2020
DOI: 10.2147/jir.s253255
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<p>CytokineExplore: An Online Tool for Statistical Analysis of Cytokine Concentration Datasets</p>

Abstract: Purpose: Cytokine data sets are increasing both in the number of different cytokines measured and the number of samples assayed. Further, typically data from different groups may be contrasted, eg, normal vs complication subjects. Many univariate and multivariate statistical techniques exist to study such cytokine datasets, but the ability to implement these techniques may be lacking for some practitioners, or may not be available quickly and conveniently. Here, we introduce CytokineExplore, an online tool for… Show more

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Cited by 6 publications
(4 citation statements)
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“…In physiological state, the control of cytokines and chemokines production include an intricate of regulatory mechanism, with an inhibitory feedback and synergic actions to guarantee the balance of mediators levels, non-inflammatory status , and tissue homeostasis ( 25 , 26 ).…”
Section: Discussionmentioning
confidence: 99%
“…In physiological state, the control of cytokines and chemokines production include an intricate of regulatory mechanism, with an inhibitory feedback and synergic actions to guarantee the balance of mediators levels, non-inflammatory status , and tissue homeostasis ( 25 , 26 ).…”
Section: Discussionmentioning
confidence: 99%
“…We investigated the production of 47 cytokines in conditioned media of natural bone marrow CD71+ erythroid cells and induced CD71+ erythroid cells. Partial least squares discriminant analysis (PLS-DA) and an importance plot of variables for two groups [20] were employed to identify differences in the production of cytokines between the two groups of CD71+ erythroid cells under study. Partial Least Squares Discriminant Analysis (PLSDA) makes a graph showing the projection multi-cytokine data on only two axes/components.…”
Section: Analysis Of Cytokine Production By Natural and Induced Cd71+...mentioning
confidence: 99%
“…Продукция цитокинов в культуральных средах эритробластов была исследована с помощью панели Bio-Plex Pro™ Human Cytokine Screening, 48-Plex (Bio-Rad Laboratories, США). Для выявления различий между продукцией цито кинов двумя группами эритробластов были использова ны PLSD-анализ (частичный дискриминантный анализ ме тодом наименьших квадратов) и график важности пере менных при анализе двух групп, PCA (принцип главных компонент) -при анализе трёх и более групп [13]. Было показано, что точки данных, соответствующие исследуе мым типам эритробластов, перекрываются, что говорит…”
Section: анализ продукции цитокиновunclassified