Abstract
Gene expression in the central nervous system is highly region-specific. We tested
the hypothesis that certain developmental biomarkers could be detected in the whole
brain or in cortical, subcortical or cerebellar structures. Brain gene expressions
of male and female rats at birth, 3 days, and 10 days of age were measured by microarray
technique (≈10 K genes; n=9/category). We found 53 significantly up-regulated and
8 down-regulated genes at 10 days of age, relative to birth and 3 days of age. The
whole brain, however, showed no significant sex differences in gene expression patterns
up to 10 days of age. Ten genes with the highest up-regulation, and 5 down-regulated
genes were further confirmed by quantitative real-time PCR (Q-PCR), using the whole
brain, cortices, subcortical structures, and cerebellum. The Q-PCR confirmed genes
are known to be involved in neuronal differentiation, axonal myelination and growth,
neurotransmission and glycolytic pathways. With a few exceptions, the expression levels
of Q-PCR confirmed genes were significantly different in the whole brain, compared
to other regions. In a separate study, we tested the potential utility of the Q-PCR
confirmed genes, as whole brain biomarkers, after a six-hour exposure to hyperoxia
(>98% oxygen breathing) in 10 days old rats. This relatively mild oxidative challenge
created a 3.5-fold increase in the expression of T-cell receptor β Variable 8.3b,
known to have regulatory function during development. We suggest that genes displaying
significant expression in the whole brain, regardless of their origin, could be used
to screen normal brain development in neonatal rat models of experimental neurology.
Key words
brain development - gene expression - gene profiling - microarrays - neonatal rats
References
- 1
Allison DB, Ciu X, Page GP. et al .
Microarray data analysis: from disarray to consolidation and consensus.
Nature Rev.
2006;
7
55-65
- 2
Bonaldo MF, Bair TB, Scheetz TG. et al .
1274 full open reading frames of transcripts expressed in the developing mouse nervous
system.
Genome Res.
2004;
14
2053-2063
- 3
Booth RF, Patel TB, Clark JB.
The development of enzymes of energy metabolism in the brain of a precocial (guinea
pig) and non-precocial (rat) species.
J Neurochem.
1980;
34
17-25
- 4
Brinker M, van Zyl L, Liu W. et al .
Microarray analyses of gene expression during adventitious root development in Pinus
contorta.
Plant Physiol.
2004;
135
1526-1539
- 5
Brosh S, Sperling O, Bromberg Y. et al .
Developmental changes in the activity of enzymes of purine metabolism in rat neonatal
cells in culture and in whole brain.
J Neurochem.
1990;
54
1776-1781
- 6
Chu T, Weir B, Wolfinger R.
A systematic statistical linear modeling approach to oligonucleotide array experiments.
Math Bio Sci.
2002;
176
35-51
- 7
Edelman AM, KimWY, Higgins D. et al .
Doblecortin kinase-2, a novel doublecortin-relatd protein kinase associated with terminal
segments of axons and dendrites.
J Biol Chem.
2005;
280
8531-8543
- 8
Ferreira A, Kao TH, Rapoport M. et al .
Synapsin III: developmen-tal expression, subcellular localization, and role in axon
formation.
J Neurosci.
2000;
20
3736-3744
- 9
Francis F, Koulakoff A, Boucher D. et al .
Doublecortin is a developmentally regulated, microtubule-associated protein expressed
in migrating and differentiating neurons.
Neuron.
1999;
23
247-256
- 10
Gow A, Southwood CM, Li JS. et al .
CNS myelin and Sertoli cell tight junction strands are absent in OSP/claudin-11 null
mice.
Cell.
1999;
99
649-659
- 11
Gu X, El-Remessy AB, Brooks SE. et al .
Hyperoxia induces retinal vascular endothelial cell apoptosis through formation of
peroxynitrite.
Am J Physiol Cell Physiol.
2003;
285
C546-C554
- 12
Hedtjarn M, Mallard C, Eklind S. et al .
Global gene expression in the immature brain after hypoxia-ischemia.
J Cereb Blood Flow Metab.
2004;
24
1317-1332
- 13
Hubner N, Wallace CA, Zimdahl H. et al .
Integrated transcriptional profiling and linkage analysis for identification of genes
underlying disease.
Nat Genetics.
2005;
37
243-253
- 14
Jenkins SM, Bennett V.
Developing nodes of Ranvier are defined by ankyrin-G clustering and are independent
of paranodal axoglial adheision.
Proc Natl Acad Sci.
2000;
99
2303-2308
- 15
Kagami Y, Furuichi T.
Investigation of differentially expressed genes during the development of mouse cerebellum.
Brain Res Gene Expr Patterns.
2001;
1
39-59
- 16
Kurnik RT.
Rotation algorithm for determining cycle threshold in Real-Time Polymerase Chain Reactions.
Conf Proc IEEE Eng Med Biol Soc.
2007;
2007
1977-1980
- 17
Lackmann GM, Tollner U.
The predictive value of elevation in specific serum enzymes for subsequent development
of hypoxic-ischemic encephalopathy for intraventricular hemorrhage in full-term and
premature asphyxiated newborns.
Neuropediatrics.
1995;
26
192-198
- 18
Lander AD, Stipp CS, Ivins JK.
The glypican of heparin sulfate proteoglycans: major cell-surface proteoglycans of
the developing nervous system.
Perspect Dev Neirobiol.
1996;
3
347-358
- 19
Levin M, Tuil D, Uzan G. et al .
Expression of the transferrin gene during development of non-hepatic tissues: high
level of transferrin in mRNA in fetal muscle and adult brain.
Biochem Biophys Res Commun.
1984;
122
212-217
- 20
Lombet A, Planque N, Bleau AM. et al .
CCN3 and calcium signaling.
Cell Commun Signal.
2003;
1
1
- 21
MacClatchy DB, Liao L, Park SK. et al .
Quantification of synaptosomal proteom of the rat cerebellum during post-natal development.
Genome Res.
2007;
17
1378-1388
- 22
Matoba R, Kato K, Kurooka C. et al .
Correlation between gene functions and developmental expression patterns in the mouse
cerebellum.
Eur J Neurosci.
2000;
12
1357-1371
- 23
Matsuki T, Hori G, Furuichi T.
Gene expression profiling during embryonic development of mouse brain using an oligonucleotide-based
microarray system.
Br Res Mol Br Res.
2005;
136
231-254
- 24
Mody M, Cao Y, Cui Z. et al .
Genome-wide gene expression profiles of the developing mouse hippocampus.
Proc Natl Acad Sci USA.
2001;
98
8862-8867
- 25
Porton B, Ferreira A, DeLisi LE. et al .
A rare polymorphism affects a mitogen-activated protein kinase site in synapsin III:
possible relationship to schizopherenia.
Biol Psychiatry.
2004;
55
118-125
- 26
Raab-Graham KF, Haddick PC, Jan YN. et al .
Activity- and mTOR-dependent suppression of Kv1.1 channel mRNA translation in dendrites.
Sci.
2006;
314
144-148
- 27
Rudolf D, Tafuri A, Gass P. et al .
Impaired fetal T cell development and perinatal lethality in mice lacking the cAMP
response element binding protein.
Proc Natl Acad Sci USA.
1998;
95
4481-4486
- 28
Saito S, Matoba R, Ueno N. et al .
Comparison of gene expression profiling during postnatal development of mouse dentate
gyrus and cerebellum.
Physiol Genomics.
2002;
8
131-137
- 29
Salis C, Setton CP, Soto EF. et al .
The mRNA of transferrin is expressed in Schwann cells during their maturation and
after nerve injury.
Exp Neurol.
2007;
207
85-94
- 30
Shibutani M, Lee KY, Igarashi K. et al .
Hypothalamus region specific global gene expression profiling in early stages of cerebral
endocrine disruption in rat neonates injected with estradiol benzoate or flutamide.
Dev Neurobiol.
2007;
67
253-269
- 31
Shin DH, Kim S, Lee WJ. et al .
Spatial and temporal expression of UDP-galactose ceramide galactosyl transferase mRNA
during rat brain development.
Anat Embryol (Berl).
1999;
200
193-201
- 32
Solberg R, Andersen JH, Escrig R. et al .
Resuscitation of hypoxic newborn piglets with oxygen induces a dose-dependent increase
in markers of oxidation.
Pediatr Res.
2007;
62
559-563
- 33
Stead JD, Neal C, Meng F. et al .
Transcriptional profiling of the developing rat brain reveals that the most dramatic
regional differentia-tion in gene expression occurs postpartum.
J Neurosci.
2006;
26
345-353
- 34
Stipp CS, Litwack ED, Lander AD.
Cerebroglycan: an integral membrane heparin sulfate proteoglycan that is unique to
the developing nervous system and expressed specifically during neuronal differentiation.
J Cell Biol.
1994;
24
149-160
- 35
Syken J, Shatz CJ.
Expression of T cell receptor beta locus in central nervous system neurons.
Proc Natl Acad Sci USA.
2003;
100
13048-13053
- 36
Toronen P.
Selection of informative clusters from hierarchical cluster tree with gene classes.
BMC Bioinformatics.
2004;
5
32-47
- 37
Traka M, Dupree JL, Popko B. et al .
The neuronal adhesion protein TAG-1 is expressed by Schwann cells and oligodendrocytes
and is localized to the juxta paranodal region of myelinated fibers.
J Neurosci.
2002;
22
3016-3024
- 38
Vourc’h P, Dessay S, Mbark O. et al .
The oligodendrocyte myelin glycoprotein gene is highly expressed during the late stages
of myelination in the rat central nervous system.
Brain Res Dev Brain Res.
2003;
144
159-168
- 39
West JR.
Use of pup in a cup model to study brain development.
J Nutr.
1993;
123
((2 Suppl))
382-385
- 40
Williams SH, Sutherland M.
Abbreviated action potential kinetics in a mouse model of potassium channel over expression
during hippocampal development.
Cell Mol Neurobiol.
2004;
24
423-441
- 41
Wong HR, Shanley TP, Sakthivel B. et al .
Genome-level expression profiles in pediatric septic shock indicate a role for altered
zinc homeostasis in poor outcome.
Physiol Genomics.
2007;
30
146-155
Correspondence
Prof. D. TorbatiPhD
Division of Critical Care Medicine
Miami Children's Hospital
Miami
FL 33155
USA
Phone: +1/305/663 85 26
Fax: +1/305/663 05 30
Email: Dan.Torbati@MCH.Com