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1.
Nat Commun ; 13(1): 3975, 2022 07 08.
Article in English | MEDLINE | ID: mdl-35803948

ABSTRACT

Cross-linking mass spectrometry has matured to a frequently used tool for the investigation of protein structures as well as interactome studies up to a system-wide level. The growing community generated a broad spectrum of applications, linker types, acquisition strategies and specialized data analysis tools, which makes it challenging to decide for an appropriate analysis workflow. Here, we report a large and flexible synthetic peptide library as reliable instrument to benchmark crosslink workflows. Additionally, we provide a tool, IMP-X-FDR, that calculates the real, experimentally validated, FDR, compares results across search engine platforms and analyses crosslink properties in an automated manner. We apply the library with 6 commonly used linker reagents and analyse the data with 6 established search engines. We thereby show that the correct algorithm and search setting choice is highly important to improve identification rate and reliability. We reach identification rates of up to ~70 % of the theoretical maximum (i.e. 700 unique lysine-lysine cross-links) while maintaining a real false-discovery-rate of <3 % at cross-link level with high reproducibility, representatively showing that our test system delivers valuable and statistically solid results.


Subject(s)
Benchmarking , Ribosomal Proteins , Cross-Linking Reagents/chemistry , Lysine , Mass Spectrometry , Reproducibility of Results , Workflow
2.
Elife ; 102021 08 23.
Article in English | MEDLINE | ID: mdl-34424198

ABSTRACT

Eukaryotic cells deploy autophagy to eliminate invading microbes. In turn, pathogens have evolved effector proteins to counteract antimicrobial autophagy. How adapted pathogens co-opt autophagy for their own benefit is poorly understood. The Irish famine pathogen Phytophthora infestans secretes the effector protein PexRD54 that selectively activates an unknown plant autophagy pathway that antagonizes antimicrobial autophagy at the pathogen interface. Here, we show that PexRD54 induces autophagosome formation by bridging vesicles decorated by the small GTPase Rab8a with autophagic compartments labeled by the core autophagy protein ATG8CL. Rab8a is required for pathogen-triggered and starvation-induced but not antimicrobial autophagy, revealing specific trafficking pathways underpin selective autophagy. By subverting Rab8a-mediated vesicle trafficking, PexRD54 utilizes lipid droplets to facilitate biogenesis of autophagosomes diverted to pathogen feeding sites. Altogether, we show that PexRD54 mimics starvation-induced autophagy to subvert endomembrane trafficking at the host-pathogen interface, revealing how effectors bridge distinct host compartments to expedite colonization.


With its long filaments reaching deep inside its prey, the tiny fungi-like organism known as Phytophthora infestans has had a disproportionate impact on human history. Latching onto plants and feeding on their cells, it has caused large-scale starvation events such as the Irish or Highland potato famines. Many specialized proteins allow the parasite to accomplish its feat. For instance, PexRD54 helps P. infestans hijack a cellular process known as autophagy. Healthy cells use this 'self-eating' mechanism to break down invaders or to recycle their components, for example when they require specific nutrients. The process is set in motion by various pathways of molecular events that result in specific sac-like 'vesicles' filled with cargo being transported to specialized compartments for recycling. PexRD54 can take over this mechanism by activating one of the plant autophagy pathways, directing cells to form autophagic vesicles that Phytophthora could then possibly use to feed on or to destroy antimicrobial components. How or why this is the case remains poorly understood. To examine these questions, Pandey, Leary et al. used a combination of genetic and microscopy techniques and tracked how PexRD54 alters autophagy as P. infestans infects a tobacco-related plant. The results show that PexRD54 works by bridging two proteins: one is present on cellular vesicles filled with cargo, and the other on autophagic structures surrounding the parasite. This allows PexRD54 to direct the vesicles to the feeding sites of P. infestans so the parasite can potentially divert nutrients. Pandey, Leary et al. then went on to develop a molecule called the AIM peptide, which could block autophagy by mimicking part of PexRD54. These results help to better grasp how a key disease affects crops, potentially leading to new ways to protect plants without the use of pesticides. They also shed light on autophagy: ultimately, a deeper understanding of this fundamental biological process could allow the development of plants which can adapt to changing environments.


Subject(s)
Fungal Proteins/genetics , Host-Pathogen Interactions , Phytophthora infestans/physiology , Plant Proteins/genetics , Solanum tuberosum/genetics , Autophagy , Fungal Proteins/metabolism , Plant Diseases/microbiology , Plant Proteins/metabolism , Solanum tuberosum/metabolism , Solanum tuberosum/microbiology
3.
Cell Host Microbe ; 29(4): 620-634.e9, 2021 04 14.
Article in English | MEDLINE | ID: mdl-33713601

ABSTRACT

Immune systems respond to "non-self" molecules termed microbe-associated molecular patterns (MAMPs). Microbial genes encoding MAMPs have adaptive functions and are thus evolutionarily conserved. In the presence of a host, these genes are maladaptive and drive antagonistic pleiotropy (AP) because they promote microbe elimination by activating immune responses. The role AP plays in balancing the functionality of MAMP-coding genes against their immunogenicity is unknown. To address this, we focused on an epitope of flagellin that triggers antibacterial immunity in plants. Flagellin is conserved because it enables motility. Here, we decode the immunogenic and motility profiles of this flagellin epitope and determine the spectrum of amino acid mutations that drives AP. We discover two synthetic mutational tracks that undermine the detection activities of a plant flagellin receptor. These tracks generate epitopes with either antagonist or weaker agonist activities. Finally, we find signatures of these tracks layered atop each other in natural Pseudomonads.


Subject(s)
Arabidopsis Proteins , Arabidopsis , Arabidopsis/immunology , Epitopes/genetics , Flagellin/genetics , Immunity , Plant Diseases
4.
Cell Host Microbe ; 29(4): 635-649.e9, 2021 04 14.
Article in English | MEDLINE | ID: mdl-33713602

ABSTRACT

Immune systems restrict microbial pathogens by identifying "non-self" molecules called microbe-associated molecular patterns (MAMPs). It is unclear how immune responses are tuned to or by MAMP diversity present in commensal microbiota. We systematically studied the variability of commensal peptide derivatives of flagellin (flg22), a MAMP detected by plants. We define substantial functional diversity. Most flg22 peptides evade recognition, while others contribute to evasion by manipulating immunity through antagonism and signal modulation. We establish a paradigm of signal integration, wherein the sequential signaling outputs of the flagellin receptor are separable and allow for reprogramming by commensal-derived flg22 epitope variants. Plant-associated communities are enriched for immune evading flg22 epitopes, but upon physiological stress that represses the immune system, immune-activating flg22 epitopes become enriched. The existence of immune-manipulating epitopes suggests that they evolved to either communicate or utilize the immune system for host colonization and thus can influence commensal microbiota community composition.


Subject(s)
Epitopes/immunology , Flagellin/immunology , Host Microbial Interactions/immunology , Plant Immunity , Bacteria/genetics , Immunity , Microbiota , Peptides , Ralstonia , Symbiosis
5.
Nature ; 561(7722): E8, 2018 09.
Article in English | MEDLINE | ID: mdl-29973716

ABSTRACT

In this Letter, an incorrect version of the Supplementary Information file was inadvertently used, which contained several errors. The details of references 59-65 were missing from the end of the Supplementary Discussion section on page 4. In addition, the section 'Text 3. Y2H on ICD interactions' incorrectly referred to 'Extended Data Fig. 4d' instead of 'Extended Data Fig. 3d' on page 3. Finally, the section 'Text 4. Interaction network analysis' incorrectly referred to 'Fig. 1b and Extended Data Fig. 6' instead of 'Fig. 2b and Extended Data Fig. 7' on page 3. These errors have all been corrected in the Supplementary Information.

6.
Nature ; 553(7688): 342-346, 2018 01 18.
Article in English | MEDLINE | ID: mdl-29320478

ABSTRACT

The cells of multicellular organisms receive extracellular signals using surface receptors. The extracellular domains (ECDs) of cell surface receptors function as interaction platforms, and as regulatory modules of receptor activation. Understanding how interactions between ECDs produce signal-competent receptor complexes is challenging because of their low biochemical tractability. In plants, the discovery of ECD interactions is complicated by the massive expansion of receptor families, which creates tremendous potential for changeover in receptor interactions. The largest of these families in Arabidopsis thaliana consists of 225 evolutionarily related leucine-rich repeat receptor kinases (LRR-RKs), which function in the sensing of microorganisms, cell expansion, stomata development and stem-cell maintenance. Although the principles that govern LRR-RK signalling activation are emerging, the systems-level organization of this family of proteins is unknown. Here, to address this, we investigated 40,000 potential ECD interactions using a sensitized high-throughput interaction assay, and produced an LRR-based cell surface interaction network (CSILRR) that consists of 567 interactions. To demonstrate the power of CSILRR for detecting biologically relevant interactions, we predicted and validated the functions of uncharacterized LRR-RKs in plant growth and immunity. In addition, we show that CSILRR operates as a unified regulatory network in which the LRR-RKs most crucial for its overall structure are required to prevent the aberrant signalling of receptors that are several network-steps away. Thus, plants have evolved LRR-RK networks to process extracellular signals into carefully balanced responses.


Subject(s)
Arabidopsis Proteins/chemistry , Arabidopsis Proteins/metabolism , Arabidopsis/enzymology , Leucine/metabolism , Protein Kinases/chemistry , Protein Kinases/metabolism , Arabidopsis/cytology , Arabidopsis/immunology , Arabidopsis/microbiology , Protein Binding , Protein Domains , Protein Serine-Threonine Kinases/chemistry , Protein Serine-Threonine Kinases/metabolism , Receptors, Cell Surface/chemistry , Receptors, Cell Surface/metabolism , Reproducibility of Results , Signal Transduction
7.
Science ; 355(6322): 280-284, 2017 01 20.
Article in English | MEDLINE | ID: mdl-28104888

ABSTRACT

The root endodermis forms its extracellular diffusion barrier by developing ringlike impregnations called Casparian strips. A factor responsible for their establishment is the SCHENGEN3/GASSHO1 (SGN3/GSO1) receptor-like kinase. Its loss of function causes discontinuous Casparian strips. SGN3 also mediates endodermal overlignification of other Casparian strip mutants. Yet, without ligand, SGN3 function remained elusive. Here we report that schengen2 (sgn2) is defective in an enzyme sulfating peptide ligands. On the basis of this observation, we identified two stele-expressed peptides (CASPARIAN STRIP INTEGRITY FACTORS, CIF1/2) that complement sgn2 at nanomolar concentrations and induce Casparian strip mislocalization as well as overlignification-all of which depend on SGN3. Direct peptide binding to recombinant SGN3 identifies these peptides as SGN3 ligands. We speculate that CIF1/2-SGN3 is part of a barrier surveillance system, evolved to guarantee effective sealing of the supracellular Casparian strip network.


Subject(s)
Arabidopsis Proteins/metabolism , Arabidopsis/metabolism , Plant Roots/metabolism , Protein Kinases/metabolism , Sulfotransferases/metabolism , Arabidopsis/genetics , Arabidopsis Proteins/genetics , Diffusion , Ligands , Peptides/metabolism , Plant Roots/genetics , Protein Binding , Protein Kinases/genetics , Sulfotransferases/genetics
8.
Anal Chem ; 81(24): 10254-61, 2009 Dec 15.
Article in English | MEDLINE | ID: mdl-19924867

ABSTRACT

Determination of protein complex stoichiometry can be achieved by absolute quantification of the interacting constituents based on isotope dilution mass spectrometry. Current available platforms for the generation of standard peptides are cost-intensive and deliver variable results concerning the equimolarity of the standard peptides. Here we describe a novel and cost-efficient method to generate an equimolar mixture of standard peptides, which we call the equimolarity through equalizer peptide (EtEP) strategy. The rationale of the strategy allows equalization of internal standard peptides and absolute quantification of any protein of interest via a single peptide, from which the exact amount was determined by amino acid analysis. This and the use of the mTRAQ reagent significantly decrease the costs of absolute quantification and stoichiometry determination. We used the EtEP strategy to determine the MP1-p14 complex stoichiometry of two different concentrations, one simulating a condition following tandem affinity purification. Absolute quantification of MP1-p14 was performed on two different mass spectrometers, and the 1:1 stoichiometry was confirmed with high accuracy and precision. On the basis of the quantification of MP1-p14, we demonstrate the importance to assess completeness of protein digestion and discuss the use of peptides containing labile amino acids and the choice of instrumentation.


Subject(s)
Peptides/analysis , Proteins/analysis , Tandem Mass Spectrometry/economics , Tandem Mass Spectrometry/methods , Amino Acids/analysis , Chromatography, High Pressure Liquid , Peptides/chemical synthesis , Protein Conformation , Recombinant Proteins/analysis , Sequence Analysis, Protein , Tandem Mass Spectrometry/instrumentation
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