TY - JOUR
T1 - Tracking global gene expression responses in T cell differentiation
AU - Simeoni, Oriane
AU - Piras, Vincent
AU - Tomita, Masaru
AU - Selvarajoo, Kumar
N1 - Funding Information:
The authors thank Kentaro Hayashi (Keio) and Stephane Azzopardi (ENSEIRB-MATMECA) for discussions. Funding: Tsuruoka City and JSPS Grants-in-Aid for Scientific Research FX132008K3 (KS) provided financial support.
Publisher Copyright:
© 2015 Elsevier B.V..
PY - 2015/9/15
Y1 - 2015/9/15
N2 - Upon receiving antigens from the innate immune cells, CD4+ T cells differentiate into distinct effector cells. To probe the global responses of distinct effector cells, we analyzed transcriptome-wide expressions of Th1, Th2, Treg and Th17 using Pearson correlation, entropy and principal component analyses, with Th0 as a control. Although the global response of Th0 was quite distinct from Th17, surprisingly, it was highly similar to Th1, Th2 and Treg. Moreover, 8 major temporal groups consisting of 5704 differentially expressed genes were revealed for both Th0 and Th17. Gene functional enrichment analysis showed immune responses and metabolic processes were mainly activated between Th0 and Th17, while genes related to cell cycle and replication were differentially regulated. Moreover, we found the upregulation of several novel genes for Th0 and Th17. Overall, we deduce that Th0 is globally similar to Th1, Th2 and Treg. Our results indicate that Th0 is a differentiated state and, therefore, may not be used as a control cell type.
AB - Upon receiving antigens from the innate immune cells, CD4+ T cells differentiate into distinct effector cells. To probe the global responses of distinct effector cells, we analyzed transcriptome-wide expressions of Th1, Th2, Treg and Th17 using Pearson correlation, entropy and principal component analyses, with Th0 as a control. Although the global response of Th0 was quite distinct from Th17, surprisingly, it was highly similar to Th1, Th2 and Treg. Moreover, 8 major temporal groups consisting of 5704 differentially expressed genes were revealed for both Th0 and Th17. Gene functional enrichment analysis showed immune responses and metabolic processes were mainly activated between Th0 and Th17, while genes related to cell cycle and replication were differentially regulated. Moreover, we found the upregulation of several novel genes for Th0 and Th17. Overall, we deduce that Th0 is globally similar to Th1, Th2 and Treg. Our results indicate that Th0 is a differentiated state and, therefore, may not be used as a control cell type.
KW - Correlation analysis
KW - Entropy
KW - Gene Ontology
KW - Gene expression
KW - Principal component analysis
KW - RNA-seq
KW - T-cell differentiation
KW - Transcriptomics
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U2 - 10.1016/j.gene.2015.05.061
DO - 10.1016/j.gene.2015.05.061
M3 - Article
C2 - 26028587
AN - SCOPUS:84937966214
SN - 0378-1119
VL - 569
SP - 259
EP - 266
JO - Gene
JF - Gene
IS - 2
ER -