Gene 345 (2005) 21 – 26
www.elsevier.com/locate/gene
Fish and mammalian metallothioneins: a comparative study
Rosaria Scudieroa, Piero Andrea Temussib,c, Elio Parisid,*
a
Department of Evolutionary and Comparative Biology, University Federico II, via Mezzocannone 8, Napoli, Italy
b
Department of Chemistry, University Federico II, via Cinthia 45, Napoli, Italy
c
National Institute of Medical Research, Medical Research Council, The Ridgeway, Mill Hill, London, UK
d
CNR Institute of Protein Biochemistry, via Marconi 10, Napoli, Italy
Received 14 September 2004; accepted 9 November 2004
Available online 24 December 2004
Received by M. Porto
Abstract
Structural studies show that fish and mammalian metallothioneins are endowed of distinctive features. In particular, the ninth cysteine
residue present in the a domain of fish metallothionein is shifted of two positions with respect to the mammalian metallothionein, introducing a
conformational modification in the protein structure. In addition, the fish metallothionein is less hydrophobic and more flexible than its
mammalian counterpart. Our previous studies showed that the hydropathy of piscine and mammalian metallothioneins is significantly correlated
with organismal temperature. In the present paper we have performed phylogenetic comparative analysis on metallothioneins of 24 species of
fish and mammals. The results of such analysis failed to indicate that metallothionein hydropathy is an adaptive response to the thermal regime
of the species. We concluded that metallothionein hydropathy is a trait that did not evolve in association with environmental changes.
D 2004 Elsevier B.V. All rights reserved.
Keywords: Contrast analysis; Phylogenetic dependence; Hydropathy; Protein flexibility; Protein structure; Temperature adaptation
1. Introduction
Metallothioneins are ubiquitous low molecular mass
proteins (typically 6–7 kDa), rich in cysteines (about 30%
of the total residues) and heavy metals (7–10 equivalents per
mol, depending on the metal). They are thought to play a
variety of functions including homeostasis of the essential
oligoelements zinc and copper, defense against the harmful
effects of toxic metals like cadmium and mercury and
protection from stress conditions (Kagi and Schaffer, 1988).
Structural studies show that all metallothioneins have a
common spatial scaffold consisting of two distinct protein
domains, the N-terminal h domain and the C-terminal a
Abbreviations: CAIC, Comparative Analysis by Independent Contrasts;
NMR, Nuclear Magnetic Resonance.
* Corresponding author. Tel.: +39 081 7257323; fax: +39 081
2396525.
E-mail address: e.parisi@ibp.cnr.it (E. Parisi).
0378-1119/$ - see front matter D 2004 Elsevier B.V. All rights reserved.
doi:10.1016/j.gene.2004.11.024
domain, containing three and four metal atoms, respectively,
bound to the cysteine sulfurs (Schultze et al., 1988). The
peptide chain is wrapped around the metal moiety, so that
ligand accessibility and release are somehow dependent on
the flexibility of the whole protein.
In a previous study, we showed that fish metallothioneins
have a lower hydropatic character (a parameter inversely
proportional to flexibility) with respect to mammalian
metallothioneins (Capasso et al., 2003a). A higher flexibility
can facilitate the conformational changes necessary to the
polypeptide chain for maintaining functionality at the low
temperatures that fish may experience in marine or freshwater environments.
The present paper is an attempt to answer the
question: is the evolutionary change in metallothionein
hydropathy significantly correlated with the thermal
regime of the organisms? To answer this question we
have made use of a method capable of generating data
for analysis that are phylogenetically independent. The
phylogenetic comparative technique that is most com-
22
R. Scudiero et al. / Gene 345 (2005) 21–26
monly applied is the so-called bphylogenetic contrastsQ
(Felsenstein, 1985; Harvey and Purvis, 1991) that
removes the component of the character state resulting
from common ancestry. The results of such an analysis
show that metallothionein hydropathy is not significantly
correlated with thermal regime; consequently this trait
does not represent an adaptation of vertebrates to
organismal temperature.
2. Materials and methods
2.1. Data set and phylogenetic tree
Metallothionein sequences employed in the present study
are shown in Fig. 1. Accession numbers, phylogenetic tree,
hydropathy indexes and optimal temperatures were as in the
previous paper (Capasso et al., 2003a).
10
R. norvegicus
C. griseus
M. musculus
C. familiaris
S. scrofa
H. sapiens
C. aethiops
O. cuniculus
E. lucius
O. mykiss
Z. viviparus
P. platessa
C. rastrospinosus
N. coriiceps
P. charcoti
C. aceratus
C. hamatus
G. acuticeps
P. borchgrevinki
T. bernacchii
O. mossambicus
G. morhua
D. rerio
C. auratus
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
D
P
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P
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P
P
P
P
P
P
P
P
P
P
P
P
P
N
N
N
D
N
N
N
N
-
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
C
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S
S
S
S
S
S
S
E
E
E
E
E
E
E
E
D
D
D
Q
E
E
E
D
C
C
C
C
C
C
C
C
C
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C
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C
C
C
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C
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C
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C
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A
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S
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S
S
S
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S
S
A
S
A
A
T
T
T
T
A
P
T
T
K
K
K
K
K
K
K
K
K
K
K
K
K
K
K
K
G
G
G
G
G
V
G
G
T
T
T
T
S
S
S
S
S
S
S
S
T
T
T
T
R. norvegicus
C. griseus
M. musculus
C. familiaris
S. scrofa
H. sapiens
C. aethiops
O. cuniculus
E. lucius
O. mykiss
Z. viviparus
P. platessa
C. rastrospinosus
N. coriiceps
P. charcoti
C. aceratus
C. hamatus
G. acuticeps
P. borchgrevinki
T. bernacchii
O. mossambicus
G. morhua
D. rerio
C. auratus
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
S
C
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S
S
P
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P
P
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D
E
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C
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A
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V
N
G
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G
G
20
S
T
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N
N
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A
A
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A
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A
G
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A
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C
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A
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S
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C
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V
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I
I
I
V
I
I
V
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C
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40
C
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30
K
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S
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T
K
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A
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N
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E
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K
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K
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K
K
A
A
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Q
Q
C
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50
K
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I
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A
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Q
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Q
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Q
Fig. 1. Aligned protein sequences of piscine and mammalian metallothioneins. The first 8 sequences refer to mammals, the remaining 16 to fish.
R. Scudiero et al. / Gene 345 (2005) 21–26
23
2.2. Independent contrasts
Independent contrast analysis was carried out using the
method implemented in the CAIC software package (Purvis
and Rambaut, 1995). The assumption of phylogenetic
independence was tested as described by Abouheif (1999)
using the software of the same author (Reeve and Abouheif,
2003).
2.3. Other methods
Three-dimensional structures of fish and mouse metallothioneins were visualized using the software Rasmol v.
2.6. Statistical analysis was carried out using the software
package StatView v. 5.0.1 released by SAS Institute (Cary,
NC USA).
3. Results
3.1. A survey of fish and mammalian metallothioneins
Previous studies carried out in our laboratory reported in
details the distinctive features of mammalian and fish
metallothioneins. The results of these studies are summarized in this section before moving into the section aimed to
phylogenetic analysis. Fig. 1 shows the sequence alignment
of representative fish and mammalian metallothioneins used
in this study. With respect to mammalian metallothioneins,
fish metallothioneins display a number of distinctive
features in the primary structure, including the displacement
of a cysteine residue located in the carboxyterminal half of
the molecule (occupying position 54 in the alignment shown
in Fig. 1) and a lower number of lysine residues juxtaposed
to cysteines (Scudiero et al., 1997). The main consequence
of the displacement of the banomalousQ cysteine residue is
the drastically different orientation of the motif K50-G51K52-T53 of fish metallothionein with respect to the
corresponding K50-G51-A52-A53 motif of mouse metallothionein (see Fig. 1). As shown in Fig. 2, in the fish
metallothionein, the loop formed by the motif KGKT rotates
down, opening a wide channel and causing a different
arrangement of charged residues on the molecule surface
(Capasso et al., 2003b). Another peculiarity of fish metallothionein is the presence of three short segments of
secondary structure elements (one a-helix from T41 to
A44 and one 310 helix from V48 to K50 in the a domain,
one a-helix from E5 to S9 in the h domain; Fig. 2).
In addition, NMR spectroscopy showed a selective
broadening of the heteronuclear spectra of fish metallothionein, thus suggesting a higher flexibility of the
molecule. The fact that the observed broadening did not
affect the homonuclear spectra suggests an exchange
phenomenon involving metal ions that is much more
pronounced in fish metallothionein than in its murine
counterpart (Capasso et al., 2003b). NMR observations are
Fig. 2. NMR solution structures of fish (Notothenia coriiceps) and mouse
metallothioneins. Backbone structures of fish and mouse a domains are
shown in panels (A) and (B), respectively. Backbone structures of fish and
mouse h domains are shown in panels (C) and (D), respectively.
further supported by both circular dichroism (D’Auria et al.,
2001) and dynamic fluorescence spectra (Capasso et al.,
2002) of fish metallothionein that are considerably influenced by temperature, whereas the mouse protein is much
less affected by heating. Moreover, fish metallothionein
displays a more pronounced reactivity of the metal–thiolate
clusters in the presence of the redox couple formed by
reduced and oxidized glutathione (D’Auria et al., 2001) and
a better metal exchange capability with respect to mouse
metallothionein (Capasso et al., 2003b).
3.2. Phylogenetic comparative analysis
The results reported above show that fish metallothionein
are characterized by a higher plasticity and flexibility with
respect to their mammalian counterpart. For proteins like
metallothioneins an increase in flexibility is achieved mostly
by weakening the hydrophobic interactions.
The values of the hydropathy index for fish and
mammalian metallothioneins reported in Fig. 3 suggest that
all fish metallothionein are less hydrophobic than mammalian metallothioneins. The average value of hydropathy for
fish metallothioneins is 0.225, whereas the corresponding
value for mammals is 0.098. Unpaired t-test shows that the
two means are significantly different (t=9.78, pb0.0001).
The metallothionein phylogeny depicted in Fig. 3 shows
that metallothioneins with low hydropathy index are closest
relatives and the same is true for metallothioneins with high
24
R. Scudiero et al. / Gene 345 (2005) 21–26
Gadus morhua
-0.329 10 ºC
Pleuronectes platessa
- 0.251 6 ºC
Zoarces viviparous -0.243 10 ºC
Oreochromis mossambicus -0.249 20 ºC
Chionodraco rastrospinosus
-0.246 -2 ºC
Notothenia coriiceps -0.246 -2 ºC
Trematomus bernacchii -0.246 -2 ºC
Gymnodraco acuticeps -0.246 -2 ºC
Pagothenia borchgrevinki
-0.246 -2 ºC
Chionodraco hamatus -0.246 -2 ºC
Esox lucius
Parachaenichthys charcoti
-0.294 -2 ºC
Chaenocephalus aceratus
-0.152 -2 ºC
-0.187 18 ºC
Oncorhyncus mykiss
-0.204 17 ºC
Danio rerio -0.108 30 ºC
Carassius auratus -0.109 25 ºC
Mus musculus 0.0844 37ºC
Rattus norvegicus
0.00278 37 ºC
Cricetulus griseus
-0.0022 37 ºC
Homo sapiens 0.197 37 ºC
Canis familiaris 0.0416 37 ºC
Sus scrofa
0.127 37 ºC
Cercopithecus aethiops 0.0702 37 ºC
Oryctolagus cuniculus -0.0541 37 ºC
Fig. 3. Phylogenetic tree of fish and mammalian metallothioneins used in contrast analysis. Hydropathy indexes and optimal temperatures are reported at the
tips, near the species names.
hydropathy index. At this point, it was mandatory to run a
test to decide whether the changes in this character are due
to phylogenetic contingency or adaptation.
A
0.02
0
-0.02
B
4.5
Contrasts in temperature
Contrasts in hydropathy
0.04
It has become increasingly clear that a phylogenetically
based comparative method should be applied whenever the
assumption of phylogenetic independence is violated;
3.5
2.5
1.5
0.5
-0.5
-0.04
-0.3
-0.2
-0.1
0
Hydropathy at nodes
0.1
-5
5
15
25
35
Temperature at nodes
Fig. 4. Phylogenetic independence of contrasts. (A) Relationship between contrasts in hydropathy and hydropathy inferred at the nodes (R 2=0.002). (B)
Relationship between contrasts in temperature and temperature inferred at the nodes (R 2=0.04). Contrasts and nodal values were computed by the
program CAIC.
R. Scudiero et al. / Gene 345 (2005) 21–26
however, before applying a phylogenetic comparative
method it is advisable to test the assumption of phylogenetic
independence with appropriate statistical methods. For such
a purpose, we have used a phylogenetic independence
method based on the serial independence test described by
Abouheif (1999). The results of such a test shows that 1 out
of 1000 randomized mean C_statistics calculated on the
hydropathy index of the metallothioneins in the tree in Fig.
3 (tip values) was greater or equal to the observed mean
C_statistics ( p=0.001). Hence, these data are significantly
phylogenetically correlated, thus prompting us to carry out
comparative analysis by independent contrasts in the two
continuous traits, i.e. hydropathy and temperature. As
contrasts may not be phylogenetic independent for a number
of reasons, including non-brownian mode of evolution
(Felsenstein, 1985), we have applied to the contrasts the
same phylogenetic independence test reported above. The
results of this test show that contrasts are not phylogenetically correlated ( pN0.2); indeed, the plots in Fig. 4 show
lack of correlation between contrasts and values at the
nodes. As shown in Fig. 5, the independent contrasts in the
two continuous variables considered exhibit a coefficient of
determination R 2=0.057, indicating that less than 6% of the
dependent variable variation is explained by the independent variable. We have also searched for correlated evolution
between hydropathy and a categorical trait occurring in the
two states classified as bhomeothermsQ and bpoikilothermsQ.
Under the assumption that the evolution of the continuous
trait (hydropathy) is not linked to the categorical trait, the
mean value of the contrasts should be zero. The null
hypothesis cannot be rejected, because the mean 0.004 is
not significantly different from zero ( p=0.31).
A pitfall in the application of phylogenetic comparative
methods is given by an erroneous estimate of contrasts if the
phylogeny and the branch lengths are not correct (Pagel,
1993; Freckleton et al., 2002). To overcome this problem,
we have repeated the whole analysis using a topology and
the relative branch lengths inferred by a maximum likelihood method. The results of these analyses duplicated
Contrasts in hydropathy
0.04
0.02
0
-0.02
-0.04
-0.5
0.5
1.5
2.5
3.5
4.5
Contrasts in temperature
Fig. 5. Independent contrasts in hydropathy plotted versus independent
contrasts in temperature.
25
those reported in the present study. Hence, we must
conclude that there is no correlation between protein
hydropathy and thermal regime of the species.
4. Discussion
The variety of forms resulting from evolution depends on
the different ways in which natural selection operates. In the
study of evolutionary processes, a frequent hypothesis to
test is whether specific traits arise from adaptation or reflect
phylogeny. Indeed, phylogenetic related species may share
certain characteristics as a consequence of their common
ancestry (phylogenetic contingency) or, alternatively,
because they are optimally adapted to their environmental
conditions.
Vertebrates can be gathered into the two large groups of
homeotherms and poikilotherms. Homeotherms are warmblooded animals capable of maintaining the body temperature in the range of 32–42 8C, whereas poikilotherms
comprise species in which the body temperature equilibrates
with that of the external environment. In a previous paper
(Capasso et al., 2003b), we reported the results of a study
carried out on the metallothioneins of homeotherms,
represented by mammals, and poikilotherms, represented
by fish.
All the putative functions attributed to metallothioneins
give a considerable weight to the presence of reactive
metal–thiolate clusters in the molecule. One of the most
striking peculiarities of metallothioneins is the thermodynamic stability and the remarkable kinetic reactivity of the
clusters. Consequently, in spite of the apparent rigidity of
the molecule, metallothioneins are in a dynamic active state,
with a continuous redistribution of the metal ions inside and
within the clusters. The severe structural constraints put on
metal–thiolate clusters, together with the moderate variability of the amino acids placed between the cysteines,
suggested a highly conserved function for all metallothioneins, independently of the phylogenetic origin.
In contrast, our studies on fish metallothionein demonstrate that the limited number of amino acid substitutions
occurring in fish metallothionein is capable to affect thiol
reactivity (D’Auria et al., 2001) and metal exchangeability
(Capasso et al., 2003b). Owing to the compact spatial
configuration, metallothioneins are endowed of remarkable
tolerance to heat, thus precluding the possibility to test
protein thermostability. However, analyses carried out with
the aid of circular dichroism spectroscopy showed that the
conformation of the Cd–thiolate chromophore of fish
metallothionein is reversibly modified by temperature to a
higher extent than mammalian metallothionein (D’Auria et
al., 2001). Moreover, time-resolved dynamic fluorescence
data (Capasso et al., 2002) and NMR spectra (Capasso et al.,
2003b) unraveled a more flexible structure, while infrared
spectra suggest a large accessibility to the solvent (Capasso
et al., 2002).
26
R. Scudiero et al. / Gene 345 (2005) 21–26
It has been conjectured that flexible proteins are more
adapted to cope the effects of low temperatures, whereas
thermophilic proteins posses a more rigid structure. In a
previous paper we showed that metallothionein hydropathy
(that can be taken as a measure of their flexibility) is
positively correlated with optimal body temperature (Capasso et al., 2003a). The present work is an attempt to
establish whether metallothionein hydropathy is a property
linked to adaptation or correlated to phylogenesis.
Phylogenetic comparative methods may be very useful to
investigate the association between two traits: the two
alternative methods usually applied in comparative analysis
are the so-called directional method, based on the reconstruction of the ancestral character states at the nodes of the
inferred phylogeny, and the cross-sectional method that
finds associations across taxa. These methods have been
successfully employed to investigate the correlation
between preferred temperatures and optimal performance
temperatures in lizards (Huey and Bennet, 1987) and, more
recently, the correlation between genomic GC levels and
optimal growth temperatures in prokaryotes (Musto et al.,
2004).
On the basis of results of our analysis, we conclude that
there is no significant relationship between metallothionein
hydropathy and temperature after taking away the phylogenetic component, in spite of the cross species correlation
observed between the raw data. Probably, the dichotomy
between mammalian and fish metallothioneins originated at
early stages of phylogenesis, as suggested by the fact that
reconstructed ancestral metallothionein sequences exhibit
lower values of the hydropathy index along the fish lineage
with respect to the ancestral sequences inferred at the nodes
of the homeotherms (Capasso et al., 2003a). The data of the
present study are in keeping with results of contrast analysis
applied to invertebrate and vertebrate enzymes, indicating
the lack of correlation between protein stability and body
temperature (Stillman and Somero, 2001) and no temperature-adaptive variations in G+C levels (Ream et al., 2003).
Although the few data available do not allow drawing any
general conclusion, all these results taken together suggest
that certain protein features such as structural stability and
molecular flexibility result from mutations arising independently of specific aspects of the environment. This does
not mean that traits are not adapted at all, as optimal
adaptation is the result of genetic mutations combined with
natural selection, although it is not always possible to
establish which conditions are more influential on selection.
One of the objections raised against phylogenetic comparative methods is the irrelevance of phylogenetic dependence, because across-species variations of a specific trait are
often associated to the fact that phylogenetic related species
share the same ecological habitats. Such an objection
contrasts with the fact that, in our case, hydropathy is not
correlated with the two groups of bmammalsQ and bfishQ.
In conclusion, the present study shows that metallothionein hydropathy is a character displaying significant
phylogenetic dependence. Analysis by independent contrasts failed to support significant association between
hydropathy and thermal regime of species.
Acknowledgements
This work is the frame of the bProgetto Nazionale per le
Ricerche in AntartideQ (PNRA).
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