Network-based analysis of virulence factors for uncovering Aeromonas veronii pathogenesis

被引:8
作者
Li, Hong [1 ]
Ma, Xiang [1 ]
Tang, Yanqiong [1 ]
Wang, Dan [2 ]
Zhang, Ziding [3 ]
Liu, Zhu [1 ]
机构
[1] Hainan Univ, Sch Life Sci, Haikou, Hainan, Peoples R China
[2] Hainan Univ, Coll Trop Crops, Key Lab Sustainable Utilizat Trop Bioresource, Haikou, Hainan, Peoples R China
[3] China Agr Univ, Coll Biol Sci, State Key Lab Agrobiotechnol, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Aeromonas veronii; Protein-protein interaction network; Virulence factor; Pathogenesis; BACTERIAL PATHOGENS; ANALYSIS REVEALS; DATABASE; MAP; METABOLISM; PROTEINS; RESOURCE; SYSTEM; CELLS;
D O I
10.1186/s12866-021-02261-8
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Background Aeromonas veronii is a bacterial pathogen in aquaculture, which produces virulence factors to enable it colonize and evade host immune defense. Given that experimental verification of virulence factors is time-consuming and laborious, few virulence factors have been characterized. Moreover, most studies have only focused on single virulence factors, resulting in biased interpretation of the pathogenesis of A. veronii. Results In this study, a PPI network at genome-wide scale for A. veronii was first constructed followed by prediction and mapping of virulence factors on the network. When topological characteristics were analyzed, the virulence factors had higher degree and betweenness centrality than other proteins in the network. In particular, the virulence factors tended to interact with each other and were enriched in two network modules. One of the modules mainly consisted of histidine kinases, response regulators, diguanylate cyclases and phosphodiesterases, which play important roles in two-component regulatory systems and the synthesis and degradation of cyclic-diGMP. Construction of the interspecies PPI network between A. veronii and its host Oreochromis niloticus revealed that the virulence factors interacted with homologous proteins in the host. Finally, the structures and interacting sites of the virulence factors during interaction with host proteins were predicted. Conclusions The findings here indicate that the virulence factors probably regulate the virulence of A. veronii by involving in signal transduction pathway and manipulate host biological processes by mimicking and binding competitively to host proteins. Our results give more insight into the pathogenesis of A. veronii and provides important information for designing targeted antibacterial drugs.
引用
收藏
页数:11
相关论文
共 70 条
[1]   Computing topological parameters of biological networks [J].
Assenov, Yassen ;
Ramirez, Fidel ;
Schelhorn, Sven-Eric ;
Lengauer, Thomas ;
Albrecht, Mario .
BIOINFORMATICS, 2008, 24 (02) :282-284
[2]   Network biology:: Understanding the cell's functional organization [J].
Barabási, AL ;
Oltvai, ZN .
NATURE REVIEWS GENETICS, 2004, 5 (02) :101-U15
[3]   An Extracellular Bacterial Pathogen Modulates Host Metabolism to Regulate Its Own Sensing and Proliferation [J].
Baruch, Moshe ;
Belotserkovsky, Ilia ;
Hertzog, Baruch B. ;
Ravins, Miriam ;
Dov, Eran ;
McIver, Kevin S. ;
Le Breton, Yoann S. ;
Zhou, Yiting ;
Chen, Catherine Youting ;
Hanski, Emanuel .
CELL, 2014, 156 (1-2) :97-108
[4]   UniProt: a worldwide hub of protein knowledge [J].
Bateman, Alex ;
Martin, Maria-Jesus ;
Orchard, Sandra ;
Magrane, Michele ;
Alpi, Emanuele ;
Bely, Benoit ;
Bingley, Mark ;
Britto, Ramona ;
Bursteinas, Borisas ;
Busiello, Gianluca ;
Bye-A-Jee, Hema ;
Da Silva, Alan ;
De Giorgi, Maurizio ;
Dogan, Tunca ;
Castro, Leyla Garcia ;
Garmiri, Penelope ;
Georghiou, George ;
Gonzales, Daniel ;
Gonzales, Leonardo ;
Hatton-Ellis, Emma ;
Ignatchenko, Alexandr ;
Ishtiaq, Rizwan ;
Jokinen, Petteri ;
Joshi, Vishal ;
Jyothi, Dushyanth ;
Lopez, Rodrigo ;
Luo, Jie ;
Lussi, Yvonne ;
MacDougall, Alistair ;
Madeira, Fabio ;
Mahmoudy, Mahdi ;
Menchi, Manuela ;
Nightingale, Andrew ;
Onwubiko, Joseph ;
Palka, Barbara ;
Pichler, Klemens ;
Pundir, Sangya ;
Qi, Guoying ;
Raj, Shriya ;
Renaux, Alexandre ;
Lopez, Milagros Rodriguez ;
Saidi, Rabie ;
Sawford, Tony ;
Shypitsyna, Aleksandra ;
Speretta, Elena ;
Turner, Edward ;
Tyagi, Nidhi ;
Vasudev, Preethi ;
Volynkin, Vladimir ;
Wardell, Tony .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D506-D515
[5]   The arabidopsis information resource: Making and mining the "gold standard" annotated reference plant genome [J].
Berardini, Tanya Z. ;
Reiser, Leonore ;
Li, Donghui ;
Mezheritsky, Yarik ;
Muller, Robert ;
Strait, Emily ;
Huala, Eva .
GENESIS, 2015, 53 (08) :474-485
[6]   Two Component Regulatory Systems and Antibiotic Resistance in Gram-Negative Pathogens [J].
Bhagirath, Anjali Y. ;
Li, Yanqi ;
Patidar, Rakesh ;
Yerex, Katherine ;
Ma, Xiaoxue ;
Kumar, Ayush ;
Duan, Kangmin .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (07)
[7]   Evidence for Network Evolution in an Arabidopsis Interactome Map [J].
Braun, Pascal ;
Carvunis, Anne-Ruxandra ;
Charloteaux, Benoit ;
Dreze, Matija ;
Ecker, Joseph R. ;
Hill, David E. ;
Roth, Frederick P. ;
Vidal, Marc ;
Galli, Mary ;
Balumuri, Padmavathi ;
Bautista, Vanessa ;
Chesnut, Jonathan D. ;
Kim, Rosa Cheuk ;
de los Reyes, Chris ;
Gilles, Patrick, II ;
Kim, Christopher J. ;
Matrubutham, Uday ;
Mirchandani, Jyotika ;
Olivares, Eric ;
Patnaik, Suswapna ;
Quan, Rosa ;
Ramaswamy, Gopalakrishna ;
Shinn, Paul ;
Swamilingiah, Geetha M. ;
Wu, Stacy ;
Ecker, Joseph R. ;
Dreze, Matija ;
Byrdsong, Danielle ;
Dricot, Amelie ;
Duarte, Melissa ;
Gebreab, Fana ;
Gutierrez, Bryan J. ;
MacWilliams, Andrew ;
Monachello, Dario ;
Mukhtar, M. Shahid ;
Poulin, Matthew M. ;
Reichert, Patrick ;
Romero, Viviana ;
Tam, Stanley ;
Waaijers, Selma ;
Weiner, Evan M. ;
Vidal, Marc ;
Hill, David E. ;
Braun, Pascal ;
Galli, Mary ;
Carvunis, Anne-Ruxandra ;
Cusick, Michael E. ;
Dreze, Matija ;
Romero, Viviana ;
Roth, Frederick P. .
SCIENCE, 2011, 333 (6042) :601-607
[8]   Interaction network containing conserved and essential protein complexes in Escherichia coli [J].
Butland, G ;
Peregrín-Alvarez, JM ;
Li, J ;
Yang, WH ;
Yang, XC ;
Canadien, V ;
Starostine, A ;
Richards, D ;
Beattie, B ;
Krogan, N ;
Davey, M ;
Parkinson, J ;
Greenblatt, J ;
Emili, A .
NATURE, 2005, 433 (7025) :531-537
[9]   Is dimerization a common feature in thioredoxins? The case of thioredoxin from Litopenaeus vannamei [J].
Campos-Acevedo, Adam A. ;
Sotelo-Mundo, Rogerio R. ;
Perez, Javier ;
Rudino-Pinera, Enrique .
ACTA CRYSTALLOGRAPHICA SECTION D-STRUCTURAL BIOLOGY, 2017, 73 :326-339
[10]   Soil Characteristics Overwhelm Cultivar Effects on the Structure and Assembly of Root-Associated Microbiomes of Modern Maize [J].
Chen Lin ;
Xin Xiuli ;
Zhang Jiabao ;
Marc Redmile-Gordon ;
Nie Guangsen ;
Wang Qingyun .
PEDOSPHERE, 2019, 29 (03) :360-373