ROC Curves for the Statistical Analysis of Microarray Data

2019 ◽  
pp. 245-253 ◽  
Author(s):  
Ricardo Cao ◽  
Ignacio López-de-Ullibarri
Keyword(s):  
Statistical Analysis ◽  
Microarray Data ◽  
Roc Curves

scholarly journals MIDAW: a web tool for statistical analysis of microarray data

2005 ◽  
Vol 33 (Web Server) ◽  
pp. W644-W649 ◽  
Author(s):  
C. Romualdi ◽  
N. Vitulo ◽  
M. D. Favero ◽  
G. Lanfranchi
Keyword(s):  
Statistical Analysis ◽  
Microarray Data ◽  
Web Tool

Statistical Analysis of Microarray Data

2019 ◽  
pp. 87-121 ◽  
Author(s):  
Ricardo Gonzalo Sanz ◽  
Alex Sánchez-Pla
Keyword(s):  
Statistical Analysis ◽  
Microarray Data

Changes in the expression pattern of DUSP1-7 and miRNA regulating their expression in the keratinocytes treated with LPS and adalimumab

2021 ◽  
Vol 22 ◽  
Author(s):  
Beniamin Oskar Grabarek ◽  
Maciej Dąbala ◽  
Tomasz Kasela ◽  
Marcin Gralewski ◽  
Dorian Gładysz
Keyword(s):  
Molecular Markers ◽  
Statistical Analysis ◽  
Expression Pattern ◽  
Microarray Data ◽  
Transcriptome Analysis ◽  
Protein Phosphatase ◽  
Psoriatic Skin ◽  
Human Keratinocyte ◽  
Psoriasis Therapy ◽  
Skin Biopsies

Background: Increased levels of phosphorylated ERK and p38 MAPK proteins have been observed in psoriatic skin biopsies compared to controls, which may be associated with an impaired expression pattern of dual activity protein phosphatase (DUSP). Objective: The purpose of this study was to assess changes in the expression profile of mRNA DUSP 1-7 and miRNA regulating their expression in human keratinocyte cells (HaCaT) had exposed to the liposaccharide A (LPS). Methods: HaCaT was exposed to 1 µg/ml LPS and next adalimumab by 2,8,24h compared to untreated cells. The microarray method was used to analyze expression pattern of mRNAs, miRNAs, and ELISA to evaluate changes in the level of the proteins. RTqPCR was used to validate the microarray data. Transcriptome Analysis Console and Statistica Software 13 PL were used in statistical analysis (p<0.05). Results: The highest changes in expression was observed for DUSP2 (FC +11.12) and DUSP5 (FC +5.53) in HaCaT culture after 2 hours exposition on adalimumab. It was observed that miR-1275 (FC -2.39) and miR-34a (FC +6.52) might regulate level of DUSP2, and miR-27a (FC +3.55), miR-27b (FC +2.87) are involved in DUSP5 expression. Conclusion: The results obtained suggest that DUSP2 and DUSP5 may be considered as complementary molecular markers in the diagnosis and monitoring of the effectiveness of psoriasis therapy. It was confirmed that hsa-miR-34a, hsa-miR-1275, hsa-miR-3188, hsa-miR-382, hsa-miR-27a, hsa-miR-27b, hsa-miR-16 have the highest influence on the expression pattern of DUSP1-7.

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