TY - JOUR
T1 - Identification of biomarkers to measure HIV-specific mucosal and systemic CD8+ T-cell immunity using single cell Fluidigm 48.48 Dynamic arrays
AU - Trivedi, Shubhanshi
AU - Neeman, Teresa
AU - Jackson, Ronald J.
AU - Ranasinghe, Roshanka
AU - Jack, Cameron
AU - Ranasinghe, Charani
N1 - Publisher Copyright:
© 2015 The Authors.
PY - 2015/12/16
Y1 - 2015/12/16
N2 - Thirty genes composed of cytokines, chemokines, granzymes, perforin and integrins were evaluated in gut and splenic KdGag197-205-specific single CD8+ T cells using Fluidigm 48.48 Dynamic arrays, with the aim of identifying biomarkers to predict effective mucosal and systemic vaccine efficacy. The mRNA expression profiles were analyzed in three ways: (i) the "number" of KdGag197-205-specific CD8+ T cells expressing the biomarker, (ii) "level" of mRNA expression using principal component analysis (PCA) and (iii) poly-functionality in relation to RANTES expression. In total, 21 genes were found to be differentially expressed between the vaccine groups and the immune compartments tested. Overall, the PCA indicated that IL-13Rα2 or IL-4R antagonist adjuvanted vaccines that previously induced high-avidity mucosal/systemic CD8+ T cells with better protective efficacy, the "level" of mRNA expression, specifically RANTES, MIP-1β, and integrin α4 in gut KdGag197-205-specific single CD8+ T cells, were significantly elevated compared to unadjuvanted vaccine. Furthermore, significantly elevated granzymes/perforin levels were detected in IL-13-/- mice given the unadjuvanted vaccine, indicating that the degree of IL-13 inhibition (total, transient or no inhibition) can considerably alter the level of T-cell activity/poly-functionality. When splenic- and gut-KdGag197-205-specific CD8+ T cells were compared, PC1 vs. PC2 scores revealed that not only RANTES, MIP-1β, and integrin α4 mRNA, but also perforin, granzymes A/B, and integrins β1 and β2 mRNA were elevated in spleen. Collectively, data suggest that RANTES, MIP-1β, perforin, and integrins α4, β1 and β7 mRNA in single HIV-specific CD8+ T cells could be used as a measure of effective mucosal and systemic vaccine efficacy.
AB - Thirty genes composed of cytokines, chemokines, granzymes, perforin and integrins were evaluated in gut and splenic KdGag197-205-specific single CD8+ T cells using Fluidigm 48.48 Dynamic arrays, with the aim of identifying biomarkers to predict effective mucosal and systemic vaccine efficacy. The mRNA expression profiles were analyzed in three ways: (i) the "number" of KdGag197-205-specific CD8+ T cells expressing the biomarker, (ii) "level" of mRNA expression using principal component analysis (PCA) and (iii) poly-functionality in relation to RANTES expression. In total, 21 genes were found to be differentially expressed between the vaccine groups and the immune compartments tested. Overall, the PCA indicated that IL-13Rα2 or IL-4R antagonist adjuvanted vaccines that previously induced high-avidity mucosal/systemic CD8+ T cells with better protective efficacy, the "level" of mRNA expression, specifically RANTES, MIP-1β, and integrin α4 in gut KdGag197-205-specific single CD8+ T cells, were significantly elevated compared to unadjuvanted vaccine. Furthermore, significantly elevated granzymes/perforin levels were detected in IL-13-/- mice given the unadjuvanted vaccine, indicating that the degree of IL-13 inhibition (total, transient or no inhibition) can considerably alter the level of T-cell activity/poly-functionality. When splenic- and gut-KdGag197-205-specific CD8+ T cells were compared, PC1 vs. PC2 scores revealed that not only RANTES, MIP-1β, and integrin α4 mRNA, but also perforin, granzymes A/B, and integrins β1 and β2 mRNA were elevated in spleen. Collectively, data suggest that RANTES, MIP-1β, perforin, and integrins α4, β1 and β7 mRNA in single HIV-specific CD8+ T cells could be used as a measure of effective mucosal and systemic vaccine efficacy.
KW - Chemokines
KW - HIV vaccines
KW - IL-13Rα2/IL-4R antagonist adjuvants
KW - Integrins
KW - Mucosal biomarkers
KW - Perforin
KW - Single cell analysis
UR - http://www.scopus.com/inward/record.url?scp=84955341899&partnerID=8YFLogxK
U2 - 10.1016/j.vaccine.2015.10.085
DO - 10.1016/j.vaccine.2015.10.085
M3 - Article
SN - 0264-410X
VL - 33
SP - 7315
EP - 7327
JO - Vaccine
JF - Vaccine
IS - 51
ER -