1
|
Kim MJ, Park SL, Kim SH, Park HJ, Sung BH, Sohn JH, Bae JH. Modulation of Kex2p Cleavage Site for In Vitro Processing of Recombinant Proteins Produced by Saccharomyces cerevisiae. J Microbiol Biotechnol 2023; 33:1513-1520. [PMID: 37482809 DOI: 10.4014/jmb.2306.06024] [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] [Received: 06/09/2023] [Revised: 06/26/2023] [Accepted: 06/26/2023] [Indexed: 07/25/2023]
Abstract
Kex2 protease (Kex2p) is a membrane-bound serine protease responsible for the proteolytic maturation of various secretory proteins by cleaving after dibasic residues in the late Golgi network. In this study, we present an application of Kex2p as an alternative endoprotease for the in vitro processing of recombinant fusion proteins produced by the yeast Saccharomyces cerevisiae. The proteins were expressed with a fusion partner connected by a Kex2p cleavage sequence for enhanced expression and easy purification. To avoid in vivo processing of fusion proteins by Kex2p during secretion and to guarantee efficient removal of the fusion partners by in vitro Kex2p processing, P1', P2', P4, and P3 sites of Kex2p cleavage sites were elaborately manipulated. The general use of Kex2p in recombinant protein production was confirmed using several recombinant proteins.
Collapse
Affiliation(s)
- Mi-Jin Kim
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 34141, Republic of Korea
| | - Se-Lin Park
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 34141, Republic of Korea
- Department of Food Science and Technology, Chungnam National University, Daejeon 34134, Republic of Korea
| | - Seung Hwa Kim
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 34141, Republic of Korea
- Department of Biosystem and Bioengineering, KRIBB School of Bioscience, Korea University of Science and Technology (UST), Daejeon 34113, Republic of Korea
| | - Hyun-Joo Park
- Cellapy Bio Inc., Bio-Venture Center 211, Daejeon 34141, Republic of Korea
| | - Bong Hyun Sung
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 34141, Republic of Korea
- Department of Biosystem and Bioengineering, KRIBB School of Bioscience, Korea University of Science and Technology (UST), Daejeon 34113, Republic of Korea
| | - Jung-Hoon Sohn
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 34141, Republic of Korea
- Department of Biosystem and Bioengineering, KRIBB School of Bioscience, Korea University of Science and Technology (UST), Daejeon 34113, Republic of Korea
- Cellapy Bio Inc., Bio-Venture Center 211, Daejeon 34141, Republic of Korea
| | - Jung-Hoon Bae
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 34141, Republic of Korea
| |
Collapse
|
2
|
Yap WY, Hwang JS. Is Proteolytic Cleavage Essential for the Enhanced Activity of Hydra Pore-Forming Toxin, HALT-4? Toxins (Basel) 2023; 15:396. [PMID: 37368697 DOI: 10.3390/toxins15060396] [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: 05/05/2023] [Revised: 06/07/2023] [Accepted: 06/11/2023] [Indexed: 06/29/2023] Open
Abstract
Hydra actinoporin-like toxin 4 (HALT-4) differs from other actinoporins due to its N-terminal propart that contains approximately 103 additional residues. Within this region, we identified five dibasic residues and assumed that, when cleaved, they could potentially exhibit HALT-4's cytolytic activity. We created five truncated versions of HALT-4 (tKK1, tKK2, tRK3, tKK4 and tKK5) to investigate the role of the N-terminal region and potential cleavage sites on the cytolytic activity of HALT-4. However, our results demonstrated that the propart-containing HALT-4 (proHALT-4), as well as the truncated versions tKK1 and tKK2, exhibited similar cytolytic activity against HeLa cells. In contrast, tRK3, tKK4 and tKK5 failed to kill HeLa cells, indicating that cleavage at the KK1 or KK2 sites did not enhance cytolytic activity but may instead facilitate the sorting of tKK1 and tKK2 to the regulated secretory pathway for eventual deposition in nematocysts. Moreover, RK3, KK4 and KK5 were unlikely to serve as proteolytic cleavage sites, as the amino acids between KK2 and RK3 are also crucial for pore formation.
Collapse
Affiliation(s)
- Wei Yuen Yap
- Department of Biological Sciences, School of Medical and Life Sciences, Sunway University, Bandar Sunway 47500, Malaysia
| | - Jung Shan Hwang
- Department of Medical Sciences, School of Medical and Life Sciences, Sunway University, Bandar Sunway 47500, Malaysia
| |
Collapse
|
3
|
Kim MJ, Sung BH, Kim HJ, Sohn JH, Bae JH. Production of autolysis-proof Kex2 protease from Candida albicans in Saccharomyces cerevisiae for in vitro processing of fusion proteins. Appl Microbiol Biotechnol 2022; 106:7063-7072. [PMID: 36195703 DOI: 10.1007/s00253-022-12212-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 09/20/2022] [Accepted: 09/23/2022] [Indexed: 11/02/2022]
Abstract
Protein expression with a fusion partner followed by the removal of the fusion partner via in vitro processing with a specific endoprotease is a favored method for the efficient production of intact recombinant proteins. Due to the high cost of commercial endoproteases, this process is restricted to laboratories. Kex2p is a membrane-bound serine protease that cleaves after dibasic residues of substrates in the late Golgi network. Although Kex2p is a very efficient endoprotease with exceptional specificity, it has not yet been used for the in vitro processing of fusion proteins due to its autolysis and high production cost. In this study, we developed an alternative endoprotease, autolysis-proof Kex2p, via site-directed mutagenesis of truncated KEX2 from Candida albicans (CaKEX2). Secretory production of manipulated CaKex2p was improved by employing target protein-specific translational fusion partner in Saccharomyces cerevisiae. The mass production of autolysis-proof Kex2p could facilitate the use of Kex2p for the large-scale production of recombinant proteins. KEY POINTS: • A soluble and active CaKex2p variant was produced by autocatalytic cleavage of the pro-peptide after truncation of C-terminus • Autolysis-proof CaKex2p was developed by site-directed mutagenesis • Secretion of autolysis-proof CaKex2p was improved by employing optimal translational fusion partner in Saccharomyces cerevisiae.
Collapse
Affiliation(s)
- Mi-Jin Kim
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Bong Hyun Sung
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Hyun-Jin Kim
- Cellapy Bio Inc, Bio-Venture Center 211, 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Jung-Hoon Sohn
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea. .,Cellapy Bio Inc, Bio-Venture Center 211, 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea.
| | - Jung-Hoon Bae
- Synthetic Biology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea.
| |
Collapse
|
4
|
Veenstra JA. Ambulacrarian insulin-related peptides and their putative receptors suggest how insulin and similar peptides may have evolved from insulin-like growth factor. PeerJ 2021; 9:e11799. [PMID: 34316411 PMCID: PMC8286064 DOI: 10.7717/peerj.11799] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 06/25/2021] [Indexed: 01/23/2023] Open
Abstract
Background Some insulin/IGF-related peptides (irps) stimulate a receptor tyrosine kinase (RTK) that transfers the extracellular hormonal signal into an intracellular response. Other irps, such as relaxin, do not use an RTK, but a G-protein coupled receptor (GPCR). This is unusual since evolutionarily related hormones typically either use the same or paralogous receptors. In arthropods three different irps, i.e. arthropod IGF, gonadulin and Drosophila insulin-like peptide 7 (dilp7), likely evolved from a gene triplication, as in several species genes encoding these three peptides are located next to one another on the same chromosomal fragment. These arthropod irps have homologs in vertebrates, suggesting that the initial gene triplication was perhaps already present in the last common ancestor of deuterostomes and protostomes. It would be interesting to know whether this is indeed so and how insulin might be related to this trio of irps. Methodology Genes encoding irps as well as their putative receptors were identified in genomes and transcriptomes from echinoderms and hemichordates. Results A similar triplet of genes coding for irps also occurs in some ambulacrarians. Two of these are orthologs of arthropod IGF and dilp7 and the third is likely a gonadulin ortholog. In echinoderms, two novel irps emerged, gonad stimulating substance (GSS) and multinsulin, likely from gene duplications of the IGF and dilp7-like genes respectively. The structures of GSS diverged considerably from IGF, which would suggest they use different receptors from IGF, but no novel irp receptors evolved. If IGF and GSS use different receptors, and the evolution of GSS from a gene duplication of IGF is not associated with the appearance of a novel receptor, while irps are known to use two different types of receptors, the ancestor of GSS and IGF might have acted on both types of receptors while one or both of its descendants act on only one. There are three ambulacrarian GPCRs that have amino acid sequences suggestive of being irp GPCRs, two of these are orthologs of the gonadulin and dilp7 receptors. This suggests that the third might be an IGF receptor, and that by deduction, GSS only acts on the RTK. The evolution of GSS from IGF may represent a pattern, where IGF gene duplications lead to novel genes coding for shorter peptides that activate an RTK. It is likely this is how insulin and the insect neuroendocrine irps evolved independently from IGF. Conclusion The local gene triplication described from arthropods that yielded three genes encoding irps was already present in the last common ancestor of protostomes and deuterostomes. It seems plausible that irps, such as those produced by neuroendocrine cells in the brain of insects and echinoderm GSS evolved independently from IGF and, thus, are not true orthologs, but the result of convergent evolution.
Collapse
Affiliation(s)
- Jan A Veenstra
- INCIA UMR 5287 CNRS, Université de Bordeaux, Pessac, Gironde, France
| |
Collapse
|
5
|
Wang Y, Kang J, Li N, Zhou Y, Tang Z, He B, Huang J. NeuroCS: A Tool to Predict Cleavage Sites of Neuropeptide Precursors. Protein Pept Lett 2020; 27:337-345. [PMID: 31721688 DOI: 10.2174/0929866526666191112150636] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2019] [Revised: 07/16/2019] [Accepted: 09/24/2019] [Indexed: 11/22/2022]
Abstract
BACKGROUND Neuropeptides are a class of bioactive peptides produced from neuropeptide precursors through a series of extremely complex processes, mediating neuronal regulations in many aspects. Accurate identification of cleavage sites of neuropeptide precursors is of great significance for the development of neuroscience and brain science. OBJECTIVE With the explosive growth of neuropeptide precursor data, it is pretty much needed to develop bioinformatics methods for predicting neuropeptide precursors' cleavage sites quickly and efficiently. METHODS We started with processing the neuropeptide precursor data from SwissProt and NueoPedia into two sets of data, training dataset and testing dataset. Subsequently, six feature extraction schemes were applied to generate different feature sets and then feature selection methods were used to find the optimal feature subset of each. Thereafter the support vector machine was utilized to build models for different feature types. Finally, the performance of models were evaluated with the independent testing dataset. RESULTS Six models are built through support vector machine. Among them the enhanced amino acid composition-based model reaches the highest accuracy of 91.60% in the 5-fold cross validation. When evaluated with independent testing dataset, it also showed an excellent performance with a high accuracy of 90.37% and Area under Receiver Operating Characteristic curve up to 0.9576. CONCLUSION The performance of the developed model was decent. Moreover, for users' convenience, an online web server called NeuroCS is built, which is freely available at http://i.uestc.edu.cn/NeuroCS/dist/index.html#/. NeuroCS can be used to predict neuropeptide precursors' cleavage sites effectively.
Collapse
Affiliation(s)
- Ying Wang
- Center for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China.,School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Juanjuan Kang
- Center for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China.,School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Ning Li
- Center for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China.,School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Yuwei Zhou
- Center for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China.,School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Zhongjie Tang
- Center for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China.,School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Bifang He
- Center for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China.,School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China.,Medical College, Guizhou University, Guiyang, China
| | - Jian Huang
- Center for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China.,School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| |
Collapse
|
6
|
Werten MWT, Eggink G, Cohen Stuart MA, de Wolf FA. Production of protein-based polymers in Pichia pastoris. Biotechnol Adv 2019; 37:642-666. [PMID: 30902728 PMCID: PMC6624476 DOI: 10.1016/j.biotechadv.2019.03.012] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Revised: 02/03/2019] [Accepted: 03/17/2019] [Indexed: 01/09/2023]
Abstract
Materials science and genetic engineering have joined forces over the last three decades in the development of so-called protein-based polymers. These are proteins, typically with repetitive amino acid sequences, that have such physical properties that they can be used as functional materials. Well-known natural examples are collagen, silk, and elastin, but also artificial sequences have been devised. These proteins can be produced in a suitable host via recombinant DNA technology, and it is this inherent control over monomer sequence and molecular size that renders this class of polymers of particular interest to the fields of nanomaterials and biomedical research. Traditionally, Escherichia coli has been the main workhorse for the production of these polymers, but the methylotrophic yeast Pichia pastoris is finding increased use in view of the often high yields and potential bioprocessing benefits. We here provide an overview of protein-based polymers produced in P. pastoris. We summarize their physicochemical properties, briefly note possible applications, and detail their biosynthesis. Some challenges that may be faced when using P. pastoris for polymer production are identified: (i) low yields and poor process control in shake flask cultures; i.e., the need for bioreactors, (ii) proteolytic degradation, and (iii) self-assembly in vivo. Strategies to overcome these challenges are discussed, which we anticipate will be of interest also to readers involved in protein expression in P. pastoris in general.
Collapse
Affiliation(s)
- Marc W T Werten
- Wageningen Food & Biobased Research, NL-6708 WG Wageningen, The Netherlands.
| | - Gerrit Eggink
- Wageningen Food & Biobased Research, NL-6708 WG Wageningen, The Netherlands; Bioprocess Engineering, Wageningen University & Research, NL-6708 PB Wageningen, The Netherlands
| | - Martien A Cohen Stuart
- Physical Chemistry and Soft Matter, Wageningen University & Research, NL-6708 WE Wageningen, The Netherlands
| | - Frits A de Wolf
- Wageningen Food & Biobased Research, NL-6708 WG Wageningen, The Netherlands
| |
Collapse
|
7
|
Zheng F, Liu J, Basit A, Miao T, Jiang W. Insight to Improve α-L-Arabinofuranosidase Productivity in Pichia pastoris and Its Application on Corn Stover Degradation. Front Microbiol 2018; 9:3016. [PMID: 30631307 PMCID: PMC6315152 DOI: 10.3389/fmicb.2018.03016] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 11/22/2018] [Indexed: 12/20/2022] Open
Abstract
α-L-arabinofuranosidase (ARA) with enhanced specific activity and in large amounts, is needed for a variety of industrial applications. To improve ARA production with engineered methylotrophic yeast Pichia pastoris, a genetically modified ara gene from Aspergillus niger ND-1 was investigated. Through codon optimization and rational replacement of α-factor signal peptide with the native propeptide (MFSRRNLVALGLAATVSA), ARA production was improved from 2.61 ± 0.13 U/mL to 14.37 ± 0.22 U/mL in shaking flask culture (a 5.5-fold increase). Results of N-terminal sequencing showed that secreted active ARA of recombinant strain p-oARA had theoretical initial five amino acids (GPCDI) comparable to the mature sequences of α-oARA (EAEAG) and αp-oARA (NLVAL). The kinetic values have been determined for ARA of recombinant strain p-oARA (Vmax = 747.55 μmol/min/mg, Km = 5.36 mmol/L), optimal activity temperature 60°C and optimal pH 4.0. Scaling up of ARA production by p-oARA in a 7.5-L fermentor resulted in remarkably high extracellular ARA specific activity (479.50 ± 12.83 U/mg) at 168 h, and maximal production rate 164.47 ± 4.40 U/mL. In studies of corn stover degradation activity, degree of synergism for ARA and xylanase was 32.4% and enzymatic hydrolysis yield for ARA + xylanase addition was 15.9% higher than that of commercial cellulase, indicating significant potential of ARA for catalytic conversion of corn stover to fermentable sugars for biofuel production.
Collapse
Affiliation(s)
- Fengzhen Zheng
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, State Key Laboratory of Agro-Biotechnology, College of Biological Sciences, China Agricultural University, Beijing, China
| | - Junquan Liu
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, State Key Laboratory of Agro-Biotechnology, College of Biological Sciences, China Agricultural University, Beijing, China
| | - Abdul Basit
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, State Key Laboratory of Agro-Biotechnology, College of Biological Sciences, China Agricultural University, Beijing, China
| | - Ting Miao
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, State Key Laboratory of Agro-Biotechnology, College of Biological Sciences, China Agricultural University, Beijing, China
| | - Wei Jiang
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, State Key Laboratory of Agro-Biotechnology, College of Biological Sciences, China Agricultural University, Beijing, China
| |
Collapse
|
8
|
Kang J, Fang Y, Yao P, Li N, Tang Q, Huang J. NeuroPP: A Tool for the Prediction of Neuropeptide Precursors Based on Optimal Sequence Composition. Interdiscip Sci 2018. [DOI: 10.1007/s12539-018-0287-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
9
|
Improving the Secretory Expression of an -Galactosidase from Aspergillus niger in Pichia pastoris. PLoS One 2016; 11:e0161529. [PMID: 27548309 PMCID: PMC4993465 DOI: 10.1371/journal.pone.0161529] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 08/08/2016] [Indexed: 11/21/2022] Open
Abstract
α-Galactosidases are broadly used in feed, food, chemical, pulp, and pharmaceutical industries. However, there lacks a satisfactory microbial cell factory that is able to produce α-galactosidases efficiently and cost-effectively to date, which prevents these important enzymes from greater application. In this study, the secretory expression of an Aspergillus niger α-galactosidase (AGA) in Pichia pastoris was systematically investigated. Through codon optimization, signal peptide replacement, comparative selection of host strain, and saturation mutagenesis of the P1’ residue of Kex2 protease cleavage site for efficient signal peptide removal, a mutant P. pastoris KM71H (Muts) strain of AGA-I with the specific P1’ site substitution (Glu to Ile) demonstrated remarkable extracellular α-galactosidase activity of 1299 U/ml upon a 72 h methanol induction in 2.0 L fermenter. The engineered yeast strain AGA-I demonstrated approximately 12-fold higher extracellular activity compared to the initial P. pastoris strain. To the best of our knowledge, this represents the highest yield and productivity of a secreted α-galactosidase in P. pastoris, thus holding great potential for industrial application.
Collapse
|
10
|
Veenstra JA. The contribution of the genomes of a termite and a locust to our understanding of insect neuropeptides and neurohormones. Front Physiol 2014; 5:454. [PMID: 25477824 PMCID: PMC4237046 DOI: 10.3389/fphys.2014.00454] [Citation(s) in RCA: 91] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2014] [Accepted: 11/03/2014] [Indexed: 12/29/2022] Open
Abstract
The genomes of the migratory locust Locusta migratoria and the termite Zootermopsis nevadensis were mined for the presence of genes encoding neuropeptides, neurohormones, and their G-protein coupled receptors (GPCRs). Both species have retained a larger number of neuropeptide and neuropeptide GPCRs than the better known holometabolous insect species, while other genes that in holometabolous species appear to have a single transcript produce two different precursors in the locust, the termite or both. Thus, the recently discovered CNMa neuropeptide gene has two transcripts predicted to produce two structurally different CNMa peptides in the termite, while the locust produces two different myosuppressin peptides in the same fashion. Both these species also have a calcitonin gene, which is different from the gene encoding the calcitonin-like insect diuretic hormone. This gene produces two types of calcitonins, calcitonins A and B. It is also present in Lepidoptera and Coleoptera and some Diptera, but absent from mosquitoes and Drosophila. However, in holometabolous insect species, only the B transcript is produced. Their putative receptors were also identified. In contrast, Locusta has a highly unusual gene that codes for a salivation stimulatory peptide. The Locusta genes for neuroparsin and vasopressin are particularly interesting. The neuroparsin gene produces five different transcripts, of which only one codes for the neurohormone identified from the corpora cardiaca. The other four transcripts code for neuroparsin-like proteins, which lack four amino acid residues, and that for that reason we called neoneuroparsins. The number of transcripts for the neoneuroparsins is about 200 times larger than the number of neuroparsin transcripts. The first exon and the putative promoter of the vasopressin genes, of which there are about seven copies in the genome, is very well-conserved, but the remainder of these genes is not. The relevance of these findings is discussed.
Collapse
Affiliation(s)
- Jan A Veenstra
- INCIA UMR 5287 CNRS, Université de Bordeaux Pessac, France
| |
Collapse
|
11
|
Karsenty S, Rappoport N, Ofer D, Zair A, Linial M. NeuroPID: a classifier of neuropeptide precursors. Nucleic Acids Res 2014; 42:W182-6. [PMID: 24792159 PMCID: PMC4086121 DOI: 10.1093/nar/gku363] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Neuropeptides (NPs) are short secreted peptides produced in neurons. NPs act by activating signaling cascades governing broad functions such as metabolism, sensation and behavior throughout the animal kingdom. NPs are the products of multistep processing of longer proteins, the NP precursors (NPPs). We present NeuroPID (Neuropeptide Precursor Identifier), an online machine-learning tool that identifies metazoan NPPs. NeuroPID was trained on 1418 NPPs annotated as such by UniProtKB. A large number of sequence-based features were extracted for each sequence with the goal of capturing the biophysical and informational-statistical properties that distinguish NPPs from other proteins. Training several machine-learning models, including support vector machines and ensemble decision trees, led to high accuracy (89–94%) and precision (90–93%) in cross-validation tests. For inputs of thousands of unseen sequences, the tool provides a ranked list of high quality predictions based on the results of four machine-learning classifiers. The output reveals many uncharacterized NPPs and secreted cell modulators that are rich in potential cleavage sites. NeuroPID is a discovery and a prediction tool that can be used to identify NPPs from unannotated transcriptomes and mass spectrometry experiments. NeuroPID predicted sequences are attractive targets for investigating behavior, physiology and cell modulation. The NeuroPID web tool is available at http:// neuropid.cs.huji.ac.il.
Collapse
Affiliation(s)
- Solange Karsenty
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem, Israel School of Computer Science, Hadassah Academic College, Jerusalem, Israel
| | - Nadav Rappoport
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Dan Ofer
- Department of Biological Chemistry, The Alexander Silberman Institute of Life Sciences, The Sudarsky Center for Computational Biology, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Adva Zair
- School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Michal Linial
- Department of Biological Chemistry, The Alexander Silberman Institute of Life Sciences, The Sudarsky Center for Computational Biology, The Hebrew University of Jerusalem, Jerusalem, Israel
| |
Collapse
|
12
|
Yang S, Kuang Y, Li H, Liu Y, Hui X, Li P, Jiang Z, Zhou Y, Wang Y, Xu A, Li S, Liu P, Wu D. Enhanced production of recombinant secretory proteins in Pichia pastoris by optimizing Kex2 P1' site. PLoS One 2013; 8:e75347. [PMID: 24069404 PMCID: PMC3777899 DOI: 10.1371/journal.pone.0075347] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Accepted: 08/12/2013] [Indexed: 12/12/2022] Open
Abstract
Pichiapastoris is one of the most widely used expression systems for the production of recombinant secretory proteins. Its universal application is, however, somewhat hampered by its unpredictable yields for different heterologous proteins, which is now believed to be caused in part by their varied efficiencies to traffic through the host secretion machinery. The yeast endoprotease Kex2 removes the signal peptides from pre-proteins and releases the mature form of secreted proteins, thus, plays a pivotal role in the yeast secretory pathways. In this study, we found that the yields of many recombinant proteins were greatly influenced by Kex2 P1' site residues and the optimized P1's amino acid residue could largely determine the final amount of secretory proteins synthesized and secreted. A further improvement of secretory yield was achieved by genomic integration of additional Kex2 copies, which again highlighted the importance of Kex2 cleavage to the production of recombinant secretory proteins in Pichia yeast.
Collapse
Affiliation(s)
- Song Yang
- The Key Laboratory of Regenerative Biology and The Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Ye Kuang
- The Key Laboratory of Regenerative Biology and The Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Department of Biomedical Engineering, School of Pharmaceutical Sciences, Jilin University, Changchun, China
| | - Hongbo Li
- The Key Laboratory of Regenerative Biology and The Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- The Key Laboratory of Research and Utilization of Ethnomedicinal Plant Resources of Hunan Province, Department of Life Sciences, Huaihua College, Huaihua, China
| | - Yuehong Liu
- The Key Laboratory of Regenerative Biology and The Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Department of Biomedical Engineering, School of Pharmaceutical Sciences, Jilin University, Changchun, China
| | - Xiaoyan Hui
- Department of Medicine, The University of Hong Kong, Hong Kong, China
| | - Peng Li
- The Key Laboratory of Regenerative Biology and The Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Zhiwu Jiang
- The Key Laboratory of Regenerative Biology and The Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Yulai Zhou
- Department of Biomedical Engineering, School of Pharmaceutical Sciences, Jilin University, Changchun, China
| | - Yu Wang
- The Key Laboratory of Regenerative Biology and The Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Department of Medicine, The University of Hong Kong, Hong Kong, China
| | - Aimin Xu
- The Key Laboratory of Regenerative Biology and The Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- Department of Medicine, The University of Hong Kong, Hong Kong, China
| | - Shiwu Li
- Department of Pathology, University of Florida, Gainesville, Florida, United States of America
| | - Pentao Liu
- The Wellcome Trust Sanger Institute, Cambridge, United Kingdom
| | - Donghai Wu
- The Key Laboratory of Regenerative Biology and The Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
- * E-mail:
| |
Collapse
|
13
|
Bartolomucci A, Possenti R, Mahata SK, Fischer-Colbrie R, Loh YP, Salton SRJ. The extended granin family: structure, function, and biomedical implications. Endocr Rev 2011; 32:755-97. [PMID: 21862681 PMCID: PMC3591675 DOI: 10.1210/er.2010-0027] [Citation(s) in RCA: 238] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The chromogranins (chromogranin A and chromogranin B), secretogranins (secretogranin II and secretogranin III), and additional related proteins (7B2, NESP55, proSAAS, and VGF) that together comprise the granin family subserve essential roles in the regulated secretory pathway that is responsible for controlled delivery of peptides, hormones, neurotransmitters, and growth factors. Here we review the structure and function of granins and granin-derived peptides and expansive new genetic evidence, including recent single-nucleotide polymorphism mapping, genomic sequence comparisons, and analysis of transgenic and knockout mice, which together support an important and evolutionarily conserved role for these proteins in large dense-core vesicle biogenesis and regulated secretion. Recent data further indicate that their processed peptides function prominently in metabolic and glucose homeostasis, emotional behavior, pain pathways, and blood pressure modulation, suggesting future utility of granins and granin-derived peptides as novel disease biomarkers.
Collapse
Affiliation(s)
- Alessandro Bartolomucci
- Department of Integrative Biology and Physiology, University of Minnesota, Minneapolis, Minnesota 55455, USA
| | | | | | | | | | | |
Collapse
|
14
|
Expression of a lipid-inducible, self-regulating form of Yarrowia lipolytica lipase LIP2 in Saccharomyces cerevisiae. Appl Microbiol Biotechnol 2011; 92:1207-17. [PMID: 21822903 DOI: 10.1007/s00253-011-3505-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2011] [Revised: 07/07/2011] [Accepted: 07/19/2011] [Indexed: 10/17/2022]
Abstract
Saccharomyces cerevisiae is frequently used as a bioreactor for conversion of exogenously acquired metabolites into value-added products, but has not been utilized for bioconversion of low-cost lipids such as triacylglycerols (TAGs) because the cells are typically unable to acquire these lipid substrates from the growth media. To help circumvent this limitation, the Yarrowia lipolytica lipase 2 (LIP2) gene was cloned into S. cerevisiae expression vectors and used to generate S. cerevisiae strains that secrete active Lip2 lipase (Lip2p) enzyme into the growth media. Specifically, LIP2 expression was driven by the S. cerevisiae PEX11 promoter, which maintains basal transgene expression levels in the presence of sugars in the culture medium but is rapidly upregulated by fatty acids. Northern blotting, lipase enzyme activity assays, and gas chromatographic measurements of cellular fatty acid composition after lipid feeding all confirmed that cells transformed with the PEX11 promoter-LIP2 construct were responsive to lipids in the media, i.e., cells expressing LIP2 responded rapidly to either free fatty acids or TAGs and accumulated high levels of the corresponding fatty acids in intracellular lipids. These data provided evidence of the creation of a self-regulating positive control feedback loop that allows the cells to upregulate Lip2p production only when lipids are present in the media. Regulated, autonomous production of extracellular lipase activity is a necessary step towards the generation of yeast strains that can serve as biocatalysts for conversion of low-value lipids to value-added TAGs and other novel lipid products.
Collapse
|
15
|
Veenstra JA. Neuropeptide evolution: neurohormones and neuropeptides predicted from the genomes of Capitella teleta and Helobdella robusta. Gen Comp Endocrinol 2011; 171:160-75. [PMID: 21241702 DOI: 10.1016/j.ygcen.2011.01.005] [Citation(s) in RCA: 117] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2010] [Revised: 01/04/2011] [Accepted: 01/10/2011] [Indexed: 11/20/2022]
Abstract
Genes encoding neurohormones and neuropeptide precursors were identified in the genomes of two annelids, the leech Helobdella robusta and the polychaete worm Capitella teleta. Although no neuropeptides have been identified from these two species and relatively few neuropeptides from annelids in general, 43 and 35 such genes were found in Capitella and Helobdella, respectively. The predicted peptidomes of these two species are similar to one another and also similar to those of mollusks, particular in the case of Capitella. Helobdella seems to have less neuropeptide genes than Capitella and it lacks the glycoprotein hormones bursicon and GPA2/GPB5; in both cases the genes coding the two subunits as well as the genes coding their receptors are absent from its genome. In Helobdella several neuropeptide genes are duplicated, thus it has five NPY genes, including one pseudogene, as well as four genes coding Wwamides (allatostatin B). Genes coding achatin, allatotropin, allatostatin C, conopressin, FFamide, FLamide, FMRFamide, GGRFamide, GnRH, myomodulin, NPY, pedal peptides, RGWamide (a likely APGWamide homolog), RXDLamide, VR(F/I)amide, WWamide were found in both species, while genes coding cerebrin, elevenin, GGNG, LFRWamide, LRFYamide, luqin, lymnokinin and tachykinin were only found in Capitella.
Collapse
Affiliation(s)
- Jan A Veenstra
- Université de Bordeaux, INCIA UMR 5287 CNRS, 33400 Talence, France.
| |
Collapse
|
16
|
Veenstra JA. Neurohormones and neuropeptides encoded by the genome of Lottia gigantea, with reference to other mollusks and insects. Gen Comp Endocrinol 2010; 167:86-103. [PMID: 20171220 DOI: 10.1016/j.ygcen.2010.02.010] [Citation(s) in RCA: 165] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2009] [Revised: 02/04/2010] [Accepted: 02/12/2010] [Indexed: 12/23/2022]
Abstract
The Lottia gigantea genome was prospected for the presence of genes coding neuropeptides and neurohormones. Four genes code insulin-related peptides: two genes code molluscan insulin-like growth hormones, one gene an insulin very similar to vertebrate insulin, and the fourth a peptide related to drosophila insulin-like peptide 7. Four other genes encode the cysteine-knot proteins GPA2/GPB5 and bursicon/parabursicon. Another 37 genes code for precursors of the following neuropeptides: achatin, APGWamide, allatostatin C, allatotropin, buccalin (perhaps an allatostatin A homolog), cerebrin, CCAP, conopressin, elevenin (the predicted neuropeptide made by abdominal neuron 11 in Aplysia), egg laying hormone (two genes), enterin, feeding circuit activating neuropeptide (FCAP), FFamide, FMRFamide, GGNG, a GnRH-like peptide, the newly discovered LASGLVamide, LFRFamide, LFRYamide, LRNFVamide, luqin, lymnokinin, myomodulin (two genes), the newly discovered NKY, NPY, pedal peptide (three genes), PKYMDT, pleurin, PXFVamide, small cardioactive peptides, tachykinins (two genes) and WWamide (an allatostatin B homolog). One gene was found to encode FWISamide, while about 20 closely related genes were found to encode WWFamide. These small neuropeptides appear homologous to the NdWFamide, which contains d-Trp; these genes are similar to the Aplysia gene encoding NWFamide. Some of these peptides had not been previously identified from mollusks, such as the predicted hormones similar to Drosophila and vertebrate insulins, bursicon, the putative proctolin homolog PKYMDT and allatostatin C. Together with neuropeptides which are likely homologs of other insect neuropeptides, such as cerebrin and WWamide, this shows that despite significant differences the molluscan and arthropod neuropeptidomes are more similar than generally recognized.
Collapse
Affiliation(s)
- Jan A Veenstra
- Université de Bordeaux, CNRS, CNIC UMR 5228, 33400 Talence, France.
| |
Collapse
|
17
|
Abstract
With the entire genome sequence of several animals now available, it is becoming possible to identify in silico all putative peptides and their precursors in an organism. In this chapter we describe a searching algorithm that can be used to scan the genome for predicted proteins with the structural hallmarks of (neuro)peptide precursors. We also describe how to use search strings such as the presence of a glycine residue as a putative amidation site, dibasic cleavage sites, the presence of a signal peptide, and specific peptide motifs to improve a standard BLAST search and make it suitable for searching (neuro)peptides in EST data. We briefly explain how bioinformatic tools and in silico predicted peptide precursor sequences can aid experimental peptide identification with mass spectrometry.
Collapse
|
18
|
Rholam M, Fahy C. Processing of peptide and hormone precursors at the dibasic cleavage sites. Cell Mol Life Sci 2009; 66:2075-91. [PMID: 19300906 PMCID: PMC11115611 DOI: 10.1007/s00018-009-0007-5] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2008] [Revised: 02/11/2009] [Accepted: 02/17/2009] [Indexed: 01/31/2023]
Abstract
Many functionally important cellular peptides and proteins, including hormones, neuropeptides, and growth factors, are synthesized as inactive precursor polypeptides, which require post-translational proteolytic processing to become biologically active polypeptides. This is achieved by the action of a relatively small number of proteases that belong to a family of seven subtilisin-like proprotein convertases (PCs) including furin. In view of this, this review focuses on the importance of privileged secondary structures and of given amino acid residues around basic cleavage sites in substrate recognition by these endoproteases. In addition to their participation in normal cell functions, PCs are crucial for the initiation and progress of many important diseases. Hence, these proteases constitute potential drug targets in medicine. Accordingly, this review also discusses the approaches used to shed light on the cleavage preference and the substrate specificity of the PCs, a prerequisite to select which PCs are promising drug targets in each disease.
Collapse
Affiliation(s)
- Mohamed Rholam
- Interfaces, Traitements, Organisation et Dynamique des Systrèmes, Université Paris Diderot (Paris 7), CNRS UMR 7086, Bâtiment Lavoisier, 15 rue Jean-Antoine de Baïf, 75205, Paris Cedex 13, France.
| | | |
Collapse
|
19
|
Clynen E, Husson SJ, Schoofs L. Identification of new members of the (short) neuropeptide F family in locusts and Caenorhabditis elegans. Ann N Y Acad Sci 2009; 1163:60-74. [PMID: 19456328 DOI: 10.1111/j.1749-6632.2008.03624.x] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Both the long and short neuropeptides F (NPF) represent important families of invertebrate neuropeptides that have been implicated in the regulation of reproduction and feeding behavior. In the present study, two short NPFs (SNRSPS(L/I)R(L/I)RFamide and SPS(L/I)R(L/I)RFamide) were de novo sequenced by mass spectrometry in two major pest insects, the desert locust Schistocerca gregaria and the African migratory locust Locusta migratoria. They are two of the most widespread peptides in the locust neuroendocrine system. A peptide that was previously reported to accelerate egg development in S. gregaria is shown to represent a truncated form of long NPF. This peptide is most likely derived by a novel processing mechanism involving cleavage at RY. In addition, an NPF peptide from the nematode Caenorhabditis elegans was isolated and sequenced by tandem mass spectrometry.
Collapse
Affiliation(s)
- Elke Clynen
- Research Group Functional Genomics and Proteomics, K.U. Leuven, Leuven, Belgium.
| | | | | |
Collapse
|
20
|
Sunagawa S, DeSalvo MK, Voolstra CR, Reyes-Bermudez A, Medina M. Identification and gene expression analysis of a taxonomically restricted cysteine-rich protein family in reef-building corals. PLoS One 2009; 4:e4865. [PMID: 19283069 PMCID: PMC2652719 DOI: 10.1371/journal.pone.0004865] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2008] [Accepted: 02/24/2009] [Indexed: 11/19/2022] Open
Abstract
The amount of genomic sequence information continues to grow at an exponential rate, while the identification and characterization of genes without known homologs remains a major challenge. For non-model organisms with limited resources for manipulative studies, high-throughput transcriptomic data combined with bioinformatics methods provide a powerful approach to obtain initial insights into the function of unknown genes. In this study, we report the identification and characterization of a novel family of putatively secreted, small, cysteine-rich proteins herein named Small Cysteine-Rich Proteins (SCRiPs). Their discovery in expressed sequence tag (EST) libraries from the coral Montastraea faveolata required the performance of an iterative search strategy based on BLAST and Hidden-Markov-Model algorithms. While a discernible homolog could neither be identified in the genome of the sea anemone Nematostella vectensis, nor in a large EST dataset from the symbiotic sea anemone Aiptasia pallida, we identified SCRiP sequences in multiple scleractinian coral species. Therefore, we postulate that this gene family is an example of lineage-specific gene expansion in reef-building corals. Previously published gene expression microarray data suggest that a sub-group of SCRiPs is highly responsive to thermal stress. Furthermore, data from microarray experiments investigating developmental gene expression in the coral Acropora millepora suggest that different SCRiPs may play distinct roles in the development of corals. The function of these proteins remains to be elucidated, but our results from in silico, transcriptomic, and phylogenetic analyses provide initial insights into the evolution of SCRiPs, a novel, taxonomically restricted gene family that may be responsible for a lineage-specific trait in scleractinian corals.
Collapse
Affiliation(s)
- Shinichi Sunagawa
- School of Natural Sciences, University of California Merced, Merced, California, United States of America
| | - Michael K. DeSalvo
- School of Natural Sciences, University of California Merced, Merced, California, United States of America
| | - Christian R. Voolstra
- School of Natural Sciences, University of California Merced, Merced, California, United States of America
| | - Alejandro Reyes-Bermudez
- School of Natural Sciences, University of California Merced, Merced, California, United States of America
| | - Mónica Medina
- School of Natural Sciences, University of California Merced, Merced, California, United States of America
- * E-mail:
| |
Collapse
|
21
|
Weaver JM, Sant AJ. Understanding the focused CD4 T cell response to antigen and pathogenic organisms. Immunol Res 2009; 45:123-43. [PMID: 19198764 DOI: 10.1007/s12026-009-8095-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Immunodominance is a term that reflects the final, very limited peptide specificity of T cells that are elicited during an immune response. Recent experiments in our laboratory compel us to propose a new paradigm for the control of immunodominance in CD4 T cell responses, stating that immunodominance is peptide-intrinsic and is dictated by the off-rate of peptides from MHC class II molecules. Our studies have revealed that persistence of peptide:class II complexes both predicts and controls CD4 T cell immunodominance and that this parameter can be rationally manipulated to either promote or eliminate immune responses. Mechanistically, we have determined that DM editing in APC is a key event that is influenced by the kinetic stability of class II:peptide complexes and that differential persistence of complexes also impacts the expansion phase of the immune response. These studies have important implications for rational vaccine design and for understanding the immunological mechanisms that limit the specificity of CD4 T cell responses.
Collapse
Affiliation(s)
- Jason M Weaver
- David H. Smith Center for Vaccine Biology and Immunology, AaB Institute of Biomedical Sciences, Department of Microbiology and Immunology, University of Rochester, NY 14642, USA
| | | |
Collapse
|
22
|
Weaver JM, Lazarski CA, Richards KA, Chaves FA, Jenks SA, Menges PR, Sant AJ. Immunodominance of CD4 T cells to foreign antigens is peptide intrinsic and independent of molecular context: implications for vaccine design. THE JOURNAL OF IMMUNOLOGY 2008; 181:3039-48. [PMID: 18713974 DOI: 10.4049/jimmunol.181.5.3039] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Immunodominance refers to the restricted peptide specificity of T cells that are detectable after an adaptive immune response. For CD4 T cells, many of the mechanisms used to explain this selectivity suggest that events related to Ag processing play a major role in determining a peptide's ability to recruit CD4 T cells. Implicit in these models is the prediction that the molecular context in which an antigenic peptide is contained will impact significantly on its immunodominance. In this study, we present evidence that the selectivity of CD4 T cell responses to peptides contained within protein Ags is not detectably influenced by the location of the peptide in a given protein or the primary sequence of the protein that bears the test peptide. We have used molecular approaches to change the location of peptides within complex protein Ags and to change the flanking sequences that border the peptide epitope to now include a protease site, and find that immunodominance or crypticity of a peptide observed in its native protein context is preserved. Collectively, these results suggest immunodominance of peptides contained in complex Ags is due to an intrinsic factor of the peptide, based upon the affinity of that peptide for MHC class II molecules. These findings are discussed with regard to implications for vaccine design.
Collapse
Affiliation(s)
- Jason M Weaver
- David H. Smith Center for Vaccine Biology and Immunology, AaB Institute of Biomedical Sciences, Department of Microbiology and Immunology, University of Rochester, Rochester, NY 14642, USA
| | | | | | | | | | | | | |
Collapse
|
23
|
Bader O, Krauke Y, Hube B. Processing of predicted substrates of fungal Kex2 proteinases from Candida albicans, C. glabrata, Saccharomyces cerevisiae and Pichia pastoris. BMC Microbiol 2008; 8:116. [PMID: 18625069 PMCID: PMC2515848 DOI: 10.1186/1471-2180-8-116] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2008] [Accepted: 07/14/2008] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Kexin-like proteinases are a subfamily of the subtilisin-like serine proteinases with multiple regulatory functions in eukaryotes. In the yeast Saccharomyces cerevisiae the Kex2 protein is biochemically well investigated, however, with the exception of a few well known proteins such as the alpha-pheromone precursors, killer toxin precursors and aspartic proteinase propeptides, very few substrates are known. Fungal kex2 deletion mutants display pleiotropic phenotypes that are thought to result from the failure to proteolytically activate such substrates. RESULTS In this study we have aimed at providing an improved assembly of Kex2 target proteins to explain the phenotypes observed in fungal kex2 deletion mutants by in vitro digestion of recombinant substrates from Candida albicans and C. glabrata. We identified CaEce1, CA0365, one member of the Pry protein family and CaOps4-homolog proteins as novel Kex2 substrates. CONCLUSION Statistical analysis of the cleavage sites revealed extended subsite recognition of negatively charged residues in the P1', P2' and P4' positions, which is also reflected in construction of the respective binding pockets in the ScKex2 enzyme. Additionally, we provide evidence for the existence of structural constrains in potential substrates prohibiting proteolysis. Furthermore, by using purified Kex2 proteinases from S. cerevisiae, P. pastoris, C. albicans and C. glabrata, we show that while the substrate specificity is generally conserved between organisms, the proteinases are still distinct from each other and are likely to have additional unique substrate recognition.
Collapse
Affiliation(s)
- Oliver Bader
- FG16, Robert Koch-Institut, Nordufer 20, D-13353 Berlin, Germany
- Institut für Medizinische Mikrobiologie, Universität Göttingen, Kreuzbergring 57, D-37075 Göttingen, Germany
| | - Yannick Krauke
- FG16, Robert Koch-Institut, Nordufer 20, D-13353 Berlin, Germany
- Dept. Membrane Transport, Institute of Physiology AS CR v.v.i., Videnska 1083, 142 20 Prague 4, Czech Republic
| | - Bernhard Hube
- FG16, Robert Koch-Institut, Nordufer 20, D-13353 Berlin, Germany
- Department of Microbial Pathogenicity, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knoell Institute, Beutenbergstrasse 11a, D-07745 Jena, and Friedrich-Schiller-University Jena, Germany
| |
Collapse
|
24
|
Kozlov DG, Yagudin TA. Antibody fragments may be incorrectly processed in the yeast Pichia pastoris. Biotechnol Lett 2008; 30:1661-3. [PMID: 18488148 DOI: 10.1007/s10529-008-9739-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2008] [Accepted: 04/28/2008] [Indexed: 11/24/2022]
Abstract
We have studied the efficiency of N-terminal processing of the antibody light chain depending on the structure of the leader sequence when expressed in the yeast Pichia pastoris. The humanized light kappa-chain of the murine antibody H3-1 and the Saccharomyces cerevisiae alpha-factor pre-pro-leader sequence (pre-pro-alpha-F) were used as models. The use of pre-region of the pre-pro-alpha-F alone or together with the Glu-Ala-linker leads to the slightly increased yield of the secreted L-chain but was accompanied by the incomplete N-terminal processing of the secreted product.
Collapse
Affiliation(s)
- D G Kozlov
- State Research Institute for Genetics and Selection of Industrial Microorganisms, 117545 Moscow, Russia.
| | | |
Collapse
|
25
|
Southey BR, Sweedler JV, Rodriguez-Zas SL. Prediction of neuropeptide cleavage sites in insects. ACTA ACUST UNITED AC 2008; 24:815-25. [PMID: 18252740 DOI: 10.1093/bioinformatics/btn044] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
MOTIVATION The production of neuropeptides from their precursor proteins is the result of a complex series of enzymatic processing steps. Often, the annotation of new neuropeptide genes from sequence information outstrips biochemical assays and so bioinformatics tools can provide rapid information on the most likely peptides produced by a gene. Predicting the final bioactive neuropeptides from precursor proteins requires accurate algorithms to determine which locations in the protein are cleaved. RESULTS Predictive models were trained on Apis mellifera and Drosophila melanogaster precursors using binary logistic regression, multi-layer perceptron and k-nearest neighbor models. The final predictive models included specific amino acids at locations relative to the cleavage sites. Correct classification rates ranged from 78 to 100% indicating that the models adequately predicted cleaved and non-cleaved positions across a wide range of neuropeptide families and insect species. The model trained on D.melanogaster data had better generalization properties than the model trained on A. mellifera for the data sets considered. The reliable and consistent performance of the models in the test data sets suggests that the bioinformatics strategies proposed here can accurately predict neuropeptides in insects with sequence information based on neuropeptides with biochemical and sequence information in well-studied species.
Collapse
Affiliation(s)
- Bruce R Southey
- Department of Chemistry and Department of Animal Sciences, University of Illinois, Urbana, IL, USA
| | | | | |
Collapse
|
26
|
Li L, Sweedler JV. Peptides in the brain: mass spectrometry-based measurement approaches and challenges. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2008; 1:451-483. [PMID: 20636086 DOI: 10.1146/annurev.anchem.1.031207.113053] [Citation(s) in RCA: 108] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
The function and activity of almost every circuit in the human brain are modified by the signaling peptides (SPs) surrounding the neurons. As the complement of peptides can vary even in adjacent neurons and their physiological actions can occur over a broad range of concentrations, the required figures of merit for techniques to characterize SPs are surprisingly stringent. In this review, we describe the formation and catabolism of SPs and highlight a range of mass spectrometric techniques used to characterize SPs. Approaches that supply high chemical information content, direct tissue profiling, spatially resolved data, and temporal information on peptide release are also described. Because of advances in measurement technologies, our knowledge of SPs has greatly increased over the last decade, and SP discoveries will continue as the capabilities of modern measurement approaches improve.
Collapse
Affiliation(s)
- Lingjun Li
- Department of Chemistry, University of Wisconsin, Madison, 53705-2222, USA.
| | | |
Collapse
|
27
|
Lazar N, Brakch N, Panchal M, Fahy C, Rholam M. Reactivity of basic amino acid pairs in prohormone processing: Model of pro-ocytocin/neurophysin processing domain. Arch Biochem Biophys 2007; 463:231-6. [PMID: 17467653 DOI: 10.1016/j.abb.2007.03.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2007] [Revised: 03/15/2007] [Accepted: 03/20/2007] [Indexed: 12/25/2022]
Abstract
Statistical analysis of several potential dibasic cleavage sites reveals differences in the distribution of basic doublets when the in vivo cleaved sites were compared to those which are not cleaved. Analysis of the substrate specificity of protease Kex2 towards the pro-ocytocin/neurophysin processing domain (pro-OT/Np(7-15) with altered basic pairs shows a cleavage efficiency order in accord with the statistical data. Structural analysis of these substrates indicates that each basic pair is associated with a local and specific conformational change. Thus, the in vivo cleavage hierarchy of dibasic sites is encoded by both the nature of basic pairs and the plasticity of proteolytic processing domains.
Collapse
Affiliation(s)
- Noureddine Lazar
- Laboratoire de Biochimie des Signaux Régulateurs Cellulaires et Moléculaires, FRE 2621 CNRS, Université Paris6--Pierre et Marie Curie, 96 Boulevard Raspail, 75006 Paris, France
| | | | | | | | | |
Collapse
|
28
|
Amare A, Hummon AB, Southey B, Zimmerman TA, Rodriguez-Zas SL, Sweedler JV. Bridging neuropeptidomics and genomics with bioinformatics: Prediction of mammalian neuropeptide prohormone processing. J Proteome Res 2006; 5:1162-7. [PMID: 16674105 PMCID: PMC2548284 DOI: 10.1021/pr0504541] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Neuropeptides are an important class of cell to cell signaling molecules that are difficult to predict from genetic information because of their large number of post-translational modifications. The transition from prohormone genetic sequence information to the determination of the biologically active neuropeptides requires the identification of the cleaved basic sites, among the many possible cleavage sites, that exist in the prohormone. We report a binary logistic regression model trained on mammalian prohormones that is more sensitive than existing methods in predicting these processing sites, and demonstrate the application of this method to mammalian neuropeptidomic studies. By comparing the predictive abilities of a binary logistic model trained on molluscan prohormone cleavages with the reported model, we establish the need for phyla-specific models.
Collapse
Affiliation(s)
- Andinet Amare
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801
| | - Amanda B. Hummon
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801
| | - Bruce Southey
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801
| | - Tyler A. Zimmerman
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801
| | - Sandra L. Rodriguez-Zas
- Department of Animal Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801
| | - Jonathan V. Sweedler
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801
| |
Collapse
|
29
|
Hummon AB, Hummon NP, Corbin RW, Li L, Vilim FS, Weiss KR, Sweedler JV. From precursor to final peptides: a statistical sequence-based approach to predicting prohormone processing. J Proteome Res 2004; 2:650-6. [PMID: 14692459 DOI: 10.1021/pr034046d] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Predicting the final neuropeptide products from neuropeptides genes has been problematic because of the large number of enzymes responsible for their processing. The basic processing of 22 Aplysia californica prohormones representing 750 cleavage sites have been analyzed and statistically modeled using binary logistic regression analyses. Two models are presented that predict cleavage probabilities at basic residues based on prohormone sequence. The complex model has a correct classification rate of 97%, a sensitivity of 97%, and a specificity of 96% when tested on the Aplysia dataset.
Collapse
Affiliation(s)
- Amanda B Hummon
- Department of Chemistry and the Beckman Institute, University of Illinois, Urbana, Illinois 61801, USA
| | | | | | | | | | | | | |
Collapse
|
30
|
Predel R, Wegener C, Russell WK, Tichy SE, Russell DH, Nachman RJ. Peptidomics of CNS-associated neurohemal systems of adultDrosophila melanogaster: A mass spectrometric survey of peptides from individual flies. J Comp Neurol 2004; 474:379-92. [PMID: 15174081 DOI: 10.1002/cne.20145] [Citation(s) in RCA: 139] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Neuropeptides are important messenger molecules that influence nearly all physiological processes. In insects, they can be released as neuromodulators within the central nervous system (CNS) or as neurohormones into the hemolymph. We analyzed the peptidome of neurohormonal release sites and associated secretory peptidergic neurons of adult Drosophila melanogaster. MALDI-TOF mass spectrometric analyzes were performed on single organs or cell cluster from individual flies. This first peptidomic characterization in adult fruit flies revealed 32 different neuropeptides. Peptides not directly predictable from previously cloned or annotated precursor genes were sequenced by tandem mass spectrometry. These peptides turned out to be either intermediate products of neuropeptide processing or shorter versions of known peptides. We found that the peptidome of the CNS-associated neurohemal organs is tagma-specific in Drosophila. Abdominal neurohemal organs and their supplying peptidergic neurons contain the capa gene products periviscerokinins and pyrokinin-1, thoracic neurohemal organs contain FMRFamides, and the neurohemal release sites of the brain contain pyrokinin-1(2-15), pyrokinin-2, corazonin, myosuppressin, and sNPF as their major putative release products. Our results show that peptidomic approaches are well suited to study differential neuropeptide expression or posttranslational modifications in morphologically defined parts of the nervous system and in a developmental and physiological context in animals as small as Drosophila melanogaster.
Collapse
Affiliation(s)
- Reinhard Predel
- Saxon Academy of Sciences, Research Group Jena, 07743 Jena, Germany.
| | | | | | | | | | | |
Collapse
|
31
|
Holyoak T, Wilson MA, Fenn TD, Kettner CA, Petsko GA, Fuller RS, Ringe D. 2.4 A resolution crystal structure of the prototypical hormone-processing protease Kex2 in complex with an Ala-Lys-Arg boronic acid inhibitor. Biochemistry 2003; 42:6709-18. [PMID: 12779325 DOI: 10.1021/bi034434t] [Citation(s) in RCA: 74] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
This paper reports the first structure of a member of the Kex2/furin family of eukaryotic pro-protein processing proteases, which cleave sites consisting of pairs or clusters of basic residues. Reported is the 2.4 A resolution crystal structure of the two-domain protein ssKex2 in complex with an Ac-Ala-Lys-boroArg inhibitor (R = 20.9%, R(free) = 24.5%). The Kex2 proteolytic domain is similar in its global fold to the subtilisin-like superfamily of degradative proteases. Analysis of the complex provides a structural basis for the extreme selectivity of this enzyme family that has evolved from a nonspecific subtilisin-like ancestor. The P-domain of ssKex2 has a novel jelly roll like fold consisting of nine beta strands and may potentially be involved, along with the buried Ca(2+) ion, in creating the highly determined binding site for P(1) arginine.
Collapse
Affiliation(s)
- Todd Holyoak
- Rosenstiel Basic Medical Sciences Research Center, Brandeis University, Waltham, Massachusetts 02454, USA
| | | | | | | | | | | | | |
Collapse
|
32
|
von Eggelkraut-Gottanka R, Machova Z, Grouzmann E, Beck-Sickinger AG. Semisynthesis and characterization of the first analogues of pro-neuropeptide y. Chembiochem 2003; 4:425-33. [PMID: 12740814 DOI: 10.1002/cbic.200200546] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Enzymatic cleavage of prohormone neuropeptide Y (proNPY) leads to mature neuropeptide Y (NPY), a widely distributed neuropeptide with multiple functions both peripherally and centrally. A single dibasic pair of amino acids, Lys38-Arg39, represents the recognition motif for a class of hormone-processing enzymes known as prohormone convertases (PCs). Two members of this PC family, PC1/3 and PC2, are involved in proNPY cleavage. The aim of this work was to establish an effective method for the generation of full-length 69-amino acid proNPY analogues for further studies of prohormone convertase interaction. We have chosen two ligation sites in order to perform the semisynthesis of proNPY analogues by expressed protein ligation (EPL). By using the intein-mediated purification system (IMPACT) with improved conditions for intein splicing, we were able to isolate proNPY 1-40 and proNPY 1-54 fragments as Cterminal thioesters. Peptides bearing Nterminal cysteine instead of the naturally occurring Ser41 and Thr55 residues, respectively, were generated by solid-phase peptide synthesis. Moreover, labels (carboxyfluorescein and biotin) were inserted into the peptide sequences. The synthesis of the [C41]proNPY 41-69 fragment, which proved to be a difficult peptide sequence, could be achieved by the incorporation of two pseudo-proline derivatives. Western blot analysis revealed that all five proNPY analogues are recognized by monoclonal antibodies directed against NPY as well as against the Cflanking peptide of NPY (CPON).
Collapse
|
33
|
Rockwell NC, Krysan DJ, Komiyama T, Fuller RS. Precursor processing by kex2/furin proteases. Chem Rev 2002; 102:4525-48. [PMID: 12475200 DOI: 10.1021/cr010168i] [Citation(s) in RCA: 162] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Nathan C Rockwell
- Department of Biological Chemistry, University of Michigan Medical Center, Room 5413 Med Sci I, 1301 East Catherine, Ann Arbor Michigan 48109, USA
| | | | | | | |
Collapse
|
34
|
Glandieres JM, Hertzog M, Lazar N, Brakch N, Cohen P, Alpert B, Rholam M. Kinetics of precursor cleavage at the dibasic sites. Involvement of peptide dynamics. FEBS Lett 2002; 516:75-9. [PMID: 11959107 DOI: 10.1016/s0014-5793(02)02505-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The presence in the P'1 position relative to the LysArg doublet of either Phe, Tyr or Trp residues affects only pro-OT/Np(7-15) flexibility. This has a measurable effect on the dynamics of the peptide. Since the same modifications have a major influence on the K(m) and V(max) values of the peptide cleavage, these kinetic parameters should depend on the peptide substrate motions. Therefore, the primary kinetic contribution of substrate cleavage should arise from substrate dynamics rather than from the enzyme.
Collapse
Affiliation(s)
- Jean-Marie Glandieres
- Université Denis Diderot, Laboratoire de Biologie Physico-chimique, 2 Place Jussieu, 75005, Paris, France
| | | | | | | | | | | | | |
Collapse
|
35
|
Song HW, Choi SI, Seong BL. Engineered recombinant enteropeptidase catalytic subunit: effect of N-terminal modification. Arch Biochem Biophys 2002; 400:1-6. [PMID: 11913964 DOI: 10.1006/abbi.2001.2737] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Enteropeptidase (enterokinase) is a serine protease highly specific for recognition and cleavage of the target sequence of Asp-Asp-Asp-Asp-Lys (D4K). The three-dimensional structure of the enteropeptidase shows that the N-terminal amino acid is buried inside the protein providing molecular interactions necessary to maintain the conformation of the active site. To determine the influence of the N-terminal amino acid of enteropeptidase light chain (EK(L)) on the enzymatic activity, we constructed various mutants including 17 different single amino acid substitutions and three different extensions at the N-terminal end. The mutants of recombinant enteropeptidase (rEK(L)) were expressed in Saccharomyces cerevisiae and secreted into culture medium. Among 20 different mutants tested, the only mutant with the Ile --> Val substitution exhibited significant activity. The kinetic properties of the mutant protein were very similar to those of the wild-type rEK(L). Based on the three-dimensional structure where the N-terminal Ile is oriented into hydrophobic pocket, the results suggest that Val could substitute Ile without affecting the active conformation of the enzyme. The results also explain why all trypsin-like serine proteases carry either Ile or Val at the N-termini and none other amino acid residues are found. Moreover, this finding provides a mental framework for expressing the N-terminally engineered enteropeptidase in Escherichia coli, utilizing the known property of the methionine aminopeptidase that exhibits poor activity toward the N-terminal Met-Ile bond, but offers efficient cleavage of the Met-Val bond.
Collapse
Affiliation(s)
- Hye-Won Song
- Protheon Incorporated, Yonsei Engineering Center B120E, Seoul 120-749, Korea
| | | | | |
Collapse
|
36
|
Muggleton SH, Bryant CH, Srinivasan A, Whittaker A, Topp S, Rawlings C. Are grammatical representations useful for learning from biological sequence data?--a case study. J Comput Biol 2002; 8:493-521. [PMID: 11694180 DOI: 10.1089/106652701753216512] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
This paper investigates whether Chomsky-like grammar representations are useful for learning cost-effective, comprehensible predictors of members of biological sequence families. The Inductive Logic Programming (ILP) Bayesian approach to learning from positive examples is used to generate a grammar for recognising a class of proteins known as human neuropeptide precursors (NPPs). Collectively, five of the co-authors of this paper, have extensive expertise on NPPs and general bioinformatics methods. Their motivation for generating a NPP grammar was that none of the existing bioinformatics methods could provide sufficient cost-savings during the search for new NPPs. Prior to this project experienced specialists at SmithKline Beecham had tried for many months to hand-code such a grammar but without success. Our best predictor makes the search for novel NPPs more than 100 times more efficient than randomly selecting proteins for synthesis and testing them for biological activity. As far as these authors are aware, this is both the first biological grammar learnt using ILP and the first real-world scientific application of the ILP Bayesian approach to learning from positive examples. A group of features is derived from this grammar. Other groups of features of NPPs are derived using other learning strategies. Amalgams of these groups are formed. A recognition model is generated for each amalgam using C4.5 and C4.5rules and its performance is measured using both predictive accuracy and a new cost function, Relative Advantage (RA). The highest RA was achieved by a model which includes grammar-derived features. This RA is significantly higher than the best RA achieved without the use of the grammar-derived features. Predictive accuracy is not a good measure of performance for this domain because it does not discriminate well between NPP recognition models: despite covering varying numbers of (the rare) positives, all the models are awarded a similar (high) score by predictive accuracy because they all exclude most of the abundant negatives.
Collapse
Affiliation(s)
- S H Muggleton
- Department of Computer Science, University of York, York YO10 5DD, United Kingdom
| | | | | | | | | | | |
Collapse
|
37
|
Nykänen MJ, Raudaskoski M, Nevalainen H, Mikkonen A. Maturation of barley cysteine endopeptidase expressed in Trichoderma reesei is distorted by incomplete processing. Can J Microbiol 2002; 48:138-50. [PMID: 11958567 DOI: 10.1139/w01-144] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Maturation of barley cysteine endopeptidase B (EPB) in Trichoderma reesei was studied with metabolic in hibitors, Western blotting, and immuno microscopy. The inactive 42-kDa recombinant EPB proprotein, first detected in apical cells, was sequentially processed in a time-dependent manner to a secreted polypeptide of 38.5 kDa, and thereafter, to polypeptides of 37.5, 35.5, and 32 kDa exhibiting enzyme activity both in the hyphae and culture medium. The sizes of the different forms of recombinant EPB were in accordance with molecular masses calculated from the deduced amino acid sequence, assuming cleavage at four putative Kex2p sites present in the 42-kDa proprotein. Both the liquid and the zymogram in-gel activity assays indicated that the 32-kDa enzyme produced in T. reesei in vivo was 2 kDa larger and four times less active than the endogenous EPB. Brefeldin A treatment prevented the last Kex2p processing step of EPB from a 35.5- to a 32-kDa protein. This coincided with a significant increase in the immuno-gold label for EPB and in modified Golgi-like bodies, which suggests that the processing step probably took place in medial Golgi. A 30.5-kDa EPB polypeptide was observed when glycosylation was inhibited by tunicamycin (TM) or when deglycosylation was carried out enzymatically. Deglycosylation increased the enzyme activity twofold, which was also indicated by an increased fluorescence by TM treatment in the zymogram in-gel activity assay. Simultaneous incubation with TM and monensin produced a peptide of 31.5 kDa. Therefore, monensin may inhibit the final processing step of an unglycosylated EPB by an unknown protease in the fungus. In any case, the final recombinant EPB product in Trichoderma differs from the mature endogenous 30-kDa enzyme produced in barley.
Collapse
Affiliation(s)
- Marko J Nykänen
- Department of Biological and Environmental Science, University of Jyväskylä, Finland
| | | | | | | |
Collapse
|
38
|
Meyering-Vos M, Wu X, Huang J, Jindra M, Hoffmann KH, Sehnal F. The allatostatin gene of the cricket Gryllus bimaculatus (Ensifera, Gryllidae). Mol Cell Endocrinol 2001; 184:103-14. [PMID: 11694346 DOI: 10.1016/s0303-7207(01)00607-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The gene encoding allatostatins (AST) of the FGLamide family from the cricket Gryllus bimaculatus is expressed in the brain. The mRNA, which contains four polyadenylation signals, encodes a hormone precursor that is split into at least 14 putative hormones. Five of them have been previously found in the cricket, six to seven others, or their close homologues, are known from other insects. Hormone AST 2 contains an internal cleavage site and may exist in a shorter version 2b. The hormones AST 3 and 4 are identical. The cDNA sequence revealed that a single point mutation and a single deletion eliminated an additional hormone between AST 12 and 13. The deduced hormone precursor is very similar to that in cockroaches, but is different from a shorter precursor in locusts, indicating that the gene evolved very fast in the latter. Regions conserved between cockroaches and crickets include parts of the acidic spacers that separate clusters of hormones, suggesting that these spacers may have additional functions.
Collapse
Affiliation(s)
- M Meyering-Vos
- Lehrstuhl Tierökologie I, Universität Bayreuth, D-95440, Bayreuth, Germany
| | | | | | | | | | | |
Collapse
|
39
|
Abstract
Many proteases are produced as zymogens bearing an N-terminal proregion acting both as intramolecular chaperone and as enzyme inhibitor. We studied here the inhibition mechanism of the yeast proprotein convertase Kex2p by its proregion. A recombinant secreted and soluble form of Kex2p was produced in Pichia pastoris and its enzymatic properties toward a fluorogenic synthetic peptide were characterized. Recombinant Escherichia coli-produced Kex2p proregion specifically and potently inhibited the enzyme, with an IC(50) of 160 nM. Exploration of the inhibition mechanism revealed that the proregion behaved as a mixed inhibitor.
Collapse
Affiliation(s)
- G Lesage
- Département de Biochimie, Université de Montréal, P.O. Box 6128, Succursale Centre-ville, H3C 3J7, Montreal, QC, Canada
| | | | | | | |
Collapse
|
40
|
Hansen IA, Sehnal F, Meyer SR, Scheller K. Corazonin gene expression in the waxmoth Galleria mellonella. INSECT MOLECULAR BIOLOGY 2001; 10:341-346. [PMID: 11520357 DOI: 10.1046/j.0962-1075.2001.00272.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
We cloned and sequenced a full length cDNA coding for [Arg7]-corazonin in the greater wax moth Galleria mellonella. The deduced corazonin preprohormone consists of a nineteen amino acid signal peptide, the actual eleven amino acid corazonin sequence, followed by a Gly serving for amidation, a Lys-Arg processing site and an eighty amino acid corazonin precursor-related peptide. The data confirm the phylogenetic conservation of the actual corazonin sequence. The signal peptide and the precursor-related peptide exhibit a similar spacing of a few amino acids as detected in the corazonin preprohormone of Drosophila melanogaster. Northern blots and in situ hybridization experiments revealed that the G. mellonella corazonin gene is tissue-specifically expressed in four pairs of lateral neurosecretory cells in the brains of penultimate and last instar larvae, as well as of pupae and adults. No corazonin mRNA was detected in other cells of the nervous system, fat body, gut, and several other organs.
Collapse
Affiliation(s)
- I A Hansen
- Department of Cell- and Developmental Biology, Biocentre of the University, Am Hubland, D-97074 Würzburg, Germany
| | | | | | | |
Collapse
|
41
|
de Lamotte F, Boze H, Blanchard C, Klein C, Moulin G, Gautier MF, Delsuc MA. NMR monitoring of accumulation and folding of 15N-labeled protein overexpressed in Pichia pastoris. Protein Expr Purif 2001; 22:318-24. [PMID: 11437608 DOI: 10.1006/prep.2001.1435] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Postgenomic studies have led to an increasing demand for isotope-labeled proteins. We present a method for producing large quantities of truly native (15)N-labeled protein. Based on the secretion capabilities of the yeast Pichia pastoris, the recombinant protein is easily purified in a single step as it is secreted. Control of all nitrogen sources permits very high labeling yields. As a result, accumulation and folding of the recombinant protein can be monitored by heteronuclear NMR without purification. Comparison of sample spectra with the spectrum of the purified recombinant protein allows detection of the secreted protein in the culture and monitoring of its folding, from the start of the induction phase. The detection limit for a (15)N-labeled protein is estimated as 20 microM and corresponds, for a 10-kDa protein, to a load of 40 mg/liter in the fermentor. This concentration is reached by most reported preparations in P. pastoris. Further concentration by ultrafiltration would compensate for lower production. This procedure may be useful in many structural genomics and combinatorial chemistry screening projects where most protein productions meet the requirements for this method.
Collapse
Affiliation(s)
- F de Lamotte
- Unité e Biochimie et Biologie Moléculaire des Céréales, INRA, Montpellier, France.
| | | | | | | | | | | | | |
Collapse
|
42
|
Chen Y, Molloy SS, Thomas L, Gambee J, Bächinger HP, Ferguson B, Zonana J, Thomas G, Morris NP. Mutations within a furin consensus sequence block proteolytic release of ectodysplasin-A and cause X-linked hypohidrotic ectodermal dysplasia. Proc Natl Acad Sci U S A 2001; 98:7218-23. [PMID: 11416205 PMCID: PMC34649 DOI: 10.1073/pnas.131076098] [Citation(s) in RCA: 84] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2001] [Indexed: 01/29/2023] Open
Abstract
X-linked hypohidrotic ectodermal dysplasia (XLHED) is a heritable disorder of the ED-1 gene disrupting the morphogenesis of ectodermal structures. The ED-1 gene product, ectodysplasin-A (EDA), is a tumor necrosis factor (TNF) family member and is synthesized as a membrane-anchored precursor protein with the TNF core motif located in the C-terminal domain. The stalk region of EDA contains the sequence -Arg-Val-Arg-Arg156-Asn-Lys-Arg159-, representing overlapping consensus cleavage sites (Arg-X-Lys/Arg-Arg( downward arrow)) for the proprotein convertase furin. Missense mutations in four of the five basic residues within this sequence account for approximately 20% of all known XLHED cases, with mutations occurring most frequently at Arg156, which is shared by the two consensus furin sites. These analyses suggest that cleavage at the furin site(s) in the stalk region is required for the EDA-mediated cell-to-cell signaling that regulates the morphogenesis of ectodermal appendages. Here we show that the 50-kDa EDA parent molecule is cleaved at -Arg156Asn-Lys-Arg(159 downward arrow)- to release the soluble C-terminal fragment containing the TNF core domain. This cleavage appears to be catalyzed by furin, as release of the TNF domain was blocked either by expression of the furin inhibitor alpha1-PDX or by expression of EDA in furin-deficient LoVo cells. These results demonstrate that mutation of a functional furin cleavage site in a developmental signaling molecule is a basis for human disease (XLHED) and raise the possibility that furin cleavage may regulate the ability of EDA to act as a juxtacrine or paracrine factor.
Collapse
Affiliation(s)
- Y Chen
- Department of Molecular and Medical Genetics, Oregon Health Sciences University, 3160 Sam Jackson Park Road, Portland, OR 97260, USA
| | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Zani M, Brillard-Bourdet M, Lazure C, Juliano L, Courty Y, Gauthier F, Moreau T. Purification and characterization of active recombinant rat kallikrein rK9. BIOCHIMICA ET BIOPHYSICA ACTA 2001; 1547:387-96. [PMID: 11410295 DOI: 10.1016/s0167-4838(01)00208-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The rat tissue kallikrein rK9 is most abundant in the submandibular gland and the prostate. It has been successfully expressed in the Pichia pastoris yeast expression system. A full-length cDNA coding for the mature rK9 was fused in frame with yeast alpha-factor cDNA. The fusion protein was secreted into the medium with high yield without being processed by the yeast KEX2 signal peptidase. Mature rK9 was efficiently released from the fusion protein by trypsin and was purified to homogeneity by one-step affinity chromatography using soya bean trypsin inhibitor (SBTI) as affinity ligand. The identity of the recombinant enzyme was checked by N-terminal amino acid sequencing, Western blot analysis and kinetic studies. The dual trypsin- and chymotrypsin-like enzymatic specificity of rK9 was assessed by determining specificity constants (k(cat)/K(m)) for the hydrolysis of fluorogenic substrates, the peptide sequences of which were derived from proparathyroid hormone (pro-PTH) and from semenogelin-I. Our results confirmed the presence of an extended binding site in the rK9 active site. We also identified a far more sensitive substrate of this enzyme than those previously described, Abz-VKKRSARQ-EDDnp, which was hydrolysed with a catalytic efficiency k(cat)/K(m) of 420000 M(-1)s(-1). Finally, we showed that four of the five major proteins contained in secretions of rat seminal vesicles were rapidly degraded by recombinant rK9.
Collapse
Affiliation(s)
- M Zani
- Laboratory of Enzymology and Protein Chemistry, INSERM EMI-U 00-10, University François Rabelais, France
| | | | | | | | | | | | | |
Collapse
|
44
|
Nakai K. Review: prediction of in vivo fates of proteins in the era of genomics and proteomics. J Struct Biol 2001; 134:103-16. [PMID: 11551173 DOI: 10.1006/jsbi.2001.4378] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Even after a nascent protein emerges from the ribosome, its fate is still controlled by its own amino acid sequence information. Namely, it may be co-/posttranslationally modified (e.g., phosphorylated, N-/O-glycosylated, and lipidated); it may be inserted into the membrane, translocated to an organelle, or secreted to the outside milieu; it may be processed for maturation or selective degradation; finally, its fragment may be presented on the cell surface as an antigen. Here, prediction methods of such protein fates from their amino acid sequences are reviewed. In many cases, artificial neural network techniques have been effectively used. The prediction of in vivo fates of proteins will be useful for characterizing newly identified candidate genes in a genome or for interpreting multiple spots in proteome analyses.
Collapse
Affiliation(s)
- K Nakai
- Human Genome Center, Institute of Medical Science, University of Tokyo, 4-6-1 Shirokane-dai, Minato-ku, Tokyo, 108-8639, Japan
| |
Collapse
|
45
|
Brakch N, Rholam M, Simonetti M, Cohen P. Favourable side-chain orientation of cleavage site dibasic residues of prohormone in proteolytic processing by prohormone convertase 1/3. EUROPEAN JOURNAL OF BIOCHEMISTRY 2000; 267:1626-33. [PMID: 10712592 DOI: 10.1046/j.1432-1327.2000.01154.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Previous studies using selectively modified pro-ocytocin/neurophysin substrate analogues and the purified metalloprotease, pro-ocytocin/neurophysin convertase (magnolysin; EC 3.4 24.62), have shown that dibasic cleavage site processing is associated with a prohormone sequence organized in a beta-turn structure. We have used various peptide analogues of the pro-ocytocin-neurophysin processing domain, and recombinant prohormone convertase 1/3, to test the validity of this property towards this member of the family of prohormone convertases (PCs). The enzymatic cleavage analysis and kinetics showed that: (a) with methyl amide (N-Met) modification, a secondary structure beta-turn breaker, the enzyme substrate interaction was abolished; (b) cleavage was favoured when the dibasic substrate side-chains were oriented in opposite directions; (c) the amino acid present at the P'1 position is important in the enzyme-substrate interaction; (d) the flexibility of the peptide substrate is necessary for the interaction; (e) Addition of dimethylsulfoxide to the cleavage assay favoured the cleavage of the pro-ocytocin/neurophysin large substrate over that of the smaller one pGlu-Arg-Thr-Lys-Arg-methyl coumarin amide. These data allowed us to conclude that proteolytic processing of pro-ocytocin-related peptide substrates by PC1/3 as well as by the metalloenzyme, magnolysin, involves selective recognition of precise cleavage site local secondary structure by the processing enzyme. It is hypothesized that this may represent a general property of peptide precursor proteolytic processing systems.
Collapse
Affiliation(s)
- N Brakch
- Division of Hypertension and Vascular Medicine, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland.
| | | | | | | |
Collapse
|
46
|
Veenstra JA. Mono- and dibasic proteolytic cleavage sites in insect neuroendocrine peptide precursors. ARCHIVES OF INSECT BIOCHEMISTRY AND PHYSIOLOGY 2000; 43:49-63. [PMID: 10644969 DOI: 10.1002/(sici)1520-6327(200002)43:2<49::aid-arch1>3.0.co;2-m] [Citation(s) in RCA: 253] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Regulatory peptides are synthesized as part of larger precursors that are subsequently processed into the active substances. After cleavage of the signal peptide, further proteolytic processing occurs predominantly at basic amino acid residues. Rules have been proposed in order to predict which putative proteolytic processing sites are actually used, but these rules have been established for vertebrate peptide precursors and it is unclear whether they are also valid for insects. The aim of this paper is to establish the validity of these rules to predict proteolytic cleavage sites at basic amino acids in insect neuropeptide precursors. Rules describing the cleavage of mono- and dibasic potential processing sites in insect neuropeptide precursors are summarized below. Lys-Arg pairs not followed by an aliphatic or basic amino acid residue are virtually always cleaved in insect regulatory peptide precursors, but cleavages of Lys-Arg pairs followed by either an aliphatic or a basic amino acid residue are ambiguous, as is processing at Arg-Arg pairs. Processing at Arg-Lys pairs has so far not been demonstrated in insects and processing at Lys-Lys pairs appears very rare. Processing at single Arg residues occurs only when there is a basic amino acid residue in position -4, -6, or -8, usually an Arg, but Lys or His residues work also. Although the current number of such sites is too limited to draw definitive conclusions, it seems plausible that cleavage at these sites is inhibited by the presence of aliphatic residues in the +1 position. However, cleavage at single Arg residues is ambiguous. When several potential cleavage sites overlap the one most easily cleaved appears to be processed. It cannot be excluded that some of the rules formulated here will prove less than universal, as only a limited number of cleavage sites have so far been identified. It is likely that, as in vertebrates, ambiguous processing sites exist to allow differential cleavage of the same precursor by different convertases and it seems possible that the precursors of allatostatins and PBAN are differentially cleaved in different cell types. Arch. Insect Biochem. Physiol. 43:49-63, 2000.
Collapse
Affiliation(s)
- J A Veenstra
- Laboratoire de Neuroendocrinologie, Université Bordeaux I, Talence, France.
| |
Collapse
|
47
|
MacKenzie DA, Kraunsoe JA, Chesshyre JA, Lowe G, Komiyama T, Fuller RS, Archer DB. Aberrant processing of wild-type and mutant bovine pancreatic trypsin inhibitor secreted by Aspergillus niger. J Biotechnol 1998; 63:137-46. [PMID: 9772752 DOI: 10.1016/s0168-1656(98)00081-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Bovine pancreatic trypsin inhibitor (BPTI) was secreted by Aspergillus niger at yields of up to 23 mg l-1 using a protein fusion strategy. BPTI was linked to part of the fungal glucoamylase protein (GAM) with a dibasic amino acid (KEX2) processing site at the fusion junction. Electrospray ionisation mass spectrometry and N-terminal protein sequencing revealed that, although biologically active in vitro, the purified products from a number of independent transformants consisted of a mixture of BPTI molecules differing at the N-terminus. Approximately 35-60% of this mixture was processed correctly. Aberrant processing of the GAM-BPTI fusion protein by the A. niger KEX2-like endoprotease was the most likely cause of this variation although the involvement of other fungal endoproteases could not be ruled out. In vitro studies have highlighted a weak interaction between BPTI and the Saccharomyces cerevisiae KEX2 endoprotease, suggesting that BPTI is not a potent inhibitor of KEX2p. A small proportion of the recombinant BPTI (10%) showed 'nicking' of the K15-A16 bond, indicating an interaction with a fungal trypsin-like enzyme. Mutant BPTI homologues designed to have anti-elastase activity, BPTI(K15V), BPTI(K15V,P13I) and BPTI(K15V,G12A), have also been expressed and secreted by A. niger. They also showed a similar spectrum of aberrant N-terminal processing but no 'nicking' of the K15-V16 bond was observed. Comparison of A. niger with other expression systems showed that it is an effective system for producing BPTI and its homologues, although not all molecules were correctly processed. This variation in processing efficiency may be useful in understanding the important determinants of protein processing in this fungus.
Collapse
Affiliation(s)
- D A MacKenzie
- Institute of Food Research, Norwich Research Park, Colney, UK
| | | | | | | | | | | | | |
Collapse
|
48
|
Fiorucci L, Pallaoro M, Erba F, Colombo AP, Rholam M, Cohen P, Ascoli F. Structural and functional properties of Bos taurus tryptase: a search for a possible propeptide processing role. Comp Biochem Physiol B Biochem Mol Biol 1998; 120:239-45. [PMID: 9787793 DOI: 10.1016/s0305-0491(98)10013-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Some structural features of bovine tryptase were discussed based on spectroscopic analysis. The far UV-CD spectrum of the enzymatically active bovine tryptase is consistent with a structure containing very little, if any alpha-helix, as found for other serine proteases. The analysis of near UV-CD and UV absorption spectra reveals the presence of a high number of Trp residues arranged probably in strong structural motifs. At variance with other tryptases, the bovine enzyme shows an electrophoretic behaviour in native and denaturating conditions compatible with an association state larger than a tetramer (probably a dodecamer). From a biochemical point of view, the bovine tryptase shares with the human counterpart, the preference for cleaving substrates bearing dibasic cleavage sites. Thus, it is hypothesized that tryptase may be involved in some proprotein processing mechanism(s).
Collapse
Affiliation(s)
- L Fiorucci
- Department of Experimental Medicine and Biochemical Sciences, University of Roma Tor Vergata, Italy.
| | | | | | | | | | | | | |
Collapse
|
49
|
Klein C, de Lamotte-Guéry F, Gautier F, Moulin G, Boze H, Joudrier P, Gautier MF. High-level secretion of a wheat lipid transfer protein in Pichia pastoris. Protein Expr Purif 1998; 13:73-82. [PMID: 9631518 DOI: 10.1006/prep.1998.0888] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Plant nonspecific lipid transfer proteins are small basic proteins with eight cysteine residues, all engaged in disulfide bonds. The sequence encoding the wheat 9-kDa LTP was cloned into the secretion vector pYAM7SP8 giving rise to pYTdltp4.90. Production in shake-flasks and a fermentor led to the synthesis of two major species of LTP: a larger than expected species of 14 kDa and a species of 10 kDa, close to the expected size of wheat LTP. When production was carried out in a fermentor with regulation of pH, oxygen level, and feed rate of carbon source, the 10-kDa species was the main protein at the end-point of culture. The recombinant wheat LTP (rLTP), secreted at a level of 720 mg/liter into the culture medium, is soluble. The rLTP was purified to homogeneity by ammonium sulfate precipitation, gel filtration, and anion-exchange chromatography, with a recovery yield of 36%. However, the molecular mass of rLTP, determined by mass spectrometry, is 9996 Da, while its naturally occurring counterpart has a molecular mass of 9607 Da. This discrepancy in size corresponds to a protein carrying three extra amino acids (DKR) at its N-terminal end, and this was confirmed by sequencing. In vitro lipid transfer activity showed that rLTP behaves in a similar way to the naturally occurring protein. These data indicate that Pichia pastoris is an efficient system for production of large quantities of soluble and biologically active rLTP for structure/function analysis.
Collapse
Affiliation(s)
- C Klein
- Unité de Biochimie et Biologie Moléculaire des Céréales, INRA, Montpellier, France
| | | | | | | | | | | | | |
Collapse
|
50
|
Moulard M, Chaloin L, Canarelli S, Mabrouk K, Darbon H, Challoin L. Retroviral envelope glycoprotein processing: structural investigation of the cleavage site. Biochemistry 1998; 37:4510-7. [PMID: 9521771 DOI: 10.1021/bi972662f] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Proteolytic activation of retroviral envelope glycoprotein precursors occurs at the carboxyl side of a consensus motif consisting of the amino acid sequence (Arg/Lys)-Xaa-(Arg/Lys)-Arg. Synthetic peptides spanning the processing sites of HIV-1/2 and SIV glycoprotein precursors were examined for their ability to be cleaved by the subtilisin-like endoproteases kexin and furin. To determine the potential role of secondary structure on proteolytic activation, we examined the secondary structure of synthetic peptides by circular dichroism and NMR spectroscopy. The results indicate that (i) the peptides were correctly cleaved by kexin and furin and therefore could be used as specific substrates for the purification and characterization of the lymphocyte endoprotease(s) responsible for proteolytic processing of precursors; (ii) the regions surrounding the cleavage sites could be characterized by their flexibility in aqueous solutions. However, a loop has been shown to be a determinant for the specificity of the interaction between the enzyme and its substrate as determined by molecular modeling. Furthermore, we determine and propose a possible structure of the cleavage site which fits to the active site of the modeled furin.
Collapse
Affiliation(s)
- M Moulard
- C.I.M.L., Marseille, France, Laboratoire AFMB, IBSM, Marseille, France.
| | | | | | | | | | | |
Collapse
|