated based on information and figures from the Quick Reference Guide Genotyping with the 192.24 IFC Using SNP Type Assays (PN 100-3913 C1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/192.24-gt-snp%E2%80%90type-qr-100%E2%80%903913/192.24-gt-snp%E2%80%90type-qr-100%E2%80%903913/fluidigm%3Afile and the protocol Using C1 to Capture Cells from Cell Culture and Perform Preamplification Using Delta Gene Assays (PN 100-4904 L1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/c1-delta%E2%80%90gene-pr-100%E2%80%904904/c1-delta%E2%80%90gene-pr-100%E2%80%904904/fluidigm%3Afile
Figure 8Pipetting Scheme for adding the assays and the pressure fluid to the 192.24 SNP Typing IFC
The Figure was recreated based on information and figures from the Quick Reference Guide Genotyping with the 192.24 IFC Using SNP Type Assays (PN 100-3913 C1): https://www.fluidigm.com/binaries/content/documents/fluidigm/resources/192.24-gt-snp%E2%80%90type-qr-100%E2%80%903913/192.24-gt-snp%E2%80%90type-qr-100%E2%80%903913/fluidigm%3Afile
Figure 9Investigation of escape of CYBB from XCI in human pDCs
Unstimulated pDCs derived from frozen PBMCs of one female individual are displayed. Each dot represents one single cell. Blue circles are pDCs with monoallelic expression of the major allele, orange dots are pDCs with monoallelic expression of the minor allele, and green circles represent pDCs with biallelic expression (major and minor allele) in the same cell, reflecting escape from XCI. Black circles represent cells without any detectable mRNA. Percentages were calculated using all cells with detectable mRNA. Expression patterns were determined using the SNP rs5964151 in CYBB.
(A) SNP typing of the mRNA of one female homozygous for the major allele of the SNP rs5964151 in CYBB.
(B) SNP typing of the mRNA of one female heterozygous for the SNP rs5964151, demonstrating escape of CYBB from XCI.
Figure 10The influence of escape of CYBB from XCI and the influence of the SNP rs5964151 in human pDCs on the mRNA expression of CYBB at the single-cell level
(A) Comparison of the mRNA expression of CYBB between female pDCs with monoallelic expression of CYBB (blue circles monoallelic expression of the major allele, orange circles monoallelic expression of the minor allele) to female pDCs with biallelic expression (pDCs with escape from XCI, green circles). Unstimulated pDCs derived from frozen PBMCs of one female are displayed. Each dot represents one single cell. Median (red bar) with interquartile range (black bars) is shown. Mann–Whitney test was used for statistical analysis. ∗∗∗∗p < 0.0001. Expression patterns were determined using the SNP rs5964151 in CYBB.
(B) Comparison of the mRNA expression of CYBB between female pDCs with monoallelic expression of the major allele (blue circles) and monoallelic expression of the minor allele (orange circles). Unstimulated pDCs derived from frozen PBMCs of one female are displayed. Each dot represents one single cell. Median (red bar) with interquartile range (black bars) is shown. Mann–Whitney test was used for statistical analysis. ns = not significant.
Figure 11Screenshots of melting curves that were taken in the Fluidigm Real-Time PCR Analysis Software
(A) Similar melting curves of the gene B2M in single, human pDCs.
(B) Problematic melting curves displaying multiple peaks of the gene IRF2BP2 in single, human pDCs.
| Name | Volume per tube [μL] | Needed per run [μL] | Per aliquot (with overage) [μL] | Overage Amount [μL] | # Of tubes prepared |
|---|---|---|---|---|---|
| Single Cell Stop Solution | 50 | 1.94 | 2.5 | 0.56 | 18 |
| Single Cell Pre-Amp Mix | 265 | 12.0 | 14.0 | 2.0 | 18 |
| Single Cell SuperScript RT | 75 | 3.62 | 4.0 | 0.38 | 18 |
| Single Cell VILO RT Mix | 150 | 5.84 | 7.0 | 1.16 | 18 |
| Single Cell Dnase I | 50 | 1.4 | 2.5 | 1.1 | 18 |
| Single Cell Lysis Solution | 500 | 12.75 | 15.0 | 2.25 | 18 |
| REAGENT or RESOURCE | SOURCE | IDENTIFIER |
|---|---|---|
| CD11c-PE/Cy7 (Bu15) | BioLegend | Cat#: 337216 |
| CD123-FITC (6H6) | BioLegend | Cat#: 306014 |
| CD14-APC/Cy7 (HCD14) | BioLegend | Cat#: 325620 |
| CD19-BUV737 (SJ25C1) | BD | Cat#: 564303 |
| CD3-BUV737 (UCHT1) | BD | Cat#: 564307 |
| CD56-BUV395 (NCAM16.2) | BD | Cat#: 563554 |
| HLA-DR-BV605 (L243) | BioLegend | Cat#: 307640 |
| Human blood | Healthy individuals from the University Medical Center Hamburg-Eppendorf | Cat#: N/A |
| DNA Suspension Buffer, pH 8.0, DNase/RNase Tested, PCR Grade | Teknova | Cat#: T0221 |
| Sso Fast EvaGreen Supermix with Low ROX | Bio-Rad | Cat#: 1725210 |
| Fast Probe Master Mix | Biotium | Cat#: 31005 |
| Aqua ad iniectabilia (DNA-free water) | Braun | Cat#: 235 1744 |
| ACK Lysing Buffer | Lonza | Cat#: 10-548E |
| Biocoll-Trennlösung | Biochrom | Cat#: L6115 |
| Dulbecco’s Phosphate Buffered Saline (PBS) | Sigma-Aldrich | Cat#: D8537 |
| Dymethyl sulfoxide (DMSO) | Sigma-Aldrich | Cat#: D5879-100ML |
| Fetal bovine serum (FBS) superior | Biochrom | Cat#: S0615 |
| ROX Reference Dye | Thermo Fisher Scientific | Cat#: 12223012 |
| RPMI-1640 Medium | Life Technologies | Cat#: 21875091 |
| C1 Single-Cell Reagent Kit for Preamp | Fluidigm | Cat#: 100-5319 |
| DNeasy Blood & Tissue Kit (250) | QIAGEN GmbH | Cat#: 69506 |
| GE 96.96 Dynamic Array™ DNA Binding Dye Sample & Assay Loading Reagent Kit with Control Line Fluid | Fluidigm | Cat#: 100-3415 |
| QIAGEN Multiplex PCR Kit | QIAGEN | Cat#: 206143 |
| Plasmacytoid Dendritic Cell Isolation Kit II, human | Miltenyi Biotec | Cat#: 130-097-415 |
| Single Cell-to-CT qRT-PCR Kit | Thermo Fisher Scientific | Cat#: 4458237 |
| SNP Type™ 192.24 Genotyping Reagent Kit with Control Line Fluid | Fluidigm | Cat#: 100-4136 |
| Zombie Aqua™ Fixable Viability Kit | BioLegend | Cat#: 423102 |
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| CLC Main Workbench, version 7.9.1 | QIAGEN Aarhus A/S | |
| FlowJo10 | FlowJo LLC | |
| Fluidigm Real-Time PCR Analysis, version 4.3.1 | Fluidigm | |
| Fluidigm SNP Genotyping Analysis; version 4.3.2 | Fluidigm | |
| GraphPad Prism 9 | GraphPad Software, LLC | |
| Microsoft PowerPoint 2016 | Microsoft | |
| 192.24 Dynamic Array™ IFC for SNP Genotyping | Fluidigm | BMK-M-192.24GT |
| 48.48 Dynamic Array™ IFC for Genotyping | Fluidigm | BMK-M-48.48GT |
| 96.96 Dynamic Array™ IFC for Gene Expression | Fluidigm | BMK-M-96.96 |
| C1™ Single-Cell Preamp IFC, 5–10 μm | Fluidigm | 100-5757 |
| qPCR foil | SARSTEDT | 95.1994 |
| PCR plate half skirt, 96 well | SARSTEDT | 72.1979.102 |
| Sterican single-use cannula, blunt (Ø 0.8 × 22 mm) | Braun | 918 0109 |
| 8-Channel pipette (0.5 μL–10 μL) | Rainin | 17013802 |
| 8-Channel pipette (5 μL–50 μL) | Rainin | 17013804 |
| C1 | Fluidigm | N/A |
| Biomark HD | Fluidigm | N/A |
| Juno | Fluidigm | N/A |
| Fluorescence-activated cell sorter (FACS), e.g., FACSAria Fusion | BD | N/A |
| Microscope with 20× and 40× magnification | N/A | N/A |
| NanoDrop | N/A | N/A |
| Vol. per inlet | Vol. per inlet with overage | Vol. For 96.96 IFC | |
|---|---|---|---|
| 2× Assay Loading Reagent (Fluidigm) | 2.5 µL | 3.0 µL | 450 μL |
| DNA Suspension Buffer (Teknova, Cat#: T0221) | 2.25 µL | 2.7 µL | 405 μL |
| Total Volume | 855 μL |
| Vol. per inlet | Vol. per inlet with overage | Vol. For 96.96 IFC | |
|---|---|---|---|
| 2× Assay Loading Reagent (Fluidigm) | 2.5 µL | 3.0 µL | 600 μL |
| DNA Suspension Buffer (Teknova, Cat#: T0221) | 2.25 µL | 2.7 µL | 540 μL |
| Total Volume | 1140 μL |
| Vol. per inlet | Vol. per inlet with overage | Vol. For 96.96 IFC | |
|---|---|---|---|
| Sso Fast EvaGreen Supermix (Biorad, Cat#: 1725210) | 2.5 µL | 3.0 µL | 360 μL |
| 20× DNA Binding Dye Sample Loading Reagent (Fluidigm) | 0.25 µL | 0.3 µL | 36 μL |
| Total Volume | 396 μL |
| Reagent | Final concentration | Amount |
|---|---|---|
| SNP Type assay ASP1/ASP2 (100 μM each) | 7.5 µM | 1 μL |
| SNP Type assay LSP (100 μM each) | 20 μM | 2.67 μL |
| DNA Suspension Buffer (Teknova, Cat#: T0221) | N/A | 9.67 μL |
| Total Volume | N/A | 13.33 μL |
| Combine: | Per well | 26 assays |
|---|---|---|
| 2× assay loading reagent (Fluidigm) | 2.0 µL | 52.0 µL |
| PCR-certified water | 1.2 µL | 31.2 µL |
| Total Volume | 3.2 µL | 83.2 µL |
| Reagent | Final concentration | Amount |
|---|---|---|
| Biotium Fast Probe Master Mix (Biotium, Cat#: 31005) | N/A | 540 µL |
| 20× SNPtype Sample Loading Reagent (Fluidigm) | N/A | 54.0 µL |
| 60× SNPtype reagent (Fluidigm) | N/A | 18.0 µL |
| ROX Reference Dye (ThermoFisher Scientific, Cat#: 12223012) | N/A | 6.48 µL |
| PCR-certified water | N/A | 11.52 µL |
| N/A | 630 µL |