Discrepancy between mRNA and protein abundance: Insight from information retrieval process in computers

被引:76
作者
Wang, Degeng [1 ]
机构
[1] Univ S Florida, Dept Biol, Div Cell Biol Microbiol & Mol Biol CMM, Tampa, FL 33620 USA
关键词
Information retrieval; Microarray analysis; Proteomic analysis; Network regulation; Computing; Omics; Systems biology;
D O I
10.1016/j.compbiolchem.2008.07.014
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Discrepancy between the abundance of cognate protein and RNA molecules is frequently observed. A theoretical understanding of this discrepancy remains elusive, and it is frequently described as surprises and/or technical difficulties in the literature. Protein and RNA represent different steps of the multistepped cellular genetic information flow process, in which they are dynamically produced and degraded. This paper explores a comparison with a similar process in computers-multi-step information flow from storage level to the execution level. Functional similarities can be found in almost every facet of the retrieval process. Firstly, common architecture is shared. as the ribonome (RNA space) and the proteome (protein space) are functionally similar to the computer primary memory and the computer cache memory, respectively. Secondly, the retrieval process functions, in both systems, to support the operation of dynamic networks-biochemical regulatory networks in cells and, in computers, the virtual networks (of CPU instructions) that the CPU travels through while executing computer programs. Moreover, many regulatory techniques are implemented in computers at each step of the information retrieval process, with a goal of optimizing system performance. Cellular counterparts can be easily identified for these regulatory techniques. In other words, this comparative study attempted to utilize theoretical insight from computer system design principles as catalysis to sketch an integrative view of the gene expression process, that is, how it functions to ensure efficient operation of the overall cellular regulatory network. in context of this bird's-eye view, discrepancy between protein and RNA abundance became a logical observation one would expect. It was suggested that this discrepancy, when interpreted in the context of system operation, serves as a potential source of information to decipher regulatory logics underneath biochemical network operation. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:462 / 468
页数:7
相关论文
共 32 条
[1]  
ADLEMAN LM, 1994, SCIENCE, V266, P102
[2]   A comparison of selected mRNA and protein abundances in human liver [J].
Anderson, L ;
Seilhamer, J .
ELECTROPHORESIS, 1997, 18 (3-4) :533-537
[3]   INTRACELLULAR SIGNALING AS A PARALLEL DISTRIBUTED PROCESS [J].
BRAY, D .
JOURNAL OF THEORETICAL BIOLOGY, 1990, 143 (02) :215-231
[4]   PROTEIN MOLECULES AS COMPUTATIONAL ELEMENTS IN LIVING CELLS [J].
BRAY, D .
NATURE, 1995, 376 (6538) :307-312
[5]   Can computers help to explain biology? [J].
Brent, R ;
Bruck, J .
NATURE, 2006, 440 (7083) :416-417
[6]   Reverse engineering of biological complexity [J].
Csete, ME ;
Doyle, JC .
SCIENCE, 2002, 295 (5560) :1664-1669
[7]  
Fan J, 2002, MOL BIOL CELL, V13, p521A
[8]   HNS, a nuclear-cytoplasmic shuttling sequence in HuR [J].
Fan, XHC ;
Steitz, JA .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (26) :15293-15298
[9]   Quantitative proteomic analysis of the budding yeast cell cycle using acid-cleavable isotope-coded affinity tag reagents [J].
Flory, Mark R. ;
Lee, Hookeun ;
Bonneau, Richard ;
Mallick, Parag ;
Serikawa, Kyle ;
Morris, David R. ;
Aebersold, Ruedi .
PROTEOMICS, 2006, 6 (23) :6146-6157
[10]   Genomic run-on evaluates transcription rates for all yeast genes and identifies gene regulatory mechanisms [J].
García-Martínez, J ;
Aranda, A ;
Pérez-Ortín, JE .
MOLECULAR CELL, 2004, 15 (02) :303-313