<p>(A) Decision tree analysis was carried out to identify root attributes [Ellipses] for phenotypic/functional (P&F) biomarkers amongst NV(day0)&PV(year10-11) [white rectangle] and PV(day30-45)&PV(year1-9) [black rectangle], considered biomarkers to discriminate unprotected from protected subjects. Leave-one-out-cross-validation analysis (LOOCV) was employed to minimize biased performance estimates by using all data set for decision tree model fitting. EMCD8 and IL-5CD4 were selected as major phenotypic and functional 17DD-YF Memory-related biomarkers, respectively. (B) Heatmaps were built, taking the mean index of the top-two phenotypic/functional biomarkers (EMCD8 & IL-5CD4) and demonstrating the proportion (%) of volunteers ranging from ...
<p>Five healthy children received a combination vaccine against diphtheria, tetanus, acellular pertu...
<p>Systems biology has the potential to identify gene signatures associated with vaccine immunogenic...
<p>The diagrams highlight each leukocyte subsets with distinct tags as they display low (white recta...
<p>The phenotypic/functional biomarker signatures were built taking the proportion of subjects above...
<p>The memory-related biomarker signatures were constructed using the proportion of subjects above t...
<div><p>In this investigation, machine-enhanced techniques were applied to bring about scientific in...
In this investigation, machine-enhanced techniques were applied to bring about scientific insights t...
<p>Correlation analyses were performed to validate the time-dependent decline in (A) neutralizing an...
<p>(A) Analysis of the memory phenotype of CD4 T-cells that express any cytokine (IFN-γ, IL-2 or TNF...
A major challenge in vaccinology is to prospectively determine vaccine efficacy. Here we have used a...
Memory differentiation state was based on CD45RO versus CCR7 expression to distinguish between naïve...
There is an urgent need for pre-clinical and clinical biomarkers predictive of vaccine immunogenicit...
Progression of HIV infection is variable among individuals, and definition disease progression bioma...
<p>Frozen and thawed PBMCs from 6 months (6m), and 1 (1y) and 2 (2y) years after the last vaccine ad...
Background. The live attenuated yellow fever (YF) vaccines have been available for decades and are c...
<p>Five healthy children received a combination vaccine against diphtheria, tetanus, acellular pertu...
<p>Systems biology has the potential to identify gene signatures associated with vaccine immunogenic...
<p>The diagrams highlight each leukocyte subsets with distinct tags as they display low (white recta...
<p>The phenotypic/functional biomarker signatures were built taking the proportion of subjects above...
<p>The memory-related biomarker signatures were constructed using the proportion of subjects above t...
<div><p>In this investigation, machine-enhanced techniques were applied to bring about scientific in...
In this investigation, machine-enhanced techniques were applied to bring about scientific insights t...
<p>Correlation analyses were performed to validate the time-dependent decline in (A) neutralizing an...
<p>(A) Analysis of the memory phenotype of CD4 T-cells that express any cytokine (IFN-γ, IL-2 or TNF...
A major challenge in vaccinology is to prospectively determine vaccine efficacy. Here we have used a...
Memory differentiation state was based on CD45RO versus CCR7 expression to distinguish between naïve...
There is an urgent need for pre-clinical and clinical biomarkers predictive of vaccine immunogenicit...
Progression of HIV infection is variable among individuals, and definition disease progression bioma...
<p>Frozen and thawed PBMCs from 6 months (6m), and 1 (1y) and 2 (2y) years after the last vaccine ad...
Background. The live attenuated yellow fever (YF) vaccines have been available for decades and are c...
<p>Five healthy children received a combination vaccine against diphtheria, tetanus, acellular pertu...
<p>Systems biology has the potential to identify gene signatures associated with vaccine immunogenic...
<p>The diagrams highlight each leukocyte subsets with distinct tags as they display low (white recta...