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Li X, Zhu P, Chen YJ, Huang L, Wang D, Newton DT, Hsu CC, Lin G, Tao WA, Staiger CJ, Zhang C. The EXO70 inhibitor Endosidin2 alters plasma membrane protein composition in Arabidopsis roots. FRONTIERS IN PLANT SCIENCE 2023; 14:1171957. [PMID: 37324680 PMCID: PMC10264680 DOI: 10.3389/fpls.2023.1171957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 05/15/2023] [Indexed: 06/17/2023]
Abstract
To sustain normal growth and allow rapid responses to environmental cues, plants alter the plasma membrane protein composition under different conditions presumably by regulation of delivery, stability, and internalization. Exocytosis is a conserved cellular process that delivers proteins and lipids to the plasma membrane or extracellular space in eukaryotes. The octameric exocyst complex contributes to exocytosis by tethering secretory vesicles to the correct site for membrane fusion; however, whether the exocyst complex acts universally for all secretory vesicle cargo or just for specialized subsets used during polarized growth and trafficking is currently unknown. In addition to its role in exocytosis, the exocyst complex is also known to participate in membrane recycling and autophagy. Using a previously identified small molecule inhibitor of the plant exocyst complex subunit EXO70A1, Endosidin2 (ES2), combined with a plasma membrane enrichment method and quantitative proteomic analysis, we examined the composition of plasma membrane proteins in the root of Arabidopsis seedlings, after inhibition of the ES2-targetted exocyst complex, and verified our findings by live imaging of GFP-tagged plasma membrane proteins in root epidermal cells. The abundance of 145 plasma membrane proteins was significantly reduced following short-term ES2 treatments and these likely represent candidate cargo proteins of exocyst-mediated trafficking. Gene Ontology analysis showed that these proteins play diverse functions in cell growth, cell wall biosynthesis, hormone signaling, stress response, membrane transport, and nutrient uptake. Additionally, we quantified the effect of ES2 on the spatial distribution of EXO70A1 with live-cell imaging. Our results indicate that the plant exocyst complex mediates constitutive dynamic transport of subsets of plasma membrane proteins during normal root growth.
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Affiliation(s)
- Xiaohui Li
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN, United States
- Center for Plant Biology, Purdue University, West Lafayette, IN, United States
| | - Peipei Zhu
- Department of Biochemistry, Purdue University, West Lafayette, IN, United States
- Department of Chemistry, Purdue University, West Lafayette, IN, United States
| | - Yen-Ju Chen
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN, United States
- Center for Plant Biology, Purdue University, West Lafayette, IN, United States
| | - Lei Huang
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN, United States
- Center for Plant Biology, Purdue University, West Lafayette, IN, United States
| | - Diwen Wang
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN, United States
- Center for Plant Biology, Purdue University, West Lafayette, IN, United States
| | - David T. Newton
- Department of Statistics, Purdue University, West Lafayette, IN, United States
| | - Chuan-Chih Hsu
- Department of Biochemistry, Purdue University, West Lafayette, IN, United States
| | - Guang Lin
- Department of Mathematics, Purdue University, West Lafayette, IN, United States
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, United States
| | - W. Andy Tao
- Department of Biochemistry, Purdue University, West Lafayette, IN, United States
- Department of Chemistry, Purdue University, West Lafayette, IN, United States
| | - Christopher J. Staiger
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN, United States
- Center for Plant Biology, Purdue University, West Lafayette, IN, United States
- Department of Biological Sciences, Purdue University, West Lafayette, IN, United States
| | - Chunhua Zhang
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN, United States
- Center for Plant Biology, Purdue University, West Lafayette, IN, United States
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Yue-han Z, Yi-peng C, Zhao-hua H. Effect of different drying techniques on rose ( Rosa rugosa cv. Plena) proteome based on label-free quantitative proteomics. Heliyon 2023; 9:e13158. [PMID: 36747566 PMCID: PMC9898662 DOI: 10.1016/j.heliyon.2023.e13158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 01/18/2023] [Accepted: 01/19/2023] [Indexed: 01/22/2023] Open
Abstract
To explore the molecular mechanisms of different processing technologies on rose tea (Rosa rugosa cv. Plena), we investigated the rose tea proteome (fresh rose tea [CS], vacuum freeze-drying rose tea [FD], and vacuum microwave rose tea [VD]) using label-free quantification proteomics (LFQ). A total of 2187 proteins were identified, with 1864, 1905, and 1660 proteins identified in CS, FD, and VD, respectively. Of those, 1500 proteins were quantified. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) annotation and enrichment analysis of differential expression proteins (DEPs) in VD vs. CS, FD vs. CS, and FD vs. VD showed that these pathways were associated with energy metabolism, the metabolic breakdown of energy substances and protein biosynthesis, such as oxidative phosphorylation, citrate cycle, carbon metabolism pathways, and ribosome and protein processing in endoplasmic reticulum. FD could ensure the synthesis of protein translation and energy metabolism, thereby maintaining the high quality of rose tea.
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Zhou M, Zhu S, Mo X, Guo Q, Li Y, Tian J, Liang C. Proteomic Analysis Dissects Molecular Mechanisms Underlying Plant Responses to Phosphorus Deficiency. Cells 2022; 11:cells11040651. [PMID: 35203302 PMCID: PMC8870294 DOI: 10.3390/cells11040651] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 01/02/2022] [Accepted: 01/05/2022] [Indexed: 01/25/2023] Open
Abstract
Phosphorus (P) is an essential nutrient for plant growth. In recent decades, the application of phosphate (Pi) fertilizers has contributed to significant increases in crop yields all over the world. However, low efficiency of P utilization in crops leads to intensive application of Pi fertilizers, which consequently stimulates environmental pollution and exhaustion of P mineral resources. Therefore, in order to strengthen the sustainable development of agriculture, understandings of molecular mechanisms underlying P efficiency in plants are required to develop cultivars with high P utilization efficiency. Recently, a plant Pi-signaling network was established through forward and reverse genetic analysis, with the aid of the application of genomics, transcriptomics, proteomics, metabolomics, and ionomics. Among these, proteomics provides a powerful tool to investigate mechanisms underlying plant responses to Pi availability at the protein level. In this review, we summarize the recent progress of proteomic analysis in the identification of differential proteins that play roles in Pi acquisition, translocation, assimilation, and reutilization in plants. These findings could provide insights into molecular mechanisms underlying Pi acquisition and utilization efficiency, and offer new strategies in genetically engineering cultivars with high P utilization efficiency.
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Affiliation(s)
- Ming Zhou
- Root Biology Center, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China; (M.Z.); (X.M.); (Q.G.); (Y.L.)
| | - Shengnan Zhu
- Life Science and Technology School, Lingnan Normal University, Zhanjiang 524048, China;
| | - Xiaohui Mo
- Root Biology Center, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China; (M.Z.); (X.M.); (Q.G.); (Y.L.)
| | - Qi Guo
- Root Biology Center, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China; (M.Z.); (X.M.); (Q.G.); (Y.L.)
| | - Yaxue Li
- Root Biology Center, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China; (M.Z.); (X.M.); (Q.G.); (Y.L.)
| | - Jiang Tian
- Root Biology Center, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China; (M.Z.); (X.M.); (Q.G.); (Y.L.)
- Correspondence: (J.T.); (C.L.); Tel.: +86-2085283380 (J.T.); +86-2085280156 (C.L.)
| | - Cuiyue Liang
- Root Biology Center, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China; (M.Z.); (X.M.); (Q.G.); (Y.L.)
- Correspondence: (J.T.); (C.L.); Tel.: +86-2085283380 (J.T.); +86-2085280156 (C.L.)
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Feng X, He C, Jiao L, Liang X, Zhao R, Guo Y. Analysis of differential expression proteins reveals the key pathway in response to heat stress in Alicyclobacillus acidoterrestris DSM 3922T. Food Microbiol 2019; 80:77-84. [DOI: 10.1016/j.fm.2019.01.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2018] [Revised: 11/12/2018] [Accepted: 01/06/2019] [Indexed: 11/27/2022]
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Kuang M, Tao X, Peng Y, Zhang W, Pan Y, Cheng L, Yuan C, Zhao Y, Mao H, Zhuge L, Zhou Z, Chen H, Sun Y. Proteomic analysis of plasma exosomes to differentiate malignant from benign pulmonary nodules. Clin Proteomics 2019; 16:5. [PMID: 30733650 PMCID: PMC6359787 DOI: 10.1186/s12014-019-9225-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 01/27/2019] [Indexed: 12/11/2022] Open
Abstract
Background It is difficult to distinguish benign pulmonary nodules (PNs) from malignant PNs by conventional examination. Therefore, novel biomarkers that can identify the nature of PNs are needed. Exosomes have recently been identified as an attractive alternative approach since tumor-specific molecules can be found in exosomes isolated from biological fluids. Methods Plasma exosomes were extracted via the exoEasy reagent method. The major proteins from plasma exosomes in patients with PNs were identified via labelfree analysis and screened for differentially expressed proteins. A GO classification analysis and KEGG pathway analysis were performed on plasma exosomal protein from patients with benign and malignant PNs. Results Western blot confirmed that protein expression of CD63 and CD9 could be detected in the exosome extract. Via a search of the human Uniprot database, 736 plasma exosome proteins from patients with PNs were detected using high-confidence peptides. There were 33 differentially expressed proteins in the benign and malignant PNs. Of these, 12 proteins were only expressed in the benign PNs group, while 9 proteins were only expressed in the malignant PNs group. We further obtained important information on signaling pathways and nodal proteins related to differential benign and malignant PNs via bioinformatic analysis methods such as GO, KEGG, and String. Conclusions This study provides a new perspective on the identification of novel detection strategies for benign and malignant PNs. We hope our findings can provide clues for the identification of benign and malignant PNs. Electronic supplementary material The online version of this article (10.1186/s12014-019-9225-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Muyu Kuang
- 1Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,3Huadong Hospital, Fudan University, Shanghai, China
| | - Xiaoting Tao
- 1Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yizhou Peng
- 1Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Wenjing Zhang
- 4Shanghai Institute of Biochemistry and Cell Biology, Shanghai, China
| | - Yafang Pan
- 4Shanghai Institute of Biochemistry and Cell Biology, Shanghai, China
| | - Lei Cheng
- 5Cancer Institute, Collaborative Innovation Center for Cancer Medicine, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Chongze Yuan
- 1Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yue Zhao
- 1Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hengyu Mao
- 1Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Lingdun Zhuge
- 1Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zhenhua Zhou
- 6Department of Orthopaedic Oncology, Changzheng Hospital, Naval Military Medical University (The Second Military Medical University), Shanghai, China
| | - Haiquan Chen
- 1Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yihua Sun
- 1Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, China.,2Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.,7Present Address: Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, No. 270, Dongan Road, Shanghai, 200030 China
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Xu X, Ran J, Jiao L, Liang X, Zhao R. Label free quantitative analysis of Alicyclobacillus acidoterrestris spore germination subjected to low ambient pH. Food Res Int 2019; 115:580-588. [DOI: 10.1016/j.foodres.2018.09.033] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2018] [Revised: 09/05/2018] [Accepted: 09/10/2018] [Indexed: 11/28/2022]
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iTRAQ-based analysis of the Arabidopsis proteome reveals insights into the potential mechanisms of anthocyanin accumulation regulation in response to phosphate deficiency. J Proteomics 2018; 184:39-53. [PMID: 29920325 DOI: 10.1016/j.jprot.2018.06.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 06/01/2018] [Accepted: 06/07/2018] [Indexed: 01/18/2023]
Abstract
Phosphate (Pi) deficiency significantly limits plant growth in natural and agricultural systems. Accumulation of anthocyanins in shoots is a common response of Arabidopsis thaliana to Pi deficiency. To elucidate the mechanisms underlying Pi deficiency-induced anthocyanin accumulation, we employed a proteomic approach based on isobaric tags for relative and absolute quantification (iTRAQ) to investigate protein expression profiles of Arabidopsis thaliana seedlings subjected to Pi deficiency for 7 days. In total, 5,106 proteins were identified, of which 156 displayed significant changes in abundance upon Pi deficiency. Bioinformatics analysis indicated that flavonoid biosynthesis was the most significantly elevated metabolic process under Pi deficiency. We further examined the potential role of the flavonoid biosynthetic pathway using a dihydroflavonol 4-reductase (DFR) mutant (tt3) and quantitative RT-PCR (qRT-PCR) analysis, and found that the tt3 mutant was deprived of transcriptional up-regulation of three genes related to anthocyanin biosynthesis, modification and transport under Pi deficiency. These results showed that Pi deficiency probably enhances the anthocyanin accumulation by promoting the flavonoid biosynthesis. The exact functions of these proteins remain to be examined. Nevertheless, our study increases the understanding of the mechanisms implicated in the anthocyanin accumulation induced by Pi deficiency and adaptive responses of plants to Pi starvation.
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Chen H, Zhang Q, Cai H, Zhou W, Xu F. H 2 O 2 mediates nitrate-induced iron chlorosis by regulating iron homeostasis in rice. PLANT, CELL & ENVIRONMENT 2018; 41:767-781. [PMID: 29336033 DOI: 10.1111/pce.13145] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Revised: 12/27/2017] [Accepted: 12/31/2017] [Indexed: 06/07/2023]
Abstract
The uptake of nitrate by plant roots causes a pH increment in rhizosphere and leads to iron (Fe) deficiency in rice. However, little is known about the mechanism how the nitrate uptake-induced high rhizosphere pH causes Fe deficiency. Here, we found that rice showed severe leaf chlorosis and large amounts of Fe plaque were aggregated on the root surface and intercellular space outside the exodermis in a form of ferrihydrite under alkaline conditions. In this case, there was significantly decreased Fe concentration in shoots, and the Fe deficiency responsive genes were strongly induced in the roots. The high rhizosphere pH induced excess hydrogen peroxide (H2 O2 ) production in the epidermis due to the increasing expression of NADPH-oxidase respiratory burst oxidase homolog 1, which enhanced root oxidation ability and improved the Fe plaque formation in rhizosphere. Further, the concentrated H2 O2 regulated the phenylpropanoid metabolism with increased lignin biosynthesis and decreased phenolics secretion, which blocked apoplast Fe mobilization efficiency. These factors coordinately repressed the Fe utilization in rhizosphere and led to Fe deficiency in rice under high pH. In conclusion, our results demonstrate that nitrate uptake-induced rhizosphere alkalization led to Fe deficiency in rice, through H2 O2 -dependent manners of root oxidation ability and phenylpropanoid metabolism.
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Affiliation(s)
- Haifei Chen
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtze River), Ministry of Agriculture, Wuhan, 430070, China
| | - Quan Zhang
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtze River), Ministry of Agriculture, Wuhan, 430070, China
| | - Hongmei Cai
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtze River), Ministry of Agriculture, Wuhan, 430070, China
| | - Wei Zhou
- Institute of Agricultural Resource and Regional Planning, CAAS, Beijing, 10081, China
| | - Fangsen Xu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
- Key Laboratory of Arable Land Conservation (Middle and Lower Reaches of Yangtze River), Ministry of Agriculture, Wuhan, 430070, China
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Cardiac shock wave therapy promotes arteriogenesis of coronary micrangium, and ILK is involved in the biomechanical effects by proteomic analysis. Sci Rep 2018; 8:1814. [PMID: 29379038 PMCID: PMC5788936 DOI: 10.1038/s41598-018-19393-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 12/28/2017] [Indexed: 01/04/2023] Open
Abstract
Cardiac Shock Wave Therapy (CSWT) improves myocardial perfusion and ameliorates cardiac remodeling after acute myocardial infarction (AMI), but the precise mechanisms remain obscure. Herein, we have applied CSWT to a rat model of AMI to demonstrate the arteriogenesis of coronary micrangium and protein expression changes in ischemic myocardium after CSWT. Four weeks after CSWT, the fraction shortening of rats was improved greatly and the cardiomyocyte apoptosis index was significantly lower than the AMI group (P < 0.05). Besides, the fibrotic area was markedly decreased in the CSWT group. In the infarction border zone, the thickness of smooth muscle layer was expanded apparently after CSWT. Label-free quantitative proteomic analysis and bioinformatics analysis revealed that the differentially expressed proteins were largely enriched in the focal adhesion signaling pathway. And integrin linked kinase (ILK) may be a key factor contributed to arteriogenesis of coronary micrangium during CSWT. In conclusion, non-invasive cardiac shock wave could promote arteriogenesis of coronary micrangium and alleviate myocardial apoptosis and fibrosis after AMI. Furthermore, focal adhesion signaling pathway may have a central role in the related signal network and ILK was closely related to the arteriogenesis of coronary micrangium during CSWT.
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Jia FF, Pang XH, Zhu DQ, Zhu ZT, Sun SR, Meng XC. Role of the luxS gene in bacteriocin biosynthesis by Lactobacillus plantarum KLDS1.0391: A proteomic analysis. Sci Rep 2017; 7:13871. [PMID: 29066774 PMCID: PMC5654829 DOI: 10.1038/s41598-017-13231-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 09/20/2017] [Indexed: 11/18/2022] Open
Abstract
Certain probiotic species of lactic acid bacteria, especially Lactobacillus plantarum, regulate bacteriocin synthesis through quorum sensing (QS) systems. In this study, we aimed to investigate the luxS-mediated molecular mechanisms of QS during bacteriocin synthesis by L. plantarum KLDS1.0391. In the absence of luxS, the ‘spot-on-the-lawn’ method showed that the bacteriocin production by L. plantarum KLDS1.0391 significantly decreased upon co-cultivation with L. helveticus KLDS1.9207 (P < 0.01) but did not change significantly when mono-cultivated. Furthermore, liquid chromatography-electrospray ionization tandem mass spectrometry analysis showed that, as a response to luxS deletion, L. plantarum KLDS1.0391 altered the expression level of proteins involved in carbohydrate metabolism, amino acid metabolism, fatty acid synthesis and metabolism, and the two-component regulatory system. In particular, the sensor histidine kinase AgrC (from the two-component system, LytTR family) was expressed differently between the luxS mutant and the wild-type strain during co-cultivation, whereas no significant differences in proteins related to bacteriocin biosynthesis were found upon mono-cultivation. In summary, we found that the production of bacteriocin was regulated by carbohydrate metabolism, amino acid metabolism, fatty acid synthesis and metabolism, and the two-component regulatory system. Furthermore, our results demonstrate the role of luxS-mediated molecular mechanisms in bacteriocin production.
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Affiliation(s)
- Fang-Fang Jia
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, 150030, China.,Synergetic Innovation Center of Food Safety and Nutrition, Northeast Agricultural University, Harbin, 150030, China
| | - Xue-Hui Pang
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, 150030, China.,Synergetic Innovation Center of Food Safety and Nutrition, Northeast Agricultural University, Harbin, 150030, China
| | - De-Quan Zhu
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, 150030, China.,Synergetic Innovation Center of Food Safety and Nutrition, Northeast Agricultural University, Harbin, 150030, China.,College of Life Sciences, Jiamusi University, Jiamusi, 154007, China
| | - Zong-Tao Zhu
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, 150030, China.,Synergetic Innovation Center of Food Safety and Nutrition, Northeast Agricultural University, Harbin, 150030, China
| | - Si-Rui Sun
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, 150030, China.,Synergetic Innovation Center of Food Safety and Nutrition, Northeast Agricultural University, Harbin, 150030, China
| | - Xiang-Chen Meng
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, 150030, China. .,Synergetic Innovation Center of Food Safety and Nutrition, Northeast Agricultural University, Harbin, 150030, China.
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