<p>The total dataset, consisting of serum levels of 48 cytokines for all normal (n = 26) and GBM (n = 148) samples was randomly divided into two equal halves as training and test set. The training set was subjected to PAM analysis and 18 discriminatory cytokines were identified. This was further validated by PCA and cross validated probability by PAM. Internal validation using SVM and random subset sampling were carried out in the training set. Subsequently, the 18-cytokine signature was validated in the test set as well as in DA <i>vs</i>. normal and AA <i>vs</i>. normal.</p
<p>The estimated cumulative AUCs from SVM analysis are shown to demonstrate the prediction probabili...
Glioblastomas (GBM) are largely incurable as they diffusely infiltrate adjacent brain tissues and ar...
Cytokines are humoral molecules that elicit regulatory function in immunologic pathways. The level a...
<p><b>A.</b> Heat map of supervised one-way hierarchical clustering of 18 PAM-identified cytokines i...
<p><b>A.</b> Heat map of supervised one-way hierarchical clustering of 18 PAM-identified cytokines i...
<p><sup><b>a</b></sup>Cytokine profiling (n = 48) was carried out using bead array method. The level...
Analysis of the GDM subset (n = 124) representing the probability of disorder diagnosis and percenta...
Analysis of the HDP subset (n = 108) representing the probability of disorder diagnosis and percenta...
<p>We report for each cytokine the minimum and maximum values, the 25% and 75% Percentiles, the medi...
<p>The levels of specific chemokines, cytokines or growth factors were determined by using a custom ...
PCA plot shows the cytokine ELISA data from the combination of two different experimental groups TBL...
Serum cytokine profiling was done using serum samples from normal (n=26), GBM (n=148), DA (n=24) and...
<p>Data are given as medians (quartiles) (pg/ml);</p><p>*p<0.05;</p><p>**p<0.01;</p><p>***p<0.001.</...
<p><sup><b>a</b></sup>Sensitivity = (the number of positive samples predicted)/(the number of true p...
Glioblastomas (GBM) are largely incurable as they diffusely infiltrate adjacent brain tissues and ar...
<p>The estimated cumulative AUCs from SVM analysis are shown to demonstrate the prediction probabili...
Glioblastomas (GBM) are largely incurable as they diffusely infiltrate adjacent brain tissues and ar...
Cytokines are humoral molecules that elicit regulatory function in immunologic pathways. The level a...
<p><b>A.</b> Heat map of supervised one-way hierarchical clustering of 18 PAM-identified cytokines i...
<p><b>A.</b> Heat map of supervised one-way hierarchical clustering of 18 PAM-identified cytokines i...
<p><sup><b>a</b></sup>Cytokine profiling (n = 48) was carried out using bead array method. The level...
Analysis of the GDM subset (n = 124) representing the probability of disorder diagnosis and percenta...
Analysis of the HDP subset (n = 108) representing the probability of disorder diagnosis and percenta...
<p>We report for each cytokine the minimum and maximum values, the 25% and 75% Percentiles, the medi...
<p>The levels of specific chemokines, cytokines or growth factors were determined by using a custom ...
PCA plot shows the cytokine ELISA data from the combination of two different experimental groups TBL...
Serum cytokine profiling was done using serum samples from normal (n=26), GBM (n=148), DA (n=24) and...
<p>Data are given as medians (quartiles) (pg/ml);</p><p>*p<0.05;</p><p>**p<0.01;</p><p>***p<0.001.</...
<p><sup><b>a</b></sup>Sensitivity = (the number of positive samples predicted)/(the number of true p...
Glioblastomas (GBM) are largely incurable as they diffusely infiltrate adjacent brain tissues and ar...
<p>The estimated cumulative AUCs from SVM analysis are shown to demonstrate the prediction probabili...
Glioblastomas (GBM) are largely incurable as they diffusely infiltrate adjacent brain tissues and ar...
Cytokines are humoral molecules that elicit regulatory function in immunologic pathways. The level a...