ISTITUTO SPERIMENTALE PER LA CEREALICOLTURA,
VIA STEZZANO 24, 24126 BERGAMO, ITALY
Transcriptome
analysis of opaque2 and opaque7 mutants in maize endosperm
Pirona, R, Hartings, H, Rossi,V, Motto, M
In maize, the zein
synthesizing system is particularly adapted for the study of the regulating
mechanisms of plant genes because i) its expression is restricted to a specific
tissues and stage during seed development and ii) for the availability of
mutants useful in dissecting the regulatory processes taking place in the
developing seed. (Pirona et al., Maydica 50:515-530, 2005). Studies on genetic
mutations that affect the accumulation of different zeins have demonstrated the
existence of several regulatory signals controlling the expression of specific
members of the zein family which confer an opaque phenotype to the endosperm
(Motto et al., pp: 479-522, In: Larkins, BA, Vasil, 1K (Eds), Cellular and
Molecular Biology of Plant Seed Development, Kluver Acad. Publ., The
Netherland, 1997). For example, the recessive mutation opaque2 (o2) and
opaque7(o7) induces
a specific decrease in accumulation of 22 and 19-kD alpha-zeins, respectively,
while the opaque15 (o15) mutation exerts its effect primarily on the 27-kD gamma zeins. The
recessive mutation opaque6 (o6) and the dominant or semi-dominant mutations Floury (Fl2), Defective endosperm *B30
(De*B30), and Mucronate
(Mc) cause a more
general reduction in accumulation of all zein classes.
The 02 mutation has been widely studied at
molecular, genetic, and biochemicai levels (see Pirona et al., 2005). The
product of the 02
gene is a basic leucine zipper (bZiP) transcriptionai regulator that is
specifically expressed in the endosperm and activates the expression of 22 kDa
alpha-zein and 15 kDa gamma-zein, together with the B-32 gene, encoding an endosperm specific
ribosome nactivating protein. Other possible direct or indirect target genes of
the 02 factor
have been shown to belong to various metabolic pathways, suggesting that 02 may play an important role in the
developing grain, as a coordinator of the expression of storage protein, and
nitrogen and carbon metabolism genes.
In recent years, the
development of extensive maize cDNA libraries, along with computer software to
systematically characterize them, has made it possible to analyze gene
expression in developing maize endosperm more thoroughly. Accordingly, we have
used cDNA microarray technology to investigate the transcription profiles and
differential gene expression of maize endosperm from two different opaque
mutants (o2 and o7) and in double mutant combination (o2o7).
Microarrays were
assembled using clones obtained from the EC ZeaStar project ( Edwards et al.,
unpublished results). Briefly, 20 part-normalized cDNA libraries were prepared
from tissues covering 5 key stages in both endosperm and kernel development.
Approximately 20,000 ESTs were sequenced, aligned, assembled into contigs using
a similarity score of 80%, and annotated using BLASTA and TBLASTN software.
Contigs and singleton cDNAs were used to construct a unigene set of 8,950
sequences. EST sequences were analyzed with the BLAST2GO software
(http://www.blast2go.de). First, homology searches using public domain
non-redundant databases were performed and identified significantly homologous
sequences for 48.4% of the ESTs considered. These ESTs represented 3,090 single
hit (71.3%) and 1,240 multiple hit sequences. Subsequently, an attempt was made
to associate biological functions to each of the ESTs showing sequence homology
using the gene ontology (http://www.geneontology.org) and KEGG databases
(http://www.genome.jp/kegg). Approximately 85% of the ESTs analyzed could be
associated with GO database entries. The results of this analysis permitted to
divide the mentioned ESTs into 24 functional group total of 7,250 clones were
spotted in duplicate.
Microarray slides
containing the entire Zeastar unigene set were hybridized with probes derived
from endosperm tissue harvested 15 days after pollination (DAP) and derived
from the A69Ywt,
A69Yo2, A69Yo7, and A69Yo2o7 isogenic lines. To reduce
hybridization artefacts, all probes were labelled both with Cy3 and with Cy5
and used in dye-swapping experiments on series of three independent slides. The
expression data obtained were assayed for consistency by performing T-tests at
95% confidence levels.
All microarray
experiments were performed in triplicate using dye swapping, hence giving rise
to 12 independent measurements for each EST, considering the presence of
duplicate spots on each slide. Raw measurements of spot fluorescence
intensities were collected from hybridized slides using a Genepix 4100A scanner
and Genepix Pro4 software (Axon Instruments, Union, CA). Subsequently, the
obtained spot values were corrected for background fluorescence and analyzed
using the Vector Xpression3 software (Informax, Frederick, MD). The data were
log2 transformed and normalized by equalizing the mean intensity of each
channel to 1. To verify reproducibility between spots and between channels, T
tests were performed applying a 95% confidence threshold and allowing to remove
inconsistent hybridization results. Ratios between wild type and mutant
expression levels were calculated and ESTs exhibiting ratios below 0.5 or over
2 were selected for further analysis.
Average signal values
derived from the four probes used were graphed using a logarithmic scale. The
graphical representations clearly showed the prevalence of genes showing
distinct expression patterns in the A69Ywt and A69Yo2 genotypes. Conversely, the A69Ywt and A69Yo7 genotypes show less evident
differences in expression levels. The A69Yo2o7 double mutant exhibits differences in
expression patterns resembling those obtained for the A69Yo2 genotype. A plot of A69Yo2 vs. A69Yo7 expression levels showed the
cumulative effect of both genotypes revealing a high number of genes with
distinct expression patterns.
Consistently
performing spots in T-tests were selected and used to calculate wtlmutant
expression ratios. Among the ESTs considered, 17,1% exhibited a down-regulated
expression profile. The o2 mutation could be associated with 649 down regulated ESTs, 508
down-regulated ESTs were identified in
A69Yo7 background,
whereas 759 ESTs showed a reduced expression pattern in Ô A69Yo2o7. Up-regulated expression profiles were found for 3.23% of the
ESTs considered. One hundred and thirteen up-regulated ESTs were identified in
the A69Yo2, 26
in the A69Yo7,
and 86 in an A69Yo2o7 backgrounds, respectively. Among the ESTs identified, 36.7% exhibited
relevant homology with sequences deposited in public databases and could be
univocally associated with known biological processes related to amino acid and
carbohydrate metabolism, signal transduction, protein turnover, transport, and
protein folding. In addition, three transcription factors different from O2 appear down-regulated. Collectively,
the results may provide a framework for investigating a common mechanism that
underlines the o2
and o7 kernel
phenotypes.