1
|
Gao Y, Liu J, Zhang H, Zhang X, Gui R, Zhang K, Li Y, Zhou M, Tong C, Huang SC, Wang X. Transcriptomic profiling of lipopolysaccharide-challenged bovine mammary epithelial cells treated with forsythoside A. Anim Biotechnol 2023; 34:4523-4537. [PMID: 36651589 DOI: 10.1080/10495398.2023.2165936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Mastitis is usually caused by a variety of pathogenic bacteria that seriously impact the health and milk-production ability of dairy cows, with consequent, economically detrimental effects on the dairy industry. Forsythoside A (FTA), isolated from the fruit and leaves of Forsythia suspensa (Thunb.) Vahl (Oleaceae), has been reported to have significant antioxidant, anti-inflammatory, and antibacterial effects. However, it is not clear whether FTA exerts a protective effect against lipopolysaccharide (LPS)-induced bovine mastitis and its potential gene signature. In this study, high-throughput sequencing technology was performed to analyze the differences between the mRNA and enrichment pathway of bovine mammary epithelial cells of the control, LPS, and LPS + FTA groups. The results showed that there were 139 differentially expressed genes (DEGs) (p-value < 0.05, |log2FoldChange| > 1, FPKM > 1) in the LPS group compared with the control group, including 121 up-regulated genes and 18 down-regulated genes, which were mainly enriched in the cellular response to lipopolysaccharide, cytokine activity, protein binding, and IL-17 signaling pathway based on Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, respectively. Compared with the control group and LPS + FTA group, there were 349 DEGs, including 322 up-regulated genes and 27 down-regulated genes. They were mainly enriched in protein localization to organelles, centrosomes, binding, and the IL-17 signaling pathway, based on GO and KEGG analysis. Compared to the LPS group, the LPS + FTA group had 272 DEGs, including 259 up-regulated genes and 13 down-regulated genes, which were mainly enriched in RNA processing, IL-6 receptor binding, and the lysosome pathway, based on GO and KEGG analyses. It can be seen that LPS stimulation induced the expression of inflammation-related genes, IL-17 and IL-6, whereas FTA treatment promoted the expression of the spliceosome-, lysosome-, and oxidative stress-related genes HSP70, HSPA8, and PARP2. The study utilized RNA-sequencing analysis of FTA against LPS-challenged bovine mammary epithelial cells to explore key mRNA findings that may be strongly associated with inflammation and oxidative stress, and provides a theoretical reference for further elucidation of molecular mechanisms of bovine mastitis and therapeutic effects of FTA against bovine mastitis.
Collapse
Affiliation(s)
- Yingkui Gao
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| | - Jingjing Liu
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| | - Huaqiang Zhang
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| | - Xing Zhang
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| | - Rong Gui
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| | - Kefei Zhang
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| | - Yunlu Li
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| | - Menghan Zhou
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| | - Chao Tong
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
- Wushu Overseas Students Pioneer Park, Wuhu, China
| | - Shu-Cheng Huang
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| | - Xuebing Wang
- College of Veterinary Medicine, Henan Agricultural University, Zhengzhou, China
| |
Collapse
|
2
|
Ma C, Zhang C, Wang X, Zhu F, Wang X, Zhang M, Duan Y. Alternative Splicing Analysis Revealed the Role of Alpha-Linolenic Acid and Carotenoids in Fruit Development of Osmanthus fragrans. Int J Mol Sci 2023; 24:ijms24108666. [PMID: 37240011 DOI: 10.3390/ijms24108666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/26/2023] [Accepted: 05/08/2023] [Indexed: 05/28/2023] Open
Abstract
Alternative splicing refers to the process of producing different splicing isoforms from the same pre-mRNA through different alternative splicing events, which almost participates in all stages of plant growth and development. In order to understand its role in the fruit development of Osmanthus fragrans, transcriptome sequencing and alternative splicing analysis was carried out on three stages of O. fragrans fruit (O. fragrans "Zi Yingui"). The results showed that the proportion of skipping exon events was the highest in all three periods, followed by a retained intron, and the proportion of mutually exclusive exon events was the lowest and most of the alternative splicing events occurred in the first two periods. The results of enrichment analysis of differentially expressed genes and differentially expressed isoforms showed that alpha-Linolenic acid metabolism, flavonoid biosynthesis, carotenoid biosynthesis, photosynthesis, and photosynthetic-antenna protein pathways were significantly enriched, which may play an important role in the fruit development of O. fragrans. The results of this study lay the foundation for further study of the development and maturation of O. fragrans fruit and further ideas for controlling fruit color and improving fruit quality and appearance.
Collapse
Affiliation(s)
- Cancan Ma
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, International Cultivar Registration Center for Osmanthus, Nanjing Forestry University, Nanjing 210037, China
| | - Cheng Zhang
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, International Cultivar Registration Center for Osmanthus, Nanjing Forestry University, Nanjing 210037, China
| | - Xiaoyan Wang
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, International Cultivar Registration Center for Osmanthus, Nanjing Forestry University, Nanjing 210037, China
| | - Fuyuan Zhu
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, International Cultivar Registration Center for Osmanthus, Nanjing Forestry University, Nanjing 210037, China
| | - Xianrong Wang
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, International Cultivar Registration Center for Osmanthus, Nanjing Forestry University, Nanjing 210037, China
| | - Min Zhang
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, International Cultivar Registration Center for Osmanthus, Nanjing Forestry University, Nanjing 210037, China
| | - Yifan Duan
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, International Cultivar Registration Center for Osmanthus, Nanjing Forestry University, Nanjing 210037, China
| |
Collapse
|
3
|
Wang J, Xi Y, Ma S, Qi J, Li J, Zhang R, Han C, Li L, Wang J, Liu H. Single-molecule long-read sequencing reveals the potential impact of posttranscriptional regulation on gene dosage effects on the avian Z chromosome. BMC Genomics 2022; 23:122. [PMID: 35148676 PMCID: PMC8832729 DOI: 10.1186/s12864-022-08360-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 02/01/2022] [Indexed: 12/23/2022] Open
Abstract
Background Mammalian sex chromosomes provide dosage compensation, but avian lack a global mechanism of dose compensation. Herein, we employed nanopore sequencing to investigate the genetic basis of gene expression and gene dosage effects in avian Z chromosomes at the posttranscriptional level. Results In this study, the gonad and head skin of female and male duck samples (n = 4) were collected at 16 weeks of age for Oxford nanopore sequencing. Our results revealed a dosage effect and local regulation of duck Z chromosome gene expression. Additionally, AS and APA achieve tissue-specific gene expression, and male-biased lncRNA regulates its Z-linked target genes, with a positive regulatory role for gene dosage effects on the duck Z chromosome. In addition, GO enrichment and KEGG pathway analysis showed that the dosage effects of Z-linked genes were mainly associated with the cellular response to hormone stimulus, melanin biosynthetic, metabolic pathways, and melanogenesis, resulting in sex differences. Conclusions Our data suggested that post transcriptional regulation (AS, APA and lncRNA) has a potential impact on the gene expression effects of avian Z chromosomes. Our study provides a new view of gene regulation underlying the dose effects in avian Z chromosomes at the RNA post transcriptional level. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08360-8.
Collapse
Affiliation(s)
- Jianmei Wang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China
| | - Yang Xi
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China
| | - Shengchao Ma
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China
| | - Jingjing Qi
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China
| | - Junpeng Li
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China
| | - Rongping Zhang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China
| | - Chunchun Han
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China
| | - Liang Li
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China
| | - Jiwen Wang
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China
| | - Hehe Liu
- Farm Animal Genetic Resources Exploration and Innovation Key Laboratory of Sichuan Province, College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 613000, China.
| |
Collapse
|
4
|
Bogard B, Francastel C, Hubé F. Multiple information carried by RNAs: total eclipse or a light at the end of the tunnel? RNA Biol 2020; 17:1707-1720. [PMID: 32559119 PMCID: PMC7714488 DOI: 10.1080/15476286.2020.1783868] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 06/06/2020] [Accepted: 06/12/2020] [Indexed: 12/14/2022] Open
Abstract
The findings that an RNA is not necessarily either coding or non-coding, or that a precursor RNA can produce different types of mature RNAs, whether coding or non-coding, long or short, have challenged the dichotomous view of the RNA world almost 15 years ago. Since then, and despite an increasing number of studies, the diversity of information that can be conveyed by RNAs is rarely searched for, and when it is known, it remains largely overlooked in further functional studies. Here, we provide an update with prominent examples of multiple functions that are carried by the same RNA or are produced by the same precursor RNA, to emphasize their biological relevance in most living organisms. An important consequence is that the overall function of their locus of origin results from the balance between various RNA species with distinct functions and fates. The consideration of the molecular basis of this multiplicity of information is obviously crucial for downstream functional studies when the targeted functional molecule is often not the one that is believed.
Collapse
Affiliation(s)
- Baptiste Bogard
- Université De Paris, Epigenetics and Cell Fate, CNRS, Paris, France
| | | | - Florent Hubé
- Université De Paris, Epigenetics and Cell Fate, CNRS, Paris, France
| |
Collapse
|
5
|
Gu J, Ma S, Zhang Y, Wang D, Cao S, Wang ZY. Genome-Wide Identification of Cassava Serine/Arginine-Rich Proteins: Insights into Alternative Splicing of Pre-mRNAs and Response to Abiotic Stress. PLANT & CELL PHYSIOLOGY 2020; 61:178-191. [PMID: 31596482 DOI: 10.1093/pcp/pcz190] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Accepted: 09/26/2019] [Indexed: 05/08/2023]
Abstract
Serine/arginine-rich (SR) proteins have an essential role in the splicing of pre-messenger RNA (pre-mRNA) in eukaryote. Pre-mRNA with introns can be alternatively spliced to generate multiple transcripts, thereby increasing adaptation to the external stress conditions in planta. However, pre-mRNA of SR proteins can also be alternatively spliced in different plant tissues and in response to diverse stress treatments, indicating that SR proteins might be involved in regulating plant development and adaptation to environmental changes. We identified and named 18 SR proteins in cassava and systematically studied their splicing and transcriptional changes under tissue-specific and abiotic stress conditions. Fifteen out of 18 SR genes showed alternative splicing in the tissues. 45 transcripts were found from 18 SR genes under normal conditions, whereas 55 transcripts were identified, and 21 transcripts were alternate spliced in some SR genes under salt stress, suggesting that SR proteins might participate in the plant adaptation to salt stress. We then found that overexpression of MeSR34 in Arabidopsis enhanced the tolerance to salt stress through maintaining reactive oxygen species homeostasis and increasing the expression of calcineurin B-like proteins (CBL)-CBL-interacting protein kinases and osmotic stress-related genes. Therefore, our findings highlight the critical role of cassava SR proteins as regulators of RNA splicing and salt tolerance in planta.
Collapse
Affiliation(s)
- Jinbao Gu
- School of Food Science and Engineering, Hefei University of Technology, Hefei, Anhui 230009, China
- Guangdong Provincial Bioengineering Institute (Guangzhou Sugarcane Industry Research Institute), Guangzhou, Guangdong 510316, China
| | - Siya Ma
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, Institute of Tropical Agriculture and Forestry, Hainan University, Haikou, Hainan 570228, China
| | - Yuna Zhang
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, Institute of Tropical Agriculture and Forestry, Hainan University, Haikou, Hainan 570228, China
| | - Dong Wang
- Key Laboratory of Molecular Biology and Gene Engineering in Jiangxi Province, College of Life Science, Nanchang University, Jiangxi 330031, China
| | - Shuqing Cao
- School of Food Science and Engineering, Hefei University of Technology, Hefei, Anhui 230009, China
| | - Zhen-Yu Wang
- Guangdong Provincial Bioengineering Institute (Guangzhou Sugarcane Industry Research Institute), Guangzhou, Guangdong 510316, China
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, Institute of Tropical Agriculture and Forestry, Hainan University, Haikou, Hainan 570228, China
| |
Collapse
|
6
|
|
7
|
Woods AG, Sokolowska I, Ngounou Wetie AG, Channaveerappa D, Dupree EJ, Jayathirtha M, Aslebagh R, Wormwood KL, Darie CC. Mass Spectrometry for Proteomics-Based Investigation. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1140:1-26. [DOI: 10.1007/978-3-030-15950-4_1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
|
8
|
Presence of Androgen Receptor Variant in Neuronal Lipid Rafts. eNeuro 2017; 4:eN-NWR-0109-17. [PMID: 28856243 PMCID: PMC5575139 DOI: 10.1523/eneuro.0109-17.2017] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Revised: 08/03/2017] [Accepted: 08/14/2017] [Indexed: 11/21/2022] Open
Abstract
Fast, nongenomic androgen actions have been described in various cell types, including neurons. However, the receptor mediating this cell membrane–initiated rapid signaling remains unknown. This study found a putative androgen receptor splice variant in a dopaminergic N27 cell line and in several brain regions (substantia nigra pars compacta, entorhinal cortex, and hippocampus) from gonadally intact and gonadectomized (young and middle-aged) male rats. This putative splice variant protein has a molecular weight of 45 kDa and lacks an N-terminal domain, indicating it is homologous to the human AR45 splice variant. Interestingly, AR45 was highly expressed in all brain regions examined. In dopaminergic neurons, AR45 is localized to plasma membrane lipid rafts, a microdomain involved in cellular signaling. Further, AR45 protein interacts with membrane-associated G proteins Gαq and Gαo. Neither age nor hormone levels altered AR45 expression in dopaminergic neurons. These results provide the first evidence of AR45 protein expression in the brain, specifically plasma membrane lipid rafts. AR45 presence in lipid rafts indicates that it may function as a membrane androgen receptor to mediate fast, nongenomic androgen actions.
Collapse
|
9
|
WITHDRAWN: Identifying differentially expressed genes in the intestine of healthy and diarrheal Rex Rabbits by RNA-Seq. GENE REPORTS 2016. [DOI: 10.1016/j.genrep.2016.12.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
|
10
|
Huang B, Zhang L, Tang X, Zhang G, Li L. Genome-Wide Analysis of Alternative Splicing Provides Insights into Stress Adaptation of the Pacific Oyster. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2016; 18:598-609. [PMID: 27771778 DOI: 10.1007/s10126-016-9720-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2016] [Accepted: 09/12/2016] [Indexed: 06/06/2023]
Abstract
Alternative splicing (AS) is thought to enhance transcriptome diversity dramatically and play an important role in stress adaptation. While well studied in vertebrates, AS remains poorly understood in invertebrates. Here, we used high-throughput RNA-sequencing data to perform a genome-wide survey of AS in the Pacific oyster (Crassostrea gigas), an economically important mollusk that is cultivated worldwide. This analysis identified 8223 AS events corresponding to 4480 genes in the Pacific oyster, suggesting that about 16 % of oyster multiexonic genes undergo AS. We observed that a majority of the identified AS events were related to skipped exons (37.8 %). Then Gene Ontology analysis was conducted to analyze the function of the genes that undergo AS and the genes that produce more than five AS isoforms. After that, the expression of AS isoforms facing temperature, salinity, and air exposure challenge were examined. To validate our bioinformatic-predicted results and examine whether AS affects stress adaptation, we selected heat-shock protein 60 (HSP60) and HSP90 genes, both of which experience AS, for reverse transcription PCR (RT-PCR). We also performed quantitative real-time PCR (qRT-PCR) to determine the relative expression of each AS isoform among different stress adapted populations. Our study indicates that AS events are likely complex in the Pacific oyster and may be related to stress adaptation. These results will complement the predicted gene database of C. gigas and provide an invaluable resource for future functional genomic studies on molluscs.
Collapse
Affiliation(s)
- Baoyu Huang
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, 7th Nanhai Rd, Qingdao, China
- Laboratory for Marine Fisheries and Aquaculture, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
- National and Local Joint Engineering Laboratory of Ecological Mariculture, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
| | - Linlin Zhang
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, 7th Nanhai Rd, Qingdao, China
- National and Local Joint Engineering Laboratory of Ecological Mariculture, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
| | - Xueying Tang
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, 7th Nanhai Rd, Qingdao, China
- National and Local Joint Engineering Laboratory of Ecological Mariculture, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
| | - Guofan Zhang
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, 7th Nanhai Rd, Qingdao, China
- National and Local Joint Engineering Laboratory of Ecological Mariculture, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
| | - Li Li
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, 7th Nanhai Rd, Qingdao, China.
- Laboratory for Marine Fisheries and Aquaculture, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China.
- National and Local Joint Engineering Laboratory of Ecological Mariculture, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China.
| |
Collapse
|
11
|
Yan JJ, Zhang L, Wang RQ, Xie B, Li X, Chen RL, Guo LX, Xie BG. The Sequence Characteristics and Expression Models Reveal Superoxide Dismutase Involved in Cold Response and Fruiting Body Development in Volvariella volvacea. Int J Mol Sci 2016; 17:ijms17010034. [PMID: 26784168 PMCID: PMC4730280 DOI: 10.3390/ijms17010034] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Revised: 12/16/2015] [Accepted: 12/21/2015] [Indexed: 12/14/2022] Open
Abstract
As the first defence for cells to counteract the toxicity of active oxygen, superoxide dismutase (SOD) plays an important role in the response of living organisms to stress and cell differentiation. One extracellular Cu-ZnSOD (ecCu-ZnSOD), and two MnSODs, were identified based on the Volvariella volvacea genome sequence. All three genes have complicated alternative splicing modes during transcription; only when the fourth intron is retained can the Vv_Cu-Znsod1 gene be translated into a protein sequence with SOD functional domains. The expression levels of the three sod genes in the pilei are higher than in the stipe. The Vv_Cu-Znsod1 and the Vv_Mnsod2 are co-expressed in different developmental stages of the fruiting body, with the highest level of expression in the pilei of the egg stage, and they show a significant, positive correlation with the efficiency of karyogamy, indicating the potential role of these two genes during karyogamy. The expression of the ecCu-Znsod and two Vv_Mnsod genes showed a significant up-regulated when treated by cold stress for one hour; however, the lack of the intracellular Cu-ZnSOD encoding gene (icCu-Znsod) and the special locus of the ecCu-Znsod gene initiation codon suggested a possible reason for the autolysis phenomenon of V. volvacea in cold conditions.
Collapse
Affiliation(s)
- Jun-Jie Yan
- Mycological Research Center, College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Lei Zhang
- Mycological Research Center, College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Rui-Qing Wang
- Mycological Research Center, College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
- College of Food Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Bin Xie
- Mycological Research Center, College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Xiao Li
- Mycological Research Center, College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Ren-Liang Chen
- Mycological Research Center, College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Li-Xian Guo
- Mycological Research Center, College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Bao-Gui Xie
- Mycological Research Center, College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| |
Collapse
|
12
|
Knocking down the expression of TRA2β inhibits the proliferation and migration of human glioma cells. Pathol Res Pract 2015; 211:731-9. [DOI: 10.1016/j.prp.2015.04.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Revised: 04/04/2015] [Accepted: 04/29/2015] [Indexed: 01/08/2023]
|
13
|
Min XJ, Powell B, Braessler J, Meinken J, Yu F, Sablok G. Genome-wide cataloging and analysis of alternatively spliced genes in cereal crops. BMC Genomics 2015; 16:721. [PMID: 26391769 PMCID: PMC4578763 DOI: 10.1186/s12864-015-1914-5] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Accepted: 09/09/2015] [Indexed: 11/10/2022] Open
Abstract
Background Protein functional diversity at the post-transcriptional level is regulated through spliceosome mediated pre-mRNA alternative splicing (AS) events and that has been widely demonstrated to be a key player in regulating the functional diversity in plants. Identification and analysis of AS genes in cereal crop plants are critical for crop improvement and understanding regulatory mechanisms. Results We carried out the comparative analyses of the functional landscapes of the AS using the consensus assembly of expressed sequence tags and available mRNA sequences in four cereal plants. We identified a total of 8,734 in Oryza sativa subspecies (ssp) japonica, 2,657 in O. sativa ssp indica, 3,971 in Sorghum bicolor, and 10,687 in Zea mays AS genes. Among the identified AS events, intron retention remains to be the dominant type accounting for 23.5 % in S. bicolor, and up to 55.8 % in O. sativa ssp indica. We identified a total of 887 AS genes that were conserved among Z. mays, S. bicolor, and O. sativa ssp japonica; and 248 AS genes were found to be conserved among all four studied species or ssp. Furthermore, we identified 53 AS genes conserved with Brachypodium distachyon. Gene Ontology classification of AS genes revealed functional assignment of these genes in many biological processes with diverse molecular functions. Conclusions AS is common in cereal plants. The AS genes identified in four cereal crops in this work provide the foundation for further studying the roles of AS in regulation of cereal plant growth and development. The data can be accessed at Plant Alternative Splicing Database (http://proteomics.ysu.edu/altsplice/). Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1914-5) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Xiang Jia Min
- Department of Biological Sciences, Youngstown State University, Youngstown, OH, 44555, USA. .,Center for Applied Chemical Biology, Youngstown State University, Youngstown, OH, 44555, USA.
| | - Brian Powell
- Department of Computer Science and Information Systems, Youngstown State University, Youngstown, OH, 44555, USA
| | - Jonathan Braessler
- Department of Computer Science and Information Systems, Youngstown State University, Youngstown, OH, 44555, USA
| | - John Meinken
- Center for Applied Chemical Biology, Youngstown State University, Youngstown, OH, 44555, USA.,Department of Computer Science and Information Systems, Youngstown State University, Youngstown, OH, 44555, USA.,Present address: Center for Health Informatics, University of Cincinnati, Cincinnati, OH, 45267-0840, USA
| | - Feng Yu
- Department of Computer Science and Information Systems, Youngstown State University, Youngstown, OH, 44555, USA
| | - Gaurav Sablok
- Plant Functional Biology and Climate Change Cluster (C3), University of Technology Sydney, PO Box 123, Broadway, NSW, 2007, Australia
| |
Collapse
|
14
|
Woods AG, Sokolowska I, Ngounou Wetie AG, Wormwood K, Aslebagh R, Patel S, Darie CC. Mass spectrometry for proteomics-based investigation. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2014; 806:1-32. [PMID: 24952176 DOI: 10.1007/978-3-319-06068-2_1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Within the past years, we have witnessed a great improvement in mass spectrometry (MS) and proteomics approaches in terms of instrumentation, protein fractionation, and bioinformatics. With the current technology, protein identification alone is no longer sufficient. Both scientists and clinicians want not only to identify proteins but also to identify the protein's posttranslational modifications (PTMs), protein isoforms, protein truncation, protein-protein interaction (PPI), and protein quantitation. Here, we describe the principle of MS and proteomics and strategies to identify proteins, protein's PTMs, protein isoforms, protein truncation, PPIs, and protein quantitation. We also discuss the strengths and weaknesses within this field. Finally, in our concluding remarks we assess the role of mass spectrometry and proteomics in scientific and clinical settings in the near future. This chapter provides an introduction and overview for subsequent chapters that will discuss specific MS proteomic methodologies and their application to specific medical conditions. Other chapters will also touch upon areas that expand beyond proteomics, such as lipidomics and metabolomics.
Collapse
Affiliation(s)
- Alisa G Woods
- Biochemistry & Proteomics Group, Department of Chemistry & Biomolecular Science, Clarkson University, 8 Clarkson Avenue, Potsdam, NY, 13699-5810, USA
| | | | | | | | | | | | | |
Collapse
|
15
|
Ahn YK, Tripathi S, Cho YI, Kim JH, Lee HE, Kim DS, Woo JG, Cho MC. De novo transcriptome assembly and novel microsatellite marker information in Capsicum annuum varieties Saengryeg 211 and Saengryeg 213. BOTANICAL STUDIES 2013; 54:58. [PMID: 28510893 PMCID: PMC5430321 DOI: 10.1186/1999-3110-54-58] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2013] [Accepted: 11/02/2013] [Indexed: 05/31/2023]
Abstract
BACKGROUND Pepper, Capsicum annuum L., Solanaceae, is a major staple economically important vegetable crop worldwide. Limited functional genomics resources and whole genome association studies could be substantially improved through the application of molecular approach for the characterization of gene content and identification of molecular markers. The massive parallel pyrosequencing of two pepper varieties, the highly pungent, Saengryeg 211, and the non-pungent, Saengryeg 213, including de novo transcriptome assembly, functional annotation, and in silico discovery of potential molecular markers is described. We performed 454 GS-FLX Titanium sequencing of polyA-selected and normalized cDNA libraries generated from a single pool of transcripts obtained from mature fruits of two pepper varieties. RESULTS A single 454 pyrosequencing run generated 361,671 and 274,269 reads totaling 164.49 and 124.60 Mb of sequence data (average read length of 454 nucleotides), which assembled into 23,821 and 17,813 isotigs and 18,147 and 15,129 singletons for both varieties, respectively. These reads were organized into 20,352 and 15,781 'isogroups' for both varieties. Assembled sequences were functionally annotated based on homology to genes in multiple public databases and assigned with Gene Ontology (GO) terms. Sequence variants analyses identified a total of 3,766 and 2,431 potential (Simple Sequence Repeat) SSR motifs for microsatellite analysis for both varieties, where trinucleotide was the most common repeat unit (84%), followed by di (9.9%), hexa (4.1%) and pentanucleotide repeats (2.1%). GAA repeat (8.6%) was the most frequent repeat motif, followed by TGG (7.2%), TTC (6.5%), and CAG (6.2%). CONCLUSIONS High-throughput transcriptome assembly, annotation and large scale of SSR marker discovery has been achieved using next generation sequencing (NGS) of two pepper varieties. These valuable informations for functional genomics resource shall help to further improve the pepper breeding efforts with respect to genetic linkage maps, QTL mapping and marker-assisted trait selection.
Collapse
Affiliation(s)
- Yul-Kyun Ahn
- Vegetable Research Division, National Institute of Horticultural & Herbal Science, Rural Development Administration, Suwon, 440-706 Republic of Korea
| | - Swati Tripathi
- Vegetable Research Division, National Institute of Horticultural & Herbal Science, Rural Development Administration, Suwon, 440-706 Republic of Korea
| | - Young-Il Cho
- Vegetable Research Division, National Institute of Horticultural & Herbal Science, Rural Development Administration, Suwon, 440-706 Republic of Korea
| | - Jeong-Ho Kim
- Vegetable Research Division, National Institute of Horticultural & Herbal Science, Rural Development Administration, Suwon, 440-706 Republic of Korea
| | - Hye-Eun Lee
- Vegetable Research Division, National Institute of Horticultural & Herbal Science, Rural Development Administration, Suwon, 440-706 Republic of Korea
| | - Do-Sun Kim
- Vegetable Research Division, National Institute of Horticultural & Herbal Science, Rural Development Administration, Suwon, 440-706 Republic of Korea
| | - Jong-Gyu Woo
- Vegetable Research Division, National Institute of Horticultural & Herbal Science, Rural Development Administration, Suwon, 440-706 Republic of Korea
| | - Myeong-Cheoul Cho
- Vegetable Research Division, National Institute of Horticultural & Herbal Science, Rural Development Administration, Suwon, 440-706 Republic of Korea
| |
Collapse
|
16
|
Chen Y, Zhang Y, Huang Z, Xu Q, Zhu Z, Tong Y, Yu Q, Ding J, Chen G. Molecular characterization, expression patterns, and subcellular localization of RIG-I in the Jinding duck (Anas platyrhynchos domesticus). DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2013; 41:766-771. [PMID: 23916689 DOI: 10.1016/j.dci.2013.07.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2013] [Revised: 07/16/2013] [Accepted: 07/24/2013] [Indexed: 06/02/2023]
Abstract
Retinoic acid-inducible gene I (RIG-I)-like receptors (RLRs) have recently been identified as cytoplasmic sensors for RNA virus. Recent research has shown that RIG-I, a member of this family, play an important role in innate immunity. In this study, we cloned the RIG-I gene from Jinding duck by reverse transcription polymerase chain reaction (RT-PCR) and rapid amplification of cDNA ends (RACE). We determined that the cDNA of duRIG-I contains a 14-bp 5' UTR, a 2802-bp open reading frame, and alternative 3' UTRs (295-bp and 927-bp) and encodes a polypeptide of 933 amino acids. Based on this sequence, the duRIG-I protein is predicted to have conserved domains typical of RLRs. In addition, duRIG-I was found to be distributed throughout DF1 cells by indirect immunofluorescence, as predicted. duRIG-I mRNA was scarcely detected in healthy tissues by semi-quantitative RT-PCR (sqRT-PCR). To study the role of RIG-I in innate immunity, we used synthetic double-stranded RNA to mimic viral infection in vivo and detected duRIG-I transcripts in spleen and liver by quantitative real-time PCR (qRT-PCR). The expression of duRIG-I mRNA was significantly elevated at 8h post-injection (P < 0.05) and was indistinguishable from control levels at other time points (P > 0.05). These results suggest that duRIG-I plays an important role in innate immune responses to double-stranded RNA viruses and warrant further studies to reveal the possible mechanism.
Collapse
Affiliation(s)
- Yang Chen
- College of Animal Science and Technology, Yangzhou University, Yangzhou, 225009 Jiangsu, PR China
| | | | | | | | | | | | | | | | | |
Collapse
|
17
|
Transcriptome analysis of Capsicum annuum varieties Mandarin and Blackcluster: assembly, annotation and molecular marker discovery. Gene 2013; 533:494-9. [PMID: 24125952 DOI: 10.1016/j.gene.2013.09.095] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2013] [Accepted: 09/26/2013] [Indexed: 11/22/2022]
Abstract
Next generation sequencing technologies have proven to be a rapid and cost-effective means to assemble and characterize gene content and identify molecular markers in various organisms. Pepper (Capsicum annuum L., Solanaceae) is a major staple vegetable crop, which is economically important and has worldwide distribution. High-throughput transcriptome profiling of two pepper cultivars, Mandarin and Blackcluster, using 454 GS-FLX pyrosequencing yielded 279,221 and 316,357 sequenced reads with a total 120.44 and 142.54Mb of sequence data (average read length of 431 and 450 nucleotides). These reads resulted from 17,525 and 16,341 'isogroups' and were assembled into 19,388 and 18,057 isotigs, and 22,217 and 13,153 singletons for both the cultivars, respectively. Assembled sequences were annotated functionally based on homology to genes in multiple public databases. Detailed sequence variant analysis identified a total of 9701 and 12,741 potential SNPs which eventually resulted in 1025 and 1059 genotype specific SNPs, for both the varieties, respectively, after examining SNP frequency distribution for each mapped unigenes. These markers for pepper will be highly valuable for marker-assisted breeding and other genetic studies.
Collapse
|
18
|
Walters B, Lum G, Sablok G, Min XJ. Genome-wide landscape of alternative splicing events in Brachypodium distachyon. DNA Res 2013; 20:163-71. [PMID: 23297300 PMCID: PMC3628446 DOI: 10.1093/dnares/dss041] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2012] [Accepted: 12/12/2012] [Indexed: 01/23/2023] Open
Abstract
Recently, Brachypodium distachyon has emerged as a model plant for studying monocot grasses and cereal crops. Using assembled expressed transcript sequences and subsequent mapping to the corresponding genome, we identified 1219 alternative splicing (AS) events spanning across 2021 putatively assembled transcripts generated from 941 genes. Approximately, 6.3% of expressed genes are alternatively spliced in B. distachyon. We observed that a majority of the identified AS events were related to retained introns (55.5%), followed by alternative acceptor sites (16.7%). We also observed a low percentage of exon skipping (5.0%) and alternative donor site events (8.8%). The 'complex event' that consists of a combination of two or more basic splicing events accounted for ∼14.0%. Comparative AS transcript analysis revealed 163 and 39 homologous pairs between B. distachyon and Oryza sativa and between B. distachyon and Arabidopsis thaliana, respectively. In all, we found 16 AS transcripts to be conserved in all 3 species. AS events and related putative assembled transcripts annotation can be systematically browsed at Plant Alternative Splicing Database (http://proteomics.ysu.edu/altsplice/plant/).
Collapse
Affiliation(s)
- Braden Walters
- Department of Computer Science and Information Systems, Youngstown State University, Youngstown, OH 44555, USA
| | - Gengkon Lum
- Department of Computer Science and Information Systems, Youngstown State University, Youngstown, OH 44555, USA
| | - Gaurav Sablok
- Sustainable Agro-ecosystems and Bioresources Department, IASMA Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, San Michele all'Adige, Trentino 38010, Italy
| | - Xiang Jia Min
- Center for Applied Chemical Biology, Department of Biological Sciences, Youngstown State University, Youngstown, OH 44555, USA
| |
Collapse
|
19
|
Liu Y, Zhao Y, Ju Q, Chen L, Li F, Zhou G, Xie P, Li G, Li Y. Molecular clone and functional study of a novel hepatoma associated gene. Int J Oncol 2013; 42:1105-12. [PMID: 23314567 DOI: 10.3892/ijo.2013.1766] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2012] [Accepted: 12/19/2012] [Indexed: 11/06/2022] Open
Abstract
HTA is a novel hepatoma associated gene screened by bioinformatic strategies in our previous study. In the present investigation, the full-length sequence of the HTA gene was cloned by 3'-rapid amplification of cDNA ends (RACE) and 5'-RACE, which was 1414 bp and the open reading frame (ORF) was constituted with 3 exons and 2 introns. There are two types of splicing of the mRNA of HTA. Northern blot analysis showed that the 1.4 kb HTA mRNA and 1.7 kb HTA mRNA transcripts were present in the hepatocellular carcinoma (HCC) cell lines HepG2 and QGY-7703 but not in the normal cell line L02 and the human umbilical vein endothelial cells (HUVECs). Overexpression of the HTA gene in the hepatic cell line QSG-7701 via stable transfection can promote its proliferation rate and colony forming ability and change the cell cycle distribution of the cell lines. These results showed that the HTA gene is a potential therapeutic target in HCC and the clarification of its gene structure and sequence information provide an essential tool for future research.
Collapse
Affiliation(s)
- Yanhong Liu
- Tumor Immunobiology Laboratory of Cancer Research Institute, Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Hunan 410078, P.R. China
| | | | | | | | | | | | | | | | | |
Collapse
|
20
|
Sokolowska I, Wetie AGN, Woods AG, Darie CC. Applications of Mass Spectrometry in Proteomics. Aust J Chem 2013. [DOI: 10.1071/ch13137] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Characterisation of proteins and whole proteomes can provide a foundation to our understanding of physiological and pathological states and biological diseases or disorders. Constant development of more reliable and accurate mass spectrometry (MS) instruments and techniques has allowed for better identification and quantification of the thousands of proteins involved in basic physiological processes. Therefore, MS-based proteomics has been widely applied to the analysis of biological samples and has greatly contributed to our understanding of protein functions, interactions, and dynamics, advancing our knowledge of cellular processes as well as the physiology and pathology of the human body. This review will discuss current proteomic approaches for protein identification and characterisation, including post-translational modification (PTM) analysis and quantitative proteomics as well as investigation of protein–protein interactions (PPIs).
Collapse
|
21
|
Human mucin MUC1 RNA undergoes different types of alternative splicing resulting in multiple isoforms. Cancer Immunol Immunother 2012; 62:423-35. [PMID: 22941036 DOI: 10.1007/s00262-012-1325-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2012] [Accepted: 07/20/2012] [Indexed: 10/27/2022]
Abstract
MUC1 is a transmembrane mucin with important functions in normal and transformed cells, carried out by the extracellular domain or the cytoplasmic tail. A characteristic feature of the MUC1 extracellular domain is the variable number of tandem repeats (VNTR) region. Alternative splicing may regulate MUC1 expression and possibly function. We developed an RT-PCR method for efficient isolation of MUC1 mRNA isoforms that allowed us to evaluate the extent of alternative splicing of MUC1 and elucidate some of the rules that govern this process. We cloned and analyzed 21, 24, and 36 isoforms from human tumor cell lines HeLa, MCF7, and Jurkat, respectively, and 16 from normal activated human T cells. Among the 78 MUC1 isoforms we isolated, 76 are new and different cells showed varied MUC1 expression patterns. The VNTR region of exon 2 was recognized as an intron with a fixed 5' splice site but variable 3' splice sites. We also report that the 3506 A/G SNP in exon 2 can regulate 3' splice sites selection in intron 1 and produce different MUC1 short isoform proteins. Furthermore, the SNP A to G mutation was also observed in vivo, during de novo tumor formation in MUC1(+/-)Kras(G12D/+)Pten(loxP/loxP) mice. No specific functions have been associated with previously reported short isoforms. We now report that one new G SNP-associated isoform MUC1/Y-LSP, but not the A SNP-associated isoform MUC1/Y, inhibits tumor growth in immunocompetent but not immunocompromised mice.
Collapse
|
22
|
Lu FH, Cho MC, Park YJ. Transcriptome profiling and molecular marker discovery in red pepper, Capsicum annuum L. TF68. Mol Biol Rep 2011; 39:3327-35. [PMID: 21706160 DOI: 10.1007/s11033-011-1102-x] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2011] [Accepted: 06/15/2011] [Indexed: 12/01/2022]
Abstract
Transcriptome from high throughput sequencing-by-synthesis is a good resource of molecular markers. In this study, we present utility of massively parallel sequencing by synthesis for profiling the transcriptome of red pepper (Capsicum annuum L. TF68) using 454 GS-FLX pyrosequencing. Through the generation of approximately 30.63 megabases (Mb) of expressed sequence tag (EST) data with the average length of 375 base pairs (bp), 9,818 contigs and 23,712 singletons were obtained by raw reads assembly. Using BLAST alignment against NCBI non-redundant and a UniProt protein database, 30% of the tentative consensus sequences were assigned to specific function annotation, while 24% returned alignments of unknown function, leaving up to 46% with no alignment. Functional classification using FunCat revealed that sequences with putative known function were distributed cross 18 categories. All unigenes have an approximately equal distribution on chromosomes by aligning with tomato (Solanum lycopersicum) pseudomolecules. Furthermore, 1,536 high quality single nucleotide discrepancies were discovered using the Bukang mature fruit cDNA collection (dbEST ID: 23667) as a reference. Moreover, 758 simple sequence repeat (SSR) motif loci were mined from 614 contigs, from which 572 primer sets were designed. The SSR motifs corresponded to di- and tri- nucleotide motifs (27.03 and 61.92%, respectively). These molecular markers may be of great value for application in linkage mapping and association mapping research.
Collapse
Affiliation(s)
- Fu-Hao Lu
- Department of Plant Resources, College of Industrial Sciences, Kongju National University, Yesan 340-802, Republic of Korea
| | | | | |
Collapse
|
23
|
Paulo JA, Lee LS, Wu B, Banks PA, Steen H, Conwell DL. Mass spectrometry-based proteomics of endoscopically collected pancreatic fluid in chronic pancreatitis research. Proteomics Clin Appl 2011; 5:109-20. [PMID: 21360826 DOI: 10.1002/prca.201000098] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2010] [Revised: 01/16/2011] [Accepted: 01/18/2011] [Indexed: 12/14/2022]
Abstract
MS-based investigation of pancreatic fluid enables the high-throughput identification of proteins present in the pancreatic secretome. Pancreatic fluid is a complex admixture of digestive, inflammatory, and other proteins secreted by the pancreas into the duodenum, and thus is amenable to MS-based proteomic analysis. Recent advances in endoscopic techniques, in particular the endoscopic pancreatic function test (ePFT), have improved the collection methodology of pancreatic fluid for proteomic analysis. Here, we provide an overview of MS-based proteomic techniques as applied to the study of pancreatic fluid. We address sample collection, protein extraction, MS sample preparation and analysis, and bioinformatic approaches, and summarize current MS-based investigations of pancreatic fluid. We then examine the limitations and the future potential of such technologies in the investigation of pancreatic disease. We conclude that pancreatic fluid represents a rich reservoir of potential biomarkers and that the study of the molecular mechanisms of chronic pancreatitis may benefit substantially from MS-based proteomics.
Collapse
Affiliation(s)
- Joao A Paulo
- Center for Pancreatic Disease, Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | | | | | | | | |
Collapse
|
24
|
Suzuki H, Osaki K, Sano K, Alam AHMK, Nakamura Y, Ishigaki Y, Kawahara K, Tsukahara T. Comprehensive analysis of alternative splicing and functionality in neuronal differentiation of P19 cells. PLoS One 2011; 6:e16880. [PMID: 21365003 PMCID: PMC3041816 DOI: 10.1371/journal.pone.0016880] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2010] [Accepted: 01/03/2011] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Alternative splicing, which produces multiple mRNAs from a single gene, occurs in most human genes and contributes to protein diversity. Many alternative isoforms are expressed in a spatio-temporal manner, and function in diverse processes, including in the neural system. METHODOLOGY/PRINCIPAL FINDINGS The purpose of the present study was to comprehensively investigate neural-splicing using P19 cells. GeneChip Exon Array analysis was performed using total RNAs purified from cells during neuronal cell differentiation. To efficiently and readily extract the alternative exon candidates, 9 filtering conditions were prepared, yielding 262 candidate exons (236 genes). Semiquantitative RT-PCR results in 30 randomly selected candidates suggested that 87% of the candidates were differentially alternatively spliced in neuronal cells compared to undifferentiated cells. Gene ontology and pathway analyses suggested that many of the candidate genes were associated with neural events. Together with 66 genes whose functions in neural cells or organs were reported previously, 47 candidate genes were found to be linked to 189 events in the gene-level profile of neural differentiation. By text-mining for the alternative isoform, distinct functions of the isoforms of 9 candidate genes indicated by the result of Exon Array were confirmed. CONCLUSIONS/SIGNIFICANCE Alternative exons were successfully extracted. Results from the informatics analyses suggested that neural events were primarily governed by genes whose expression was increased and whose transcripts were differentially alternatively spliced in the neuronal cells. In addition to known functions in neural cells or organs, the uninvestigated alternative splicing events of 11 genes among 47 candidate genes suggested that cell cycle events are also potentially important. These genes may help researchers to differentiate the roles of alternative splicing in cell differentiation and cell proliferation.
Collapse
Affiliation(s)
- Hitoshi Suzuki
- Center for Nano Materials and Technology, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan.
| | | | | | | | | | | | | | | |
Collapse
|
25
|
Qattan AT, Mulvey C, Crawford M, Natale DA, Godovac-Zimmermann J. Quantitative organelle proteomics of MCF-7 breast cancer cells reveals multiple subcellular locations for proteins in cellular functional processes. J Proteome Res 2010; 9:495-508. [PMID: 19911851 PMCID: PMC4261601 DOI: 10.1021/pr9008332] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
We have combined sucrose density gradient subcellular fractionation with quantitative, tandem-mass-spectrometry-based shotgun proteomics to investigate spatial distributions of proteins in MCF-7 breast cancer cells. Emphasis was placed on four major organellar compartments: cytosol, plasma membrane, endoplasmic reticulum, and mitochondrion. Two-thousand one-hundred eighty-four proteins were securely identified. Four-hundred eighty-one proteins (22.0% of total proteins identified) were found in unique sucrose gradient fractions, suggesting they may have unique subcellular locations. 454 proteins (20.8%) were found to be ubiquitously distributed. The remaining 1249 proteins (57.2%) were consistent with intermediate distribution over multiple, but not all, subcellular locations. Ninety-four proteins implicated in breast cancer and 478 other proteins which share the same five major cellular biological processes with a majority of the breast cancer proteins were observed in 334 and 1223 subcellular locations, respectively. The data obtained is used to evaluate the possibility of defining more exact sets of subcellular organelles, the completeness of current descriptions of spatial distribution of cellular proteins, the importance of multiple subcellular locations for proteins in functional processes, the subcellular distribution of proteins related to breast cancer, and the possibility of using these methods for dynamic spatio/temporal studies of function/regulation in MCF-7 breast cancer cells.
Collapse
Affiliation(s)
- Amal T. Qattan
- Division of Medicine, University College London, 5 University Street, London WC1E 6JF, United Kingdom
| | - Claire Mulvey
- Division of Medicine, University College London, 5 University Street, London WC1E 6JF, United Kingdom
| | - Mark Crawford
- Division of Medicine, University College London, 5 University Street, London WC1E 6JF, United Kingdom
| | - Darren A. Natale
- Department of Biochemistry and Molecular & Cellular Biology, Georgetown University Medical Center, 3300 Whitehaven Street, NW, Washington, D.C. 20007
| | | |
Collapse
|
26
|
Wang P, Yu P, Gao P, Shi T, Ma D. Discovery of novel human transcript variants by analysis of intronic single-block EST with polyadenylation site. BMC Genomics 2009; 10:518. [PMID: 19906316 PMCID: PMC2784480 DOI: 10.1186/1471-2164-10-518] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2009] [Accepted: 11/12/2009] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Alternative polyadenylation sites within a gene can lead to alternative transcript variants. Although bioinformatic analysis has been conducted to detect polyadenylation sites using nucleic acid sequences (EST/mRNA) in the public databases, one special type, single-block EST is much less emphasized. This bias leaves a large space to discover novel transcript variants. RESULTS In the present study, we identified novel transcript variants in the human genome by detecting intronic polyadenylation sites. Poly(A/T)-tailed ESTs were obtained from single-block ESTs and clustered into 10,844 groups standing for 5,670 genes. Most sites were not found in other alternative splicing databases. To verify that these sites are from expressed transcripts, we analyzed the supporting EST number of each site, blasted representative ESTs against known mRNA sequences, traced terminal sequences from cDNA clones, and compared with the data of Affymetrix tiling array. These analyses confirmed about 84% (9,118/10,844) of the novel alternative transcripts, especially, 33% (3,575/10,844) of the transcripts from 2,704 genes were taken as high-reliability. Additionally, RT-PCR confirmed 38% (10/26) of predicted novel transcript variants. CONCLUSION Our results provide evidence for novel transcript variants with intronic poly(A) sites. The expression of these novel variants was confirmed with computational and experimental tools. Our data provide a genome-wide resource for identification of novel human transcript variants with intronic polyadenylation sites, and offer a new view into the mystery of the human transcriptome.
Collapse
Affiliation(s)
- Pingzhang Wang
- Chinese National Human Genome Center, #3-707 North YongChang Road BDA, Beijing, PR China.
| | | | | | | | | |
Collapse
|
27
|
Liu B, Liu F, Bai L, Li Y, Yang G. Molecular cloning, expression and subcellular distribution of an alternative splice variant of the porcine Sirt2 gene. Mol Biol Rep 2009; 37:1671-6. [PMID: 19823955 DOI: 10.1007/s11033-009-9858-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2009] [Accepted: 09/28/2009] [Indexed: 12/30/2022]
Abstract
Sirt2, a NAD(+)-dependent histone deacetylase, plays a critical role in regulating lifespan, metabolism, mitosis and adipocyte differentiation. Here two bands of the porcine Sirt2 protein were found by western blotting, so we speculated existence of Sirt2 isoforms. Next, we cloned the porcine Sirt2 gene, and also found its alternative splice variant and named the novel splicing variant Sirt2(T). The complete cDNA sequence of Sirt2(T) is 1059 bp, encoding a deduced protein of 352 amino acids which is 39 amino acids shorter at the N-terminus than Sirt2. RT-PCR revealed that the Sirt2(T) mRNA is extensively expressed in porcine tissues, and can be expressed during adipocyte differentiation. In addition, immunofluorescence and transfection demonstrated that Sirt2(T) is located in the cytoplasm and nucleus.
Collapse
Affiliation(s)
- Bingting Liu
- Laboratory of Animal Fat Deposition and Muscle Development, College of Animal Science and Technology, Northwest A&F University, Shaanxi Province, People's Republic of China
| | | | | | | | | |
Collapse
|
28
|
Cooper C, Guo J, Yan Y, Chooniedass-Kothari S, Hube F, Hamedani MK, Murphy LC, Myal Y, Leygue E. Increasing the relative expression of endogenous non-coding Steroid Receptor RNA Activator (SRA) in human breast cancer cells using modified oligonucleotides. Nucleic Acids Res 2009; 37:4518-31. [PMID: 19483093 PMCID: PMC2715257 DOI: 10.1093/nar/gkp441] [Citation(s) in RCA: 79] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Products of the Steroid Receptor RNA Activator gene (SRA1) have the unusual property to modulate the activity of steroid receptors and other transcription factors both at the RNA (SRA) and the protein (SRAP) level. Balance between these two genetically linked entities is controlled by alternative splicing of intron-1, whose retention alters SRAP reading frame. We have previously found that both fully-spliced SRAP-coding and intron-1-containing non-coding SRA RNAs co-exist in breast cancer cell lines. Herein, we report a significant (Student's t-test, P < 0.003) higher SRA–intron-1 relative expression in breast tumors with higher progesterone receptor contents. Using an antisense oligoribonucleotide, we have successfully reprogrammed endogenous SRA splicing and increased SRA RNA–intron-1 relative level in T5 breast cancer cells. This increase is paralleled by significant changes in the expression of genes such as plasminogen urokinase activator and estrogen receptor beta. Estrogen regulation of other genes, including the anti-metastatic NME1 gene, is also altered. Overall, our results suggest that the balance coding/non-coding SRA transcripts not only characterizes particular tumor phenotypes but might also, through regulating the expression of specific genes, be involved in breast tumorigenesis and tumor progression.
Collapse
Affiliation(s)
- Charlton Cooper
- Department of Biochemistry & Medical Genetics, Manitoba Institute of Cell Biology, University of Manitoba, Winnipeg, Manitoba R3E0W3, Canada
| | | | | | | | | | | | | | | | | |
Collapse
|
29
|
Santamaria R, Vilageliu L, Grinberg D. SR proteins and the nonsense-mediated decay mechanism are involved in human GLB1 gene alternative splicing. BMC Res Notes 2008; 1:137. [PMID: 19114006 PMCID: PMC2631023 DOI: 10.1186/1756-0500-1-137] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2008] [Accepted: 12/29/2008] [Indexed: 12/29/2022] Open
Abstract
Background The human GLB1 gene is known to give rise to two alternatively spliced mRNAs, which encode two different proteins: lysosomal β-galactosidase (β-gal) and elastin-binding protein (EBP). The β-gal transcript includes the 16 exons of the GLB1 gene. In the EBP transcript, exons 3, 4 and 6 are skipped, while exon 5 has a different reading frame. However, little is known on how this alternative splicing is regulated. Findings Cycloheximide treatment of HeLa cells and human fibroblasts revealed the presence of new transcripts that are otherwise degraded by nonsense-mediated decay (NMD). A minigene carrying the exons involved in the alternative splicing of GLB1 was constructed. Improving the acceptor-site scores of exons 3 or 4 increased the relative inclusion of these exons, but did not stop them being skipped in some transcripts. Overexpression of different SR proteins altered the relative proportion of the different transcripts produced by the minigene, indicating a possible mechanism for the regulation of the alternative splicing of GLB1. Finally, a comparison of this gene among different species was performed. Conclusion In the processing of the GLB1 RNA several transcripts are generated, but only those with a correct reading frame are not degraded. The differential inclusion/exclusion of exons could be partially explained by the relatively weak splice sites in the exons involved. Different SR proteins have an effect on the process of skipping of these exons, at least in the minigene conditions, indicating a possible mechanism for the regulation of the alternative splicing of the GLB1 gene.
Collapse
Affiliation(s)
- Raül Santamaria
- Departament de Genètica, Facultat de Biologia, Universitat de Barcelona, Barcelona, Spain.
| | | | | |
Collapse
|
30
|
Xing Y, Stoilov P, Kapur K, Han A, Jiang H, Shen S, Black DL, Wong WH. MADS: a new and improved method for analysis of differential alternative splicing by exon-tiling microarrays. RNA (NEW YORK, N.Y.) 2008; 14:1470-1479. [PMID: 18566192 PMCID: PMC2491471 DOI: 10.1261/rna.1070208] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2008] [Accepted: 05/09/2008] [Indexed: 05/26/2023]
Abstract
We describe a method, microarray analysis of differential splicing (MADS), for discovery of differential alternative splicing from exon-tiling microarray data. MADS incorporates a series of low-level analysis algorithms motivated by the "probe-rich" design of exon arrays, including background correction, iterative probe selection, and removal of sequence-specific cross-hybridization to off-target transcripts. We used MADS to analyze Affymetrix Exon 1.0 array data on a mouse neuroblastoma cell line after shRNA-mediated knockdown of the splicing factor polypyrimidine tract binding protein (PTB). From a list of exons with predetermined inclusion/exclusion profiles in response to PTB depletion, MADS recognized all exons known to have large changes in transcript inclusion levels and offered improvement over Affymetrix's analysis procedure. We also identified numerous novel PTB-dependent splicing events. Thirty novel events were tested by RT-PCR and 27 were confirmed. This work demonstrates that the exon-tiling microarray design is an efficient and powerful approach for global, unbiased analysis of pre-mRNA splicing.
Collapse
Affiliation(s)
- Yi Xing
- Department of Internal Medicine, University of Iowa, Iowa City, Iowa 52242, USA.
| | | | | | | | | | | | | | | |
Collapse
|
31
|
Xie J. Control of alternative pre-mRNA splicing by Ca(++) signals. BIOCHIMICA ET BIOPHYSICA ACTA 2008; 1779:438-52. [PMID: 18258215 PMCID: PMC3500379 DOI: 10.1016/j.bbagrm.2008.01.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2007] [Revised: 12/18/2007] [Accepted: 01/08/2008] [Indexed: 02/06/2023]
Abstract
Alternative pre-mRNA splicing is a common way of gene expression regulation in metazoans. The selective use of specific exons can be modulated in response to various manipulations that alter Ca(++) signals, particularly in neurons. A number of splicing factors have also been found to be controlled by Ca(++) signals. Moreover, pre-mRNA elements have been identified that are essential and sufficient to mediate Ca(++)-regulated splicing, providing model systems for dissecting the involved molecular components. In neurons, this regulation likely contributes to the fine-tuning of neuronal properties.
Collapse
Affiliation(s)
- Jiuyong Xie
- Department of Physiology, Faculty of Medicine, University of Manitoba, 730 William Avenue, Winnipeg, Canada MB R3E 3J7.
| |
Collapse
|
32
|
Hai Y, Cao W, Liu G, Hong SP, Elela SA, Klinck R, Chu J, Xie J. A G-tract element in apoptotic agents-induced alternative splicing. Nucleic Acids Res 2008; 36:3320-31. [PMID: 18440980 PMCID: PMC2425498 DOI: 10.1093/nar/gkn207] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Alternative splicing of a single pre-mRNA transcript can produce protein isoforms that promote either cell growth or death. Here we show that Ro-31-8220 (Ro), an apoptotic agent that inhibits protein kinase C and activates the c-Jun N terminal kinase, decreased the proportion of the cell growth-promoting Bcl-xL splice variant. Targeted mutagenesis analyses narrowed down a critical sequence to a 16-nt G-tract element (Gt16). Transferring this element to a heterologous gene conferred Ro response on an otherwise constitutive exon. The Ro effect was reduced by okadaic acid, an inhibitor of protein phosphatases PP1 and PP2A, in a concentration-dependent manner. Search in the human genome followed by RT–PCR identified a group of genes that contain similar exonic G-tract elements and are responsive to Ro. Moreover, the Gt16 element also mediates the regulation of alternative splicing by other cell apoptosis-inducers particularly retinoic acid. Therefore, the G-tract element likely plays a role in the apoptotic agents-induced alternative splicing of a group of genes. The functions of these genes imply that this regulation will have impact on cell growth/death.
Collapse
Affiliation(s)
- Yan Hai
- Institute of Medical Biology, Chinese Academy of Medical Sciences & Peking Union Medical College. Kunming, China
| | | | | | | | | | | | | | | |
Collapse
|
33
|
Stamm S. Regulation of alternative splicing by reversible protein phosphorylation. J Biol Chem 2007; 283:1223-7. [PMID: 18024427 DOI: 10.1074/jbc.r700034200] [Citation(s) in RCA: 184] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
The vast majority of human protein-coding genes are subject to alternative splicing, which allows the generation of more than one protein isoform from a single gene. Cells can change alternative splicing patterns in response to a signal, which creates protein variants with different biological properties. The selection of alternative splice sites is governed by the dynamic formation of protein complexes on the processed pre-mRNA. A unique set of these splicing regulatory proteins assembles on different pre-mRNAs, generating a "splicing" or "messenger ribonucleoprotein code" that determines exon recognition. By influencing protein/protein and protein/RNA interactions, reversible protein phosphorylation modulates the assembly of regulatory proteins on pre-mRNA and therefore contributes to the splicing code. Studies of the serine/arginine-rich protein class of regulators identified different kinases and protein phosphatase 1 as the molecules that control reversible phosphorylation, which controls not only splice site selection, but also the localization of serine/arginine-rich proteins and mRNA export. The involvement of protein phosphatase 1 explains why second messengers like cAMP and ceramide that control the activity of this phosphatase influence alternative splicing. The emerging mechanistic links between splicing regulatory proteins and known signal transduction pathways now allow in detail the understanding how cellular signals modulate gene expression by influencing alternative splicing. This knowledge can be applied to human diseases that are caused by the selection of wrong splice sites.
Collapse
Affiliation(s)
- Stefan Stamm
- Department of Molecular and Cellular Biochemistry, College of Medicine, University of Kentucky, 741 South Limestone, Lexington, KY 40536-0509, USA.
| |
Collapse
|
34
|
Tannu NS, Hemby SE. Two-dimensional fluorescence difference gel electrophoresis for comparative proteomics profiling. Nat Protoc 2007; 1:1732-42. [PMID: 17487156 PMCID: PMC2001252 DOI: 10.1038/nprot.2006.256] [Citation(s) in RCA: 137] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Quantitative proteomics is the workhorse of the modern proteomics initiative. The gel-based and MuDPIT approaches have facilitated vital advances in the measurement of protein expression alterations in normal and disease phenotypic states. The methodological advance in two-dimensional gel electrophoresis (2DGE) has been the multiplexing fluorescent two-dimensional fluorescence difference gel electrophoresis (2D-DIGE). 2D-DIGE is based on direct labeling of lysine groups on proteins with cyanine CyDye DIGE Fluor minimal dyes before isoelectric focusing, enabling the labeling of 2-3 samples with different dyes and electrophoresis of all the samples on the same 2D gel. This capability minimizes spot pattern variability and the number of gels in an experiment while providing simple, accurate and reproducible spot matching. This protocol can be completed in 3-5 weeks depending on the sample size of the experiment and the level of expertise of the investigator.
Collapse
Affiliation(s)
- Nilesh S Tannu
- Department of Physiology and Pharmacology, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27157, USA
| | | |
Collapse
|
35
|
Pando MP, Kotraiah V, McGowan K, Bracco L, Einstein R. Alternative isoform discrimination by the next generation of expression profiling microarrays. Expert Opin Ther Targets 2007; 10:613-25. [PMID: 16848696 DOI: 10.1517/14728222.10.4.613] [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: 12/21/2022]
Abstract
Microarray expression profiling has revolutionised the way that many therapeutic targets have been identified over the past 10 years. High-density microarrays have allowed scientists to simultaneously scrutinise the expression of all genes encoded on a given genome. Although the data collected from classically designed microarrays greatly enriched the pool of information available to help guide the selection and design of new therapeutic strategies, they were unable to tell the complete story. The major limitation with most array designs is that they can only produce a global expression value for all transcripts produced from a specific locus and cannot monitor each individual alternative isoform produced from the interrogated locus. Recently, new array designs have been described, and become commercially available, that can efficiently monitor individual alternatively spliced isoforms produced from a single locus, allowing the research community to get a more accurate picture of the biological landscape of the expressed transcripts.
Collapse
Affiliation(s)
- Matthew P Pando
- ExonHit Therapeutics, Inc., 217 Perry Parkway, Bdg 5, Gaithersburg, MD 20877, USA
| | | | | | | | | |
Collapse
|
36
|
Sunnerhagen P. Cytoplasmatic post-transcriptional regulation and intracellular signalling. Mol Genet Genomics 2007; 277:341-55. [PMID: 17333280 DOI: 10.1007/s00438-007-0221-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2006] [Accepted: 02/06/2007] [Indexed: 02/05/2023]
Abstract
Studies of intracellular signalling have traditionally focused on regulation at the levels of initiation of transcription on one hand, and post-translational regulation on the other. More recently, it is becoming apparent that the post-transcriptional level of gene expression is also subject to regulation by signalling pathways. The emphasis in this review is on short-term regulation of mRNAs at the levels of degradation and frequency of translation. Interplay between the mRNA translation and degradation machineries and mainly the TOR, stress-induced MAP kinase (SAPK), and DNA damage checkpoint pathways is discussed. Since a large fraction of the molecular mechanisms has been dissected using molecular genetics methods in yeast, most of the examples in this review are from budding and fission yeast. Some parallels are drawn to plant and animal cells. This review is intended for those more familiar with intracellular signalling, and who realise that post-transcriptional regulation may be an underemphasised level of signalling output.
Collapse
Affiliation(s)
- Per Sunnerhagen
- Department of Cell and Molecular Biology, Lundberg Laboratory, Göteborg University, P.O. Box 462, 405 30, Göteborg, Sweden.
| |
Collapse
|
37
|
Emerick MC, Parmigiani G, Agnew WS. Multivariate analysis and visualization of splicing correlations in single-gene transcriptomes. BMC Bioinformatics 2007; 8:16. [PMID: 17233916 PMCID: PMC1785386 DOI: 10.1186/1471-2105-8-16] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2006] [Accepted: 01/18/2007] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND RNA metabolism, through 'combinatorial splicing', can generate enormous structural diversity in the proteome. Alternative domains may interact, however, with unpredictable phenotypic consequences, necessitating integrated RNA-level regulation of molecular composition. Splicing correlations within transcripts of single genes provide valuable clues to functional relationships among molecular domains as well as genomic targets for higher-order splicing regulation. RESULTS We present tools to visualize complex splicing patterns in full-length cDNA libraries. Developmental changes in pair-wise correlations are presented vectorially in 'clock plots' and linkage grids. Higher-order correlations are assessed statistically through Monte Carlo analysis of a log-linear model with an empirical-Bayes estimate of the true probabilities of observed and unobserved splice forms. Log-linear coefficients are visualized in a 'spliceprint,' a signature of splice correlations in the transcriptome. We present two novel metrics: the linkage change index, which measures the directional change in pair-wise correlation with tissue differentiation, and the accuracy index, a very simple goodness-of-fit metric that is more sensitive than the integrated squared error when applied to sparsely populated tables, and unlike chi-square, does not diverge at low variance. Considerable attention is given to sparse contingency tables, which are inherent to single-gene libraries. CONCLUSION Patterns of splicing correlations are revealed, which span a broad range of interaction order and change in development. The methods have a broad scope of applicability, beyond the single gene--including, for example, multiple gene interactions in the complete transcriptome.
Collapse
Affiliation(s)
- Mark C Emerick
- Department of Physiology, Johns Hopkins Medical School, Baltimore, MD 21205 USA
| | - Giovanni Parmigiani
- Departments of Oncology, Zoology, Johns Hopkins Medical School, and Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205 USA
| | - William S Agnew
- Departments of Physiology and Neuroscience, Johns Hopkins Medical School, Baltimore, MD 21205 USA
| |
Collapse
|
38
|
Snijders APL, de Koning B, Wright PC. Relative Quantification of Proteins Across the Species Boundary Through the Use of Shared Peptides. J Proteome Res 2006; 6:97-104. [PMID: 17203953 DOI: 10.1021/pr0602139] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
We show that shared peptides of proteins that are encoded in different species are suitable for cross-species relative protein quantification. A 14N-containing proteome from the thermoacidophilic archaeon Sulfolobus tokodaii was mixed with a 15N-labeled proteome from Sulfolobus solfataricus. Using three shared peptides per protein, the relative abundance of six orthologous proteins was calculated. Observed standard deviations were approximately 10%, indicating that the trypsin accessibility to cleavage sites was not altered in the orthologs. The abundance ratios of the and subunits of the Thermosome were 0.64 and 1.24 in Sulfolobus tokodaii compared to Sulfolobus solfataricus, suggesting a different stoichiometry of the complex in both species. In addition, an in silico study was performed on the occurrence of shared peptides. Inter- and intra-species peptide redundancy was investigated in the model organisms Homo sapiens, Mus musculus, Escherichia coli K12, Escherichia coli O157:H7, S. solfataricus, and S. tokodaii. M. musculus and H. sapiens share 30-50% of all peptides (6-15 residues). Moreover, approximately one-third of all proteins shared > or = 40% of their peptides with at least one other protein in the related species, thus offering strong potential for cross-species relative protein quantification. Conversely, approximately 40% of all peptides (6-15 residues) encoded in H. sapiens are encoded multiple times and therefore complicate identification and quantification.
Collapse
Affiliation(s)
- Ambrosius P L Snijders
- Biological and Environmental Systems Group, Department of Chemical and Process Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, UK
| | | | | |
Collapse
|
39
|
Maracchioni A, Totaro A, Angelini DF, Di Penta A, Bernardi G, Carrì MT, Achsel T. Mitochondrial damage modulates alternative splicing in neuronal cells: implications for neurodegeneration. J Neurochem 2006; 100:142-53. [PMID: 17064354 DOI: 10.1111/j.1471-4159.2006.04204.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Mitochondrial damage is linked to many neurodegenerative conditions, such as Parkinson's disease, Alzheimer's disease and amyotrophic lateral sclerosis. These diseases are associated with changes in the splicing pattern of individual mRNAs. Here, we tested the hypothesis that mitochondrial damage modulates alternative splicing, not only of a few mRNAs, but in a general manner. We incubated cultured human neuroblastoma cells with the chemical agent paraquat (a neurotoxin that interferes with mitochondrial function, causing energy deficit and oxidative stress) and analysed the splicing pattern of 13 genes by RT-PCR. For all mRNAs that are alternatively spliced, we observed a dose- and time-dependent increase of the smaller isoforms. In contrast, splicing of all constitutive splicing exons that we monitored did not change. Using other drugs, we show that the modulation of alternative splicing correlates with ATP depletion, not with oxidative stress. Such drastic changes in alternative splicing are not observed in cell lines of non-neuronal origin, suggesting a selective susceptibility of neuronal cells to modulation of splicing. As a significant percentage of all mammalian mRNAs undergo alternative splicing, we predict that mitochondrial failure will unbalance a vast number of isoform equilibriums, which would give an important contribution to neurodegeneration.
Collapse
Affiliation(s)
- Alessia Maracchioni
- Department of Experimental Neurosciences, European Centre for Brain Research, Fondazione Santa Lucia IRCCS, Rome, Italy
| | | | | | | | | | | | | |
Collapse
|
40
|
McDonald T, Sheng S, Stanley B, Chen D, Ko Y, Cole RN, Pedersen P, Van Eyk JE. Expanding the subproteome of the inner mitochondria using protein separation technologies: one- and two-dimensional liquid chromatography and two-dimensional gel electrophoresis. Mol Cell Proteomics 2006; 5:2392-411. [PMID: 17000643 DOI: 10.1074/mcp.t500036-mcp200] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Currently no single proteomics technology has sufficient analytical power to allow for the detection of an entire proteome of an organelle, cell, or tissue. One approach that can be used to expand proteome coverage is the use of multiple separation technologies especially if there is minimal overlap in the proteins observed by the different methods. Using the inner mitochondrial membrane subproteome as a model proteome, we compared for the first time the ability of three protein separation methods (two-dimensional liquid chromatography using the ProteomeLab PF 2D Protein Fractionation System from Beckman Coulter, one-dimensional reversed phase high performance liquid chromatography, and two-dimensional gel electrophoresis) to determine the relative overlap in protein separation for these technologies. Data from these different methods indicated that a strikingly low number of proteins overlapped with less than 24% of proteins common between any two technologies and only 7% common among all three methods. Utilizing the three technologies allowed the creation of a composite database totaling 348 non-redundant proteins. 82% of these proteins had not been observed previously in proteomics studies of this subproteome, whereas 44% had not been identified in proteomics studies of intact mitochondria. Each protein separation method was found to successfully resolve a unique subset of proteins with the liquid chromatography methods being more suited for the analysis of transmembrane domain proteins and novel protein discovery. We also demonstrated that both the one- and two-dimensional LC allowed for the separation of the alpha-subunit of F1F0 ATP synthase that differed due to a change in pI or hydrophobicity.
Collapse
Affiliation(s)
- Todd McDonald
- Department of Medicine, The Technical Implementation and Coordination Core of The Johns Hopkins NHLBI Proteomics Center, The Johns Hopkins University, Baltimore, MD 21224, USA
| | | | | | | | | | | | | | | |
Collapse
|
41
|
McIntyre LM, Bono LM, Genissel A, Westerman R, Junk D, Telonis-Scott M, Harshman L, Wayne ML, Kopp A, Nuzhdin SV. Sex-specific expression of alternative transcripts in Drosophila. Genome Biol 2006; 7:R79. [PMID: 16934145 PMCID: PMC1779584 DOI: 10.1186/gb-2006-7-8-r79] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2006] [Revised: 06/08/2006] [Accepted: 08/25/2006] [Indexed: 11/30/2022] Open
Abstract
A genome-wide microarray analysis of sex-specific expression of alternative transcripts in Drosophila shows sexual dimorphism in transcript abundance for 53% of the genes. Background Many genes produce multiple transcripts due to alternative splicing or utilization of alternative transcription initiation/termination sites. This 'transcriptome expansion' is thought to increase phenotypic complexity by allowing a single locus to produce several functionally distinct proteins. However, sex, genetic and developmental variation in the representation of alternative transcripts has never been examined systematically. Here, we describe a genome-wide analysis of sex-specific expression of alternative transcripts in Drosophila melanogaster. Results We compared transcript profiles in males and females from eight Drosophila lines (OregonR and 2b, and 6 RIL) using a newly designed 60-mer oligonucleotide microarray that allows us to distinguish a large proportion of alternative transcripts. The new microarray incorporates 7,207 oligonucleotides, satisfying stringent binding and specificity criteria that target both the common and the unique regions of 2,768 multi-transcript genes, as well as 12,912 oligonucleotides that target genes with a single known transcript. We estimate that up to 22% of genes that produce multiple transcripts show a sex-specific bias in the representation of alternative transcripts. Sexual dimorphism in overall transcript abundance was evident for 53% of genes. The X chromosome contains a significantly higher proportion of genes with female-biased transcription than the autosomes. However, genes on the X chromosome are no more likely to have a sexual bias in alternative transcript representation than autosomal genes. Conclusion Widespread sex-specific expression of alternative transcripts in Drosophila suggests that a new level of sexual dimorphism at the molecular level exists.
Collapse
Affiliation(s)
- Lauren M McIntyre
- Department of Molecular Genetics and Microbiology, 1376 Mowry Road room 116, University of Florida, Gainesville, FL 32611, USA
| | - Lisa M Bono
- Computational Genomics, 901 West State Street, Purdue University, West Lafayette, IN 47907, USA
| | - Anne Genissel
- Section of Evolution and Ecology, One Shields Avenue, University of California, Davis, California 95616, USA
| | - Rick Westerman
- Computational Genomics, 901 West State Street, Purdue University, West Lafayette, IN 47907, USA
- Department of Horticulture, 625 Agriculture Mall Dr., Purdue University, West Lafayette, IN 47907, USA
| | - Damion Junk
- Computational Genomics, 901 West State Street, Purdue University, West Lafayette, IN 47907, USA
- Department of Agronomy, 915 West State Street, Purdue University, West Lafayette, IN 47907, USA
| | - Marina Telonis-Scott
- Department of Zoology, 223 Bartram Hall, University of Florida, Gainesville, FL 32611, USA
| | - Larry Harshman
- School of Biological Sciences, 335 Mant, University of Nebraska, Lincoln, NE 68588, USA
| | - Marta L Wayne
- Department of Zoology, 223 Bartram Hall, University of Florida, Gainesville, FL 32611, USA
| | - Artyom Kopp
- Section of Evolution and Ecology, One Shields Avenue, University of California, Davis, California 95616, USA
- Department of Horticulture, 625 Agriculture Mall Dr., Purdue University, West Lafayette, IN 47907, USA
| | - Sergey V Nuzhdin
- Center for Genetics and Development, One Shields Avenue, University of California, Davis, California, 95616, USA
| |
Collapse
|
42
|
Zschemisch NH, Liedtke C, Dierssen U, Nevzorova YA, Wüstefeld T, Borlak J, Manns MP, Trautwein C. Expression of a cyclin E1 isoform in mice is correlated with the quiescent cell cycle status of hepatocytes in vivo. Hepatology 2006; 44:164-73. [PMID: 16799991 DOI: 10.1002/hep.21224] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Cyclin E1 controls G1/S phase transition of the eukaryotic cell cycle. We report the impact of alternative spliced cyclin E1 isoforms on cell cycle regulation in hepatocytes. We show that expression of new cyclin E1 mRNA variants IN3, Delta4, and Delta5 is associated with retarded proliferation in murine hepatocellular carcinoma. Additionally, we demonstrate that a new cyclin E1 isoform Delta3/8 lacking the central part of wild-type mRNA is expressed predominantly in nonproliferating murine hepatocytes. Following partial hepatectomy, Delta3/8 is downregulated when hepatocytes enter the cell cycle from quiescence. The Delta3/8 protein does not exhibit any cyclin box motif but binds cyclin-dependent kinase 2 without stimulating kinase activity. We demonstrate that Delta3/8 lacks any nuclear localization signal and is exclusively located in the cytoplasm. Overexpression of Delta3/8 in cultured cells leads to a delayed G0-G1 transition, indicating that this splice variant helps to maintain a quiescent state of hepatocytes. In conclusion, we identified an isoform of cyclin E1 involved in G0 maintenance and suggest an additional mechanism for cell cycle control.
Collapse
|
43
|
Pospisil H, Herrmann A, Butherus K, Pirson S, Reich JG, Kemmner W. Verification of predicted alternatively spliced Wnt genes reveals two new splice variants (CTNNB1 and LRP5) and altered Axin-1 expression during tumour progression. BMC Genomics 2006; 7:148. [PMID: 16772034 PMCID: PMC1523213 DOI: 10.1186/1471-2164-7-148] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2005] [Accepted: 06/13/2006] [Indexed: 11/25/2022] Open
Abstract
Background Splicing processes might play a major role in carcinogenesis and tumour progression. The Wnt pathway is of crucial relevance for cancer progression. Therefore we focussed on the Wnt/β-catenin signalling pathway in order to validate the expression of sequences predicted as alternatively spliced by bioinformatic methods. Splice variants of its key molecules were selected, which may be critical components for the understanding of colorectal tumour progression and may have the potential to act as biological markers. For some of the Wnt pathway genes the existence of splice variants was either proposed (e.g. β-Catenin and CTNNB1) or described only in non-colon tissues (e.g. GSK3β) or hitherto not published (e.g. LRP5). Results Both splice variants – normal and alternative form – of all selected Wnt pathway components were found to be expressed in cell lines as well as in samples derived from tumour, normal and healthy tissues. All splice positions corresponded totally with the bioinformatical prediction as shown by sequencing. Two hitherto not described alternative splice forms (CTNNB1 and LRP5) were detected. Although the underlying EST data used for the bioinformatic analysis suggested a tumour-specific expression neither a qualitative nor a significant quantitative difference between the expression in tumour and healthy tissues was detected. Axin-1 expression was reduced in later stages and in samples from carcinomas forming distant metastases. Conclusion We were first to describe that splice forms of crucial genes of the Wnt-pathway are expressed in human colorectal tissue. Newly described splicefoms were found for β-Catenin, LRP5, GSK3β, Axin-1 and CtBP1. However, the predicted cancer specificity suggested by the origin of the underlying ESTs was neither qualitatively nor significant quantitatively confirmed. That let us to conclude that EST sequence data can give adequate hints for the existence of alternative splicing in tumour tissues. That no difference in the expression of these splice forms between cancerous tissues and normal mucosa was found, may indicate that the existence of different splice forms is of less significance for cancer formation as suggested by the available EST data. The currently available EST source is still insufficient to clearly deduce colon cancer specificity. More EST data from colon (tumour and healthy) is required to make reliable predictions.
Collapse
Affiliation(s)
- Heike Pospisil
- Center for Bioinformatics, University of Hamburg, Bundesstrasse 43, 20146 Hamburg, Germany
| | - Alexander Herrmann
- Dept. of Bioinformatics, Max-Delbrück Center for Molecular Medicine, Robert-Roessle Str. 10, 13125 Berlin, Germany
| | - Kristine Butherus
- Clinic for Surgery and Surgical Oncology, Robert-Roessle Klinik, Charité Universitätsmedizin Berlin, Lindenberger Weg 80, 13125 Berlin, Germany
| | - Stefan Pirson
- Children's Hospital Medical Center, Munich University of Technology, Parzivalstr. 16, 80804 München, Germany
| | - Jens G Reich
- Dept. of Bioinformatics, Max-Delbrück Center for Molecular Medicine, Robert-Roessle Str. 10, 13125 Berlin, Germany
| | - Wolfgang Kemmner
- Clinic for Surgery and Surgical Oncology, Max-Delbrueck Center, Robert-Roessle Str. 10, 13125 Berlin, Germany
| |
Collapse
|
44
|
Xing Y, Yu T, Wu YN, Roy M, Kim J, Lee C. An expectation-maximization algorithm for probabilistic reconstructions of full-length isoforms from splice graphs. Nucleic Acids Res 2006; 34:3150-60. [PMID: 16757580 PMCID: PMC1475746 DOI: 10.1093/nar/gkl396] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2006] [Revised: 04/13/2006] [Accepted: 05/10/2006] [Indexed: 11/13/2022] Open
Abstract
Reconstructing full-length transcript isoforms from sequence fragments (such as ESTs) is a major interest and challenge for bioinformatic analysis of pre-mRNA alternative splicing. This problem has been formulated as finding traversals across the splice graph, which is a directed acyclic graph (DAG) representation of gene structure and alternative splicing. In this manuscript we introduce a probabilistic formulation of the isoform reconstruction problem, and provide an expectation-maximization (EM) algorithm for its maximum likelihood solution. Using a series of simulated data and expressed sequences from real human genes, we demonstrate that our EM algorithm can correctly handle various situations of fragmentation and coupling in the input data. Our work establishes a general probabilistic framework for splice graph-based reconstructions of full-length isoforms.
Collapse
Affiliation(s)
- Yi Xing
- Molecular Biology Institute, Center for Computational Biology, Department of Chemistry and Biochemistry, University of CaliforniaLos Angeles, USA
| | - Tianwei Yu
- Department of Statistics, University of CaliforniaLos Angeles, USA
- Dental Research Institute, School of Dentistry, University of CaliforniaLos Angeles, USA
| | - Ying Nian Wu
- Department of Statistics, University of CaliforniaLos Angeles, USA
| | - Meenakshi Roy
- Molecular Biology Institute, Center for Computational Biology, Department of Chemistry and Biochemistry, University of CaliforniaLos Angeles, USA
| | - Joseph Kim
- Molecular Biology Institute, Center for Computational Biology, Department of Chemistry and Biochemistry, University of CaliforniaLos Angeles, USA
| | - Christopher Lee
- Molecular Biology Institute, Center for Computational Biology, Department of Chemistry and Biochemistry, University of CaliforniaLos Angeles, USA
| |
Collapse
|
45
|
Ponthier JL, Schluepen C, Chen W, Lersch RA, Gee SL, Hou VC, Lo AJ, Short SA, Chasis JA, Winkelmann JC, Conboy JG. Fox-2 splicing factor binds to a conserved intron motif to promote inclusion of protein 4.1R alternative exon 16. J Biol Chem 2006; 281:12468-74. [PMID: 16537540 DOI: 10.1074/jbc.m511556200] [Citation(s) in RCA: 90] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Activation of protein 4.1R exon 16 (E16) inclusion during erythropoiesis represents a physiologically important splicing switch that increases 4.1R affinity for spectrin and actin. Previous studies showed that negative regulation of E16 splicing is mediated by the binding of heterogeneous nuclear ribonucleoprotein (hnRNP) A/B proteins to silencer elements in the exon and that down-regulation of hnRNP A/B proteins in erythroblasts leads to activation of E16 inclusion. This article demonstrates that positive regulation of E16 splicing can be mediated by Fox-2 or Fox-1, two closely related splicing factors that possess identical RNA recognition motifs. SELEX experiments with human Fox-1 revealed highly selective binding to the hexamer UGCAUG. Both Fox-1 and Fox-2 were able to bind the conserved UGCAUG elements in the proximal intron downstream of E16, and both could activate E16 splicing in HeLa cell co-transfection assays in a UGCAUG-dependent manner. Conversely, knockdown of Fox-2 expression, achieved with two different siRNA sequences resulted in decreased E16 splicing. Moreover, immunoblot experiments demonstrate mouse erythroblasts express Fox-2. These findings suggest that Fox-2 is a physiological activator of E16 splicing in differentiating erythroid cells in vivo. Recent experiments show that UGCAUG is present in the proximal intron sequence of many tissue-specific alternative exons, and we propose that the Fox family of splicing enhancers plays an important role in alternative splicing switches during differentiation in metazoan organisms.
Collapse
Affiliation(s)
- Julie L Ponthier
- Life Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
46
|
Forrest ARR, Taylor DF, Crowe ML, Chalk AM, Waddell NJ, Kolle G, Faulkner GJ, Kodzius R, Katayama S, Wells C, Kai C, Kawai J, Carninci P, Hayashizaki Y, Grimmond SM. Genome-wide review of transcriptional complexity in mouse protein kinases and phosphatases. Genome Biol 2006; 7:R5. [PMID: 16507138 PMCID: PMC1431701 DOI: 10.1186/gb-2006-7-1-r5] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2005] [Revised: 11/02/2005] [Accepted: 12/16/2005] [Indexed: 11/25/2022] Open
Abstract
A systematic study of the transcript variants of all protein kinase- and phosphatase-like loci in mouse shows that at least 75% of them generate alternative transcripts, many of which encode different domain structures. Background Alternative transcripts of protein kinases and protein phosphatases are known to encode peptides with altered substrate affinities, subcellular localizations, and activities. We undertook a systematic study to catalog the variant transcripts of every protein kinase-like and phosphatase-like locus of mouse . Results By reviewing all available transcript evidence, we found that at least 75% of kinase and phosphatase loci in mouse generate alternative splice forms, and that 44% of these loci have well supported alternative 5' exons. In a further analysis of full-length cDNAs, we identified 69% of loci as generating more than one peptide isoform. The 1,469 peptide isoforms generated from these loci correspond to 1,080 unique Interpro domain combinations, many of which lack catalytic or interaction domains. We also report on the existence of likely dominant negative forms for many of the receptor kinases and phosphatases, including some 26 secreted decoys (seven known and 19 novel: Alk, Csf1r, Egfr, Epha1, 3, 5,7 and 10, Ephb1, Flt1, Flt3, Insr, Insrr, Kdr, Met, Ptk7, Ptprc, Ptprd, Ptprg, Ptprl, Ptprn, Ptprn2, Ptpro, Ptprr, Ptprs, and Ptprz1) and 13 transmembrane forms (four known and nine novel: Axl, Bmpr1a, Csf1r, Epha4, 5, 6 and 7, Ntrk2, Ntrk3, Pdgfra, Ptprk, Ptprm, Ptpru). Finally, by mining public gene expression data (MPSS and microarrays), we confirmed tissue-specific expression of ten of the novel isoforms. Conclusion These findings suggest that alternative transcripts of protein kinases and phosphatases are produced that encode different domain structures, and that these variants are likely to play important roles in phosphorylation-dependent signaling pathways.
Collapse
Affiliation(s)
- Alistair RR Forrest
- Institute for Molecular Bioscience and ARC Centre in Bioinformatics, University of Queensland, Brisbane, QLD 4072, Australia
| | - Darrin F Taylor
- Institute for Molecular Bioscience and ARC Centre in Bioinformatics, University of Queensland, Brisbane, QLD 4072, Australia
| | - Mark L Crowe
- Institute for Molecular Bioscience and ARC Centre in Bioinformatics, University of Queensland, Brisbane, QLD 4072, Australia
| | - Alistair M Chalk
- Institute for Molecular Bioscience and ARC Centre in Bioinformatics, University of Queensland, Brisbane, QLD 4072, Australia
- Queensland Institute for Medical Research, PO Royal Brisbane Hospital, Brisbane, QLD 4029, Australia
- Center for Genomics and Bioinformatics, Karolinska Institutet, S-171 77 Stockholm, Sweden
| | - Nic J Waddell
- Institute for Molecular Bioscience and ARC Centre in Bioinformatics, University of Queensland, Brisbane, QLD 4072, Australia
- Queensland Institute for Medical Research, PO Royal Brisbane Hospital, Brisbane, QLD 4029, Australia
| | - Gabriel Kolle
- Institute for Molecular Bioscience and ARC Centre in Bioinformatics, University of Queensland, Brisbane, QLD 4072, Australia
| | - Geoffrey J Faulkner
- Institute for Molecular Bioscience and ARC Centre in Bioinformatics, University of Queensland, Brisbane, QLD 4072, Australia
- Queensland Institute for Medical Research, PO Royal Brisbane Hospital, Brisbane, QLD 4029, Australia
| | - Rimantas Kodzius
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center (GSC), RIKEN Yokohama Institute, Yokohama, Kanagawa, 230-0045, Japan
- Genome Science Laboratory, Discovery Research Institute, RIKEN Wako Institute, Wako, Saitama, 351-0198, Japan
| | - Shintaro Katayama
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center (GSC), RIKEN Yokohama Institute, Yokohama, Kanagawa, 230-0045, Japan
| | - Christine Wells
- Institute for Molecular Bioscience and ARC Centre in Bioinformatics, University of Queensland, Brisbane, QLD 4072, Australia
- The Eskitis Institute for Cell and Molecular Therapies, Griffith University, QLD 4111, Australia
| | - Chikatoshi Kai
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center (GSC), RIKEN Yokohama Institute, Yokohama, Kanagawa, 230-0045, Japan
| | - Jun Kawai
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center (GSC), RIKEN Yokohama Institute, Yokohama, Kanagawa, 230-0045, Japan
- Genome Science Laboratory, Discovery Research Institute, RIKEN Wako Institute, Wako, Saitama, 351-0198, Japan
| | - Piero Carninci
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center (GSC), RIKEN Yokohama Institute, Yokohama, Kanagawa, 230-0045, Japan
- Genome Science Laboratory, Discovery Research Institute, RIKEN Wako Institute, Wako, Saitama, 351-0198, Japan
| | - Yoshihide Hayashizaki
- Genome Exploration Research Group (Genome Network Project Core Group), RIKEN Genomic Sciences Center (GSC), RIKEN Yokohama Institute, Yokohama, Kanagawa, 230-0045, Japan
- Genome Science Laboratory, Discovery Research Institute, RIKEN Wako Institute, Wako, Saitama, 351-0198, Japan
| | - Sean M Grimmond
- Institute for Molecular Bioscience and ARC Centre in Bioinformatics, University of Queensland, Brisbane, QLD 4072, Australia
| |
Collapse
|
47
|
Abstract
Proteomics reveals complex protein expression, function, interactions and localization in different phenotypes of neuron. As proteomics, regarded as a highly complex screening technology, moves from a theoretical approach to practical reality, neuroscientists have to determine the most-appropriate applications for this technology. Even though proteomics compliments genomics, it is in sheer contrast to the basically constant genome due to its dynamic nature. Neuroscientists have to surmount difficulties particular to the research in neuroscience; such as limited sample amounts, heterogeneous cellular compositions in samples and the fact that many proteins of interest are hydrophobic proteins. The necessity of exclusive technology, sophisticated software and skilled manpower tops the challenge. This review examines subcellular organelle isolation, protein fractionation and separation using two-dimensional gel electrophoresis (2-DGE) as well as multi-dimensional liquid chromatography (LC) followed by mass spectrometry (MS). The methods for quantifying relative gene product expression between samples (e.g., two-dimensional difference in gel electrophoresis (2D-DIGE), isotope-coded affinity tag (ICAT) and iTRAQ) are elaborated. An overview of the techniques used currently to assign post-translational modification status on a proteomics scale is also evaluated. The feasible coverage of the proteome, ability to detect unique cell components such as post-synaptic densities and membrane proteins, resource requirements and quantitative as well as qualitative reliability of different approaches is also discussed. While there are many challenges in neuroproteomics, this field promises many returns in the future.
Collapse
|
48
|
Liu HX, Zhang JJ, Zheng P, Zhang Y. Altered expression of MAP-2, GAP-43, and synaptophysin in the hippocampus of rats with chronic cerebral hypoperfusion correlates with cognitive impairment. ACTA ACUST UNITED AC 2005; 139:169-77. [PMID: 15964096 DOI: 10.1016/j.molbrainres.2005.05.014] [Citation(s) in RCA: 97] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2004] [Revised: 04/23/2005] [Accepted: 05/12/2005] [Indexed: 11/22/2022]
Abstract
Chronic cerebral hypoperfusion causes cognitive impairment, but the underlying molecular mechanism is not well understood. We used permanent occlusion of bilateral common carotid arteries (2-VO) to induce chronic cerebral hypoperfusion in male Wistar rats. Cognitive impairment and the expression patterns of MAP-2, GAP-43, and synaptophysin were examined. We found that both learning capacity and memory were gradually impaired in the rats with chronic cerebral hypoperfusion concomitant with increased duration of 2-VO treatment. Four weeks of 2-VO treatment resulted in down-regulation of synaptophysin expression at the protein levels, and a further decrease was observed at 10-20 weeks, although mRNA levels remained the same. Ten weeks of 2-VO treatment lead to down-regulation of MAP-2 expression at both the mRNA and protein levels with a further decrease at 20 weeks. Interestingly, GAP-43 mRNA was significantly up-regulated by 2-VO treatment, although the protein levels were not altered. Therefore, the cognitive impairment caused by chronic cerebral hypoperfusion may be partially explained by reduced expression of synaptophysin and MAP-2 at the protein level. The reduction in MAP-2 expression may be attributed to the inhibition of transcription, while the reduction in synaptophysin expression might be due to the inhibition of translation. Up-regulation of GAP-43 mRNA in the rat hippocampus with 2-VO treatment suggests that a compensatory mechanism may antagonize ischemic challenges.
Collapse
Affiliation(s)
- Han-Xing Liu
- Department of Neurology, Zhongnan Hospital, Wuhan University, Wuhan 430071, China
| | | | | | | |
Collapse
|
49
|
Abstract
Progress in the field of proteomics, the branch of biology that studies the full set of proteins derived from a given genome, is moving fast. Two-dimensional gel electrophoresis (2DG) separation of complex protein mixtures and the subsequent analysis of isolated protein spots by mass spectrometry allow fast and accurate identification of proteins. The comparison of spots from different samples separated on customized 2D gels allows the detection of punctual differences in their mobility and facilitates tracing back differences in protein expression, presence of isoforms, splice variants and posttranslational modifications by mass spectrometry. In spite of significant analytical challenges owing to the high complexity of the proteome and the challenge deriving from the necessity to process huge amounts of raw data generated by mass spectrometric profiling, proteomics has evolved to an indispensable tool in life sciences. A restricted window of the proteome that consists of peptides and small proteins not easily manageable by conventional gel electrophoresis prompted the development of separation methods based on liquid chromatography. This new research field termed peptidomics already contributed, together with proteomics to enlarge our knowledge about biological processes and supported by sophisticated bioinformatics tools, to the discovery of new diagnostic and therapeutic targets. The technological capabilities of biophysical separation, mass spectrometry and bioinformatics form the basis of discovery programs that aim at mining the proteome starting from microgram amounts of protein extracts derived from body fluids and tissues. Proteomics and peptidomics have a great potential to speed up allergy and asthma research, where disease- and tissue-specific samples are easy to obtain.
Collapse
Affiliation(s)
- R Crameri
- Swiss Institute of Allergy and Asthma Research (SIAF), Davos, Switzerland
| |
Collapse
|
50
|
Sczyrba A, Beckstette M, Brivanlou AH, Giegerich R, Altmann CR. XenDB: full length cDNA prediction and cross species mapping in Xenopus laevis. BMC Genomics 2005; 6:123. [PMID: 16162280 PMCID: PMC1261260 DOI: 10.1186/1471-2164-6-123] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2005] [Accepted: 09/14/2005] [Indexed: 11/23/2022] Open
Abstract
Background Research using the model system Xenopus laevis has provided critical insights into the mechanisms of early vertebrate development and cell biology. Large scale sequencing efforts have provided an increasingly important resource for researchers. To provide full advantage of the available sequence, we have analyzed 350,468 Xenopus laevis Expressed Sequence Tags (ESTs) both to identify full length protein encoding sequences and to develop a unique database system to support comparative approaches between X. laevis and other model systems. Description Using a suffix array based clustering approach, we have identified 25,971 clusters and 40,877 singleton sequences. Generation of a consensus sequence for each cluster resulted in 31,353 tentative contig and 4,801 singleton sequences. Using both BLASTX and FASTY comparison to five model organisms and the NR protein database, more than 15,000 sequences are predicted to encode full length proteins and these have been matched to publicly available IMAGE clones when available. Each sequence has been compared to the KOG database and ~67% of the sequences have been assigned a putative functional category. Based on sequence homology to mouse and human, putative GO annotations have been determined. Conclusion The results of the analysis have been stored in a publicly available database XenDB . A unique capability of the database is the ability to batch upload cross species queries to identify potential Xenopus homologues and their associated full length clones. Examples are provided including mapping of microarray results and application of 'in silico' analysis. The ability to quickly translate the results of various species into 'Xenopus-centric' information should greatly enhance comparative embryological approaches. Supplementary material can be found at .
Collapse
Affiliation(s)
- Alexander Sczyrba
- AG Praktische Informatik, Technische Fakultät, Universität Bielefeld, D-33594 Bielefeld, Germany
| | - Michael Beckstette
- AG Praktische Informatik, Technische Fakultät, Universität Bielefeld, D-33594 Bielefeld, Germany
| | - Ali H Brivanlou
- The Rockefeller University, Laboratory of Molecular Vertebrate Embryology, 1230 York Avenue, New York, NY 10021, USA
| | - Robert Giegerich
- AG Praktische Informatik, Technische Fakultät, Universität Bielefeld, D-33594 Bielefeld, Germany
| | - Curtis R Altmann
- FSU College of Medicine, Department of Biomedical Sciences, 1269 W. Call Street, Tallahassee, FL 32306, USA
| |
Collapse
|