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1.
Zoolog Sci ; 30(11): 938-43, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24199859

ABSTRACT

Lysozymes are key proteins that play important roles in innate immune defense in many animal phyla by breaking down the bacterial cell-walls. In this study, we report the molecular cloning, sequence analysis and phylogeny of the first caudate amphibian g-lysozyme: a full-length spleen cDNA library from axolotl (Ambystoma mexicanum). A goose-type (g-lysozyme) EST was identified and the full-length cDNA was obtained using RACE-PCR. The axolotl g-lysozyme sequence represents an open reading frame for a putative signal peptide and the mature protein composed of 184 amino acids. The calculated molecular mass and the theoretical isoelectric point (pl) of this mature protein are 21523.0 Da and 4.37, respectively. Expression of g-lysozyme mRNA is predominantly found in skin, with lower levels in spleen, liver, muscle, and lung. Phylogenetic analysis revealed that caudate amphibian g-lysozyme had distinct evolution pattern for being juxtaposed with not only anura amphibian, but also with the fish, bird and mammal. Although the first complete cDNA sequence for caudate amphibian g-lysozyme is reported in the present study, clones encoding axolotl's other functional immune molecules in the full-length cDNA library will have to be further sequenced to gain insight into the fundamental aspects of antibacterial mechanisms in caudate.


Subject(s)
Ambystoma mexicanum/genetics , Ambystoma mexicanum/metabolism , Muramidase/metabolism , Phylogeny , Amino Acid Sequence , Animals , Base Sequence , Cloning, Molecular , Gene Expression Regulation/physiology , Molecular Sequence Data , Muramidase/classification , Muramidase/genetics , Transcriptome
2.
Zoolog Sci ; 30(8): 658-62, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23915159

ABSTRACT

Antifreeze proteins (AFPs) refer to a class of polypeptides that are produced by certain vertebrates, plants, fungi, and bacteria and which permit their survival in subzero environments. In this study, we report the molecular cloning, sequence analysis and three-dimensional structure of the axolotl antifreeze-like protein (AFLP) by homology modeling of the first caudate amphibian AFLP. We constructed a full-length spleen cDNA library of axolotl (Ambystoma mexicanum). An EST having highest similarity (∼42%) with freeze-responsive liver protein Li16 from Rana sylvatica was identified, and the full-length cDNA was subsequently obtained by RACE-PCR. The axolotl antifreeze-like protein sequence represents an open reading frame for a putative signal peptide and the mature protein composed of 93 amino acids. The calculated molecular mass and the theoretical isoelectric point (pl) of this mature protein were 10128.6 Da and 8.97, respectively. The molecular characterization of this gene and its deduced protein were further performed by detailed bioinformatics analysis. The three-dimensional structure of current AFLP was predicted by homology modeling, and the conserved residues required for functionality were identified. The homology model constructed could be of use for effective drug design. This is the first report of an antifreeze-like protein identified from a caudate amphibian.


Subject(s)
Antifreeze Proteins/metabolism , Urodela/metabolism , Amino Acid Sequence , Animals , Antifreeze Proteins/chemistry , Antifreeze Proteins/genetics , Base Sequence , Cloning, Molecular , DNA, Complementary/genetics , Gene Expression Regulation , Models, Molecular , Protein Conformation , Sequence Alignment , Urodela/genetics
3.
Biometrics ; 68(3): 859-68, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22221181

ABSTRACT

Using a new type of array technology, the reverse phase protein array (RPPA), we measure time-course protein expression for a set of selected markers that are known to coregulate biological functions in a pathway structure. To accommodate the complex dependent nature of the data, including temporal correlation and pathway dependence for the protein markers, we propose a mixed effects model with temporal and protein-specific components. We develop a sequence of random probability measures (RPM) to account for the dependence in time of the protein expression measurements. Marginally, for each RPM we assume a Dirichlet process model. The dependence is introduced by defining multivariate beta distributions for the unnormalized weights of the stick-breaking representation. We also acknowledge the pathway dependence among proteins via a conditionally autoregressive model. Applying our model to the RPPA data, we reveal a pathway-dependent functional profile for the set of proteins as well as marginal expression profiles over time for individual markers.


Subject(s)
Models, Statistical , Protein Array Analysis/statistics & numerical data , Proteomics/statistics & numerical data , Bayes Theorem , Biomarkers, Tumor/metabolism , Biometry , Cell Line, Tumor , Data Interpretation, Statistical , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/metabolism , Female , Humans , Lapatinib , Linear Models , Markov Chains , Monte Carlo Method , Multivariate Analysis , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/metabolism , Quinazolines/pharmacology , Signal Transduction/drug effects , Statistics, Nonparametric
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