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Kok SY, Namasivayam P, Ee GCL, Ong-Abdullah M. Comparative proteomic analysis of oil palm (Elaeis guineensis Jacq.) during early fruit development. J Proteomics 2020; 232:104052. [PMID: 33262095 DOI: 10.1016/j.jprot.2020.104052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 11/11/2020] [Accepted: 11/15/2020] [Indexed: 01/04/2023]
Abstract
To gain insights on protein changes in fruit setting and growth in oil palm, a comparative proteomic approach was undertaken to study proteome changes during its early development. The variations in the proteome at five early developmental stages were investigated via a gel-based proteomic technique. A total of 129 variant proteins were determined using mass spectrometric analysis, resulting in 80 identifications. The majority of the identified protein species were classified as energy and metabolism, stress response/defence and cell structure during early oil palm development representing potential candidates for the control of final fruit size and composition. Seven prominent protein species were then characterised using real-time polymerase chain reaction to validate the mRNA expression against the protein abundant profiles. Transcript and protein profiles were parallel across the developmental stages, but divergent expression was observed in one protein spot, indicative of possible post-transcriptional events. Our results revealed protein changes in early oil palm fruit development provide valuable information in the understanding of fruit growth and metabolism during early stages that may contribute towards improving agronomic traits. BIOLOGICAL SIGNIFICANCE: Two-dimensional gel electrophoresis coupled with mass spectrometry approach was used in this study to identify differentially expressed proteins during early oil palm fruit development. A total of 80 protein spots with significant change in abundance were successfully identified and selected genes were analysed using real time PCR to validate their expression. The dynamic changes in oil palm fruit proteome during early development were mostly active in primary and energy metabolism, stress responses, cell structure and protein metabolism. This study reveals the physiological processes during early oil palm fruit development and provides a reference proteome for further improvements in fruit quality traits.
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Affiliation(s)
- Sau-Yee Kok
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board (MPOB), No. 6 Persiaran Institusi, Bandar Baru Bangi, Kajang, Selangor, Malaysia; Division of Genetics, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - Parameswari Namasivayam
- Department of Cell and Molecular Biology, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia; Institute of Tropical Agriculture, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Gwendoline Cheng-Lian Ee
- Department of Chemistry, Faculty of Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Meilina Ong-Abdullah
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board (MPOB), No. 6 Persiaran Institusi, Bandar Baru Bangi, Kajang, Selangor, Malaysia.
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2
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Deb-Choudhury S, Haines S, Harland D, Clerens S, van Koten C, Lee E, Thomas A, Dyer J. Multi-parameter evaluation of the effect of processing conditions on meat protein modification. Heliyon 2020; 6:e04185. [PMID: 32566791 PMCID: PMC7298649 DOI: 10.1016/j.heliyon.2020.e04185] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 02/27/2020] [Accepted: 06/04/2020] [Indexed: 02/06/2023] Open
Abstract
Evaluating the interconnecting effects of pH, temperature and time on food proteins is of relevance to food processing, and food functionality. Here we describe a matrix-based approach in which meat proteins were exposed to combinations of these parameters, selected to cover coordinates in a realistic processing space, and analyzed using redox proteomics. Regions within the matrix showing high levels of protein modification were evaluated for oxidative and other modifications. Both pH and temperature, independently, had a significant effect on the oxidative modifications mostly detected in myofibrillar proteins such as myosin and troponin and also collagen. Heat induced pyroglutamic acid formation was exclusively observed in the myofibrillar proteins. Potential interdependencies between pH, temperature and exposure time were evaluated using a 3-way analysis of variance (ANOVA) on protein modification levels to better understand how industry relevant process parameters influence protein quality and function.
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Affiliation(s)
- Santanu Deb-Choudhury
- Food & Bio-based Products, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Stephen Haines
- Food & Bio-based Products, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Duane Harland
- Food & Bio-based Products, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Stefan Clerens
- Food & Bio-based Products, AgResearch Lincoln Research Centre, Christchurch, New Zealand
- Biomolecular Interaction Centre, University of Canterbury, New Zealand
| | - Chikako van Koten
- Knowledge & Analytics, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Erin Lee
- Food & Bio-based Products, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Ancy Thomas
- Food & Bio-based Products, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Jolon Dyer
- Food & Bio-based Products, AgResearch Lincoln Research Centre, Christchurch, New Zealand
- Biomolecular Interaction Centre, University of Canterbury, New Zealand
- Riddet Institute, Based at Massey University, Palmerston North, New Zealand
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Lau BYC, Othman A. Evaluation of sodium deoxycholate as solubilization buffer for oil palm proteomics analysis. PLoS One 2019; 14:e0221052. [PMID: 31415606 PMCID: PMC6695131 DOI: 10.1371/journal.pone.0221052] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 07/29/2019] [Indexed: 11/29/2022] Open
Abstract
Protein solubility is a critical prerequisite to any proteomics analysis. Combination of urea/thiourea and 3-[(3-cholamidopropyl)dimethylammonio]-1-propanesulfonate (CHAPS) have been routinely used to enhance protein solubilization for oil palm proteomics studies in recent years. The goals of these proteomics analysis are essentially to complement the knowledge regarding the regulation networks and mechanisms of the oil palm fatty acid biosynthesis. Through omics integration, the information is able to build a regulatory model to support efforts in improving the economic value and sustainability of palm oil in the global oil and vegetable market. Our study evaluated the utilization of sodium deoxycholate as an alternative solubilization buffer/additive to urea/thiourea and CHAPS. Efficiency of urea/thiourea/CHAPS, urea/CHAPS, urea/sodium deoxycholate and sodium deoxycholate buffers in solubilizing the oil palm (Elaeis guineensis var. Tenera) mesocarp proteins were compared. Based on the protein yields and electrophoretic profile, combination of urea/thiourea/CHAPS were shown to remain a better solubilization buffer and additive, but the differences with sodium deoxycholate buffer was insignificant. A deeper mass spectrometric and statistical analyses on the identified proteins and peptides from all the evaluated solubilization buffers revealed that sodium deoxycholate had increased the number of identified proteins from oil palm mesocarps, enriched their gene ontologies and reduced the number of carbamylated lysine residues by more than 67.0%, compared to urea/thiourea/CHAPS buffer. Although only 62.0% of the total identified proteins were shared between the urea/thiourea/CHAPS and sodium deoxycholate buffers, the importance of the remaining 38.0% proteins depends on the applications. The only observed limitations to the application of sodium deoxycholate in protein solubilization were the interference with protein quantitation and but it could be easily rectified through a 4-fold dilution. All the proteomics data are available via ProteomeXchange with identifier PXD013255. In conclusion, sodium deoxycholate is applicable in the solubilization of proteins extracted from oil palm mesocarps with higher efficiency compared to urea/thiourea/CHAPS buffer. The sodium deoxycholate buffer is more favorable for proteomics analysis due to its proven advantages over urea/thiourea/CHAPS buffer.
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Affiliation(s)
- Benjamin Yii Chung Lau
- Malaysian Palm Oil Board, No 6, Persiaran Institusi, Bandar Baru Bangi, Kajang, Selangor, Malaysia
| | - Abrizah Othman
- Malaysian Palm Oil Board, No 6, Persiaran Institusi, Bandar Baru Bangi, Kajang, Selangor, Malaysia
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Hodgkinson AJ, Wallace OA, Smolenski G, Prosser CG. Gastric digestion of cow and goat milk: Peptides derived from simulated conditions of infant digestion. Food Chem 2019; 276:619-625. [DOI: 10.1016/j.foodchem.2018.10.065] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 10/11/2018] [Accepted: 10/12/2018] [Indexed: 10/28/2022]
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Hassan H, Amiruddin MD, Weckwerth W, Ramli US. Deciphering key proteins of oil palm (Elaeis guineensis
Jacq.) fruit mesocarp development by proteomics and chemometrics. Electrophoresis 2018; 40:254-265. [DOI: 10.1002/elps.201800232] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 10/22/2018] [Accepted: 10/25/2018] [Indexed: 12/18/2022]
Affiliation(s)
- Hasliza Hassan
- Advanced Biotechnology and Breeding Centre (ABBC); Malaysian Palm Oil Board (MPOB); Selangor Malaysia
| | - Mohd Din Amiruddin
- Advanced Biotechnology and Breeding Centre (ABBC); Malaysian Palm Oil Board (MPOB); Selangor Malaysia
| | - Wolfram Weckwerth
- Department of Ecogenomics and Systems Biology; Faculty of Life Sciences; University of Vienna; Vienna Austria
- Vienna Metabolomics Center (VIME); University of Vienna; Vienna Austria
| | - Umi Salamah Ramli
- Advanced Biotechnology and Breeding Centre (ABBC); Malaysian Palm Oil Board (MPOB); Selangor Malaysia
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Su MY, Broadhurst M, Liu CP, Gathercole J, Cheng WL, Qi XY, Clerens S, Dyer JM, Day L, Haigh B. Comparative analysis of human milk and infant formula derived peptides following in vitro digestion. Food Chem 2016; 221:1895-1903. [PMID: 27979178 DOI: 10.1016/j.foodchem.2016.10.041] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Revised: 09/19/2016] [Accepted: 10/10/2016] [Indexed: 11/29/2022]
Abstract
It has long been recognised that there are differences between human milk and infant formulas which lead to differences in health and nutrition for the neonate. In this study we examine and compare the peptide profile of human milk and an exemplar infant formula. The study identifies both similarities and differences in the endogenous and postdigestion peptide profiles of human milk and infant formula. This includes differences in the protein source of these peptides but also with the region within the protein producing the dominant proteins. Clustering of similar peptides around regions of high sequence identity and known bioactivity was also observed. Together the data may explain some of the functional differences between human milk and infant formula, while identifying some aspects of conserved function between bovine and human milks which contribute to the effectiveness of modern infant formula as a substitute for human milk.
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Affiliation(s)
- M-Y Su
- State Key Laboratory of Dairy Biotechnology, Dairy Research Institute, Bright Dairy & Food Co., Ltd., Shanghai, China
| | - M Broadhurst
- AgResearch Ltd, Ruakura Research Centre, Hamilton, New Zealand
| | - C-P Liu
- State Key Laboratory of Dairy Biotechnology, Dairy Research Institute, Bright Dairy & Food Co., Ltd., Shanghai, China
| | - J Gathercole
- AgResearch Ltd, Cnr Springs Road and Gerald Street, Private Bag 4749, Christchurch 8140, New Zealand
| | - W-L Cheng
- State Key Laboratory of Dairy Biotechnology, Dairy Research Institute, Bright Dairy & Food Co., Ltd., Shanghai, China
| | - X-Y Qi
- State Key Laboratory of Dairy Biotechnology, Dairy Research Institute, Bright Dairy & Food Co., Ltd., Shanghai, China
| | - S Clerens
- AgResearch Ltd, Cnr Springs Road and Gerald Street, Private Bag 4749, Christchurch 8140, New Zealand; Biomolecular Interaction Centre, University of Canterbury, Christchurch, New Zealand
| | - J M Dyer
- AgResearch Ltd, Cnr Springs Road and Gerald Street, Private Bag 4749, Christchurch 8140, New Zealand; Biomolecular Interaction Centre, University of Canterbury, Christchurch, New Zealand; Riddet Institute, based at Massey University, Palmerston North, New Zealand; Wine, Food & Molecular Biosciences, Lincoln University, Lincoln, New Zealand
| | - L Day
- AgResearch Ltd, Grasslands Research Centre, Tennent Drive, Palmerston North 4442, New Zealand
| | - B Haigh
- AgResearch Ltd, Ruakura Research Centre, Hamilton, New Zealand.
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Clerens S, Thomas A, Gathercole J, Plowman JE, Yu TY, Grosvenor AJ, Haines SR, Dobbie P, Taukiri K, Rosenvold K, Dyer JM, Deb-Choudhury S. Proteomic and peptidomic differences and similarities between four muscle types from New Zealand raised Angus steers. Meat Sci 2016; 121:53-63. [PMID: 27262484 DOI: 10.1016/j.meatsci.2016.05.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 05/18/2016] [Accepted: 05/19/2016] [Indexed: 11/30/2022]
Abstract
Four muscles from New Zealand-raised Angus steers were evaluated (musculus semitendinosus, m. longissimus thoracis et lumborum, m. psoas major and m. infraspinatus) to test their differences and common features in protein and peptide abundances. The ultimate goal of such a comparison is to match muscle types to products with targeted properties. Protein profiling based on two-dimensional electrophoresis showed that the overall profiles were similar, but, between muscle types, significant (p<0.05) intensity differences were observed in twenty four protein spots. Profiling of endogenous peptides allowed characterisation of 346 peptides. Quantitative analysis showed a clear distinction between the muscle types. Forty-four peptides were identified that showed a statistically significant (p<0.05) and substantial (>2-fold change) difference between at least two muscle types. These analyses demonstrate substantial similarities between these four muscle types, but also clear distinctions in their profiles; specifically a 25% difference between at least two muscles at the peptidomic level, and a 14% difference at the proteomic level.
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Affiliation(s)
- Stefan Clerens
- Proteins & Biomaterials, AgResearch Lincoln Research Centre, Christchurch, New Zealand; Biomolecular Interaction Centre, University of Canterbury, Christchurch, New Zealand.
| | - Ancy Thomas
- Proteins & Biomaterials, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Jessica Gathercole
- Proteins & Biomaterials, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Jeffrey E Plowman
- Proteins & Biomaterials, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Tzer-Yang Yu
- Proteins & Biomaterials, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Anita J Grosvenor
- Proteins & Biomaterials, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Stephen R Haines
- Proteins & Biomaterials, AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Peter Dobbie
- Food Assurance & Meat Quality, AgResearch Ruakura Research Centre, Hamilton, New Zealand
| | - Kevin Taukiri
- Food Assurance & Meat Quality, AgResearch Ruakura Research Centre, Hamilton, New Zealand
| | - Katja Rosenvold
- Food Assurance & Meat Quality, AgResearch Ruakura Research Centre, Hamilton, New Zealand
| | - Jolon M Dyer
- Proteins & Biomaterials, AgResearch Lincoln Research Centre, Christchurch, New Zealand; Riddet Institute at Massey University, Palmerston North, New Zealand; Biomolecular Interaction Centre, University of Canterbury, Christchurch, New Zealand
| | - Santanu Deb-Choudhury
- Proteins & Biomaterials, AgResearch Lincoln Research Centre, Christchurch, New Zealand
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8
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Lau BYC, Deb-Choudhury S, Morton JD, Clerens S, Dyer JM, Ramli US. Method developments to extract proteins from oil palm chromoplast for proteomic analysis. SPRINGERPLUS 2015; 4:791. [PMID: 26702380 PMCID: PMC4688294 DOI: 10.1186/s40064-015-1576-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 12/01/2015] [Indexed: 11/23/2022]
Abstract
Proteins from the plant chromoplast are essential for many physiological processes such as fatty acid biosynthesis. Different protein extraction methods were tested to find the most robust method to obtain oil palm chromoplast proteins for mass spectrometry analysis. Initially, two different solvents were employed to reduce the fruit lipids. Then, two plant cell wall digestive enzymes were used to acquire the protoplasts to increase the protein extraction effectiveness. A two-stage centrifugation-based fractionation approach enhanced the number of identified proteins, particularly the fatty acid biosynthetic enzymes. The effectiveness of each extraction method was assessed using protein yields and 2DE gel profiles. The ideal method was successfully used to establish the 2DE chromoplast proteome maps of low and high oleic acid mesocarps of oil palm. Further nanoLC–MS/MS analysis of the extracted chromoplast proteins led to the identification of 162 proteins, including some of the main enzymes involved in the fatty acid biosynthesis. The established procedures would provide a solid foundation for further functional studies, including fatty acid biosynthetic expression profiling and evaluation of regulatory function.
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Affiliation(s)
- Benjamin Yii Chung Lau
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor Malaysia ; AgResearch Lincoln Research Centre, Christchurch, New Zealand ; Department of Wine, Food and Molecular Biosciences, Lincoln University, Christchurch, New Zealand
| | | | - James D Morton
- Department of Wine, Food and Molecular Biosciences, Lincoln University, Christchurch, New Zealand
| | - Stefan Clerens
- AgResearch Lincoln Research Centre, Christchurch, New Zealand
| | - Jolon M Dyer
- AgResearch Lincoln Research Centre, Christchurch, New Zealand ; Department of Wine, Food and Molecular Biosciences, Lincoln University, Christchurch, New Zealand
| | - Umi Salamah Ramli
- Advanced Biotechnology and Breeding Centre, Malaysian Palm Oil Board, No. 6, Persiaran Institusi, Bandar Baru Bangi, 43000 Kajang, Selangor Malaysia
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9
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Boggs I, Hine B, Smolenski G, Hettinga K, Zhang L, Wheeler TT. Changes in the repertoire of bovine milk proteins during mammary involution. EUPA OPEN PROTEOMICS 2015. [DOI: 10.1016/j.euprot.2015.09.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Deb-Choudhury S, Plowman JE, Harland DP. Isolation and Analysis of Keratins and Keratin-Associated Proteins from Hair and Wool. Methods Enzymol 2015; 568:279-301. [PMID: 26795475 DOI: 10.1016/bs.mie.2015.07.018] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
The presence of highly cross-linked protein networks in hair and wool makes them very difficult substrates for protein extraction, a prerequisite for further protein analysis and characterization. It is therefore imperative that these cross-links formed by disulfide bridges are first disrupted for the efficient extraction of proteins. Chaotropes such as urea are commonly used as efficient extractants. However, a combination of urea and thiourea not only improves recovery of proteins but also results in improved resolution of the keratins in 2DE gels. Reductants also play an important role in protein dissolution. Dithiothreitol effectively removes keratinous material from the cortex, whereas phosphines, like Tris(2-carboxyethyl)phosphine, remove material from the exocuticle. The relative extractability of the keratins and keratin-associated proteins is also dependent on the concentration of chaotropes, reductants, and pH, thus providing a means to preferentially extract these proteins. Ionic liquids such as 1-butyl-3-methylimidazolium chloride (BMIM(+)[Cl](-)) are known to solubilize wool by disrupting noncovalent interactions, specifically intermolecular hydrogen bonds. BMIM(+)[Cl](-) proved to be an effective extractant of wool proteins and complementary in nature to chaotropes such as urea and thiourea for identifying unique peptides of wool proteins using mass spectrometry (MS). Successful identification of proteins resolved by one- or two-dimensional electrophoresis and MS is highly dependent on the optimal recovery of its protease-digested peptides with an efficient removal of interfering substances. The detergent sodium deoxycholate used in conjunction with Empore™ disks improved identification of proteins by mass spectrometry leading to higher percentage sequence coverage, identification of unique peptides and higher score.
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Affiliation(s)
| | - Jeffrey E Plowman
- Food and Bio-Based Products Group, AgResearch Ltd., Christchurch, New Zealand
| | - Duane P Harland
- Food and Bio-Based Products Group, AgResearch Ltd., Christchurch, New Zealand
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