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First published online December 26, 2008
Journal of Experimental Biology 212, 184-193 (2009)
Published by The Company of Biologists 2009
doi: 10.1242/jeb.021857
Regional variation in parvalbumin isoform expression correlates with muscle performance in common carp (Cyprinus carpio)

1 Faculty of Veterinary Science, University of Liverpool, Liverpool, UK
2 School of Biological Sciences, University of Liverpool, Liverpool, UK
Author for correspondence (e-mail:
isyoung{at}liverpool.ac.uk)
Accepted 3 November 2008
| Summary |
|---|
|
|
|---|
1 and β1–7. This
study is the first to show expression of all eight skeletal muscle PARV
isoforms in carp at the protein level and relate regional differences in
expression to performance. All of the PARV isoforms were characterised at the
protein level using 2D-PAGE and tandem mass spectrometry. Comparison of carp
muscle from different regions of the fish revealed a higher level of
expression of PARV isoforms β4 and β5 in the anterior region, which
was accompanied by an increase in the rate of relaxation. We postulate that
changes in specific PARV isoform expression are an important part of the
adaptive change in muscle mechanical properties in response to varying
functional demands and environmental change.
Key words: muscle, parvalbumin, isometric force, activation, relaxation, proteomics, swimming
| INTRODUCTION |
|---|
|
|
|---|
12 kDa)
sarcoplasmic protein that plays a key role in muscle relaxation
(Lannergren et al., 1993
The mechanical properties of the axial muscles vary along the length of a
fish's body (Altringham et al.,
1993
; Davies et al.,
1995
; Swank et al.,
1997
; Ellerby and Altringham,
2001
). These regional differences correlate with changes in the
expression of various muscle proteins including PARV
(Thys et al., 1998
;
Thys et al., 2001
). Previous
studies typically only identified small numbers of PARV isoforms and,
therefore, focused on correlating muscle performance with total PARV
expression. Whilst mammalian species typically have two isoforms of PARV,
and β, fish often possess many isoforms. Transcript analysis of
zebrafish (Danio rerio) identified nine isoforms of PARV
(Friedberg, 2005
) and five
PARV isoforms have previously been identified in common carp (Cyprinus
carpio) (Coffee and Bradshaw,
1973
).
We employed an integrative strategy to explore the molecular mechanisms underlying muscle function. We used transcriptomic and proteomic strategies to identify and characterise multiple isoforms of PARV in the fast-twitch axial muscle from anterior and posterior regions of common carp. We also measured the mechanical properties of the muscle in terms of activation and relaxation times and contractile force. This allowed us to relate the differential expression of the PARV isoforms to muscle performance, helping to bridge the intellectual gap between protein expression and functional properties.
| MATERIALS AND METHODS |
|---|
|
|
|---|
|
Sequence analysis
The carp database (carpBase) is available at
http://legr.liv.ac.uk.
All the expressed sequence tag (EST) sequences with a BlastX hit for PARV were
retrieved, making a total of 122 transcript sequences. For apparently
incomplete protein sequences, possible frame shifts were investigated using
the translate tool at the Expasy website
(http://www.expasy.org/tools/dna.html).
Only sequences that could be unambiguously completed in this way were
considered for further analysis. Remaining clones with partial sequences were
not considered in further analyses. The protein sequences were aligned using
ClustalW (Thompson et al.,
1994
). Manipulation of alignments was performed with Jalview
(Clamp et al., 2004
). The
consensus sequences for the PARV groups determined by the alignment were
obtained using Jemboss v1.3 (Carver and
Bleasby, 2003
). Because of the relatively high error rate
associated with ESTs, we required each cluster to have at least four
sequences. The nomenclature applied to our consensus isoform sequences
followed the
/β classification
(Hsiao et al., 2002
;
Henzl et al., 2004
) and was
informed by phylogenetic analysis (data not shown). A consensus,
neighbour-joining phylogenetic tree was constructed and drawn with the PHYLIP
package (Felsenstein, 1989
).
Branch support was evaluated by 1000 bootstrap replicates.
Dissection of carp skeletal muscle
Common carp (Cyprinus carpio, Linnaeus 1758) were purchased from
Rodbaston College (Penkridge, Staffordshire, UK), maintained at 20°C on a
16 h light:8 h dark photoperiod and fed commercial carp pellets ad
libitum. The fish were killed by stunning with a sharp blow to the head
and swiftly double-pithed in accordance with local and Home Office Schedule
One approved protocols.
Three strips of skeletal muscle, 3 mm wide and approximately 2 mm deep, running from the opercular flap to the caudal peduncle, were cut from the right-hand side axial muscle using a multi-bladed tool. Samples were taken from fish of similar age (1 year). Their mass was 235±68 g and length was 242±27 mm (means ± s.d.). For biomechanics experiments, the strips were pinned out in oxygenated Ringer solution (132 mmol l–1 NaCl, 2.6 mmol l–1 KCl, 10 mmol l–1 imidazole, 1 mmol l–1 MgCl2, 10 mmol l–1 pyruvate, 2.7 mmol l–1 CaCl2) and left to recover before further processing. For biochemical analysis the whole region of dorsal axial white muscle was dissected from the left-hand side of the fish and divided into `anterior' from the opercular flap to 0.3 body lengths down the fish, `middle' from 0.3 to 0.7 body lengths and `posterior' from 0.7 body lengths to the tail. These were then chopped into approximately 1 cm cubes, placed into labelled 1.5 ml snap-top vials and frozen at –80°C.
Sample preparation for proteomic analyses
Muscle samples (approximately 250 mg) were mechanically homogenised in 2.5
ml of 20 mmoll–1 sodium phosphate buffer (pH7.4) containing
Complete Protease Inhibitors (Roche, Lewes, UK). The homogenate was
centrifuged at 12,500g at 4°C for 45 min and the
supernatant removed and set aside. The remaining pellet was re-suspended in 1
ml of homogenisation buffer, re-homogenised, centrifuged and the supernatant
combined with the supernatant set aside in the previous step. This combined
supernatant was then divided into two aliquots. One aliquot (S1) was stored at
–20°C and used for determination of total PARV by 1D-SDS-PAGE. The
second aliquot was used for PARV isoform analysis by 2D-PAGE. This second
aliquot was heated at 95°C for 5 min and then centrifuged for 10 min at
14,000g. The resulting supernatant (S2) was stored at
–20°C. The protein concentration of the unboiled and boiled
fractions was determined using the Coomassie Plus Protein Assay (Pierce
Biotechnology, Rockford, IL, USA).
PARV expression can differ either by a change in the total amount of PARV
expressed or by a change in the composition of the PARV isoforms. Both of
these attributes were analysed to determine the difference in PARV expression
between posterior and anterior fast-twitch muscle. A 2D-PAGE approach was
required to analyse the differences in PARV isoform composition. In order to
detect low abundance isoforms, a PARV-enriched fraction was prepared by
boiling the homogenate and it was then subjected to 2D-PAGE. PARV is
thermostable and boiling is a well established procedure to produce a fraction
highly enriched in PARV (Pechere et al.,
1971
). Taking this into consideration the muscle homogenate was
boiled for 5 min. Following centrifugation of the boiled material the
supernatant contained a relatively pure preparation of PARV. To ensure that
this boiling did not affect the isoform composition, selected unboiled samples
were run under the 2D-PAGE protocol. Allowing for loading differences, a
similar isoform composition was observed (data not shown) with high abundance
isoforms present in similar composition but with lower abdundance isoforms
missing. It is difficult to determine changes in total PARV concentration from
a boiled sample, so total PARV expression was investigated by 1D-SDS-PAGE of
the soluble fraction of the fast-twitch muscle homogenate. The use of an
unboiled sample allows PARV concentration to be expressed as a fraction of the
total protein. To compensate for biological variation, anterior and posterior
samples were taken from six fish and analysed for total PARV expression and
isoform composition.
|
2D gel electrophoresis
Soluble extracts of the boiled homogenates were analysed by 2D-PAGE using a
24 cm pH 4–5 immobilised pH gradient (IPG) strip in the first dimension
(GE Healthcare Life Sciences, Amersham, Bucks, UK). The samples (500 µg)
were mixed with five volumes of ice-cold acetone and held at –20°C
for 1 h. They were centrifuged at 5000 g for 5 min, the excess
acetone was removed and the samples were dried in an oven at 37°C for 10
min. The pellets were resuspended in buffer containing CHAPS (4% w/v), 7 mol
l–1 urea, 20 mmol l–1 DTT and ampholytes
(0.5% v/v) on a shaker for 1 h, then centrifuged at 8000 g for
5 min. The IPG strips were loaded face-down into an IPGPhor unit (GE
Healthcare Life Sciences) and rehydrated (12 h at 30 V, 20°C) followed by
isoelectric focusing (1 h at 500 V, 1 h at 1000 V and 96,000 Vh at 8000 V).
The focused IPG strips were equilibrated in 50 mmol l–1
Tris-HCl, pH 8.8, containing 6 mol l–1 urea, 30% v/v
glycerol, 2% w/v SDS, with a trace of Bromophenol Blue. DTT (10 mg
ml–1) was present as a reducing agent for the initial
equilibration. A second equilibration step was carried out with iodoacetamide
(25 mg ml–1) present in place of DTT. The IPGs were then run
out on a 15% acrylamide gel. The gels were stained overnight in colloidal
Coomassie stain (Candiano et al.,
2004
) and destained in water for a further 24 h.
|
In-gel tryptic digestion
Gel plugs were manually excised with a 5 ml plastic pipette and incubated
with destain solution (acetonitrile:100 mmol l–1 ammonium
bicarbonate, 50:50) at 37°C for 10 min. This process was repeated until
all the stain had been removed. Each gel plug was then dehydrated by
incubation with acetonitrile at 37°C for 10 min. The acetonitrile was
removed and the plug dried in a vacuum centrifuge for 1 h. The gel was
rehydrated with 12.5 ngµl–1 trypsin (Roche) in 50 mmol
l–1 ammonium bicarbonate. After 30 min, 50 mmol
l–1 ammonium bicarbonate was added to each sample, and
digestion was allowed to continue overnight at 37°C. The digestion was
terminated by the addition of 10% formic acid. The digests were then desalted
with StageTips (Proxeon Biosystems, Odense, Denmark) using a binding/washing
solution of 5% formic acid and eluting in 5% formic acid in 50:50
acetonitrile:water.
|
-cyano-4-hydroxycinnamic acid in 50:50
acetonitrile:water 0.1% (v/v) trifluoroacetic acid and 1 µl of the
resulting mixture was spotted onto a MALDI target. The calibration was based
on the monoisotopic masses of a mixture of standard peptides:
des-Arg1 bradykinin (mass to charge ratio, m/z 904.47),
angiotensin II (m/z 1046.51), angiotensin I (m/z 1296.99),
neurotensin (m/z 1672.92), ACTH fragment 18–39 (m/z
2318.30) and insulin B chain (m/z 3494.65). All standards were
purchased from Sigma (Poole, Dorset, UK). Spectra were collected in positive
ion mode over the range m/z 800–4000.
|
|
PARV isoform identification
MALDI–TOF and ESI–MS/MS data were searched using an in-house
installation of Mascot (Perkins et al.,
1999
) searching against a customised database of carp cDNA
sequences extracted from carpBase (Gracey
et al., 2004
). The parameters used were as follows: trypsin
allowing for four missed cleavages, carbamidoalkylation modification of
cysteine residues as a fixed modification and protein N-terminal acetylation
as a variable modification. Mass accuracy was selected to be within 50
p.p.m.
Preparation of samples for biomechanics
The quality of the longitudinal muscle strips (see above) was determined by
causing them to twitch using electrical stimulation (130 V for 2 ms at 1 Hz).
Strips that failed to twitch vigorously were immediately rejected. Muscle
preparations of less than 1 mm diameter, encompassing one myotome and
preserving myosepta at each end, were dissected. These preparations were tied
by the myosepta at each end with no. 6 silk suture thread and allowed to
recover in cool (4°C) oxygenated Ringer solution.
Biomechanics
For the mechanical measurements, the preparations were transferred to a
flow-through chamber circulated with oxygenated Ringer solution maintained at
20°C. One end was tied to the hook of a model 308B high-speed length
controller (Aurora Scientific, Aurora, Canada) and the other was tied to a
hook secured to a model 31 force transducer and S7DC amplifier (RDP,
Wolverhampton, UK). The muscle was stimulated using single square-wave
electrical pulses (2 ms), peak force per twitch was determined and the length
was varied to yield a maximum peak force. Three twitches were performed at
this optimum length and the contraction and relaxation periods averaged
(Fig. 2). A maximum isometric
tetanus was elicited and stimulation frequency was optimised to produce
maximum tetanic force (stimulus train duration 300 ms, stimulation frequency
150 Hz) to measure maximum isometric force production. So that we could
calculate muscle stress, at the end of the experiment the preparations were
blotted gently on absorbent paper then weighed. Cross-sectional area was
calculated as the wet preparation mass (kg) divided by 1060 to give the volume
(m3), then the volume was divided by the muscle fibre length,
measured at the peak of the length–tension curve using a calibrated
eyepiece graticule.
| RESULTS |
|---|
|
|
|---|
-
and β-type isoforms by their biochemical properties, chiefly that
β-forms have an isoeletric point of less than five and a cysteine at
position 18, produced clusters of carp EST sequences which we named
carp_
1, carp_β1, carp_β2, carp_β3, carp_β4,
carp_β5, carp_β6 and carp_β7. The aligned consensus sequences
for each of the groups are shown in Fig.
3.
Identification of expressed parvalbumin isoforms
The transcript data only have functional relevance in living tissues if it
can be demonstrated that the protein products are expressed. We therefore
undertook studies to analyse the specific PARV isoforms. The soluble muscle
proteins were initially separated by 1D-SDS-PAGE
(Fig. 4). This analysis
revealed a large dynamic range in protein expression, with the distributions
and intensities of protein bands similar to those described in the skeletal
muscle of other fish species
(Verrez-Bagnis et al., 2001
;
Winnard et al., 2003
;
Grzyb and Skorkowski, 2005
;
McLean et al., 2007
). PARV
appears as two narrowly spaced bands on the 1D-SDS-PAGE of the soluble
fraction (S1) of fast-twitch muscle homogenate
(Fig. 4). The bands migrate
between 6.5 and 14.2 kDa, which corresponds to the theoretical molecular mass
of PARV (
12 kDa). PARV is found in high concentrations in fast-twitch
skeletal muscle and accounts for the second-most intense band in the gel.
In-gel tryptic digestion and MALDI–TOF MS analysis revealed that these
bands contain a mixture of PARV isoforms
(Fig. 5). The high sequence
homology between PARV isoforms results in many common peptides so it is
impossible to distinguish individual isoforms; thus only broad groups can be
identified based on their shared peptides: β1/β6/β7, β5
and β2/β4 (Table 1
and Fig. 6).
|
To overcome this problem 2-D PAGE was used to enhance separation of the
individual PARV isoforms. Despite the small differences in the predicted pI
values of the PARV isoforms, the availability of micro-range IPG strips, which
span a single pH unit, enabled the successful resolution of the isoforms
(Fig. 7). All eight isoforms
identified from the transcript analysis were observed and were located along
the horizontal axis in the order predicted from theoretical pI calculations.
The proteins present in the gel spots were identified using ESI–MS/MS.
De novo sequencing was targeted by the transcript analysis, which
revealed that each PARV isoform yielded a unique N-terminal tryptic peptide.
This N-terminal sequencing allowed unambiguous identification of the protein
spots. The sequencing confirmed the removal of the initiator methionine and
indicated that the isoforms were naturally N-acetylated. The isoforms were
expressed in different abundances: isoforms β1, β2, β6 and
β7 had the highest expression levels, isoforms β4 and β5 were
present in lower amounts whilst isoforms
and β3 were at the
detection limit of the analysis. The
isoform was found at such low
abundance that identification required spots to be pooled from multiple
gels.
|
Regional variation in total PARV expression
1D-SDS-PAGE with scanning densitometry of the gels to determine the
concentration of total PARV in relation to total soluble protein revealed that
the anterior of the fish had significantly higher levels of PARV expression
than the posterior (Table 2).
The paired t-test revealed a two-sided P value of 0.0006,
which also remained significant after Bonferroni correction
(Table 2).
|
PARV isoform composition was measured with 2D-PAGE by determining the spot volume corresponding to each protein as a fraction of the total integrated spot density on the gel. The 24 cm micro-range IPG strip provided sufficient resolution to fully resolve all the PARV isoforms (Fig. 8). Isoforms β4 and β5 constitute a significantly greater proportion of cellular PARV in the anterior of the fish compared with the posterior of the fish (paired t-test; Table 3). In contrast, the proportion of cellular PARV corresponding to isoforms β1 and β6 decreased significantly, whilst β2 showed no significant difference.
|
|
Biomechanics
The maximum tetanic stress measured in posterior preparations was
39.2±18.6 kN m–2 (mean ± s.e.m.), significantly
higher (two-sided, paired t-test, P<0.05, N=11)
than that generated by anterior preparations (18.1±11.4 kN
m–2; Fig. 9).
These stresses are comparatively low; however, our calculation of muscle
cross-sectional area is likely to be an overestimate as it is derived from
preparation mass without correction for substantial amounts of connective
tissue in the myosepta and the remains of cut fibres still attached to the
myosepta. The anterior preparations were significantly faster as demonstrated
by significantly shorter activation times (two-sided, paired t-test,
P<0.05, N=8): time to peak twitch tension was
20.7±1.0 ms compared with 25.4±1.1 ms in the posterior.
Similarly, the rate of relaxation was significantly higher in the anterior
preparations; Fig. 10). The
time taken for the force to fall to 50% of the peak value (16.0±3.0 ms
vs 23.9±5.0 ms) and the time from peak force to 10% of the
peak value, which we termed 90% relaxation (28.5±4.0 ms vs
47.1±7.5 ms) were significantly shorter (two-sided, paired
t-test, P<0.05, N=8) in the anterior.
|
|
| DISCUSSION |
|---|
|
|
|---|
Our transcript analysis revealed that carp, like zebrafish
(Friedberg, 2005
), possess a
high number of β isoforms and a low number of
isoforms of PARV.
This similarity to zebrafish is extended in so far as there are clear
subclades within the β PARV family. While previous studies have described
only four (Brandts et al.,
1977
) or five (Pechere et al.,
1971
; Coffee et al.,
1974
) PARV isoforms in carp, the increased resolution in our study
achieved by 2D-PAGE with micro-range IPG strips allowed us to separate all
eight PARV isoforms. By combining this with protein sequence information from
tandem mass spectrometry analysis we were able to determine the identity of
each PARV isoform predicted by the transcript analysis. This peptide-level
identification strategy was successful where a protein-level approach would
have been hindered by the close mass similarity of the isoforms.
These identifications, where data are available, agree with earlier
studies: Coffee and colleagues (Coffee et
al., 1974
) published sequences for PARV isoforms that are
identical to our β1, β2 and β6 isoforms. We found that the PARV
isoforms are present in different amounts, with isoforms β1 and β6
being the most abundant. These isoforms share a subclade with β7
(Fig. 3) and represent 60% of
the total PARV. The subclade β2/4 accounts for a further 20% and the more
distantly related isoforms,
, β3 and β5, are present in lower
amounts.
Previous studies have shown higher concentrations of PARV in the anterior
axial muscle of some fish (Thys et al.,
2001
). Our study shows that the anterior skeletal muscle of carp
does have significantly more PARV than posterior muscle by a similar magnitude
to that reported by Thys and colleagues for fast-twitch muscle from
wide-mouthed bass (Thys et al.,
2001
). Earlier studies have also found regional differences in
PARV isoform composition in fast-twitch muscle in some fish species: brook
trout (Coughlin et al., 2007
),
barbel (Huriaux et al., 1997
),
largemouth bass (Thys et al.,
2001
), sheepshead and kingfish
(Wilwert et al., 2006
). Our
study expands on these earlier studies by examining a complete set of PARV
isoforms, in turn, revealing a more complicated pattern of changes including
increasing and decreasing expression with significantly higher proportions of
β4 and β5 and significantly lower amounts of β1 in anterior
compared with posterior muscle. This isoform shift correlates with the muscle
properties. We found twitch contraction and relaxation times were
significantly shorter in the anterior region of the fish and that
significantly higher forces were generated in the posterior region of the
fish. The faster twitch activation and relaxation kinetics in the anterior
region agrees with previous work on other species: blue fin tuna
(Wardle et al., 1989
), saithe
(Altringham et al., 1993
),
atlantic cod (Davies et al.,
1995
), largemouth bass (Thys
et al., 2001
) and rainbow trout
(Coughlin et al., 2007
).
For the muscle to produce maximum work it must relax fully between each
contraction, thus minimising the work performed on the muscle during
re-lengthening [often termed `negative work' (e.g.
Altringham and Ellerby, 1999
)].
It is well known that the amount of PARV in muscle correlates with muscle
fibre contraction velocity (Celio and
Heizmann, 1982
), which is primarily determined by myosin heavy
chain isoforms (Bottinelli et al.,
1991
) and other myofibrillar proteins. Rapid curtailment of the
Ca2+ signal by removal of Ca2+ from the sarcoplasm can
increase the rate of relaxation. PARV assists this by sequestering
sarcoplasmic Ca2+ post-contraction until it is pumped back into the
SR by SR Ca2+ATPase. The functional importance of this role is
highlighted by the observation that a reduction in the amount of PARV in a
fast-twitch muscle slows down the rate of relaxation
(Klug et al., 1988
) while
increased PARV levels increase the rate of relaxation in the anterior
fast-twitch muscle of barbel (Huriaux et
al., 1997
), largemouth bass
(Thys et al., 2001
) and trout
(Coughlin et al., 2007
).
Force production is related to Ca2+ concentration
(Kerrick and Donaldson, 1975
;
Rome et al., 1996
): the amount
of Ca2+ available to bind troponin C correlates with the number of
crossbridges that can be formed. PARV is a strong Ca2+ buffer and,
as such, affects both the shape and size of the Ca2+ transient
(Wnuk et al., 1982
;
Pauls et al., 1996
). A lower
PARV content may not only reduce the rate of relaxation but also facilitate an
increase in the intensity of the Ca2+ signal, so contributing to
the increase in muscle force production. Rodnick and Sidell concluded that
lower amounts of PARV in the muscles of larger fish allow longer contraction
durations, in turn permitting the generation of higher forces
(Rodnick and Sidell, 1995
).
Posterior myotomes in the atlantic cod are able to maintain tension
significantly longer than the anterior myotomes
(Davies et al., 1995
).
Furthermore, longer contraction durations in the posterior myotomes of blue
fin tuna contribute to the overlapping of contractions on both sides of the
body, thus increasing stiffness and permitting a more effective transfer of
power from the anterior musculature to the water
(Wardle et al., 1989
).
The functional significance of the variation in PARV isoform expression is
more difficult to interpret. The isoforms that are increased in the anterior
of carp fast-twitch muscle (isoforms β4 and β5) come from a
different subclade to the dominant subclade (isoforms β1 and β6;
Fig. 3). Isoform β4 shows
very high homology to β2, and although it exhibits a lower degree of
homology, β5 lies closer to β2 than to the β1/6 subclade.
Inferring the functional consequences of sequence similarity is complicated.
Sequence alignment reveals that there is a high degree of homology within the
Ca2+ binding domains (CD and EF domains) with the Ca2+
binding residues (Kumar et al.,
1990
) completely conserved. The sequence differences between
isoforms are mainly located within the N-terminal AB domain. However, changes
in the AB domain have been shown to affect the calcium affinities of CD and EF
binding sites (Permyakov et al.,
1991
). To date only a single study has reported the
Ca2+ affinity of the individual isoforms
(Iio and Hoshihara, 1984
) as
opposed to the Ca2+ affinity of the entire PARV fraction, which has
been reported extensively (Benzonan et al.,
1972
; Moeschler et al.,
1980
; Erickson et al.,
2005
). This study determined the Ca2+ affinity of
isoforms β1, β2 and β6. Isoforms β1 and β6 were found
to have similar Ca2+ affinities, presumably corresponding to the
high degree of homology observed in their sequences. Isoform β2 was found
to have a Ca2+ affinity almost an order of magnitude higher than
that of isoforms β1 and β6. Isoforms β4 and β5 belong to
the same subclade as β2. Based on this evidence, it seems sensible to
infer that they would have similar Ca2+ affinities. Therefore, any
change in their expression levels is likely to have a significant effect on
cellular calcium levels, despite their relatively low abundance.
In conclusion we report, in common carp, increased expression of PARV in the anterior region compared with the posterior region, especially of isoforms β4 and β5. This is accompanied by faster contraction kinetics in the anterior region. From the evidence of a previous study we hypothesise that isoforms β4 and β5 have a higher Ca2+ affinity relative to the other isoforms, so although the change is slight it will have a significant effect on the properties of the muscle. In addition, the posterior myotomes produced greater force. Lower concentrations of PARV in the posterior region may contribute to the generation of higher forces, which other studies have postulated may help transfer power produced in the anterior myotomes to the tail.
This study, correlating transcriptome, protein expression and physiological output demonstrates the efficacy of an integrative multidisciplinary approach for bridging the gap between genome and phenotype, but it also highlights the complexity of inter-relating mechanisms and molecular associations in a living organism. The large number of PARV isoforms and our observation of changes in isoform composition correlated with muscle function suggest a complex mechanism for the fine control of cellular Ca2+ handling that warrants further investigation.
LIST OF ABBREVIATIONS
| Footnotes |
|---|
* These authors contributed equally to this work ![]()
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