Published by Elsevier Inc.
Meta-analysis of microarray-derived data from PACAP-deficient adrenal gland in vivo and PACAP-treated chromaffin cells identifies distinct classes of PACAP-regulated genes
Received 15 February 2007;
Abstract
Initial PACAP-regulated transcriptomes of PACAP-treated cultured chromaffin cells, and the adrenal gland of wild-type versus PACAP-deficient mice, have been assembled using microarray analysis. These were compared to previously acquired PACAP-regulated transcriptome sets from PC12 cells and mouse central nervous system, using the same microarray platform. The Ingenuity Pathways Knowledge Base was then employed to group regulated transcripts into common first and second messenger regulatory clusters. The purpose of our meta-analysis was to identify sets of genes regulated distinctly or in common by the neurotransmitter/neurotrophin PACAP in specific physiological contexts. Results suggest that PACAP participates in both the basal differentiated expression, and the induction upon physiological stimulation, of distinct sets of transcripts in neuronal and endocrine cells. PACAP in both developmental and acute regulatory paradigms acts on target genes also regulated by either TNFα or TGFβ, two first messengers acting on transcription mainly through NFκB and Smads, respectively.
Keywords: Adrenal gland; Bovine chromaffin cells; Btg2; C/EBP; Ier3; Meta-analysis; Microarray; Middle cerebral artery occlusion; Neuroprotection; NFκB; PACAP; PC12; Scmh1; Secretogranin; Smad; TGFβ; TNFα; YWAHZ
Abbreviations: ACh, acetylcholine; BCC, bovine chromaffin cells; BDNF, brain-derived neurotrophic factor; BMAP1/2, Brain Molecular Anatomy Project clone sets 1 and 2; BMPR2, bone morphogenic protein receptor, type II (serine/threonine kinase); Btg2, B-cell translocation gene 2, anti-proliferative; cAMP, 3′-5′-cyclic adenosine monophosphate; cDNA, complementary DNA (deoxyribonucleic acid); CHX, cycloheximide; CNS, central nervous system; DNA, deoxyribonucleic acid; ERK, Extracellular signal-regulated protein kinase; EST, expressed sequence tag; FDR, false discovery rate; GIPO, gene in position order; GSK, glycogen synthase kinase; HUGO, Human Genome Organisation; Jarid1c, jumonji, AT rich interactive domain 1C; mAdb, microArray database; MAG, mouse adrenal gland; MAPK, mitogen-activated protein kinase; MCAO, middle cerebral artery occlusion; mRNA, messenger ribonucleic acid; NFκB, nuclear factor of kappa light chain gene enhancer in B-cells 1, p105; NHGRI, National Human Genome Research Insitute; NIA, National Institute on Aging; NIH, National Institutes of Health; NIMH, National Institute of Mental Health; NINDS, National Institute of Neurological Disorders and Stroke; NPY, neuropeptide tyrosine; OMIM, Online Mendelian Inheritance in Man; PACAP, pituitary adenylate cyclase-activating polypeptide; PBS, phosphate-buffered saline; PC12, rat pheochromocytoma cells; PDF, portable document format; PNMT, phenylethanolamine N-methyltransferase; PNS, peripheral nervous system; RNA, ribonucleic acid; SAM, significance analysis of microarrays; SCMH1, sex comb on midleg homolog 1; Smad, MAD homolog 1; SSH, suppression subtractive hybridization; STAT, signal transducer and activator of transcription; TFGβ, transforming growth factor, beta 1; TH, tyrosine hydroxylase; TNFα, tumor necrosis factor, alpha; VIP, vasoactive intestinal polypeptide; YWHAZ, tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, zeta polypeptide
Article Outline
- 1. Introduction
- 2. Materials and methods
- 2.1. Sources of data for meta-analysis
- 2.2. Extraction of data from published literature
- 2.3. Acquisition of data from mAdb
- 2.3.1. Creation of dataset
- 2.3.2. Group analysis for missing values
- 2.3.3. SAM analysis
- 2.4. Cross comparison of different data sets
- 2.5. Resolution of data obtained from multiple clones for the same gene
- 2.6. Definitions and ontological values of terms used to cross-reference gene sets
- 2.6.1. Clone ID
- 2.6.2. UniGene cluster ID
- 2.6.3. Gene name
- 2.6.4. GenBank accession number
- 2.6.5. LocusLink/GeneID
- 2.7. Network analysis of individual and composite data sets
- 3. Results and discussion
- 3.1. PACAP-responsive transcripts of mouse adrenal gland and bovine chromaffin cells
- 3.2. Meta-analysis of transcripts regulated by PACAP in PC12 cells
- 3.3. Meta-analysis of transcripts regulated by PACAP following middle cerebral artery occlusion
- 3.4. Composite transcriptome changes in MAG, BCC, PC12 and MCAO paradigms of PACAP gene regulation
- Acknowledgements
- Appendix A. Supplementary data
- References






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