- Research article
- Open Access
A two disulfide bridge Kazal domain from Phytophthora exhibits stable inhibitory activity against serine proteases of the subtilisin family
© Tian and Kamoun; licensee BioMed Central Ltd. 2005
Received: 08 April 2005
Accepted: 23 August 2005
Published: 23 August 2005
Kazal-like serine protease inhibitors are defined by a conserved sequence motif. A typical Kazal domain contains six cysteine residues leading to three disulfide bonds with a 1–5/2–4/3–6 pattern. Most Kazal domains described so far belong to this class. However, a novel class of Kazal domains with two disulfide bridges resulting from the absence of the third and sixth cysteines have been found in biologically important molecules, such as human LEKTI, a 15-domain inhibitor associated with the severe congenital disease Netherton syndrome. These domains are referred to as atypical Kazal domains. Previously, EPI1, a Kazal-like protease inhibitor from the oomycete plant pathogen Phytophthora infestans, was shown to be a tight-binding inhibitor of subtilisin A. EPI1 also inhibits and interacts with the pathogenesis-related P69B subtilase of the host plant tomato, suggesting a role in virulence. EPI1 is composed of two Kazal domains, the four-cysteine atypical domain EPI1a and the typical domain EPI1b.
In this study, we predicted the inhibition constants of EPI1a and EPI1b to subtilisin A using the additivity-based sequence to reactivity algorithm (Laskowski algorithm). The atypical domain EPI1a, but not the typical domain EPI1b, was predicted to have strong inhibitory activity against subtilisin A. Inhibition assays and coimmunoprecipitation experiments showed that recombinant domain EPI1a exhibited stable inhibitory activity against subilisin A and was solely responsible for inhibition and interaction with tomato P69B subtilase.
The finding that the two disulfide bridge atypical Kazal domain EPI1a is a stable inhibitor indicates that the missing two cysteines and their corresponding disulfide bond are not essential for inhibitor reactivity and stability. This report also suggests that the Laskowski algorithm originally developed and validated with typical Kazal domains might operate accurately for atypical Kazal domains.
Proteases play essential roles in biological systems, not only digestion and protein turnover but also a diversity of specific processes . To regulate the activity of proteases and avoid cellular damage, organisms also produce protease inhibitors . So far, 48 distinct families of protease inhibitors have been described, one of which is the Kazal family of serine protease inhibitors (I1 family) . Kazal type inhibitors are widely distributed in animals, apicomplexans and oomycetes. They are thought to play important roles in maintenance of normal cellular and physiological processes of animals [2, 3], and pathogenesis of mammalian parasitic apicomplexans and plant pathogenic oomycetes [4–7]. Kazal-like serine protease inhibitors are defined by a conserved motif in their amino acid sequences. Typical Kazal domains contain six cysteine residues forming a 1–5/2–4/3–6 disulfide bond pattern [3, 8]. Most Kazal domains described so far belong to this class. However, a novel class of Kazal domains has been described in recent years, in which the third and sixth cysteines are missing resulting in the loss of the 3–6 disulfide bond [3, 7, 9]. These two disulfide bridge domains are referred to here as atypical Kazal domains.
Atypical Kazal domains were first reported in the human serine proteinase inhibitor LEKTI, a 15-domain inhibitor associated with the severe congenital disease Netherton syndrome [2, 9]. Domain 2 and 15 of LEKTI are typical Kazal domains with complete 6 cysteine residues, whereas the remaining 13 domains represent atypical two disulfide bridge Kazal domains [3, 9, 10]. The functionality of some atypical Kazal domains from LEKTI has been examined. Domain 1 of LEKTI does not inhibit any of the standard proteases . Domain 6 exhibits significant inhibitory activity on trypsin, but this inhibition is only temporary [3, 9, 11]. A recombinant protein containing four atypical domains of LEKTI (domain 6, 7, 8 and 9) inhibits both trypsin and subtilisin A permanently , indicating that atypical Kazal domains can be effective inhibitors. However, it is unclear whether a single atypical domain can be a stable inhibitor. Multi-domain interactions could be responsible for the stable inhibitory activity observed for the recombinant protein . Additional structural and functional studies on atypical Kazal domains are needed to understand the impact of the disulfide bridges on inhibitor activity and stability.
As a result of exhaustive biochemical studies of the third domain of turkey ovomucoid protein performed by the late Michael Laskowski Jr. and collaborators, much is known about the relationship between domain sequence and inhibition specificity in Kazal inhibitor-serine protease interactions. This work culminated in the development of an additivity-based sequence to reactivity algorithm, referred to from here on as the Laskowski algorithm, that predicts the inhibition constants (Ki) between Kazal domains and a set of six serine proteases based solely on the sequence of the inhibitors [12, 13]. Structural studies of Kazal domain-protease complexes revealed that there are 12 contact positions (P6, P5, P4, P3, P2, P1, P1', P2', P3', P14', P15' and P18') responsible for interactions between Kazal domains and their cognate serine proteases [12, 14–16]. Changes in noncontact residues often do not affect equilibrium constants (Ka, the reciprocal of Ki), whereas changes in contact residues result in significant alterations of Ka . Among the 12 contact residues, P3, the second conserved cysteine residue, and P15', a conserved asparagine, show little variation in naturally occurring Kazal domains, but the remaining ten contact residues are hypervariable . Therefore, the Laskowski algorithm was established based on the residues at the 10 contact positions and allows for the calculation of Ka or Ki of a Kazal domain against a selected set of six serine proteases based on the domain sequence alone [12, 13, 17]. This algorithm was developed based on 191 variants of turkey ovomucoid third domain (19 amino acid mutants in the ten contact residues plus the wild type) and was validated with a number of typical Kazal domains [12, 13, 17]. Theoretically, the algorithm should be applicable to atypical Kazal domains since the missing cysteine residues are different from the hypervariable contact residues. However, the accuracy of the algorithm in predicting the reactivity of atypical Kazal domains has not been tested (M. Laskowski, Jr., pers. comm.).
Kazal-like inhibitors are ubiquitous in oomycetes , a group of eukaryotic microbes that includes many devastating plant pathogens . A total of 35 putative extracellular proteins with 56 predicted Kazal-like domains were identified from five plant pathogenic oomycete species . Among them, the Phytophthora infestans Kazal inhibitors EPI1 and EPI10 inhibit and interact with the pathogenesis-related P69B subtilisin-like serine protease of the host plant tomato, suggesting a role in virulence [7, 19]. Both EPI1 and EPI10 contain an atypical Kazal domain [7, 19]. Atypical domains are common in Kazal-like inhibitors of plant pathogenic oomycetes. One-fourth (14/56) of oomycete Kazal domains belong to this type . These domains are distributed in 14 different proteins from three Phytophthora species, P. infestans, P. ramorum and P. sojae, some of which have multiple domains. Remarkably, phylogenetic analysis of the 56 domains revealed that all the atypical domains form a significantly distinct cluster (M. Tian, Z. Liu and S. Kamoun, manuscript in preparation), suggesting that the loss of one disulfide bridge in Phytophthora Kazal-like domains predates speciation. Characterizing the atypical Kazal domains would help to understand the biochemical and biological functions of these inhibitors.
P. infestans EPI1 is an ideal candidate to characterize atypical Kazal domains. EPI1 was identified as a tight-binding inhibitor of subtilisin A and inhibits and interacts with P69B subtilisin-like serine protease . EPI1 is composed of two putative Kazal domains, atypical domain EPI1a and typical domain EPI1b . The predicted 12 contact residues of both domains follow the Kazal consensus, with P3 and P15' conserved cysteines and asparagines, respectively, and the remaining 10 contact residues variable relative to other Kazal domains. In this study, we predicted the inhibition constants of EPI1a and EPI1b to subtilisin A using the Laskowski algorithm . The atypical domain EPI1a, but not the typical domain EPI1b, was predicted to be a strong inhibitor of subtilisin A. A recombinant EPI1a exhibited stable inhibitory activity against subilisin A and appeared solely responsible for inhibition and interaction with tomato P69B subtilase, providing evidence that the missing two cysteine residues and the corresponding disulfide bond might not be essential for inhibitor reactivity and stability. This report also suggests that the additivity-based sequence to reactivity algorithm (Laskowski algorithm) originally developed and validated with typical Kazal domains might operate accurately for atypical domains.
The atypical Kazal domain of EPI1 is predicted to be a functional inhibitor of subtilisin A
Expression and purification of the two Kazal domains of EPI1
The atypical Kazal domain EPI1a inhibits the serine protease subtilisin A
EPI1a inhibits the tomato pathogenesis-related P69B subtilase
EPI1a interacts with tomato P69
EPI1a exhibits stable inhibitory activity
Atypical Kazal domains with two disulfide bridges occur in biologically important molecules. The 15-domain human serine protease inhibitor LEKTI that carries 13 atypical Kazal domains is associated with the severe congenital disorder Netherton syndrome . The protease inhibitors EPI1 and EPI10 of P. infestans contain an atypical Kazal domain and have been implicated in virulence of this devastating plant pathogen [7, 19]. Although the structure and function of atypical Kazal domains from LEKTI have been studied, the effects of the loss of Cys 3, Cys 6 and the corresponding disulfide bond on inhibitor reactivity and stability was not assessed and there is no evidence showing that a single atypical Kazal domain can be a stable inhibitor by itself [3, 10, 11]. In this study, we describe that the atypical domain EPI1a of the two-domain EPI1 protein is a stable inhibitor of the subtilisin family of serine proteases. No loss of inhibitory activity was found even after incubating EPI1a with subtilisin A for 3 hours. The loss of Cys 3, Cys 6 and the corresponding disulfide bond does not have major adverse effects on inhibitory activity or stability, indicating that these two cysteine residues might not be essential for the function of Kazal domains. This finding is important for determining the biochemical and biological functions of Kazal inhibitors containing atypical Kazal domain(s). Kazal-like proteins have been reported from animals, apicomplexans, oomycetes, as well as the bacterium Nitrosomonas europaea . The availability of genomic sequence from a diversity of organisms is likely to reveal an increasing number of atypical Kazal inhibitors. For example, so far, a total of 14 atypical Kazal domains have been identified in plant pathogenic oomycetes .
The structural mechanism underlying the stability of EPI1a is not clear. The three-dimensional structure of the atypical domain 6 (LD6) of LEKTI was determined. The overall structure of LD6 resembles the three-dimensional fold of typical Kazal-type inhibitors, but the backbone geometry of its canonical loop is not well defined, providing a possible explanation for its temporary inhibitory activity . There are 13 residues between the first cysteine residue (Cys 1) and the second one (Cys 2) in LD6, instead of 6–9 in most typical Kazal domains . The lack of one disulfide bond and the longer sequence stretch between the first two cysteines were proposed to be the factors responsible for the instability of LD6 . Indeed, the longer sequence stretch between the first two cysteines could explain the difference between EPI1a and LD6. There are only 3 residues between Cys 1 and Cys 2 in EPI1a, which is shorter than in most Kazal domains. The longer sequence stretch of LD6 might lead to the abnormal canonical loop and the non-permanent inhibitory activity. Future work to determine the three-dimensional structure of EPI1a and compare it with LD6 of LEKTI and other Kazal domains should help to unravel the structural mechanism underlying the functionality of atypical Kazal domains.
The Laskowski algorithm was developed and validated based on typical Kazal domains [12, 13]. The algorithm exploits an exhaustive analysis of all amino acid variants in the ten hypervariable contact residues of turkey ovomucoid third domain, a typical Kazal domain. The accuracy of the algorithm in predicting the reactivity of atypical Kazal domains has not been evaluated (M. Laskowski Jr., pers. comm.). Here we found that the algorithm correctly predicted which of the two EPI domains is likely to inhibit subtilisins. Our experimental data showed that the atypical Kazal domain EPI1a inhibited subtilisin A, and inhibited and interacted with P69 subtilase similar to the entire EPI1 protein . Also, using the algorithm, the atypical Kazal domain EPI1a was predicted to be a strong inhibitor of subtilisin A with a predicted Ki of 4.3 nM, which was in very good agreement with the experimentally determined Ki of 2.77 +/- 1.07nM . As expected from the predicted Ki of 50 mM, the typical EPI1b domain was not an effective inhibitor of subtilisin A. In summary, it appears that the Laskowski algorithm operates accurately for atypical Kazal domains such as EPI1a. Perhaps, this is expected since the Cys 3 and Cys 6 residues of typical Kazal domains are not contact positions. Nonetheless, our observations and the concordance between predicted and experimental data suggest that gross structural changes that could result from the loss of one disulfide bridge in atypical Kazal domains may not affect the specificity of the interactions between Kazal domains and their cognate serine proteases.
Atypical Kazal domains are ubiquitous in serine protease inhibitors of plant pathogenic oomycetes. Fourteen of a total of 56 Kazal-like domains identified in five plant pathogenic oomycetes have only four cysteines. Two of these Kazal-like inhibitors EPI1 and EPI10 of P. infestans target the defense-related protease P69B of the host plant tomato. The first atypical Kazal domain of EPI1 appears to be solely functional in inhibiting and interacting with P69B. In the three-domain EPI10, the second domain is also an atypical domain that was predicted to be functional against subtilisin based on the Laskowski algorithm . These findings raise some interesting questions. What are the biochemical and biological implications of the loss of the disulfide bridge? Are there any evolutionary advantages of the two-disulfide bridge Kazal domain over the three-disulfide bridge domain in counteracting and co-evolving with host proteases? Additional functional and structural studies are needed to address these questions.
In this study, the functionality of a two disulfide bridge atypical Kazal domain EPI1a from Phytophthora was characterized. EPI1a was predicted to be a strong inhibitor of subtilisin A using the additivity-based sequence to reactivity algorithm (Laskowski algorithm). Inhibition assays and coimmunoprecipitation experiments showed that recombinant domain EPI1a exhibited stable inhibitory activity against subilisin A and was solely responsible for inhibition and interaction with tomato P69B subtilase, providing evidence that the missing two cysteines and their corresponding disulfide bond are not essential for inhibitor reactivity and stability. This report also suggests that the Laskowski algorithm originally developed and validated with typical Kazal domains might operate accurately for atypical Kazal domains.
Prediction of inhibition constants
The putative ten hypervariable contact residues of EPI1a and EPI1b were identified based on similarity to canonical animal Kazal domains [14–16] and are shown in Fig. 1. Predicted inhibition constants for the EPI1 domains against subtilisin A (Carlsberg) were generated by Drs. M. A. Qasim and M. Laskowski Jr., Purdue University, with the additivity-based sequence to reactivity algorithm (Laskowski algorithm) described by Lu et al. .
Plant growth and BTH treatment
Tomato (Lycopersicon esculentum) cultivar Ohio 7814 and N. benthamiana plants were grown in pots at 25°C, 60% humidity, under 16 hour-light/8 hour-dark cycle. We used the salicylic acid analog benzo-(1,2,3)-thiadiazole-7-carbothioic acid S-methyl ester (BTH) to induce PR proteins. BTH treatment of tomato plants followed the exact same procedure described previously .
Bacterial strains and plasmids
E. coli XL1-Blue and A. tumefaciens GV3101 were used in this study and were routinely grown in Luria-Bertani (LB) media  at 37°C and 28°C, respectively. Plasmids pFLAG-EPI1a and pFLAG-EPI1b for protein expression were constructed by cloning the PCR amplified DNA fragments corresponding to the coding sequence of Kazal domains EPI1a and EPI1b together with some flanking sequence into Eco RI and Kpn I sites of pFLAG-ATS (Sigma, St. Louis, MO), a vector that allows secreted expression in E. coli. The primers used for amplification of epi1a are epi1a-F1(5'-gcggaattc TCAAAGCCCGCAAGTCATCAG-3') and epi1a-R1(5'-gcgggtacc TTACTTGCTGGGAGGCTGCTCGCCAG-3'). The primers used for amplification of epi1b are epi1b-F1(5'-gcggaattc CACCGGTAGCTCCACTGGCGAGCAGC-3') and epi1b-R1(5'-gcgggtacc TTATCCCTCCTGCGGTGTC-3'). The introduced Eco RI and Kpn I restriction sites for cloning are underlined. The letters in upper case represent gene specific sequence. The detailed sequence information for the expressed fusion proteins FLAG-EPI1a (rEPI1a) and FLAG-EPI1b (rEPI1b) is shown in Fig. 2A. Plasmid pCB-P69B is a construct with the open reading frame of the P69B gene [GenBank: Y17276] fused with the HA tag (YPYDVPDYA) at the C-terminus cloned into the binary vector pCB302-3  and was described elsewhere .
SDS-PAGE and Western blot analyses
Proteins were subjected to 15% sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) as previously described . Following electrophoresis, gels were stained with silver nitrate following the method of Merril et al.  or with Coomassie Brilliant Blue , or the proteins were transferred to supported nitrocellulose membranes (BioRad Laboratories, Hercules, CA) using a Mini Trans-Blot apparatus (BioRad Laboratories, Hercules, CA). Detection of antigen-antibody complexes was carried out with a Western blot alkaline phosphatase kit (BioRad Laboratories, Hercules, CA). Antisera to P69 subtilases were raised against a peptide specific for the tomato P69 family . Monoclonal anti-FLAG M2 antibody was purchased from Sigma (St. Louis, MO).
Expression and purification of rEPI1a and rEPI1b
Expression and purification of rEPI1a and rEPI1b was conducted as described previously for other pFLAG-ATS derived constructs [7, 25]. Protein concentrations were determined using the BioRad protein assay (BioRad Laboratories, Hercules, CA). To determine the purity, 0.5 μg of the purified protein was run on a SDS-PAGE gel followed by staining with silver nitrate.
Transient expression of P69B subtilase in planta
Transient expression of P69B-HA in planta was performed according to the agroinfiltration method described previously . A. tumefaciens strains carrying plasmids pCB-P69B, empty vector pCB302-3 , and pCB301-P19 (J. Win and S. Kamoun, unpublished) were used. pCB301-P19 is a construct expressing the P19 protein of tomato bushy stunt virus (TBSV), a suppressor of post-transcriptional gene silencing in N. benthamiana that significantly enhances in planta transient expression . Overnight agrobacteria cultures were harvested by centrifugation at 2000 g for 20 min, and resuspended in 10 mM MgCl2, 10 mM MES (pH 5.6) and 150 μM acetosyringone. Resuspended agrobacteria cultures of pCB-P69B or pCB302-3 with an optical density (OD600) of 1.0 were mixed with equal volumes of a culture of pCB301-P19 with an optical density (OD600) of 2.0. The mixtures were kept at room temperature for 3 hours and then infiltrated into leaves of 6-week-old N. benthamiana plants. Intercellular fluids from infiltrated leaves were isolated 5 days after infiltration.
Isolation of intercellular fluids
Intercellular fluids were prepared from tomato and N. bethamiana leaves according to the method of de Wit and Spikman . For tomato leaves, a 0.24 M sorbitol solution was used as extraction buffer. For leaves from N. benthamiana, a solution of 300 mM NaCl, 50 mM NaPO4 pH 7  was used as extraction buffer. The intercellular fluids were filter sterilized (0.45 μM), and were used immediately or stored at -20°C.
In-gel protease assays
In-gel protease assays were performed with 10% SDS-polyacrylamide gel containing 0.1% (w/v) gelatin (BioRad Laboratories, Hercules, CA) using BIO-RAD's zymogram buffer system as described earlier .
Inhibition assays of subtilisin A by EPI1 Kazal domains
Inhibition assays of subtilisin A by EPI1 Kazal domains were performed using colorimetric QuantiCleave™ Protease Assay Kit (Pierce, Rockford, IL). 0.2 μM of subtilisin A (Carlsberg) (Sigma, St. Luis, MO) was preincubated with different amount of purified EPI1 Kazal domains, in a volume of 50 μl buffer for 30 min at 25°C, and then the remaining protease activity was measured following the procedures as described previously . Analysis of the stable inhibitory activity of rEPI1a against subtilisin A was performed by incubating 0.2 μM of subtilisin A with 0.15 μM of rEPI1a in 50 μl buffer (50 mM Tris, pH 8.0) for a time period of 0–180 min at 25°C and then measuring residue enzyme activity.
Coimmunoprecipitation of Kazal domains rEPI1a and rEPI1b with BTH-treated tomato intercellular fluids was performed using the FLAG-tagged protein immunoprecipitation kit (Sigma, St. Luis, MO) as described previously . 100 pmol of purified rEPI1a or rEPI1b were preincubated with 300 μl of tomato intercellular fluids for 30 min at 25°C. 40 μl of anti-FLAG M2 resin was added and incubated at 4°C for 2 h with gentle shaking. The precipitated protein complexes were eluted in 60 μl of FLAG peptide solution (150 ng/μl) and were analyzed by SDS-PAGE and Western blot analyses.
We are grateful to Dr. Michael Laskowski Jr. and Dr. M. A. Qasim from Purdue University for predicting the inhibition constants and sharing their expert knowledge on Kazal inhibitors. We also thank Diane Kinney for technical assistance and three anonymous reviewers for useful suggestions. This work was supported by USDA-NRI project OHO00963-SS. Salaries and research support were provided by State and Federal Funds appropriated to the Ohio Agricultural Research and Development Center, the Ohio State University.
- Rawlings ND, Tolle DP, Barrett AJ: Evolutionary families of peptidase inhibitors. Biochem J. 2004, 378: 705-716. 10.1042/BJ20031825.PubMed CentralView ArticlePubMedGoogle Scholar
- Magert HJ, Kreutzmann P, Standker L, Walden M, Drogemuller K, Forssmann WG: LEKTI: a multidomain serine proteinase inhibitor with pathophysiological relevance. Int J Biochem Cell Biol. 2002, 34: 573-576. 10.1016/S1357-2725(01)00179-0.View ArticlePubMedGoogle Scholar
- Kreutzmann P, Schulz A, Standker L, Forssmann WG, Magert HJ: Recombinant production, purification and biochemical characterization of domain 6 of LEKTI: a temporary Kazal-type-related serine proteinase inhibitor. J Chromatogr B Analyt Technol Biomed Life Sci. 2004, 803: 75-81.View ArticlePubMedGoogle Scholar
- Pszenny V, Ledesma BE, Matrajt M, Duschak VG, Bontempi EJ, Dubremetz JF, Angel SO: Subcellular localization and post-secretory targeting of TgPI, a serine proteinase inhibitor from Toxoplasma gondii. Mol Biochem Parasitol. 2002, 121: 283-286. 10.1016/S0166-6851(02)00045-2.View ArticlePubMedGoogle Scholar
- Pszenny V, Angel SO, Duschak VG, Paulino M, Ledesma B, Yabo MI, Guarnera E, Ruiz AM, Bontempi EJ: Molecular cloning, sequencing and expression of a serine proteinase inhibitor gene from Toxoplasma gondii. Mol Biochem Parasitol. 2000, 107: 241-249. 10.1016/S0166-6851(00)00202-4.View ArticlePubMedGoogle Scholar
- Morris MT, Cheng WC, Zhou XW, Brydges SD, Carruthers VB: Neospora caninum expresses an unusual single-domain Kazal protease inhibitor that is discharged into the parasitophorous vacuole. Int J Parasitol. 2004, 34: 693-701. 10.1016/j.ijpara.2004.01.004.View ArticlePubMedGoogle Scholar
- Tian M, Huitema E, Da Cunha L, Torto-Alalibo T, Kamoun S: A Kazal-like extracellular serine protease inhibitor from Phytophthora infestans targets the tomato pathogenesis-related protease P69B. J Biol Chem. 2004, 279: 26370-26377. 10.1074/jbc.M400941200.View ArticlePubMedGoogle Scholar
- Laskowski MJ, Kato I: Protein inhibitors of proteinases. Annu Rev Biochem. 1980, 49: 593-626. 10.1146/annurev.bi.49.070180.003113.View ArticlePubMedGoogle Scholar
- Magert HJ, Standker L, Kreutzmann P, Zucht HD, Reinecke M, Sommerhoff CP, Fritz H, Forssmann WG: LEKTI, a novel 15-domain type of human serine proteinase inhibitor. J Biol Chem. 1999, 274: 21499-21502. 10.1074/jbc.274.31.21499.View ArticlePubMedGoogle Scholar
- Jayakumar A, Kang Y, Mitsudo K, Henderson Y, Frederick MJ, Wang M, El-Naggar AK, Marx UC, Briggs K, Clayman GL: Expression of LEKTI domains 6-9' in the baculovirus expression system: recombinant LEKTI domains 6-9' inhibit trypsin and subtilisin A. Protein Expr Purif. 2004, 35: 93-101. 10.1016/j.pep.2003.12.004.View ArticlePubMedGoogle Scholar
- Lauber T, Schulz A, Schweimer K, Adermann K, Marx UC: Homologous proteins with different folds: the three-dimensional structures of domains 1 and 6 of the multiple Kazal-type inhibitor LEKTI. J Mol Biol. 2003, 328: 205-219. 10.1016/S0022-2836(03)00245-6.View ArticlePubMedGoogle Scholar
- Lu SM, Lu W, Qasim MA, Anderson S, Apostol I, Ardelt W, Bigler T, Chiang YW, Cook J, James MN, Kato I, Kelly C, Kohr W, Komiyama T, Lin TY, Ogawa M, Otlewski J, Park SJ, Qasim S, Ranjbar M, Tashiro M, Warne N, Whatley H, Wieczorek A, Wieczorek M, Wilusz T, Wynn R, Zhang W, Laskowski MJ: Predicting the reactivity of proteins from their sequence alone: Kazal family of protein inhibitors of serine proteinases. Proc Natl Acad Sci U S A. 2001, 98: 1410-1415. 10.1073/pnas.031581398.PubMed CentralView ArticlePubMedGoogle Scholar
- Laskowski MJ, Qasim MA, Yi Z: Additivity-based prediction of equilibrium constants for some protein-protein associations. Curr Opin Struct Biol. 2003, 13: 130-139. 10.1016/S0959-440X(03)00013-7.View ArticlePubMedGoogle Scholar
- Read RJ, Fujinaga M, Sielecki AR, James MN: Structure of the complex of Streptomyces griseus protease B and the third domain of the turkey ovomucoid inhibitor at 1.8-A resolution. Biochemistry. 1983, 22: 4420-4433. 10.1021/bi00288a012.View ArticlePubMedGoogle Scholar
- Lu W, Apostol I, Qasim MA, Warne N, Wynn R, Zhang WL, Anderson S, Chiang YW, Ogin E, Rothberg I, Ryan K, Laskowski MJ: Binding of amino acid side-chains to S1 cavities of serine proteinases. J Mol Biol. 1997, 266: 441-461. 10.1006/jmbi.1996.0781.View ArticlePubMedGoogle Scholar
- Laskowski MJ, Kato I, Ardelt W, Cook J, Denton A, Empie MW, Kohr WJ, Park SJ, Parks K, Schatzley BL: Ovomucoid third domains from 100 avian species: isolation, sequences, and hypervariability of enzyme-inhibitor contact residues. Biochemistry. 1987, 26: 202-221. 10.1021/bi00375a028.View ArticlePubMedGoogle Scholar
- Qasim MA, Lu W, Lu SM, Ranjbar M, Yi Z, Chiang YW, Ryan K, Anderson S, Zhang W, Qasim S, Laskowski MJ: Testing of the additivity-based protein sequence to reactivity algorithm. Biochemistry. 2003, 42: 6460-6466. 10.1021/bi027186u.View ArticlePubMedGoogle Scholar
- Kamoun S: Molecular genetics of pathogenic oomycetes. Eukaryotic Cell. 2003, 2: 191-199. 10.1128/EC.2.2.191-199.2003.PubMed CentralView ArticlePubMedGoogle Scholar
- Tian M, Benedetti B, Kamoun S: A second Kazal-like protease inhibitor from Phytophthora infestans inhibits and interacts with the apoplastic pathogenesis-related protease P69B of tomato. Plant Physiology. 2005, 138: 1785-1793. 10.1104/pp.105.061226.PubMed CentralView ArticlePubMedGoogle Scholar
- Jorda L, Coego A, Conejero V, Vera P: A genomic cluster containing four differentially regulated subtilisin-like processing protease genes is in tomato plants. J Biol Chem. 1999, 274: 2360-2365. 10.1074/jbc.274.4.2360.View ArticlePubMedGoogle Scholar
- Jorda L, Conejero V, Vera P: Characterization of P69E and P69F, two differentially regulated genes encoding new members of the subtilisin-like proteinase family from tomato plants. Plant Physiol. 2000, 122: 67-73. 10.1104/pp.122.1.67.PubMed CentralView ArticlePubMedGoogle Scholar
- Sambrook J, Fritsch EF, Maniatis T: Molecular Cloning: A Laboratory Manual. 1989, Cold Spring Harbor, N.Y., Cold Spring Harbor Laboratory, 2ndGoogle Scholar
- Xiang C, Han P, Lutziger I, Wang K, Oliver DJ: A mini binary vector series for plant transformation. Plant Mol Biol. 1999, 40: 711-717. 10.1023/A:1006201910593.View ArticlePubMedGoogle Scholar
- Merril CR, Goldman D, Sedman SA, Ebert MH: Ultrasensitive stain for proteins in polyacrylamide gels shows regional variation in cerebrospinal fluid proteins. Science. 1981, 211: 1437-1438.View ArticlePubMedGoogle Scholar
- Kamoun S, van West P, de Jong AJ, de Groot K, Vleeshouwers V, Govers F: A gene encoding a protein elicitor of Phytophthora infestans is down-regulated during infection of potato. Mol Plant-Microbe Interact. 1997, 10: 13-20.View ArticlePubMedGoogle Scholar
- Kruger J, Thomas CM, Golstein C, Dixon MS, Smoker M, Tang S, Mulder L, Jones JD: A tomato cysteine protease required for Cf-2-dependent disease resistance and suppression of autonecrosis. Science. 2002, 296: 744-747. 10.1126/science.1069288.View ArticlePubMedGoogle Scholar
- Voinnet O, Rivas S, Mestre P, Baulcombe D: An enhanced transient expression system in plants based on suppression of gene silencing by the p19 protein of tomato bushy stunt virus. Plant J. 2003, 33: 949-956. 10.1046/j.1365-313X.2003.01676.x.View ArticlePubMedGoogle Scholar
- de Wit PJGM, Spikman G: Evidence for the occurence of race and cultivar-specific elicitors of necrosis in intercellular fluids of compatible interactions of Cladosporium fulvum and tomato. Physiol Plant Pathol. 1982, 21: 1-11.View ArticleGoogle Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.