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microPublication / Biology / Visualization of a curated Oryza...
Visualization of a curated Oryza sativa L. CDPKs Protein-Protein Interaction Network (CDPK-OsPPIN)
Joana Marques1, Cleverson C. Matiolli1 and Isabel A. Abreu1
1Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa (ITQB NOVA), Avenida da República, 2780-157 Oeiras, Portugal
Correspondence to: Isabel A. Abreu (abreu@itqb.unl.pt)

Abstract

Calcium-Dependent Protein Kinases (CDPKs) translate calcium ion (Ca2+) signals into direct phosphorylation of proteins involved in stress response and plant growth. To get a clear picture of CDPKs functions, we must identify and explore the CDPKs targets and their respective roles in plant physiology. Here, we present a manually curated Oryza sativa L. CDPK Protein-Protein Interaction Network (CDPK-OsPPIN). The CDPK-OsPPIN provides an interactive graphical tool to assist hypothesis generation by researchers investigating CDPK roles and functional diversity.

Figure 1. Oryza sativa L. CDPKs Protein-Protein Interaction Network (OsPPIN): The network aggregates a manual curation of the rice CDPK-interacting proteins found in the literature and publicly available protein-protein interaction (PPI) databases (www.biogrid.org). The PPI assays supporting the interactions included in the OsPPIN comprise Yeast-Two-Hybrid (Y2H), Bimolecular Fluorescence Complementation (BiFC), Co-Immunoprecipitation (Co-IP), in vitro phosphorylation, in vivo phosphorylation, phosphoproteomics, interaction with target-specific peptides, and proteins identified by affinity capture followed by mass spectrometry. Edges connect CDPKs (in pink) and other proteins (in yellow); the arrow direction indicates phosphorylation targeting; edge color indicates the reliability of the PPI (gray or black, indicating information from one or more independent assays, respectively). The Gene/Protein names are the most commonly used in the literature. The detailed information about the CDPK OsPPIN network can be found: https://bit.ly/3205Tr9

Description

Calcium-Dependent Protein Kinases (CDPKs) are essential translators of calcium ion (Ca2+) signaling in protists (Zhang and Choi, 2001), green algae (Valmonte et al., 2014), and plants (Harmon et al., 1987; Roberts, 1993). The ion Ca2+ is a key second messenger of diverse signaling pathways conveying environmental and developmental cues (Dodd et al., 2010). External and internal signals trigger transient changes of cytosolic Ca2+ ([Ca2+]cyt) levels. These changes in [Ca2+]cyt levels can be perceived by Ca2+ binding proteins, such as Calmodulins (CaMs), Calmodulin-Like proteins (CMLs), Calcineurin B-Like proteins (CBLs), and CDPKs (Dodd et al., 2010). The perception of Ca2+ causes conformational changes in CaMs, CBLs, and CDPKs that allow specific protein-protein interactions. After Ca2+-induced conformational changes, CaMs interact with target proteins and recruit Calmodulin-dependent Protein Kinases (CaMKs) to phosphorylate the CaM targets (Zhang and Lu, 2003). Interestingly, CDPKs were proposed to result from a gene fusion between CaM and CaMKs genes (Zhang and Choi, 2001). Consequently, CDPKs are unique in their ability to sense and decode Ca2+ signals by directly phosphorylating specific targets.

CDPKs have a variable N-terminal domain, a serine/threonine kinase domain, and a regulatory calmodulin-like domain (CaM-LD). These kinases also possess an auto-inhibitory junction region that restrains their catalytic activity. The binding of Ca2+ to the EF-hands domains triggers a conformational change that exposes the kinase domain and activates the CDPK. The EF-hands of CDPKs vary in their affinity to Ca2+ (Harmon et al., 2000), suggesting that different CDPKs might respond to different Ca2+ concentrations. Ca2+ signals depend on the stimulus and differ in frequency of oscillation, amplitude, and duration (Dodd et al., 2010). The timing of expression and spatial distribution of CDPKs can also add specificity to the Ca2+ signal decoding (Harmon et al., 2000). However, how CDPKs determine the phosphorylation of their interacting proteins is still largely unknown. For instance, Wang et al., 2011 showed that although both OsCPK2 and OsCPK26 interact with OsCPK25/26-Interacting Protein 30 (OIP30), only OsCPK26 can phosphorylate it.

CDPKs are involved in mediating plant stress responses. In rice (Oryza sativa L.), OsCPK4, OsCPK10, and OsCPK13 are involved in drought stress tolerance (Saijo et al., 2000; Campo et al., 2014; Bundó and Coca, 2017; Wang et al., 2018). OsCPK4 and OsCPK10 enhance blast disease resistance (Bundó and Coca, 2016, 2017), while OsCPK12 and OsCPK18 seem to negatively regulate plant immunity (Asano et al., 2012; Xie et al., 2014). OsCPK12, OsCPK13, and OsCPK21 are involved in salt stress tolerance (Saijo et al., 2000; Asano et al., 2011, 2012), while OsCPK13 and OsCPK17 are involved in cold stress tolerance (Saijo et al., 2000; Almadanim et al., 2017). CDPKs also regulate central metabolism (recently reviewed in Alves et al., 2021), suggesting that they can meditate growth-stress response balance in stressful conditions. However, to fully understand CDPKs’ function, mapping their interactions and phosphorylation targets is necessary.

Rice CDPKs are a large family of 30 members (Asano et al., 2005; Alves et al., 2021) still poorly characterized. Specifically, knowledge of their interactors, which define their function, is still scarce and lacking systematization. For instance, as of October 2021, BioGrid (v.3.5) reported 81,044 physical interactions in Arabidopsis thaliana but only 346 in rice – 236 of which result from a single experiment of affinity capture followed by mass spectrometry analysis (Stark et al., 2006; Biswal et al., 2019). Adding to this, the available information on rice-CDPKs can be challenging to retrieve due to the lack of standardization of gene nomenclature (see Material and Methods section). Working with rice CDPKs for over a decade, our lab felt the need to collect available functional information on CDPK interaction partners, systematizing it to make it readily available to the scientific community. A standard tool to organize and visualize Protein-Protein Interactions (PPI) is PPI Networks (PPIN). PPINs are a graphical representation and integration of large volumes of data and facilitates quick consults and the formulation of new hypotheses.

Here, we report the development of an Oryza sativa CDPKs PPIN (CDPK-OsPPIN, Figure 1). The interactive network can be found in (https://bit.ly/3205Tr9). The CDPK-OsPPIN will also be accessible on the web pages of the rice CDPKs of the RAP-DB (https://rapdb.dna.affrc.go.jp) (Kawahara et al., 2013; Sakai et al., 2013). The CDPK-OsPPIN provides a graphical and interactive interface to explore rice CDPK protein interactions and their involvement in rice signaling pathways coordinating plant fitness. To build the CDPK-OsPPIN, we compiled the literature available on the targets of OsCPKs. Additionally, we searched the interaction partners of the CDPK targets in the BioGrid repository (Stark et al., 2006). The CDPK-OsPPIN was built using Cytoscape (v. 3.9.0) and is nested in the Ndex (v2.5.2) platform (https://www.ndexbio.org) (Shannon et al., 2003; Pratt et al., 2015). The Ndex platform allows for a searchable and interactive visualization of the CDPK repository. The nodes (proteins) are clickable and show the following information: Locus ID (MSU and RAP-DB) (Kawahara et al., 2013; Sakai et al., 2013), UniProt ID, other gene/protein symbols, molecular function, biological process, subcellular localization, and Gene Ontology (GO) terms. The interactions between proteins are represented by edges. The edges are also clickable and display the methodology used to determine each interaction and appear between the protein names (e.g., OsCPK21 (Y2H) PSBW) – empirically demonstrated phosphorylation (if tested), the phosphorylated residue (if applicable), and the literature reference that demonstrated the PPI with a clickable DOI. Phosphorylation is indicated by arrows on the edges. The PPIs were demonstrated by: Yeast-Two-Hybrid (Y2H) screenings, Bimolecular Fluorescence Complementation (BiFC), co-immunoprecipitation (Co-IP), in vitro phosphorylation, in vivo phosphorylation, protein identification by affinity capture followed by mass spectrometry, phosphoproteomic, and interaction with target-specific peptides. The number of experiments supporting each interaction is represented by the color of the edge, gray or black, indicating information from one or more independent assays, respectively. This representation allows the user to promptly infer the reliability of specific interactions – most PPIs represented in the network result from more than one low-throughput experiment. The protein and PPI metadata can also be retrieved in the ‘table format’ generated by the platform. The Ndex platform also allows queries that generate sub-networks. For instance, the query ‘nucleus’ will return a sub-network of nuclear proteins and their interactors. So far, CDPK-OsPPIN contains 89 proteins with 62 connections manually curated. The CDPK repository will be updated with manually curated data from future studies.

The CDPK-OsPPIN provides a graphical interface to facilitate hypothesis generation to explore the biological functions, functional divergence, and redundancy of CDPKs.

Methods

Request a detailed protocol

The protein network is available at the Ndex platform (https://bit.ly/3205Tr9). The interaction data for the network were manually curated from the available literature. The protein-protein interaction network was built in Cytoscape (v. 3.9.0) (Shannon et al., 2003). The nodes were displayed in organic layout. The protein annotations such as GO terms, subcellular localization, molecular function, and biological function were obtained from the Rice Genome Annotation Project (Kawahara et al., 2013).

Reagents

We adopted the following nomenclature when referring to a single member of the CDPK family is OsCPKX, where X refers to the number of the CPK. We suggest the adoption of this nomenclature by the scientific community. Here is the full list of members rice CDPK family, with the Rice Annotation Project Database (RAP-DB) Locus ID (Kawahara et al., 2013; Sakai et al., 2013). OsCPK1, Os01g0622600; OsCPK2, Os01g0808400; OsCPK3, Os01g0832300; OsCPK4, Os02g0126400; OsCPK5, Os02g0685900; OsCPK6, Os02g0832000; OsCPK7, Os03g0128700; OsCPK8, Os03g0808600; OsCPK9, Os03g0688300; OsCPK10, Os03g0788500 ; OsCPK11, Os03g0789000; OsCPK12, Os04g0560600; OsCPK13, Os04g0584600; OsCPK14, Os05g0491900; OsCPK15, Os05g0585500; OsCPK16, Os05g0467000; OsCPK17, Os07g0161600; OsCPK18, Os07g0409900; OsCPK19, Os07g0515100; OsCPK20, Os07g0568600; OsCPK21, Os08g0540400; OsCPK22, Os09g0514200; OsCPK23, Os10g0539600; OsCPK24, Os11g0171500; OsCPK25, Os11g0136600; OsCPK26, Os12g0133500; OsCPK27, Os12g0486600; OsCPK28, Os12g0169800; OsCPK29, Os12g0230200; OsCPK30, Os07g0641200.

Acknowledgments

We would like to thank Hugo Cordeiro (ITQB-NOVA) and Luís Morgado (ITQB-NOVA) for the help in making the CDPK-OsPPIN online at PRPlants web-page.

References

Almadanin MC, Alexandre BM, Rosa MTG, Sapeta H, Leitão AE, Ramalho JC, Lam TKT, Negrão S, Abreu IA, Oliveira MM. 2017. Rice calcium-dependent protein kinase OsCPK17 targets plasma membrane intrinsic protein and sucrose-phosphate synthase and is required for a proper cold stress response. Plant Cell Environ 40: 1197–1213.
10.1111/pce.12916 | PubMed
Alves HLS, Matiolli CC, Soares RC, Almadanim MC, Oliveira MM, Abreu IA. 2021. Carbon/nitrogen metabolism and stress response networks - calcium-dependent protein kinases as the missing link? J Exp Bot 72: 4190-4201.
10.1093/jxb/erab136 | PubMed
Asano T, Hayashi N, Kobayashi M, Aoki N, Miyao A, Mitsuhara I, Ichikawa H, Komatsu S, Hirochika H, Kikuchi S, Ohsugi R. 2012. A rice calcium-dependent protein kinase OsCPK12 oppositely modulates salt-stress tolerance and blast disease resistance. Plant J 69: 26–36.
10.1111/j.1365-313X.2011.04766.x | PubMed
Asano T, Hakata M, Nakamura H, Aoki N, Komatsu S, Ichikawa H, Hirochika H, Ohsugi R. 2011. Functional characterisation of OsCPK21, a calcium-dependent protein kinase that confers salt tolerance in rice. Plant Mol Biol 75:179–191.
10.1007/s11103-010-9717-1 | PubMed
Asano T, Tanaka N, Yang G, Hayashi N, Komatsu S. 2005. Genome-wide identification of the rice calcium-dependent protein kinase and its closely related kinase gene families: Comprehensive analysis of the CDPKs gene family in Rice. Plant Cell Physiol 46: 356–366.
10.1093/pcp/pci035 | PubMed
Biswal, AK, McConnell, EW, Werth EG, Lo SF, Yu SM, Hicks LM, Jones AM. 2019. The Nucleotide-Dependent Interactome of Rice Heterotrimeric G-Protein α -Subunit. Proteomics 9: e180035.
10.1002/pmic.201800385 | PubMed
Bundó M, Coca M. 2017. Calcium-dependent protein kinase OsCPK10 mediates both drought tolerance and blast disease resistance in rice plants. J Exp Bot 68: 2963-2975.
10.1093/jxb/erx145 | PubMed
Bundó M, Coca, M. 2016. Enhancing blast disease resistance by overexpression of the calcium-dependent protein kinase OsCPK4 in Rice. Plant Biotechnol J. 14: 1357–1367.
10.1111/pbi.12500 | PubMed
Campo S, Baldrich P, Messeguer J, Lalanne E, Coca M, San Segundo B. 2014. Overexpression of a Calcium-Dependent Protein Kinase Confers Salt and Drought Tolerance in Rice by Preventing Membrane Lipid Peroxidation. Plant Physiol 165: 688-704.
10.1104/pp.113.230268 | PubMed
Dodd AN, Kudla J, Sanders, D. 2010. The language of calcium signaling. Annu Rev Plant Biol 61: 593-620.
10.1146/annurev-arplant-070109-104628 | PubMed
Harmon AC, Gribskov M, Harper, JF. 2000. CDPKs - A kinase for every Ca 2+ signal? Trends Plant Sci 5: 154–159.
10.1016/S1360-1385(00)01577-6 | PubMed
Harmon AC, Putnam-Evans C, Cormier MJ. 1987. A calcium-dependent but calmodulin-independent protein kinase from soybean. Plant Physiol 83: 830-7.
10.1104/pp.83.4.830 | PubMed
Kawahara Y, de la Bastide M, Hamilton JP, Kanamori H, McCombie WR, Ouyang S, Schwartz DC, Tanaka T, Wu J, Zhou S, Childs KL, Davidson RM, Lin H, Quesada-Ocampo L, Vaillancourt B, Sakai H, Lee SS, Kim J, Numa H, Itoh T, Buell CR, Matsumoto T. 2013. Improvement of the Oryza sativa Nipponbare reference genome using next generation sequence and optical map data. Rice (N Y) 6: 4.
10.1186/1939-8433-6-4 | PubMed
Pratt D, Chen J, Welker D, Rivas R, Pillich R, Rynkov V, Ono K, Miello C, Hicks L, Szalma S, Stojmirovic A, Dobrin R, Braxenthaler M, Kuentzer J, Demchak B, Ideker T. 2015. NDEx, the Network Data Exchange. Cell Syst 1: 302-305.
10.1016/j.cels.2015.10.001 | PubMed
Roberts, D M. 1993. Protein kinases with calmodulin-like domains: novel targets of calcium signals in plants. Curr Opin Cell Biol. 5: 242-6.
10.1016/0955-0674(93)90110-C | PubMed
Saijo Y, Hata S, Kyozuka J, Shimamoto K, Izui K. 2000. Over-expression of a single Ca2+-dependent protein kinase confers both cold and salt/drought tolerance on rice plants. Plant J. 23: 319–327.
10.1046/j.1365-313X.2000.00787.x | PubMed
Sakai H, Lee SS, Tanaka T, Numa H, Kim J, Kawahara Y, Wakimoto H, Yang CC, Iwamoto M, Abe T, Yamada Y, Muto A, Inokuchi H, Ikemura T, Matsumoto T, Sasaki T, Itoh T. 2013. Rice Annotation Project Database (RAP-DB): an integrative and interactive database for rice genomics. Plant Cell Physiol 54: e6.
10.1093/pcp/pcs183 | PubMed
Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, Amin N, Schwikowski B, Ideker T. 2003. Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res 13: 2498-504.
10.1101/gr.1239303 | PubMed
Stark C, Breitkreutz BJ, Reguly T, Boucher L, Breitkreutz A, Tyers M. 2006. BioGRID: a general repository for interaction datasets. Nucleic Acids Res 34: D535-9.
10.1093/nar/gkj109 | PubMed
Valmonte GR, Arthur K, Higgins CM, Macdiarmid RM. 2014. Calcium-dependent protein kinases in plants: Evolution, expression and function. Plant Cell Physiol 55: 551–569.
10.1093/pcp/pct200 | PubMed
Wang CW, Chen WC, Lin LJ, Lee CT, Tseng TH, Leu, WM. 2011. OIP30, a RuvB-Like DNA helicase 2, is a potential substrate for the pollen-predominant OsCPK25/26 in Rice. Plant Cell Physiol 52: 1641–1656.
10.1093/pcp/pcr094 | PubMed
Wang J, Wang S, Hu K, Yang J, Xin X, Zhou W, Fan J, Cui F, Mou B, Zhang S, Wang G, Sun W. 2018. The Kinase OsCPK4 Regulates a Buffering Mechanism That Fine-Tunes Innate Immunity. Plant Physiol 176: 1835-1849.
10.1104/pp.17.01024 | PubMed
Xie K, Chen J, Wang Q, Yang Y. 2014. Direct phosphorylation and activation of a mitogen-activated protein kinase by a calcium-dependent protein kinase in rice. Plant Cell 26: 3077-89.
10.1105/tpc.114.126441 | PubMed
Zhang L, Lu, YT. 2003. Calmodulin-binding protein kinases in plants. Trends Plant Sci 8: 123–127.
10.1016/S1360-1385(03)00013-X | PubMed
Zhang XS, Choi, JH. 2001. Molecular evolution of calmodulin-like domain protein kinases (CDPKs) in plants and protists. J Mol Evol 53: 214–224.
10.1007/s002390010211 | PubMed

Funding

We acknowledge the Portuguese Fundação para a Ciência e a Tecnologia (FCT) for a fellowship for JM (PD/BD/06917/2020) and for a contract for CCM (PTDC/BIA-FBT/31211/2017). Our work was supported by PTDC/BIA-FBT/31211/2017 and by the FCT research fund GREEN-it ‘Bioresources4sustainability’ (UIDB/04551/2020). The funding sources had no involvement in analyses, interpretation of data, writing, or in the decision to submit this paper.

Author Contributions

Joana Marques: Conceptualization, Data curation, Formal analysis, Writing - original draft, Writing - review and editing
Cleverson C. Matiolli: Conceptualization, Formal analysis, Writing - review and editing, Supervision
Isabel A. Abreu: Conceptualization, Formal analysis, Supervision, Writing - review and editing, Funding acquisition.

Reviewed By

Anonymous

History

Received: November 25, 2021
Revision received: December 28, 2021
Accepted: January 12, 2022
Published: January 26, 2022

Copyright

© 2022 by the authors. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0) License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Citation

Marques, J; Matiolli, CC; Abreu, IA (2022). Visualization of a curated Oryza sativa L. CDPKs Protein-Protein Interaction Network (CDPK-OsPPIN). microPublication Biology. 10.17912/micropub.biology.000513.
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