TY - JOUR
T1 - Transcriptional profiles of human epithelial cells in response to heat
T2 - Computational evidence for novel heat shock proteins
AU - Laramie, Jason M.
AU - Chung, T. Philip
AU - Brownstein, Buddy
AU - Stormo, Gary D.
AU - Cobb, J. Perren
PY - 2008/5
Y1 - 2008/5
N2 - We hypothesized that broad-scale expression profiling would provide insight into the regulatory pathways that control gene expression in response to stress and potentially identify novel heat-responsive genes. HEp2 cells, a human malignant epithelial cell line, were heated at 37°C to 43°C for 60 min to gauge the heat shock response, using as a proxy inducible Hsp70 quantified by Western blot analysis. Based on these results, microarray experiments were conducted at 37°C, 40°C, 41°C, 42°C, and 43°C. Using linear modeling, we compared the sets of microarrays at 40°C, 41°C, 42°C, and 43°C with the 37°C baseline temperature and took the union of the genes exhibiting differential gene expression signal to create two sets of "heat shock response" genes, each set reflecting either increased or decreased RNA abundance. Leveraging human and mouse orthologous alignments, we used the two lists of coexpressed genes to predict transcription factor binding sites in silico, including those for heat shock factor (HSF) 1 and HSF2 transcription factors. We discovered HSF1 and HSF2 binding sites in 15 genes not previously associated with the heat shock response. We conclude that microarray experiments coupled with upstream promoter analysis can be used to identify novel genes that respond to heat shock. Additional experiments are required to validate these putative heat shock proteins and facilitate a deeper understanding of the mechanisms involved during the stress response.
AB - We hypothesized that broad-scale expression profiling would provide insight into the regulatory pathways that control gene expression in response to stress and potentially identify novel heat-responsive genes. HEp2 cells, a human malignant epithelial cell line, were heated at 37°C to 43°C for 60 min to gauge the heat shock response, using as a proxy inducible Hsp70 quantified by Western blot analysis. Based on these results, microarray experiments were conducted at 37°C, 40°C, 41°C, 42°C, and 43°C. Using linear modeling, we compared the sets of microarrays at 40°C, 41°C, 42°C, and 43°C with the 37°C baseline temperature and took the union of the genes exhibiting differential gene expression signal to create two sets of "heat shock response" genes, each set reflecting either increased or decreased RNA abundance. Leveraging human and mouse orthologous alignments, we used the two lists of coexpressed genes to predict transcription factor binding sites in silico, including those for heat shock factor (HSF) 1 and HSF2 transcription factors. We discovered HSF1 and HSF2 binding sites in 15 genes not previously associated with the heat shock response. We conclude that microarray experiments coupled with upstream promoter analysis can be used to identify novel genes that respond to heat shock. Additional experiments are required to validate these putative heat shock proteins and facilitate a deeper understanding of the mechanisms involved during the stress response.
KW - Gene expression/
KW - Heat shock
KW - Heat shock proteins
KW - Hep2
KW - Microarray
KW - Stress response
UR - http://www.scopus.com/inward/record.url?scp=42149084332&partnerID=8YFLogxK
U2 - 10.1097/SHK.0b013e318157f33c
DO - 10.1097/SHK.0b013e318157f33c
M3 - Article
C2 - 17885648
AN - SCOPUS:42149084332
SN - 1073-2322
VL - 29
SP - 623
EP - 630
JO - Shock
JF - Shock
IS - 5
ER -