1
|
Bousette N, Gramolini AO, Kislinger T. Proteomics-based investigations of animal models of disease. Proteomics Clin Appl 2012; 2:638-53. [PMID: 21136864 DOI: 10.1002/prca.200780043] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Cells contain a large yet, constant genome, which contains all the coding information necessary to sustain cellular physiology. However, proteins are the end products of genes, and hence dictate the phenotype of cells and tissues. Therefore, proteomics can provide key information for the elucidation of physiological and pathophysiological mechanisms by identifying the protein profile from cells and tissues. The relatively novel techniques used for the study of proteomics thus have the potential to improve diagnostic, prognostic, as well as therapeutic avenues. In this review, we first discuss the benefits of animal models over the use of human samples for the proteomic analysis of human disease. Next, we aim to demonstrate the potential of proteomics in the elucidation of disease mechanisms that may not be possible by other conventional technologies. Following this, we describe the use of proteomics for the analysis of PTM and protein interactions in animal models and their relevance to the study of human disease. Finally, we discuss the development of clinical biomarkers for the early diagnosis of disease via proteomic analysis of animal models. We also discuss the development of standard proteomes and relate how this data will benefit future proteomic research. A comprehensive review of all animal models used in conjunction with proteomics is beyond the scope of this manuscript. Therefore, we aimed to cover a large breadth of topics, which together, demonstrate the potential of proteomics as a powerful tool in biomedical research.
Collapse
Affiliation(s)
- Nicolas Bousette
- Department of Physiology, University of Toronto, Toronto, Ontario, Canada; Heart and Stroke/Richard Lewar Centre of Cardiovascular Excellence, Toronto, Ontario, Canada
| | | | | |
Collapse
|
2
|
Dütting S, Brachs S, Mielenz D. Fraternal twins: Swiprosin-1/EFhd2 and Swiprosin-2/EFhd1, two homologous EF-hand containing calcium binding adaptor proteins with distinct functions. Cell Commun Signal 2011; 9:2. [PMID: 21244694 PMCID: PMC3036668 DOI: 10.1186/1478-811x-9-2] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2010] [Accepted: 01/18/2011] [Indexed: 11/10/2022] Open
Abstract
Changes in the intracellular calcium concentration govern cytoskeletal rearrangement, mitosis, apoptosis, transcriptional regulation or synaptic transmission, thereby, regulating cellular effector and organ functions. Calcium binding proteins respond to changes in the intracellular calcium concentration with structural changes, triggering enzymatic activation and association with downstream proteins. One type of calcium binding proteins are EF-hand super family proteins. Here, we describe two recently discovered homologous EF-hand containing adaptor proteins, Swiprosin-1/EF-hand domain containing 2 (EFhd2) and Swiprosin-2/EF-hand domain containing 1 (EFhd1), which are related to allograft inflammatory factor-1 (AIF-1). For reasons of simplicity and concision we propose to name Swiprosin-1/EFhd2 and Swiprosin-2/EFhd1 from now on EFhd2 and EFhd1, according to their respective gene symbols. AIF-1 and Swiprosin-1/EFhd2 are already present in Bilateria, for instance in Drosophila melanogaster and Caenhorhabditis elegans. Swiprosin-2/EFhd1 arose later from gene duplication in the tetrapodal lineage. Secondary structure prediction of AIF-1 reveals disordered regions and one functional EF-hand. Swiprosin-1/EFhd2 and Swiprosin-2/EFhd1 exhibit a disordered region at the N-terminus, followed by two EF-hands and a coiled-coil domain. Whereas both proteins are similar in their predicted overall structure they differ in a non-homologous stretch of 60 amino acids just in front of the EF-hands. AIF-1 controls calcium-dependent cytoskeletal rearrangement in innate immune cells by means of its functional EF-hand. We propose that Swiprosin-1/EFhd2 as well is a cytoskeleton associated adaptor protein involved in immune and brain cell function. Pro-inflammatory conditions are likely to modulate expression and function of Swiprosin-1/EFhd2. Swiprosin-2/EFhd1, on the other hand, modulates apoptosis and differentiation of neuronal and muscle precursor cells, probably through an association with mitochondria. We suggest furthermore that Swiprosin-2/EFhd1 is part of a cellular response to oxidative stress, which could explain its pro-survival activity in neuronal, muscle and perhaps some malignant tissues.
Collapse
Affiliation(s)
- Sebastian Dütting
- Division of Molecular Immunology, Department of Medicine III, Nikolaus Fiebiger Center, University of Erlangen-Nürnberg, 91054 Erlangen, Germany.
| | | | | |
Collapse
|
3
|
Jiang SY, Christoffels A, Ramamoorthy R, Ramachandran S. Expansion mechanisms and functional annotations of hypothetical genes in the rice genome. PLANT PHYSIOLOGY 2009; 150:1997-2008. [PMID: 19535473 PMCID: PMC2719134 DOI: 10.1104/pp.109.139402] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2009] [Accepted: 06/15/2009] [Indexed: 05/18/2023]
Abstract
In each completely sequenced genome, 30% to 50% of genes are annotated as uncharacterized hypothetical genes. In the rice (Oryza sativa) genome, 10,918 hypothetical genes were annotated in the latest version (release 6) of the Michigan State University rice genome annotation. We have implemented an integrative approach to analyze their duplication/expansion and function. The analyses show that tandem/segmental duplication and transposition/retrotransposition have significantly contributed to the expansion of hypothetical genes despite their different contribution rates. A total of 3,769 hypothetical genes have been detected from retrogene, tandem, segmental, Pack-MULE, or long terminated direct repeat-related duplication/expansion. The nonsynonymous substitutions per site and synonymous substitutions per site analyses showed that 21.65% of them were still functional, accounting for 7.47% of total hypothetical genes. Global expression analyses have identified 1,672 expressed hypothetical genes. Among them, 415 genes might function in a developmental stage-specific manner. Antisense strand expression and small RNA analyses have demonstrated that a high percentage of these hypothetical genes might play important roles in negatively regulating gene expression. Homologous searches against Arabidopsis (Arabidopsis thaliana), maize (Zea mays), sorghum (Sorghum bicolor), and indica rice genomes suggest that most of the hypothetical genes could be annotated from recently evolved genomic sequences. These data advance the understanding of rice hypothetical genes as being involved in lineage-specific expansion and that they function in a specific developmental stage. Our analyses also provide a valuable means to facilitate the characterization and functional annotation of hypothetical genes in other organisms.
Collapse
Affiliation(s)
- Shu-Ye Jiang
- Rice Functional Genomics Group, Temasek Life Sciences Laboratory, National University of Singapore, Singapore 117604
| | | | | | | |
Collapse
|
4
|
Afjehi-Sadat L, Yang JW, Pollak A, Kim DW, Choi SY, Lubec G. Structural and Functional Analysis of Hypothetical Proteins in Mouse Hippocampus from Two-Dimensional Gel Electrophoresis. J Proteome Res 2007; 6:711-23. [PMID: 17269727 DOI: 10.1021/pr060453o] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Protein profiling in five individual mouse strains showed strain-specific expression of three hypothetical proteins (HPs). As functional and structural assignment of HPs were based on predictions and low identity to known structures, HPs were identified by MALDI-TOF/TOF, and their proposed tentative function was determined by enzyme assays. Three identified HPs were extracted from gels and renatured, and pyridoxal phosphate phosphatase, inorganic pyrophosphate phosphatase, and antioxidant activities were revealed, findings in agreement with functional predictions.
Collapse
Affiliation(s)
- Leila Afjehi-Sadat
- Department of Pediatrics, Medical University of Vienna, Waehringer Guertel 18-20, A-1090 Vienna, Austria
| | | | | | | | | | | |
Collapse
|
5
|
Oh JE, Karlmark KR, Shin J, Hengstschläger M, Lubec G. Differentiation-dependent expression of hypothetical proteins in the neuroblastoma cell line N1E-115. Proteins 2006; 63:671-80. [PMID: 16425288 DOI: 10.1002/prot.20807] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Several protein cascades, including signaling, cytoskeletal, chaperones, metabolic, and antioxidant proteins, have been shown to be involved in the process of neuronal differentiation (ND) of neuroblastoma cell lines. No systematic approach to detect hitherto unknown and unnamed proteins or structures that have been predicted upon nucleic acid sequences in ND has been published so far. We therefore decided to screen hypothetical protein (HP) expression by protein profiling. Two-dimensional gel electrophoresis with subsequent matrix-assisted laser desorption/ionization-time of flight mass spectrometry (MALDI-TOF/TOF) identification was used for expression analysis of undifferentiated and dimethylsulfoxide-induced neuronally differentiated N1E-115 cells. We unambiguously identified six HPs: Q8C520, Q99LF4, Q9CXS1, Q9DAF8, Q91WT0, and Q8C5G2. A prefoldin domain in Q91WT0, a t-SNARE domain in Q9CXS1, and a bromodomain were observed in Q8C5G2. For the three remaining proteins, no putative function using Pfam, BLOCKS, PROSITE, PRINTS, InterPro, Superfamily, CoPS, and ExPASy could be assigned. While two proteins were present in both cell lines, Q9CXS1 was switched off (i.e., undetectably low) in differentiated cells only, and Q9DAF8, Q91WT0, and Q8C5G2 were switched on in differentiated cells exclusively. Herein, using a proteomic approach suitable for screening and identification of HP, we present HP structures that have been only predicted so far based upon nucleic acid sequences. The four differentially regulated HPs may play a putative role in the process of ND.
Collapse
Affiliation(s)
- Ji-eun Oh
- Department of Pediatrics, Medical University of Vienna, Austria
| | | | | | | | | |
Collapse
|
6
|
Abstract
Proteomics technologies have been widely used in the investigation of neurodegenerative and psychiatric disorders, and in particular in the detection of differences between healthy individuals and patients suffering from such diseases. Thus, brain and cerebrospinal fluid (CSF) samples from patients with Alzheimer's disease, Down syndrome, Pick's disease, Parkinson's disease, schizophrenia, and other disorders as well as brain and CSF from animals serving as models of neurological disorders have been analyzed by proteomics. 2-DE followed by MALDI-TOF-MS has been mainly applied as this proteomics approach provides the possibility of convenient quantification of protein levels and detection of post-translational modifications. About 330 unique proteins with deranged levels and modifications have been detected by proteomics approaches to be related to neurodegeneration and psychiatric disorders. They are mainly involved in metabolism pathways, cytoskeleton formation, signal transduction, guidance, detoxification, transport, and conformational changes. In this article, we provide a summary of the major contributions of proteomics technologies in the study of neurodegenerative and psychiatric diseases, in particular, in the detection of changes in protein levels and modifications related to these disorders.
Collapse
Affiliation(s)
- Michael Fountoulakis
- Division of Biotechnology, Foundation for Biomedical Research, Academy of Athens, Athens, Greece.
| | | |
Collapse
|
7
|
Pollak DD, John J, Scharl T, Leisch F, Schneider A, Hoeger H, Lubec G. Strain-dependent regulation of neurotransmission and actin-remodelling proteins in the mouse hippocampus. GENES BRAIN AND BEHAVIOR 2006; 5:200-4. [PMID: 16507010 DOI: 10.1111/j.1601-183x.2006.00207.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Individual mouse strains differ significantly in terms of behaviour, cognitive function and long-term potentiation. Hippocampal gene expression profiling of eight different mouse strains points towards strain-specific regulation of genes involved in neuronal information storage. Protein expression with regard to strain- dependent expression of structures related to neuronal information storage has not been investigated yet. Herein, a proteomic approach based on two-dimensional gel electrophoresis coupled with mass spectrometry (MALDI-TOF/TOF) has been chosen to address this question by determining strain-dependent expression of proteins involved in neurotransmission and activity-induced actin remodelling in hippocampal tissue of five mouse strains. Of 31 spots representing 16 different gene products analysed and quantified, N-ethylmaleimide-sensitive fusion protein, N-ethylmaleimide-sensitive factor attachment protein-alpha, actin-like protein 3, profilin and cofilin were expressed in a strain-dependent manner. By treating protein expression as a phenotype, we have shown significant genetic variation in brain protein expression. Further experiments in this direction may provide an indication of the genetic elements that contribute to the phenotypic differences between the selected strains through the expressional level of the translated protein. In view of this, we propose that proteomic analysis enabling to concomitantly survey the expression of a large number of proteins could serve as a valuable tool for genetic and physiological studies of central nervous system function.
Collapse
Affiliation(s)
- D D Pollak
- Department of Pediatrics, Division of Pediatric Neuroscience, Medical University of Vienna, Austria
| | | | | | | | | | | | | |
Collapse
|
8
|
Lubec G, Afjehi-Sadat L, Yang JW, John JPP. Searching for hypothetical proteins: theory and practice based upon original data and literature. Prog Neurobiol 2005; 77:90-127. [PMID: 16271823 DOI: 10.1016/j.pneurobio.2005.10.001] [Citation(s) in RCA: 133] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2005] [Revised: 09/18/2005] [Accepted: 10/02/2005] [Indexed: 12/29/2022]
Abstract
A large part of mammalian proteomes is represented by hypothetical proteins (HP), i.e. proteins predicted from nucleic acid sequences only and protein sequences with unknown function. Databases are far from being complete and errors are expected. The legion of HP is awaiting experiments to show their existence at the protein level and subsequent bioinformatic handling in order to assign proteins a tentative function is mandatory. Two-dimensional gel-electrophoresis with subsequent mass spectrometrical identification of protein spots is an appropriate tool to search for HP in the high-throughput mode. Spots are identified by MS or by MS/MS measurements (MALDI-TOF, MALDI-TOF-TOF) and subsequent software as e.g. Mascot or ProFound. In many cases proteins can thus be unambiguously identified and characterised; if this is not the case, de novo sequencing or Q-TOF analysis is warranted. If the protein is not identified, the sequence is being sent to databases for BLAST searches to determine identities/similarities or homologies to known proteins. If no significant identity to known structures is observed, the protein sequence is examined for the presence of functional domains (databases PROSITE, PRINTS, InterPro, ProDom, Pfam and SMART), subjected to searches for motifs (ELM) and finally protein-protein interaction databases (InterWeaver, STRING) are consulted or predictions from conformations are performed. We here provide information about hypothetical proteins in terms of protein chemical analysis, independent of antibody availability and specificity and bioinformatic handling to contribute to the extension/completion of protein databases and include original work on HP in the brain to illustrate the processes of HP identification and functional assignment.
Collapse
Affiliation(s)
- Gert Lubec
- Department of Pediatrics, Division of Basic Sciences, Medical University of Vienna, Waehringer Guertel 18-20, A-1090, Vienna, Austria.
| | | | | | | |
Collapse
|
9
|
Lalonde R, Le Pêcheur M, Strazielle C, London J. Exploratory activity and motor coordination in wild-type SOD1/SOD1 transgenic mice. Brain Res Bull 2005; 66:155-62. [PMID: 15982533 DOI: 10.1016/j.brainresbull.2005.04.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2004] [Revised: 03/30/2005] [Accepted: 04/18/2005] [Indexed: 11/30/2022]
Abstract
SOD1 is one of several overexpressed genes in trisomy 21. In order to dissect possible genetic causes of the syndrome, wild-type SOD1/SOD1 transgenic mice were compared to FVB/N non-transgenic controls at 5 months of age in tests of exploratory activity and motor coordination. Wild-type SOD1/SOD1 transgenic mice had fewer stereotyped movements in an open-field and fell sooner from a rotorod than controls. In contrast, wild-type SOD1/SOD1 transgenic mice had fewer falls on a wire suspension test. There was no intergroup difference for ambulatory movements in the open-field, exploration of the elevated plus-maze, emergence from a small compartment, and motor coordination on a stationary beam. These results indicate that homozygous mice expressing human SOD1 are impaired in their ability to adjust their posture in response to a moving surface and make fewer small-amplitude movements without any change in general exploratory activity.
Collapse
Affiliation(s)
- R Lalonde
- Université de Rouen, Faculté de Médecine et de Pharmacie, INSERM U614, Bâtiment de Recherche, 22 bld Gambetta, Salle 1D18, 76183 Rouen Cedex, France.
| | | | | | | |
Collapse
|
10
|
Afjehi-Sadat L, Shin JH, Felizardo M, Lee K, Slavc I, Lubec G. Detection of hypothetical proteins in 10 individual human tumor cell lines. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2004; 1747:67-80. [PMID: 15680240 DOI: 10.1016/j.bbapap.2004.09.024] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2004] [Revised: 09/27/2004] [Accepted: 09/27/2004] [Indexed: 12/20/2022]
Abstract
The search for new structures in tumors by genomics and proteomics methods is a major goal in tumor biology and may lead to the detection of markers or antigens for the generation of tumor vaccines. The aim of this study was to identify proteins that have been predicted so far based upon their nucleic acid sequence only or show poor identity to known proteins in tumor cell lines. Cell lines of neuroblastoma, colorectal, cervix carcinoma, adenocarcinoma of the ovary, lung and breast cancer, promyelocytic leukaemia, rhabdomyosarcoma, osteosarcoma and malignant melanoma were used. Cell lysates were run on 2D gel electrophoresis with subsequent in-gel digestion and MALDI-TOF-TOF analysis. A series of 10 hypothetical proteins (HPs) were observed and three of these proteins, hypothetical protein (Q9BTE6), CGI-83 protein (Q9Y392) and similar to CG11334 (Q9BV20), were so far described in tumors exclusively. The other seven proteins were already detected at the transcriptional level in normal and tumor cell lines or tissues. In conclusion, the three HPs observed in lung cancer and malignant melanoma may be candidates for development of tumor markers and generation of tumor vaccines.
Collapse
Affiliation(s)
- Leila Afjehi-Sadat
- Medical University of Vienna, Division of Basic Science, Department of Pediatrics, Währinger Gürtel 18, A-1090 Vienna, Austria
| | | | | | | | | | | |
Collapse
|