An exploration of the genetic robustness landscape of surface protein families in the human protozoan parasite trypanosoma cruzi

被引:10
作者
Azuaje, Francisco [1 ]
Ramirez, Jose Luis
da Silveira, Jos Franco
机构
[1] Univ Ulster, Comp Sci Res Inst, Jordanstown BT37 OQB, North Ireland
[2] IDEA, Ctr Biotechnol, Caracas 10080, Venezuela
[3] Univ Fed Sao Paulo, Escola Paulista Med, BR-04023062 Sao Paulo, Brazil
基金
巴西圣保罗研究基金会;
关键词
bioinformatics; chagas disease; data mining; gene volatility; protozoan genome; sequence analysis;
D O I
10.1109/TNB.2007.903482
中图分类号
Q5 [生物化学];
学科分类号
071010 [生物化学与分子生物学]; 081704 [应用化学];
摘要
The ability of genes to be robust to mutations at the codon level has been suggested as a key factor for understanding adaptation features. It has been proposed that genes relevant to host-parasite interactions will tend to exhibit high volatility or "antirobust" patterns, which may be related to the capacity of the parasite to evade the host immune system. We compared two superfamilies of surface proteins, trans-sialidase (TS)-like proteins and putative surface protein dispersed gene family-1 (DGF-1), in the parasite Trypanosoma cruzi in terms of a measure of gene volatility. We proposed alternative codon robustness indicators based on cross entropy and impurity of amino acids encoded by point-mutations, which were compared to a volatility estimator previously published. This allowed us to present a more detailed description of the differences between families. A significant difference was observed in terms of these scores, with the TS-MVar1 and the DGF-1 families showing the highest and lowest gene volatility values respectively. The cross entropy and impurity estimators suggest that the MVar1 levels of volatility are linearly correlated with their capacity to generate diverse sets of amino acids as a consequence of potential mutations. This study indicates the feasibility of applying different measures of genetic robustness to detect variations between potential drug targets at the protein level.
引用
收藏
页码:223 / 228
页数:6
相关论文
共 28 条
[1]
CLONING AND CHARACTERIZATION OF A GENE FOR THE STAGE-SPECIFIC 82-KDA SURFACE-ANTIGEN OF METACYCLIC TRYPOMASTIGOTES OF TRYPANOSOMA-CRUZI [J].
ARAYA, JE ;
CANO, MI ;
YOSHIDA, N ;
DASILVEIRA, JF .
MOLECULAR AND BIOCHEMICAL PARASITOLOGY, 1994, 65 (01) :161-169
[2]
Genetic robustness and selection at the protein level for synonymous codons [J].
Archetti, M .
JOURNAL OF EVOLUTIONARY BIOLOGY, 2006, 19 (02) :353-365
[3]
Selection on codon usage for error minimization at the protein level [J].
Archetti, M .
JOURNAL OF MOLECULAR EVOLUTION, 2004, 59 (03) :400-415
[4]
The Trypanosoma cruzi proteome [J].
Atwood, JA ;
Weatherly, DB ;
Minning, TA ;
Bundy, B ;
Cavola, C ;
Opperdoes, FR ;
Orlando, R ;
Tarleton, RL .
SCIENCE, 2005, 309 (5733) :473-476
[5]
Azuaje Francisco J, 2007, Kinetoplastid Biol Dis, V6, P6, DOI 10.1186/1475-9292-6-6
[6]
CARMO MS, 2002, MOL BIOCHEM PARASIT, V125, P201
[7]
The genome sequence of Trypanosoma cruzi, etiologic agent of Chagas disease [J].
El-Sayed, NM ;
Myler, PJ ;
Bartholomeu, DC ;
Nilsson, D ;
Aggarwal, G ;
Tran, AN ;
Ghedin, E ;
Worthey, EA ;
Delcher, AL ;
Blandin, G ;
Westenberger, SJ ;
Caler, E ;
Cerqueira, GC ;
Branche, C ;
Haas, B ;
Anupama, A ;
Arner, E ;
Åslund, L ;
Attipoe, P ;
Bontempi, E ;
Bringaud, F ;
Burton, P ;
Cadag, E ;
Campbell, DA ;
Carrington, M ;
Crabtree, J ;
Darban, H ;
da Silveira, JF ;
de Jong, P ;
Edwards, K ;
Englund, PT ;
Fazelina, G ;
Feldblyum, T ;
Ferella, M ;
Frasch, AC ;
Gull, K ;
Horn, D ;
Hou, LH ;
Huang, YT ;
Kindlund, E ;
Ktingbeil, M ;
Kluge, S ;
Koo, H ;
Lacerda, D ;
Levin, MJ ;
Lorenzi, H ;
Louie, T ;
Machado, CR ;
McCulloch, R ;
McKenna, A .
SCIENCE, 2005, 309 (5733) :409-415
[8]
NUCLEOTIDE-SEQUENCE AND TRANSCRIPTION OF A TRYPOMASTIGOTE SURFACE-ANTIGEN GENE OF TRYPANOSOMA-CRUZI [J].
FOUTS, DL ;
RUEF, BJ ;
RIDLEY, PT ;
WRIGHTSMAN, RA ;
PETERSON, DS ;
MANNING, JE .
MOLECULAR AND BIOCHEMICAL PARASITOLOGY, 1991, 46 (02) :189-200
[9]
FRASCH AAC, 2002, PARASITOL TODAY, V16, P282
[10]
Friedman J, 2001, The elements of statistical learning, V1, DOI DOI 10.1007/978-0-387-21606-5