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Saga Research Institute, Otsuka Pharmaceutical Company, Higashi-sefuri, Kanzaki, Saga, 842-0195, Japan
1Correspondence: Human Genomics Laboratory, Pennington Biomedical Research Center, Louisiana State University, 6400 Perkins Rd., Baton Rouge, LA 70808, USA. E-mail: StAmandJ{at}pbrc.edu
| ABSTRACT |
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Key Words: muscle atrophy mRNA serial analysis of gene expression (SAGE) sarcopenia gene regulation
| INTRODUCTION |
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However, the components of skeletal muscle have never been
characterized simultaneously and globally. The molecular mechanisms
responsible for muscle loss and sarcopenia are also poorly understood
because of the limitations of the techniques available. Most of current
biochemistry and molecular biology techniques only allow the
characterization of known proteins (7
8
9)
. However, less
than half of the
80,000 genes and proteins constituting the human
body are known (10)
. Genetic studies have improved the
knowledge of pathophysiology and have led to the discovery of genes
(11
12
13
14
15
16)
. However, the efficiency of identifying the genes
related to complex diseases is still low because the current methods
could not investigate quantitatively, simultaneously, globally, and
differentially the expression of all genes to proteins.
Recently, a powerful strategy known as the serial analysis of gene
expression (SAGE) has been developed to accurately measure the
expression of thousands of genes, previously known or not, and to find
the genes related to a disease or the effects of stimuli
(17
18
19
20)
. The SAGE strategy uses many genetic-engineering
techniques to isolate short expressed sequence tags (EST) specific for
each transcript and to ligate them into long concatemers. Sequencing of
cloned concatemers indicates the relative level of expression for each
gene matched to the tag. Thus, in an attempt to characterize the
most-expressed genes in skeletal muscle and to understand the molecular
basis of sarcopenia, as well as to elucidate the regulatory mechanisms
controlling muscle atrophy, we have used the SAGE strategy to
characterize the skeletal muscle of control leg compared to immobilized
leg in rat.
| MATERIALS AND METHODS |
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Global gene expression profile
The SAGE method was performed to quantify the global gene
expression profile according to the strategy described by Velculescu et
al. (18
, 19)
and the modification of Kenzelmann and
Muhlemann (17)
, as well as some other optimizations.
Polyadenylated RNA was purified with mRNA direct kit (Dynal, Oslo,
Norway) from pooled gastrocnemius muscles of immobilized or control
legs to eliminate any individual variation and to extract sufficient
quantities of mRNA. After the annealing of
biotin-5'T18-3' primer, the mRNA was converted to
cDNA with Life Technologies (Rockville, Md.) synthesis kit and cleaved
with NlaIII. The 3' restriction fragment was isolated with
streptavidin-coated magnetic beads (Dynal) and ligated to one of two
annealed linker pairs. After extensive washing to remove unligated
linkers, adjacent tags were released from the magnetic beads by
cleavage with BsmFI. The blunting kit of Takara shuzo (Otsu,
Japan) was used for the blunting and ligation of tags because both
reactions could be performed consecutively without phenol chloroform
extraction and precipitation of short tags. The produced ditags were
amplified by shortened PCR with an initial denaturation step of 1 min
at 95°C, followed by 22 cycles consisting of 20 s at 94°C,
20 s at 60°C, and 2 s at 72°C using longer primers
5'-GGATTTGCTGGTGCAGTACAACTAGGC-3' and 5'CTGCTCGAATTCAAGCTTCTAACGATG-3'.
The PCR products were analyzed by polyacrylamide gel electrophoresis
(PAGE) and digested with NlaIII. The band containing the
ditags was excised and self-ligated to produce long concatemers. The
concatemers ranging from 500 bp to 2 kb were isolated by agarose gel
and extracted with GeneClean Spin (BIO 101, CEDEX, France). These
products were cloned into SphI site of pUC19. White colonies
were screened by PCR to select long inserts for automated sequencing.
To identify the genes, the sequences of 15-bp SAGE tags
(NlaIII site plus the adjacent 11 bp) were matched with
GenBank database.
| RESULTS |
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-tropomyosin; and phosphoglycerate mutase,
whereas the relative frequencies of cytochrome b, ATPase
subunit 6, lens epithelial protein, aldolase A, ß-tropomyosin, and
parvalbumin transcripts were between 1 and 0.5%. The tags expressed at
>0.5% had a similar pattern of expression in control and immobilized
legs.
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Differential gene expression after immobilization
Among >2,400 specific transcripts identified by >4,500
tags in total, 40 specific transcripts showed a more than threefold
differential expression between control and immobilized muscle.
Table 2
shows the components of protein metabolism differentially expressed in
control and immobilized gastrocnemius muscle. Polyubiquitin transcript,
which is involved in proteolysis, was increased from one tag in control
leg to five tags in immobilized leg, giving a ratio of fivefold
up-regulation. In contrast, the gene expression of elongation factor-2
(EF2), which is necessary for peptide elongation, was decreased in
immobilized leg. The ribosomal protein L22 had its gene expression
decreased after the immobilization, whereas six other ribosomal
proteins were up-regulated.
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Table 3
presents the components of the contractile apparatus and energy
metabolism differentially expressed in control and immobilized
gastrocnemius muscle. In the contractile apparatus, the genes coding
for myosin heavy chain (MHC) 2B and fast-type myosin-binding protein C
were more expressed in immobilized leg than in control leg, whereas
nebulin was down-regulated. Among the genes involved in the energy
metabolism, ATPase, cytochrome c oxidase, NADH
dehydrogenase, mitochondrial phosphoprotein MIPP65, and protein
phosphatase 1 were all down-regulated, whereas the subunit
of
ATPase and heart subunit VIa of cytochrome c oxidase were
up-regulated.
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The level of gene expression in many other types of proteins were also
differentially regulated, as shown in Table 4
. The gene expression of selenoprotein W, neuroendocrine-specific
protein-like 1, high-density lipoprotein (HDL)-binding protein, cyclin
G, and up stream of N-ras (unr) were decreased after immobilization. On
the other hand, uroporphyrinogen decarboxylase and p35srj were
up-regulated.
|
When the tag sequence did not match with the genes in the rat
nonredundant (nr) data bank of GenBank, we attempted to match them with
the EST data bank, as shown in Table 5
. Thus, eight up-regulated tags and one down-regulated tag have matched
with previously detected but not characterized genes. These EST with
usual length of 500 bp were not homologous to any rat, mouse, or human
genes. The sequence tag that matched with the EST no. AA819140 was the
tag that showed the highest differential expression of 10-fold increase
in immobilized muscle. Because the SAGE method can detect all the genes
expressed in a cell, even if they have not been previously cloned,
three down-regulated tags did not match with any previously reported
genes contained in the rat and mouse nr data bank or EST data bank. We
have named the uncharacterized and novel genes up-regulated by
immobilization Immou 18, whereas the uncharacterized and novel genes
down-regulated by immobilization were named Immod 14.
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| DISCUSSION |
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In the current study, we characterized for the first time the global
gene expression profile in gastrocnemius muscle. Similar to the
pancreatic cell, which has 23 genes expressed >0.5%
(18)
, the muscle cell is constituted of 19 genes expressed
>0.5%. In their study characterizing the pancreatic cell with the
SAGE method, Velculescu et al. have shown that the most-expressed genes
have well-known pancreatic function (18)
. In the current
study, none of these pancreatic genes were detected in the
gastrocnemius muscle. In contrast, most of the highly expressed genes
are well known to be necessary to the functions of skeletal muscle
(7)
. Indeed, 8 of the 12 genes expressed >1% were coding
for myofibrillar proteins and their expression of isoforms is in
agreement with the current knowledge of fast-type muscle
(25)
. Recently, Welle et al. reported on the abundance of
mRNAs in vastus lateralis muscle from young men using the
SAGE method (26)
. Almost all the genes expressed >0.5%
in rat gastrocnemius muscle were also expressed >0.5% in human
vastus lateralis, with the exception of parvalbumin.
Cytochrome c oxidase I, MLC3, cytochrome b, and
-tropomyosin were expressed at >0.25% in human vastus
lateralis. More genes characteristic of the slow muscle were
expressed in vastus lateralis compared with gastrocnemius
muscle. Indeed, human vastus lateralis has a preponderance
of type I fiber (9)
, whereas rat gastrocnemius muscle
consists predominantly of type II fiber (27)
. Other
studies have reported that actin is the most abundant nonmitochondrial
transcript in human skeletal muscle (26
, 28
, 29)
. Welle et
al. observed that actin transcipt was expressed at 1.9% in human
vastus lateralis (26)
, whereas we estimated its
expression at 1.3% in rat gastrocnemius muscle. On the other hand, a
number of troponin transcripts were expressed more highly in the
present study. Troponin transcripts are also more abundant than actin
in human heart (30)
. The relative expression of actin may
vary in different muscles, or the abundance of certain myofibrillar
transcripts may differ in rat compared with human.
Contractile apparatus
Most of the well-recognized components of the contractile
apparatus including actin; MLC 13; troponin I, C, and T; and
tropomyosin
and ß were identified in the current study (7
, 25)
, and each one constituted >0.5% of the transcripts
expressed in the muscle cell. GenBank does not contain any sequence for
troponin C in rat. However, the rat EST no. AA90587 matching with the
tag TGACAGACGAG shows an almost perfect match with the cloned mouse
fast skeletal troponin C sequence (accession no. M57590). The accuracy
of the matching is supported by the unique matching with only the fast
skeletal troponin C gene but not with other genes, even the troponin C
slow/cardiac isoform. Indeed, the fast-type troponin C isoform is well
known to be expressed specifically in type II muscle (25)
.
The current study also underlines the importance of the rarely
mentioned parvalbumin (7)
because the last gene expressed
>0.5% was coding for parvalbumin. Parvalbumin is a high-affinity
Ca2+-binding protein that functions to facilitate
the rate of muscle relaxation (31
, 32)
. Thus, the
fast-twitch muscle will need high expression of parvalbumin. Therefore,
at least 14% of all the transcripts in skeletal muscle is dedicated to
the expression of the contractile apparatus.
For some very closely related proteins, it can be difficult to
distinguish between their transcripts, especially if they are derived
by differential splicing. The multiple tags matching for troponin,
tropomyosin, and MLC can be caused by multiple unexpected and complex
mechanisms such as multiple genes, alternatively spliced exons,
differential transcription, alternative promoters, overlapping genes,
multiple poly(A) addition sites, and mRNA-editing enzyme, as well as
the multifunction of a given DNA sequence (33
34
35)
. These
multiple transcripts can be translated into different protein isoforms
with specialized functions. On the other hand, each isoform may be
tissue-specific and developmentally regulated. The super gene families
composing the contractile apparatus are particularly famous for this
unusual transcription and processing of mRNAs to produce the different
characteristics observed in striated muscle fiber type 1, 2A, 2B, and
2X, as well as smooth and cardiac muscle or other cells
(25)
. Troponin I, C, and T are coded by different genes
(25)
. Troponin T is coded by three different genes named
according to their expression in cardiac, slow, or fast skeletal
muscles (25)
. In the current study, no SAGE tag sequence
matched with cardiac or slow skeletal muscle genes. Two SAGE tag
sequences matched with the fast skeletal gene, which is recognized to
be differently spliced to produce different troponin T isoforms
(25
, 33)
. Different genes code for
and ß
tropomyosins, and they are known to be expressed in fast muscle
(25
, 35)
. The same gene codes for MLC1-f and MLC3-f,
whereas MLC2 is coded by another gene (25
, 34)
.
Energy metabolism
The other main category of genes expressed >0.5% in
skeletal muscle is the metabolic enzymes involved in energy production.
According to the role of the gastrocnemius muscle, which is solicited
to maintain continuously the posture and to accomplish aerobic exercise
as well as to perform high-intensity activity, enzymes for both
oxidative phosphorylation (cytochrome c oxidase I and III,
cytochrome b and ATPase subunit 6) and glycolysis (GAPDH,
phosphoglycerate mutase, and aldolase A) are highly expressed in
gastrocnemius muscle. The gene coding for creatine kinase, which
provides a readily available energy supply, was also highly expressed
in gastrocnemius muscle. Thus, the skeletal muscle devotes a large part
of its functions to producing the enzymes involved in energy
metabolism. This production of energy is effectively needed because the
muscle consumes most of the energy in the body, even at resting
condition (36)
.
The mitochondrially encoded genes are very important for the muscle and
exercise restriction. Indeed, muscle tissue has numerous mitochondria,
and the mitochondrial genes encode for the enzymes essential for energy
metabolism. The transcription of the mitochondrially encoded genes has
been extensively studied for many years (37
38
39
40)
. It is
well known that the tRNA serve as punctuation between the
mitochondrially encoded genes to produce the mRNA. Moreover, the
accession no. X14848 of GenBank describes well the delimitation of the
genes in all the mitochondrial genome of rat. As described in Materials
and Methods, the SAGE tags are located at the last NlaIII
site of the 3' extremity. However, the mitochondrially encoded
transcripts are polycistronic and are sometimes prematurely terminated
or spliced and polyadenylated at unpredictable locations
(26)
. The mitochondrial SAGE tags presented in the current
study are located at the site predicted from the accession no. X14848
of GenBank.
The only highly expressed gene not involved in the contractile
apparatus or energy metabolism was coding for lens epithelial protein
(accession no. U20525, unpublished results), which has been reported to
be expressed in muscle (accession no. 801010). The comparison (blast)
of lens epithelial protein sequence has matched with 21 kd polypeptide
under translational control in mouse (accession no. X06407), and tumor
protein translationally controlled one in human (accession no.
NM 003295.1). The lack of common nomenclature between the different
databases is responsible for these different names in different
organisms (41)
. UniGene also identifies the rat lens
epithelial protein as the translationally controlled tumor protein in
human (UniGene accession no. SP:P13939), which has cell-housekeeping
function with calcium-binding propriety and heat stability and is
expressed in almost all the tissues (42)
.
Components of protein metabolism differentially expressed after
immobilization
None of the constitutive components expressed >0.5% in muscle
were differentially expressed after immobilization; however, 40 tags
showed more than threefold differential expression between immobilized
and control muscle. This small number of differentially expressed genes
is in agreement with the conclusion of Lee et al. (5)
that
sarcopenia and the aging process are unlikely to be a result of large,
widespread alterations in gene expression. The change in the expression
of few genes can seem to contrast with the large decrease in muscle
mass. However, a specific molecular mechanism, such as the
ubiquitin-proteasome pathway, may explain the massive protein breakdown
(4)
. Indeed, the current study has suggested the important
role of ubiquitination because the polyubiquitin tag was increased
fivefold in immobilized muscle. The increase in polyubiquitin
transcripts has been shown to be specifically responsible for the
accelerated proteolysis, especially in myofibrillar proteins
(43)
. Moreover, ubiquitin-mediated proteolysis controls
the levels of cyclins and other cell cycle regulators
(44)
. Another key factor in the protein metabolism, the
EF2, was regulated by immobilization. The gene expression of EF2,
responsible for the translocation on the ribosome, was decreased more
than threefold in immobilized leg. Thus, the current results can
explain the previous observations that both proteolysis and protein
synthesis are regulated to increase protein breakdown and decrease
protein production (6)
. To our knowledge, no previous
study has investigated the effect of immobilization on the expression
of ribosomal proteins. In the muscle-losing mass, the need of ribosomal
apparatus for protein synthesis may decrease as shown by the
down-regulation of ribosomal protein L22. On the other hand, the
tremendous changes and the regeneration of tissue caused by the
immobilization stimulus may be associated with induction of some
specific ribosomal proteins and synthesis of new types of proteins for
the adaptation to the new physiological conditions (45)
.
Because it is unclear why some mRNAs coding for ribosomal proteins have
increased, further studies are needed to investigate the role of some
ribosomal proteins in mechanisms such as the inhibition of protein
synthesis after immobilization.
Components of contractile apparatus differentially expressed
Adaptations to immobilization in skeletal muscle can induce a
shift to fast-twitch isoforms (46)
. Other studies have
also reported that MHC-2B isoform increased after immobilization
(47
, 48)
. On the other hand, a decrease in the proportion
of slow MHC I isoform has been reported in slow-type muscle such as
soleus (49)
. In the current study, the gastrocnemius
muscle, which is predominantly composed of fiber 2B (27)
,
was examined and showed an increase in MHC 2B transcript, whereas the
other MHC isoforms were not affected by immobilization. Indeed,
fast-type muscles are known to be less sensitive to the effects of
unloading (46)
. Because the expression of slow isoform is
already low in gastrocnemius muscle, a further down-regulation may not
be necessary (48
, 49)
. In contrast, an increase of
fast-twitch MHC 2B expression is more advantageous under the conditions
of the current experiment with casting that did not allow endurance
exercise. Furthermore, adaptation to immobilization has also caused an
increase in gene expression of the fast isoform myosin-binding protein
C. However, the down-regulation of nebulin, a structural protein, can
be associated with a decrease in contractile apparatus assembling and
stability. Indeed, nebulin promotes actin nucleation and stabilizes
actin filament (50)
. Thus, the muscle protein lost after
immobilization does not appear to be caused by the direct decrease of
contractile protein mRNA, but rather by change in mRNA levels of
specific regulators of protein synthesis, proteolysis, and contractile
apparatus assembling, such as polyubiquitin, EF2, and nebulin.
Components of energy metabolism differentially expressed
Loss of mitochondrial function is known to occur after
immobilization (6
, 51)
. However, no previous study has
investigated simultaneously the changes in the numerous subunits of the
different complexes. In this study, immobilization has produced a
decrease in the gene expression of enzymes involved in high-energy ATP
production, especially ATP synthase subunit ß,
, and
;
cytochrome c oxidase subunit VIII-h, as well as NADH subunit
2 and rat mitochondrial phosphoprotein MIPP65, the homologue of human
NADH-ubiquinone oxidoredutase 9 kb subunit precursor. In reaction to
the restriction of endurance exercise and to the decrease in energy
supply consecutive to the down-regulation of these enzymes involved in
the efficient oxidative system, glycogenolysis may be relatively
promoted by the decrease of protein phosphatase 1, which inactivates
phosphorylase a, the enzyme responsible for the degradation of glycogen
to glucose. Indeed, it has been suggested that there may be a shift in
substrate preference in response to states of unloading whereby
carbohydrates are preferentially used (46)
.
The ATP synthase subunit
is coded by two genes located on
chromosomes 9 and 18 (52)
. Thus, increase in the subunit
seems to reflect a switch to another isoform more appropriate for
the energy requirement during immobilization. Similarly, cytochrome
c oxidase subunit VIa has two different nuclear-encoded
genes (53)
. Subunit VIa of cytochrome c oxidase
was up-regulated, whereas the muscle-specific subunit VIII-h was
down-regulated. Indeed, the subunit VIa and VIII-h genes have different
proximal promoter regions and are recognized to be regulated by
different factors (54)
.
Components of oxidative stress differentially expressed
Oxidative stress is known to be increased by immobilization
(3)
. Selenoprotein W has been suggested to be involved in
oxidative stress and reported to bind to gluthatione (55
, 56)
. Only 11 proteins are known to contain selenocysteine, and
most of the selenoproteins, such as glutathione peroxidase, are
involved in oxidative stress (55)
. Selenoprotein W has
been cloned recently (57)
, and few studies have
investigated its role in physiological adaptation. Further studies are
needed to determine the role of selenoprotein W in oxidative stress and
immobilization because the current study has shown a decrease of gene
expression. The gene expression of uroporphyrinogen decarxoylase, which
is the last cytosolic enzyme in the biosynthesis of metalloporphyrins,
such as peroxidase, magnesium-containing porphyrin, heme, and
cytochromes (7)
, was increased in immobilized leg. The
increase in microsomal iron content after immobilization is associated
with the production of hydroxyl radicals (3)
. The
degradation of iron-containing proteins, such as cytochromes and
myoglobin, can increase the content of free cytoplasmic iron. In a
previous study, cytoplasmic Cu-Zn-containing superoxide dismutase (SOD)
was increased, whereas mitochondrial Mn-SOD was decreased
(3)
. Further studies are needed to investigate the role of
uroporphyrinogen decarxoylase to switch the production of
metalloporphyrins from mitochondria to cytoplasm to protect against
oxidative stress by synthesis of peroxydase and/or by neutralization of
free metals.
Other genes differentially expressed
The SAGE method has many advantages, such as the integration of
the tremendous information contained in the genome of 3 billion bp and
80,000 genes, to identify the most-expressed genes in a cell as well
as the genes differentially expressed after an experimental
intervention. The SAGE strategy also quantifies the genes that are not
candidates for a pathology or a physiological response to a stimulus as
well as the less commonly studied, uncharacterized, and even unknown
genes. Indeed, the present study has quantified the gene expression of
parvalbumin and lens epithelial protein among the most-expressed genes
in skeletal muscle as well as myosin-binding-protein C,
uroporphyrinogen decarxoylase, and p35srj, which were up-regulated
after immmobilization. On the other hand, the gene expression of
nebulin, MIPP65, selenoprotein W, neuroendocrine-specific protein-like
1, cyclin G, HDL-binding protein (which is a candidate to be the HDL
receptor), and unr have been down-regulated. Neuroendocrine-specific
protein-like 1 may be involved in the neuronal injury and reinnervation
observed in sarcopenia (5)
. The decreased food intake
during immobilization can be related to the decreased gene expression
of HDL-binding protein (58)
. Cyclin G, unr, and p35srj
have been reported to play roles in cell cycle and growth
(59
60
61)
. Although all the genes had the potential to be
included in the current study, the limit of sensitivity in determining
transcript abundance was 0.04%. There is also the possibility that
transcripts will be missed if they do not contain the appropriate
NlaIII restriction site, especially the short transcripts.
Uncharacterized and novel genes differentially expressed
Many tags did not match with any gene in rat and mouse nr data
bank of GenBank. The matching of many of these tags with the EST data
bank confirms that these tags are transcripted from uncharacterized
genes. Furthermore, these EST had no homology with any gene in rat,
mouse, and human data banks. Three tags differentially expressed after
immobilization did not match with any known gene or EST. These tags may
represent novel genes not previously characterized. We have named them
Immou 18 and Immod 14 according to their up- and down-regulation by
immobilization.
| CONCLUSION |
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| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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Received for publication May 9, 2000.
Revision received August 29, 2000.
| REFERENCES |
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