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Experiment Overview

Repository ID: FR-FCM-ZYED Experiment name: Single cell based phosphorylation profiling identifies alterations in Toll-like receptor 7 and 9 signaling in patients with primary Sjögren?s syndrome MIFlowCyt score: 85.90%
Primary researcher: Richard Davies PI/manager: Richard Davies Uploaded by: Richard Davies
Experiment dates: 2015-09-03 - 2015-10-17 Dataset uploaded: Nov 2017 Last updated: Apr 2024
Keywords: [Toll-like receptors] [Sjögren’s syndrome] [extraglandular manifestations] [autoantibodies] [phosphoflow] [type I interferon] Manuscripts:
Organizations: University of Bergen, Clinical Institute 2, Bergen, (Norway)
Purpose: To gain insights into potential dysfunctional intracellular signalling profiles of pSS patients we conducted an exploratory analysis of MAPK/ERK and JAK/STAT signalling networks in peripheral blood mononuclear cells (PBMC) from 25 female pSS patients and 25 female age-matched healthy donors using phospho-specific flow cytometry. We analyzed unstimulated samples, and samples during a 4 hour time period following activation of Toll-like receptor (TLR) 7 and 9.
Conclusion: We here report increased signaling potentials in PBMCs from pSS patients to TLR7 and -9 stimulation through STAT3 S727 and NF-κB in B cells that correlates with a type I IFN signature. Induction of these pathways could contribute to the generation of a type I IFN signature in pSS. Patients displaying elevated potentiation of aforementioned pathways could therefore benefit from therapies targeting these pathways.
Comments: Stimulation with TLR7 and 9 ligands was conducted using a 4 hour reverse time course. Barcoded samples included a PBMC sample from a single donor (IC) to assess assay variation. Key 9x barcoding stimulus are as follows- POlow + PB low= Unstimulated, POlow + PBmid= IC (unstimulated), POlow + PBhigh= 3 hours, POmid + PBlow= 15 minutes, POmid + PBmid= 60 minutes, POmid + PBhigh = 4 hours, POhigh + PBlow = 30 minutes, POhigh + PBmid = 2 hours, and POhigh + PBhigh= IC (stimulated).
Funding: The authors’ research is supported by the EU H2020 contract HarmonicSS (H2020-SC1-2016-RTD/731944), the Broegelmann Foundation, the Western Norway Regional Health Authorities (grant nr. 912065) and the University of Bergen.
Quality control: An optimized multiplex flow cytometry protocol for the analysis of intracellular signaling in peripheral blood mononuclear cells The cytometer was routinely calibrated with BD cytometer setup and tracking beads (BD Biosciences). Stimulated and unstimulated PBMC from a single donor was included in each FC barcoded assay to monitor assay variation.


Experiment variables

Sample Type
· pSS DC744_Barcode_004.fcs · DC751_Barcode_018.fcs · DC752_Barcode_010.fcs · DC756_Barcode_010.fcs · DC758_Barcode_010.fcs · DC759_Barcode_005.fcs · DC763_Barcode_018.fcs · DC765_Barcode_018.fcs · DC769_Barcode_014.fcs · DC773_Barcode_014.fcs · DC775_Barcode_005.fcs · DC800_Barcode_010.fcs · DC805_Barcode_005.fcs · DC811_Barcode_018.fcs · DC817_Barcode_005.fcs · DC818_Barcode_016.fcs · DC820_Barcode_014.fcs · DC822_Barcode_014.fcs · DC828_Barcode_005.fcs · DC829_Barcode_018.fcs · DC833_Barcode_010.fcs · DC840_Barcode_005.fcs · DC841_Barcode_010.fcs · DC846_Barcode_018.fcs · DC855_Barcode_005.fcs · DC744_Panel 1_001.fcs · DC751_Panel 1_015.fcs · DC752_Panel 1_007.fcs · DC756_Panel 1_007.fcs · DC758_Panel 1_007.fcs · DC759_Panel 1_002.fcs · DC763_Panel 1_015.fcs · DC765_Panel 1_015.fcs · DC769_Panel 1_011.fcs · DC773_Panel 1_011.fcs · DC775_Panel 1_002.fcs · DC800_Panel 1_007.fcs · DC805_Panel 1_002.fcs · DC811_Panel 1_015.fcs · DC817_Panel 1_002.fcs · DC818_Panel 1_013.fcs · DC820_Panel 1_011.fcs · DC822_Panel 1_011.fcs · DC828_Panel 1_002.fcs · DC829_Panel 1_015.fcs · DC833_Panel 1_007.fcs · DC840_Panel 1_002.fcs · DC841_Panel 1_007.fcs · DC846_Panel 1_015.fcs · DC855_Panel 1_002.fcs · DC744_Panel 2_002.fcs · DC751_Panel 2_016.fcs · DC752_Panel 2_008.fcs · DC756_Panel 2_008.fcs · DC758_Panel 2_008.fcs · DC759_Panel 2_003.fcs · DC763_Panel 2_016.fcs · DC765_Panel 2_016.fcs · DC769_Panel 2_012.fcs · DC773_Panel 2_012.fcs · DC775_Panel 2_003.fcs · DC800_Panel 2_008.fcs · DC805_Panel 2_003.fcs · DC811_Panel 2_016.fcs · DC817_Panel 2_003.fcs · DC818_Panel 2_014.fcs · DC820_Panel 2_012.fcs · DC822_Panel 2_012.fcs · DC828_Panel 2_003.fcs · DC829_Panel 2_016.fcs · DC833_Panel 2_008.fcs · DC840_Panel 2_003.fcs · DC841_Panel 2_008.fcs · DC846_Panel 2_016.fcs · DC855_Panel 2_003.fcs · DC744_Panel 3_003.fcs · DC751_Panel 3_017.fcs · DC752_Panel 3_009.fcs · DC756_Panel 3_009.fcs · DC758_Panel 3_009.fcs · DC759_Panel 3_004.fcs · DC763_Panel 3_017.fcs · DC765_Panel 3_017.fcs · DC769_Panel 3_013.fcs · DC773_Panel 3_013.fcs · DC775_Panel 3_004.fcs · DC800_Panel 3_009.fcs · DC805_Panel 3_004.fcs · DC811_Panel 3_017.fcs · DC817_Panel 3_004.fcs · DC818_Panel 3_015.fcs · DC820_Panel 3_013.fcs · DC822_Panel 3_013.fcs · DC828_Panel 3_004.fcs · DC829_Panel 3_017.fcs · DC833_Panel 3_009.fcs · DC840_Panel 3_004.fcs · DC841_Panel 3_009.fcs · DC846_Panel 3_017.fcs · DC855_Panel 3_004.fcs
· Healthy donor C001_Barcode_010.fcs · C11_Barcode_014.fcs · C12_Barcode_014.fcs · C16_Barcode_014.fcs · C19_Barcode_014.fcs · C22(2)_Barcode_005.fcs · C23_Barcode_010.fcs · C25_Barcode_018.fcs · C26_Barcode_014.fcs · C28_Barcode_010.fcs · C31_Barcode_014.fcs · C32_Barcode_010.fcs · C39_Barcode_005.fcs · C40_Barcode_020.fcs · C43_Barcode_005.fcs · C45_Barcode_018.fcs · C46_Barcode_018.fcs · C5_Barcode_005.fcs · C6_Barcode_010.fcs · M012_Barcode_010.fcs · M014_Barcode_005.fcs · M015_Barcode_014.fcs · M019_Barcode_018.fcs · M023_Barcode_010.fcs · M024_Barcode_018.fcs · C001_Panel 1_007.fcs · C11_Panel 1_011.fcs · C12_Panel 1_011.fcs · C16_Panel 1_011.fcs · C19_Panel 1_011.fcs · C22(2)_Panel 1_002.fcs · C23_Panel 1_007.fcs · C25_Panel 1_015.fcs · C26_Panel 1_011.fcs · C28_Panel 1_007.fcs · C31_Panel 1_011.fcs · C32_Panel 1_001.fcs · C39_Panel 1_002.fcs · C40_Panel 1_017.fcs · C43_Panel 1_002.fcs · C45_Panel 1_015.fcs · C46_Panel 1_015.fcs · C5_Panel 1_002.fcs · C6_Panel 1_007.fcs · M012_Panel 1_007.fcs · M014_Panel 1_002.fcs · M015_Panel 1_011.fcs · M019_Panel 1_015.fcs · M023_Panel 1_007.fcs · M024_Panel 1_015.fcs · C001_Panel 2_008.fcs · C11_Panel 2_012.fcs · C12_Panel 2_012.fcs · C16_Panel 2_012.fcs · C19_Panel 2_012.fcs · C22(2)_Panel 2_003.fcs · C23_Panel 2_008.fcs · C25_Panel 2_016.fcs · C26_Panel 2_012.fcs · C28_Panel 2_008.fcs · C31_Panel 2_012.fcs · C32_Panel 2_008.fcs · C39_Panel 2_003.fcs · C40_Panel 2_018.fcs · C43_Panel 2_003.fcs · C45_Panel 2_016.fcs · C46_Panel 2_016.fcs · C5_Panel 2_003.fcs · C6_Panel 2_008.fcs · M012_Panel 2_008.fcs · M014_Panel 2_003.fcs · M015_Panel 2_012.fcs · M019_Panel 2_016.fcs · M023_Panel 2_008.fcs · M024_Panel 2_016.fcs · C001_Panel 3_009.fcs · C11_Panel 3_013.fcs · C12_Panel 3_013.fcs · C16_Panel 3_013.fcs · C19_Panel 3_013.fcs · C22(2)_Panel 3_004.fcs · C23_Panel 3_009.fcs · C25_Panel 3_017.fcs · C26_Panel 3_013.fcs · C28_Panel 3_009.fcs · C31_Panel 3_013.fcs · C32_Panel 3_009.fcs · C39_Panel 3_004.fcs · C40_Panel 3_019.fcs · C43_Panel 3_004.fcs · C45_Panel 3_017.fcs · C46_Panel 3_017.fcs · C5_Panel 3_004.fcs · C6_Panel 3_009.fcs · M012_Panel 3_009.fcs · M014_Panel 3_004.fcs · M015_Panel 3_013.fcs · M019_Panel 3_017.fcs · M023_Panel 3_009.fcs · M024_Panel 3_017.fcs

Individuals
· C001 C001_Barcode_010.fcs · C001_Panel 1_007.fcs · C001_Panel 2_008.fcs · C001_Panel 3_009.fcs
· C11 C11_Barcode_014.fcs · C11_Panel 1_011.fcs · C11_Panel 2_012.fcs · C11_Panel 3_013.fcs
· C12 C12_Barcode_014.fcs · C12_Panel 1_011.fcs · C12_Panel 2_012.fcs · C12_Panel 3_013.fcs
· C16 C16_Barcode_014.fcs · C16_Panel 1_011.fcs · C16_Panel 2_012.fcs · C16_Panel 3_013.fcs
· C19 C19_Barcode_014.fcs · C19_Panel 1_011.fcs · C19_Panel 2_012.fcs · C19_Panel 3_013.fcs
· C22(2) C22(2)_Barcode_005.fcs · C22(2)_Panel 1_002.fcs · C22(2)_Panel 2_003.fcs · C22(2)_Panel 3_004.fcs
· C23 C23_Barcode_010.fcs · C23_Panel 1_007.fcs · C23_Panel 2_008.fcs · C23_Panel 3_009.fcs
· C25 C25_Barcode_018.fcs · C25_Panel 1_015.fcs · C25_Panel 2_016.fcs · C25_Panel 3_017.fcs
· C26 C26_Barcode_014.fcs · C26_Panel 1_011.fcs · C26_Panel 2_012.fcs · C26_Panel 3_013.fcs
· C28 C28_Barcode_010.fcs · C28_Panel 1_007.fcs · C28_Panel 2_008.fcs · C28_Panel 3_009.fcs
· C31 C31_Barcode_014.fcs · C31_Panel 1_011.fcs · C31_Panel 2_012.fcs · C31_Panel 3_013.fcs
· C32 C32_Barcode_010.fcs · C32_Panel 1_001.fcs · C32_Panel 2_008.fcs · C32_Panel 3_009.fcs
· C39 C39_Barcode_005.fcs · C39_Panel 1_002.fcs · C39_Panel 2_003.fcs · C39_Panel 3_004.fcs
· C40 C40_Barcode_020.fcs · C40_Panel 1_017.fcs · C40_Panel 2_018.fcs · C40_Panel 3_019.fcs
· C43 C43_Barcode_005.fcs · C43_Panel 1_002.fcs · C43_Panel 2_003.fcs · C43_Panel 3_004.fcs
· C45 C45_Barcode_018.fcs · C45_Panel 1_015.fcs · C45_Panel 2_016.fcs · C45_Panel 3_017.fcs
· C46 C46_Barcode_018.fcs · C46_Panel 1_015.fcs · C46_Panel 2_016.fcs · C46_Panel 3_017.fcs
· C5 C5_Barcode_005.fcs · C5_Panel 1_002.fcs · C5_Panel 2_003.fcs · C5_Panel 3_004.fcs
· C6 C6_Barcode_010.fcs · C6_Panel 1_007.fcs · C6_Panel 2_008.fcs · C6_Panel 3_009.fcs
· DC744 DC744_Barcode_004.fcs · DC744_Panel 1_001.fcs · DC744_Panel 2_002.fcs · DC744_Panel 3_003.fcs
· DC751 DC751_Barcode_018.fcs · DC751_Panel 1_015.fcs · DC751_Panel 2_016.fcs · DC751_Panel 3_017.fcs
· DC752 DC752_Barcode_010.fcs · DC752_Panel 1_007.fcs · DC752_Panel 2_008.fcs · DC752_Panel 3_009.fcs
· DC756 DC756_Barcode_010.fcs · DC756_Panel 1_007.fcs · DC756_Panel 2_008.fcs · DC756_Panel 3_009.fcs
· DC758 DC758_Barcode_010.fcs · DC758_Panel 1_007.fcs · DC758_Panel 2_008.fcs · DC758_Panel 3_009.fcs
· DC759 DC759_Barcode_005.fcs · DC759_Panel 1_002.fcs · DC759_Panel 2_003.fcs · DC759_Panel 3_004.fcs
· DC763 DC763_Barcode_018.fcs · DC763_Panel 1_015.fcs · DC763_Panel 2_016.fcs · DC763_Panel 3_017.fcs
· DC765 DC765_Barcode_018.fcs · DC765_Panel 1_015.fcs · DC765_Panel 2_016.fcs · DC765_Panel 3_017.fcs
· DC769 DC769_Barcode_014.fcs · DC769_Panel 1_011.fcs · DC769_Panel 2_012.fcs · DC769_Panel 3_013.fcs
· DC773 DC773_Barcode_014.fcs · DC773_Panel 1_011.fcs · DC773_Panel 2_012.fcs · DC773_Panel 3_013.fcs
· DC775 DC775_Barcode_005.fcs · DC775_Panel 1_002.fcs · DC775_Panel 2_003.fcs · DC775_Panel 3_004.fcs
· DC800 DC800_Barcode_010.fcs · DC800_Panel 1_007.fcs · DC800_Panel 2_008.fcs · DC800_Panel 3_009.fcs
· DC805 DC805_Barcode_005.fcs · DC805_Panel 1_002.fcs · DC805_Panel 2_003.fcs · DC805_Panel 3_004.fcs
· DC811 DC811_Barcode_018.fcs · DC811_Panel 1_015.fcs · DC811_Panel 2_016.fcs · DC811_Panel 3_017.fcs
· DC817 DC817_Barcode_005.fcs · DC817_Panel 1_002.fcs · DC817_Panel 2_003.fcs · DC817_Panel 3_004.fcs
· DC818 DC818_Barcode_016.fcs · DC818_Panel 1_013.fcs · DC818_Panel 2_014.fcs · DC818_Panel 3_015.fcs
· DC820 DC820_Barcode_014.fcs · DC820_Panel 1_011.fcs · DC820_Panel 2_012.fcs · DC820_Panel 3_013.fcs
· DC822 DC822_Barcode_014.fcs · DC822_Panel 1_011.fcs · DC822_Panel 2_012.fcs · DC822_Panel 3_013.fcs
· DC828 DC828_Barcode_005.fcs · DC828_Panel 1_002.fcs · DC828_Panel 2_003.fcs · DC828_Panel 3_004.fcs
· DC829 DC829_Barcode_018.fcs · DC829_Panel 1_015.fcs · DC829_Panel 2_016.fcs · DC829_Panel 3_017.fcs
· DC833 DC833_Barcode_010.fcs · DC833_Panel 1_007.fcs · DC833_Panel 2_008.fcs · DC833_Panel 3_009.fcs
· DC840 DC840_Barcode_005.fcs · DC840_Panel 1_002.fcs · DC840_Panel 2_003.fcs · DC840_Panel 3_004.fcs
· DC841 DC841_Barcode_010.fcs · DC841_Panel 1_007.fcs · DC841_Panel 2_008.fcs · DC841_Panel 3_009.fcs
· DC846 DC846_Barcode_018.fcs · DC846_Panel 1_015.fcs · DC846_Panel 2_016.fcs · DC846_Panel 3_017.fcs
· DC855 DC855_Barcode_005.fcs · DC855_Panel 1_002.fcs · DC855_Panel 2_003.fcs · DC855_Panel 3_004.fcs
· M012 M012_Barcode_010.fcs · M012_Panel 1_007.fcs · M012_Panel 2_008.fcs · M012_Panel 3_009.fcs
· M014 M014_Barcode_005.fcs · M014_Panel 1_002.fcs · M014_Panel 2_003.fcs · M014_Panel 3_004.fcs
· M015 M015_Barcode_014.fcs · M015_Panel 1_011.fcs · M015_Panel 2_012.fcs · M015_Panel 3_013.fcs
· M019 M019_Barcode_018.fcs · M019_Panel 1_015.fcs · M019_Panel 2_016.fcs · M019_Panel 3_017.fcs
· M023 M023_Barcode_010.fcs · M023_Panel 1_007.fcs · M023_Panel 2_008.fcs · M023_Panel 3_009.fcs
· M024 M024_Barcode_018.fcs · M024_Panel 1_015.fcs · M024_Panel 2_016.fcs · M024_Panel 3_017.fcs

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