METHODS AND COMPOSITIONS FOR DIAGNOSIS OF RICKETTSIA INFECTION
20210063394 ยท 2021-03-04
Assignee
Inventors
- Allan R. Brasier (Galveston, TX)
- Yingxin ZHAO (Galveston, TX, US)
- David H. WALKER (Galveston, TX, US)
- Rong FANG (Galveston, TX, US)
Cpc classification
International classification
Abstract
Certain embodiments are directed to detection methods and methods of identifying detection targets for sensitive and specific laboratory tests to diagnose and monitor rickettsial infections during the earliest stages of the disease and to assess the degree of illness.
Claims
1. A method for detecting and treating acute phase rickettsia infection comprising: contacting a sample from a subject with antibodies that bind rickettsial protein RC0497 (SEQ ID NO:1) or peptides thereof, wherein one or more antibodies form an antibody complex with RC0497 peptides in the sample; isolating the antibody; detecting the peptides present in the antibody complex; and treating the subject identified as having an acute phase rickettsia infection.
2. The method of claim 1, wherein the peptides detected are HDLVGLGEVTVNR (SEQ ID NO:2), LLLSLDSTGEK (SEQ ID NO:3), ELAEAGFGR (SEQ ID NO:4), SDFPAEQIGK, (SEQ ID NO:5), EYHNDLTDQAFYAGK (SEQ ID NO:6), EYGYGVESTSTFDQFTQQAVR (SEQ ID NO:7), and/or GASVHYIIDK (SEQ ID NO:8)
3. The method of claim 1, wherein detecting the peptides is by selected reaction monitoring (SRM).
4. The method of claim 1, wherein the antibody is a polyclonal antibody.
5. The method of claim 1, wherein the rickettsia infection is a R. africae, R. conorii, or R. parkeri infection.
6. The method of claim 1, further comprising detecting at least one host response protein selected from BPI fold-containing family A member 2, Histone H3.3, Ferritin heavy chain, 4-hydroxy-phenylpyruvate dioxygenase, or Adenylyl cyclase-associated protein 1.
7. A polyclonal antibody composition that specifically binds rickettsial protein RC0497 (SEQ ID NO:1).
8. The antibody of claim 7, wherein an epitope bound by the antibody are present on one or more of HDLVGLGEVTVNR (SEQ ID NO:2), LLLSLDSTGEK (SEQ ID NO:3), ELAEAGFGR (SEQ ID NO:4), SDFPAEQIGK, (SEQ ID NO:5), EYHNDLTDQAFYAGK (SEQ ID NO:6), EYGYGVESTSTFDQFTQQAVR (SEQ ID NO:7), and/or GASVHYIIDK (SEQ ID NO:8) RC0497 peptides.
Description
DESCRIPTION OF THE DRAWINGS
[0039] The following drawings form part of the present specification and are included to further demonstrate certain aspects of the present invention. The invention may be better understood by reference to one or more of these drawings in combination with the detailed description of the specification embodiments presented herein.
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DESCRIPTION
[0060] The following discussion is directed to various embodiments of the invention. The term invention is not intended to refer to any particular embodiment or otherwise limit the scope of the disclosure. Although one or more of these embodiments may be preferred, the embodiments disclosed should not be interpreted, or otherwise used, as limiting the scope of the disclosure, including the claims. In addition, one skilled in the art will understand that the following description has broad application, and the discussion of any embodiment is meant only to be an example of that embodiment, and not intended to intimate that the scope of the disclosure, including the claims, is limited to that embodiment.
[0061] The clinical manifestations of acute MSF are a consequence of the tropism of rickettsiae for endothelial cells. Rickettsial organisms bind Ku70 on cholesterol-rich microdomains and enter endothelial cells through a calcium-dependent zipper-like entry mechanism. Viable organisms subsequently lyse intracellular phagosomes via phospholipase D and hemolysin activities, and replicate in the cytoplasm. A characteristic of the spotted fever group is that R. conorii organisms spread intercellularly as a consequence of directional actin polymerization without producing early cellular injury. Oxidative stress produced by replication of R. conorii results in peroxidation of endothelial membranes and disruption of the endothelial barrier function producing vascular leakage.
[0062] The pulmonary and cerebral edema in patients infected with rickettsiae can lead to significant morbidity and mortality if there are delays in diagnosis and treatment. The reference standard for diagnosis of rickettsial diseases is a fourfold rise in antibody titer by the indirect immunofluorescence assay (IFA) assay using paired serum samples obtained soon after illness and 2-4 weeks later. Patients usually do not have diagnostic serum antibody titers during the first week of illness, and a negative result by IFA does not exclude the diagnosis. Therefore, many cases are initially misdiagnosed accounting for adverse outcomes, and consequently, the epidemiology of the disease is under-reported. A highly specific and sensitive biomarker for early diagnosis of rickettsial infection is greatly needed.
[0063] The RC0479 protein has been found in both in vitro cell culture and in vivo animal models of spotted fever rickettsial infections by using an affinity enrichment-mass spectrometry method (IP-SRM or IP-PRM). RC0497 is a diagnostic biomarker for spotted fever rickettsioses. Embodiments are directed to diagnostic assays developed by detecting this biomarker. These assays are expected to provide specific diagnostic information at the early stage of spotted fever rickettsioses when treatment can make a difference in patient management.
[0064] The protein RC0497 (SEQ ID NO:1) was detected in high concentrations in cell culture supernatant and with high confidence (
[0065] Rickettsial proteins were identified as diagnostic in vivo. Plasma samples from four animal groups (17 samples in total) Group 1: uninfected (n=5 mice); Group 2: sub-lethal dose (n=6 mice); Group 3: lethal dose (n=3 mice); and Group 4 dead (n=3 mice). The plasma samples were subjected to four analyses: (1) Global protein profiling without prefraction of plasma proteins or peptides; (2) Targeted profiling for rickettsia protein RC0497 using selected reaction monitoring (SRM); (3) targeted profiling for RC0497 using parallel reaction monitoring (PRM); and (4) strong cation exchange (SCX) chromatography-LC-MS/MS analysis.
[0066] The first attempt of global protein profiling without using any forms of prefraction technology primarily identified a panel of host response proteins that associate with disease severity. RC0497 was not identified in this experiment primarily due to the interference from high-abundance host proteins in mass spectrometry analysis. Two proteotypic peptides of RC0497, LLLSLDSTGEK (SEQ ID NO:3) and ELAEAGFGR (SEQ ID NO:4), were identified in sublethally and lethally infected mice by PRM. Shown in
[0067] RC0497 is conserved in spotted fever strains. Analysis indicates that RC0497 and the diagnostic tryptic peptides are highly conserved across rickettsial strains (
[0068] Proteotypic peptides are conserved in the Rickettsia genus. Conservation of the proteotypic peptides for RC0497 were analyzed in regard to other known Rickettsia species. In addition to R. conorii, and R. rickettsii, the diagnostic peptides are found in R. conorii, R. rickettsii, R. monacensis, R. amblyommates, R. parkeri, R. sibirica, R. africae, R. phihpii, R. japonica and others These data indicate that the IP-SRM and IP-PRM assays will be diagnostic for a wide variety of rickettsial infections.
[0069] Host response proteins. The understanding of the host response to rickettsial infection has been advanced by the development of a standardized model of endothelial cell infection using primary human umbilical vein cells (HUVECs). Proteomics were applied for measurement and identification of rickettsial proteins in the golgi, plasma membrane, or secreted proteins. The proteins selected are based on the identification of specific protein fragments in infected human endothelial cells, which could not be predicted based on available genomic sequence. Similarly, the host response proteins are combinations of proteins that represent the endothelial response to infection.
[0070] Identification of host response proteins were extended to those associated with sublethal vs lethal infections. Distinct protein profiles were obtained for each disease type as shown in the heat map in
[0071] Identification of protein panel that differentiates sublethal disease (SLD) from control. The differentially expressed proteins were subjected to statistical analysis for microarray (SAM) to identify those proteins that were significantly different by outcome. Over 140 proteins were significant; of these the top 5 informative markers are shown in Table 2 below. The protein distribution is shown in
TABLE-US-00001 TABLE 1 SEQ ID SEQ ID SEQ ID SEQ ID SEQ ID SEQ ID SEQ ID Entry Protein names Gene names Organism NO: 2 NO: 7 NO: 6 NO: 8 NO: 4 NO: 3 NO: 5 A0A067AM61 N-acetyl- REISMN_00610 R. buchneri + + + + + anhydromuranmyl- L-alanine amidase A0A0B7J056 N-acetyl- RMONA_05350 R. + + + + + anhydromuranmyl- monacensis L-alanine amidase A0A0F3N2F2 N- APHACPA_0989 Candidatus + + + + acetylmuramoyl- Rickettsia L-alanine amblyommii amidase family str. Ac/Pa protein A0A0F3PEE8 N- RMAECT_1144 R. + + + + + + acetylmuramoyl- rhipicephali L-alanine str. Ect amidase family protein A0A0F3QSA8 N- RAMDARK_0700 Candidatus + + + + + acetylmuramoyl- Rickettsia L-alanine amblyommii amidase family str. Darkwater protein A0A0F3RBQ6 N- REIP_0615 Rickettsia + + + + + acetylmuramoyl- endosymbiont L-alanine of Ixodes amidase family pacificus protein A0A0F3RHM9 N- RAT170B_0454 Rickettsia + + + + + + acetylmuramoyl- argasii L-alanine T170-B amidase family protein A0A0H3AUD9 Uncharacterized A1G_02815 Rickettsia + + + + + + protein rickettsii (strain Sheila Smith) A8EZ72 Uncharacterized A1E_03620 Rickettsia + protein canadensis (strain McKiel) A8F1D6 Negative ampD1 Rickettsia + + + + + regulator of beta- RMA_0515 massiliae lactamase (strain Mtu5) expression B0BX83 Anhydro-N- RrIowa_0591 Rickettsia + + + + + + acetylmuramyl- rickettsii tripeptide (strain Iowa) amidase (EC 3.5.1.28) C3PN80 Negative ampD1 Rickettsia + + + + + + regulator of beta- RAF_ORF0464 africae lactamase (strain ESF-5) expression C4YU55 Anhydro-N- REIS_0949 Rickettsia + + + + + acetylmuramyl- endosymbiont tripeptide of Ixodes amidase scapularis G0GXT0 Negative Rh054_02850 Rickettsia + + + + + + regulator of beta- heilongjiangensis lactamase (strain ATCC expression VR-1524/054) G4KMU9 AmpD protein ampD1 Rickettsia + + + + + + homolog RJP_0391 japonica (strain ATCC VR-1363/YH) H6PTD5 Negative RSA_02760 Rickettsia + + + + + + regulator of beta- philipii lactamase (strain 364D) expression H6QJL2 Negative RMB_05550 Rickettsia + + + + + + regulator of beta- massiliae lactamase str. AZT80 expression H8K515 Negative MCE_03350 Rickettsia + + + + + regulator of beta- amblyommii lactamase (strain expression GAT-30V) H8KDD6 Negative MCI_06710 Rickettsia + + + + + + regulator of beta- montanensis lactamase (strain OSU expression 85-930) H8KHL4 Negative MCC_03370 Rickettsia + + + + regulator of beta- rhipicephali lactamase (strain 3-7- expression female6-CWPP)
TABLE-US-00002 TABLE 2 Sublethal Lethal vs Protein vs control Protein ID Common Name sublethal ID Common Name P05367 Serum amyloid A-2 P07743 BPI fold- protein containing family A member 2 P05366 Serum amyloid A-1 P84244 Histone H3.3 protein Q61646 Haptoglobin P09528 Ferritin heavy chain P11672 Neutrophil gelatinase- P49429 4-hydroxy- associated lipocalin phenylpyruvate dioxygenase Q9JM99-4 Proteoglycan 4 P40124 Adenylyl cyclase- associated protein 1
[0072] Identification of protein panel that differentiates lethal disease (LD) vs SLD. The top 5 informative markers are shown in Table 2. The abundance of the proteins are plotted in
[0073] A panel of polyclonal and monoclonal antibodies directed against RC0497 have been developed. More importantly, these antibodies are able to specifically bind RC0497 by both immunoblotting and ELISA. Recombinant RC0497 was plated as the antigen at the concentration of 0.07 g/l. One of the monoclonal antibody clones (7F) was used at different concentrations to detect RC0497. No significant signal was detected in the negative controls. These results demonstrate the feasibility of detecting the diagnostic biomarker RC0497 using immunoassay.
[0074] Certain aspects are directed to a sandwich ELISA to detect RC0497 in the serum of patients at the acute stage of spotted fever rickettsioses using a time- and cost-efficient strategy. In brief, the optimal mouse monoclonal antibody against RC0497 will be used as the capture antibody after coating the plate. After blocking, patient serum, which contains RC0497 or its fragments, will be added to bind to the capture antibody. Purified rabbit polyclonal antibody against RC0497 will be biotinylated and used as the detection antibody. The antigen, RC0497, will be bound between these two layers of antibodies. The ultraAvidin-HRP conjugate will be added prior to TMB substrate solution. The enzyme-substrate reaction can be used as the detection signal. The capture and detection antibodies must be chosen to prevent cross-reactivity or competition of binding sites. The specificity and sensitivity can be measured using serum samples from healthy individuals and infected patients.
[0075] In an aspect, the invention provides a method of detecting one or more biomarker (e.g., RC0497 or a fragment thereof) in a biological sample comprising: (a) contacting a biological sample with a reagent designed to determine a presence or level of the one or more biomarker, wherein the one or more biomarker is selected from the RC0497 or a fragment thereof; and (b) identifying the one or more biomarkers in the biological sample, thereby detecting the one or more biomarker in the biological sample.
[0076] Biomarkers. A biomarker, such as the RC0497 protein or fragments thereof, is a biomolecule that is differentially present in a sample taken from a subject of one phenotypic status (e.g., having a disease) as compared with another phenotypic status (e.g., not having the disease). A biomarker is differentially present between different phenotypic statuses if the mean or median expression level of the biomarker in the different groups is calculated to be statistically significant. Common tests for statistical significance include, among others, t-test, ANOVA, Kruskal-Wallis, Wilcoxon, Mann-Whitney and odds ratio. Biomarkers, alone or in combination, provide measures of relative risk that a subject belongs to one phenotypic status or another. As such, they are useful as markers for disease (diagnostics), therapeutic effectiveness of a drug (theranostics) and of drug toxicity.
[0077] The current invention seeks to develop method for identifying patients having rickettsia infection based on multiple factors including clinical features, biochemical assays, and expression profiling.
[0078] Assays. In certain aspects, the biomarkers of this invention can be measured or detected by immunoassay. Immunoassay requires biospecific capture reagents, such as antibodies, to capture the biomarkers. Antibodies can be produced by methods well known in the art, e.g., by immunizing animals with the biomarkers. Biomarkers can be isolated from samples based on their binding characteristics. Alternatively, if the amino acid sequence of a polypeptide biomarker is known, the polypeptide can be synthesized and used to generate antibodies.
[0079] Embodiments described herein contemplate traditional immunoassays including, for example, sandwich immunoassays including ELISA or fluorescence-based immunoassays, as well as other enzyme immunoassays. In the SELDI-based immunoassay, a biospecific capture reagent for the biomarker is attached to the surface of an MS probe, such as a pre-activated ProteinChip array. The biomarker is then specifically captured on the biochip through this reagent, and the captured biomarker is detected by mass spectrometry.
[0080] Kits. In another aspect, the present invention provides kits for qualifying rickettsia status, which kits are used to detect biomarkers described herein. In one embodiment, the kit comprises a solid support, such as a chip, a microtiter plate or a bead or resin having a capture reagent attached thereon, wherein the capture reagent binds a biomarker of the invention. Thus, for example, the kits of the present invention can comprise mass spectrometry probes for SELDI, such as ProteinChip arrays. In the case of biospecific capture reagents, the kit can comprise a solid support with a reactive surface, and a container comprising the biospecific capture reagent.
[0081] The kit can also comprise a washing solution or instructions for making a washing solution, in which the combination of the capture reagent and the washing solution allows capture of the biomarker or biomarkers on the solid support for subsequent detection by, e.g., mass spectrometry. The kit may include more than type of adsorbent, each present on a different solid support.
[0082] In a further embodiment, such a kit can comprise instructions for suitable operational parameters in the form of a label or separate insert. For example, the instructions may inform a consumer about how to collect the sample, how to wash the probe or the particular biomarkers to be detected.
[0083] In yet another embodiment, the kit can comprise one or more containers with biomarker samples, to be used as standard(s) for calibration.
[0084] Examples. The following examples as well as the figures are included to demonstrate preferred embodiments of the invention. It should be appreciated by those of skill in the art that the techniques disclosed in the examples or figures represent techniques discovered by the inventors to function well in the practice of the invention, and thus can be considered to constitute preferred modes for its practice. However, those of skill in the art should, in light of the present disclosure, appreciate that many changes can be made in the specific embodiments which are disclosed and still obtain a like or similar result without departing from the spirit and scope of the invention.
Example 1
Quantitative Proteomics of the Endothelial Secretome Identifies RC0497 as Diagnostic Biomarker of Acute Spotted Fever Rickettsioses
[0085] A major challenge in the development of rickettsial diagnostics is that the infection is localized to the vascular endothelium, and bacteremia is not typically present. To circumvent this limitation, markers for early R. conorii infection are identified (
[0086] A. Materials and Methods
[0087] Reagents. All reagents and solvents in LC-MS/MS analyses were ACS grade. Ammonium bicarbonate (ABC), 2,2,2,-trifluoroethanol(TFE), and acetic acid were purchased from Sigma-Aldrich. Iodoacetamide (IDA), dithiothreitol (DTT), acetonitrile (ACN), formic acid, and methanol were purchased from Thermo Scientific (Waltham, Mass., USA). Urea ultra was from MP Biomedicals (Santa Ana, Calif., USA). Sequencing-grade modified trypsin and LysC were from Promega (Madison, Wis., USA). Recombinant rickettsial putative N-acetylmuramoyl-L-alanine amidase RC0497 was purchased from MyBiosource (San Diego, Calif.).
[0088] Rickettsia. R. conorii (Israeli spotted fever strain, ISF) was obtained from the American Type Culture Collection (ATCC; Manassas, Va.). For in vitro cell infection, R. conorii ISF strain was cultivated in Vero cells. To purify rickettsiae, cells were homogenized, and rickettsiae were diluted in a 10% suspension of sucrose-phosphate-glutamate (SPG) buffer (0.218 mM sucrose, 3.8 mM KH.sub.2PO.sub.4, 7.2 mM K.sub.2HPO.sub.4, 4.9 mM mono-sodium glutamic acid, pH 7.0) and stored at 80 C. For mouse inoculation, R. conorii (Malish 7 strain) was obtained from the American Type Culture Collection (ATCC; Manassas, Va.; catalog no. VR-613). Rickettsiae were propagated in the yolk sacs of specific-pathogen-free embryonated chicken eggs. The concentrations of stock rickettsiae cultured in both yolk sacs and cell culture were determined by plaque assay. The rickettsial stock was stored at 80 C. until used, and all the experiments described in this study were performed in a certified biosafety level 3 (BSL3) laboratory at the University of Texas Medical Branch at Galveston (UTMB).
[0089] Ethical approval. Animal experiments were performed according to the NIH Guide for Care and Use of Experimental Animals and approved by the University of Texas Medical Branch (UTMB) Animal Care and Use Committee (IACUC No. 90-07082). This study of human subjects was conducted under approval from the UTMB Institutional Review Board (No. 08-258), and was compliant with all applicable federal regulations governing the protection of human subjects.
[0090] Cell Cultures. Pools of HUVECs were established from individual human umbilical cords grown in supplemented EGM-Plus endothelial cell growth medium (Lonza, catalog no. CC-5035) without the addition of GA-1000 (gentamicin sulfate and amphotericin-B) or fetal bovine serum. The cells were subcultured when the monolayer became confluent. In this study, the cells were used between passages 3 and 4. For infection, 1510.sup.6 primary HUVECs in T175 flasks were infected in BSL-3 containment, and subsequently the conditioned medium was collected 24 h post infection. The conditioned medium was filtered through a 0.22 m membrane filter to remove infectious rickettsiae in accordance with approved protocols.
[0091] Trypsin digestion of the secretome of HUVECs infected with R. conorii. The isolation of secretome was performed. Briefly, the conditioned medium was collected and centrifuged at 2000g at 4 C. for 20 min to remove any dead cells. The supernatant was centrifuged at 10,000g at 4 C. for 10 min to remove cell debris. The supernatant was further concentrated using Amicon ultra-4 centrifugal filters-3K (Millipore, Billerica, Mass., USA). Then 200 L of 8 M urea was added into centrifugal filters to denature the proteins. Next, the proteins were reduced with 10 mM dithiothreitol (DTT) for 30 min, followed by alkylation with 30 mM iodoacetamide for 60 min at room temperature in the dark. The centrifugal filters were centrifuged at 14,000g at 4 C. for 15 min, and 200 L of 50 mM of ammonium bicarbonate (pH 8.0) was added into the sample. The centrifugal filters were centrifuged at 14,000g at 4 C. for 15 min again. The sample that remained in the filter was transferred into a 0.5-mL microcentrifugation tube. The proteins were digested with 1.0 g LysC-trypsin (Promega) for 12 h at 37 C., then diluted, and further digested with 1.0 g trypsin (Promega) for 16 h at 37 C. The digestion was terminated with 0.5% trifluoroacetic acid. The peptides were desalted on a reversed-phase SepPak C18 cartridge (Waters), and eluted with 80% acetonitrile. The eluate was dried in a SpeedVac and the peptides were resuspended in 2% acetonitrile-0.1% trifluoroacetic acid for LC-MS/MS analysis.
[0092] Label-free quantification of protein expression. The desalted peptides were reconstituted in 30 4% ACN/0.1% formic acid. All peptide samples were separated on an online nanoflow Easy nLC1000 UHPLC system (Thermo Scientific) and analyzed on a Q Exactive Orbitrap mass spectrometer (Thermo Scientific, San Jose, Calif.). 10 l of sample was injected onto a capillary peptide trap column (Acclaim Pepmap 100, 75 m2 cm, C18, 3 m, 100 , Thermo Scientific). After sample injection, the peptides were separated on a 25-cm UHPLC reversed phase column (Acclaim Pepmap 100, 75 m25 cm, C18, 2 m, 100 , Thermo Scientific) at a flowrate of 300 nL/min. A 2-h linear gradient from 2% solvent A (0.1% formic acid in water) to 35% solvent B (0.1% formic acid in acetonitrile) was used for each LC-MS/MS run. Data-dependent acquisition was performed using the Xcalibur 2.3 software in positive ion mode at a spray voltage of 2.1 kV. Survey spectra were acquired in the Orbitrap with a resolution of 70,000, the maximum injection time of 80 ms, an automatic gain control (AGC) of 110.sup.6, and a mass range from 400 to 1400 m/z. The top 15 ions in each survey scan were selected for higher-energy collisional dissociation (HCD) scans with a resolution of 17,500. For all higher-energy collisional dissociation (HCD) scans, collision energy was set to 30, the maximum inject time was 60 ms and the AGC was 110.sup.5. Ions selected for MS/MS were dynamically excluded for 30 s after fragmentation.
[0093] All data were analyzed with the MaxQuant software (version 1.5.2.8) 20, 21 with the Andromeda search engine. The false discovery rate (FDR) was set to 1% for both proteins and peptides, and specified a minimum length of 7 amino acids. The Andromeda search engine was used for the MS/MS spectra search against a combined SwissProt human and rickettsial database (downloaded on December 2015 containing 20,193 human protein entries, 4,476 Rickettsial protein entries and 247 contaminants). Enzyme specificity was set as C-terminal to Arg and Lys, also allowing cleavage at proline bonds and a maximum of two missed cleavages. Carbamidomethylation of cysteine was selected as fixed modification and methionine oxidation as variable modifications. The match between runs feature of MaxQuant was used to transfer identifications to other LC-MS/MS runs based on their masses and retention time (maximum deviation 0.7 min), and this was also used in quantification experiments. Quantifications were performed with the label-free algorithms in Maxquant. At least one razor peptide was required for quantification. The Perseus platform was used to analyze the Maxquant output, including statistics, Hierarchical clustering, and principal component analysis (PCA). Reversed identifications and proteins identified only by site modification were strictly excluded from further analysis. After filtering (2 valid values in at least one group), remaining missing values were imputed from a normal distribution (width: 0.3 of standard deviation; down shift: 1.8 of standard deviation). Student's t-test was performed to identify the significantly differentially expressed proteins with a Permutation-based FDR<0.01. The unsupervised hierarchical clustering and heat map were based on protein expression. The rows of the heat map indicate the proteins, and the columns indicate the samples. The log 2 ratios of each protein were z-score normalized for each row. Hierarchical clustering of the z-normalized log 2 ratio was performed using Euclidean distances between means. The number of clusters was set as 300. Genome ontology enrichment analysis of molecular functions and biological function in differentially expressed proteins used Panther (URL pantherdb.org/). This classification uses an evolutionary framework to infer protein functions in a species-independent manner.
[0094] Stable Isotope Dilution (SID)-Selected Reaction Monitoring (SRM)-MS validation of differentially expressed secreted proteins. The SID-SRM-MS assays of selected proteins were developed for each targeted protein, two or three peptides were initially selected, and then the sensitivity and selectivity of these were experimentally evaluated. The peptide with best sensitivity and selectivity was selected as the surrogate for that protein. For each peptide, 3-5 SRM transitions were monitored. The peptides were chemically synthesized incorporating isotopically labeled [.sup.13C.sub.6.sup.15N.sub.4] arginine or [.sup.13C.sub.6.sup.15N.sub.2] lysine to a 99% isotopic enrichment (Thermo Scientific, San Jose, Calif.). The amount of stable isotope labeled standard (SIS) peptides was determined by amino acid analysis. The proteins were trypsin digested on the beads as described above. The tryptic digests were then reconstituted in 30 l of 5% formic acid-0.01% TFA. An aliquot of 10 l of 50 fmol/L diluted SIS peptides was added to each tryptic digest. These samples were desalted with a ZipTip C18 cartridge. The peptides were eluted with 80% ACN and dried. The peptides were reconstituted in 30 l of 5% formic acid-0.01% TFA and were directly analyzed by liquid chromatography (LC)-SRM-MS. LC-SRM-MS analysis was performed with a TSQ Vantage triple quadrupole mass spectrometer equipped with a nanospray source (Thermo Scientific, San Jose, Calif.). About 8-10 targeted proteins were analyzed in a single LC-SRM run. The online chromatography was performed using an Eksigent NanoLC-2D HPLC system (AB SCIEX, Dublin, Calif.). An aliquot of 10 L of each of the tryptic digests was injected on a C18 reverse-phase nano-HPLC column (PicoFrit, 75 m10 cm; tip ID 15 m) at a flow rate of 500 nL/min with a 20-min 98% A, followed by a 15-min linear gradient from 2-30% mobile phase B (0.1% formic acid-90% acetonitrile) in mobile phase A (0.1% formic acid). The TSQ Vantage was operated in high-resolution SRM mode with Q1 and Q3 set to 0.2 and 0.7-Da Full-Width Half Maximum (FWHM). All acquisition methods used the following parameters: 2100 V ion spray voltage, a 275 C. ion transferring tube temperature, a collision-activated dissociation pressure at 1.5 mTorr, and the S-lens voltage used the values in S-lens table generated during MS calibration.
[0095] All SRM data were manually inspected to ensure peak detection and accurate integration. The chromatographic retention time and the relative product ion intensities of the analyte peptides were compared to those of the stable isotope labeled standard (SIS) peptides. The variation of the retention time between the analyte peptides and their SIS counterparts should be within 0.05 min, and the difference in the relative product ion intensities of the analyte peptides and SIS peptides was below 20%. The peak areas in the extract ion chromatography of the native and SIS version of each signature peptide were integrated using Xcalibur 2.1. The default values for noise percentage and base-line subtraction window were used. The ratio between the peak area of native and SIS version of each peptide was calculated.
[0096] In vivo study. Age- and sex-matched C3H/HeN mice were purchased from Charles River Laboratories (Wilmington, Mass.). Mice were inoculated intravenously (i.v.) through the tail vein with R. conorii Malish 7 strain with either a sub-lethal dose (SLD) 0.1 LD50 (510.sup.3 PFU) or a lethal dose (LD) 3LD50 (1.510.sup.5 PFU) of ricketssiae. Negative controls were inoculated with 300 l of SPG buffer alone. Mice were monitored daily for signs of illness including ruffled fur, hunched posture, and decreased activity. Mice were sacrificed on day 4 p.i. Mice were anesthetized by inhalational isoflurane (Isoflurane USP, Piramal Healthcare Limited, 502321 Andhra Pradesh, India) and euthanized by CO.sub.2 inhalation followed by cervical dislocation. Whole mouse blood was recovered by cardiac puncture immediately after euthanasia. All animal experiments were conducted in a certified animal biosafety level 3 (ABSL3) laboratory. Experiments in mice were performed according to the guidelines of the Guide for the Care and Use of Laboratory Animals.
[0097] Trypsin digestion of mouse plasma or human serum and label free quantification. Ten microliters of plasma were aliquoted from each sample, and 50 l of 9 M urea was added. The protein concentration was measured by bicinchoninic acid assay. About 200 g of proteins from each sample were used for protein digestion. The proteins were first reduced with 10 mM DTT at room temperature for 30 min, followed by alkylation with 30 mM iodoacetamine at room temperature for 1 h. Then, the sample was diluted 2 with 50 mM ammonium bicarbonate (pH 8.0). An aliquot of Lys-C/Trypsin solution (Promega, Madison, Wis.) was added into each sample at a 100:1 protein: enzyme ratio. The samples were incubated at 37 C. overnight, and the solutions were further diluted 5 with 50 M of ammonium bicarbonate. An aliquot of Trypsin solution (Promega, Madison, Wis.) was added into each sample at a 50:1 protein:enzyme ratio. The samples were incubated at 37 C. for 16 h. 10 L of 10% trifluoroacetic acid was added into each sample to stop the trypsin digestion. Tryptic peptides were desalted on reversed phase tC18 SepPak columns (Waters, Milford, Mass.) and evaporated to dryness in a vacuum concentrator. The peptides were resuspended in 2% acetonitrile-0.1% trifluoroacetic acid and analyzed by LC-MS/MS as described above. The mass spectrometry data were analyzed with MaxQuant software as described above.
[0098] Parallel reaction monitoring (PRM) analysis of Rickettsia protein RC0497, An aliquot of stable isotope labeled peptide (SIS) of rickettsial protein RC0497 (LLLSLDSTGEK[.sup.13C.sub.6.sup.15N.sub.2] was added into each sample. For PRM analyses, the acquisition employed an orbitrap resolution of 70,000 (@m/z 200), a target AGC value of 310.sup.6, and maximum fill times of 200 ms for full scan; 17,500 (@m/z 200), a target AGC value of 210.sup.5, and maximum fill times of 100 ms for MS2 scan. PRM targeted the pair of peptides of rickettsial protein RC0497 [(native and stable isotope labeled standard (SIS) peptides). All peptide samples were separated on an online nanoflow Easy nLC1000 UHPLC system (Thermo Scientific) and analyzed on an Q Exactive Orbitrap mass spectrometer (Thermo Scientific, San Jose, Calif.) as described above. The assessment of the detection of peptides was performed post-acquisition using Skyline version 3.6.0.9321. For each peptide under evaluation, the signals of the five most intense fragment ions (as defined in spectra of SIS peptides of RC0497) were extracted from each corresponding MS/MS spectrum. The MS/MS spectra with at least five fragment ions detected were submitted to spectral matching. The comparison of the relative intensities of these fragments with those defined in the reference composite MS/MS spectrum was performed based on dotp value. In addition, the retention time of the native and SIS peptides was used as an additional acceptance criterion. The variation of the retention time between the analyte peptides and their SIS counterparts should be within 0.05 min.
[0099] Generation of anti-RC0497 antibodies. Recombinant protein Rc0497 was expressed in E. coli. After expression, the protein was purified using Ni-resin and dialyzed to remove imidazole and benzamidine to optimize thrombin activity followed by removal of His-tag. Rabbit polyclonal antibodies against RC0497 were generated by Rockland Immunochemicals, Inc. (Limerick, Pa.). The antibodies then underwent either protein A or affinity purification. The reactivity of polyclonal antibody with RC0497 was confirmed by immunoblotting and immunoprecipitation-SRM.
[0100] Immunoprecipitation (IP) of RC0497 and trypsin digestion. About 100 L of serum was suspended in 1 mL of low ionic strength immunoprecipitation buffer (50 mM NaCl, 25 mM HEPES pH 7.4, 1% IGEPAL CA-630, 10% glycerol, 1 mM fresh DTT, and protease inhibitor cocktail). A aliquot of 4 g of anti-RC0497 antibody or control IgG (Rabbit polyclonal, Santa Cruz) was used in each IP. The mixture was incubated overnight at 4 C.; then, 30 L of protein A magnetic beads (Dynabeads, Invitrogen) were added. After incubation at 4 C. for 4 h, the beads were separated from the supernatant with a magnetic stand. The beads were washed with PBS five times before trypsin digestion. The trypsin digestion was performed. The beads were suspended with gentle vortexing for 1 h. The proteins on the beads were reduced with 10 mM DTT for 30 min, then alkylated with 20 mM IDA for 1 h in the dark. An aliquot of 4 g of sequencing-grade trypsin was added to each sample before a 4 h incubation at 37 C. with gentle shaking; the supernatant was then collected. Another 4 g of trypsin was then added to the beads, and the sample was incubated at 37 C. overnight with gentle shaking; the supernatant was then collected. After trypsin digestion, the beads were washed twice with 50 L of 50% ACN, and the supernatants were collected. All of the supernatants were combined and dried with a SpeedVac.
[0101] B. Results
[0102] Quantitative proteomics analysis of secretome of HUVECs infected with R. conorii. HUVECs are a standardized model for early responses to rickettsial vascular infection. To understand the spectrum of proteins secreted/released by endothelial cells in response to R. conorii infection, a quantitative proteomics analysis of the proteins in the conditioned medium of HUVECs with and without R. conorii infection were conducted (
TABLE-US-00003 TABLE 3 The proteins with the highest discrimination power between Rickettsia conorii -infected HUVECs and control HUVECs. FC, fold change. The abundance levels in the conditioned medium that were significantly changed by Rickettsia conorii infection were highlighted in red (elevated) and green (decreased). Gene log10 Protein names Accession # names Organism Log2 FC p-value Putative N-acetylmuramoyl-L-alanine amidase RC0497 Q92IC3 RC0497 R. conorii 6.54 5.51 Aldo-keto reductase family 1 member C3* P42330 AKR1C3 H. sapiens 5.69 5.14 C-X-C motif chemokine 3 P19876 CXCL3 H. sapiens 5.34 4.30 Keratin, type I cytoskeletal 16 P08779 KRT16 H. sapiens 4.99 4.05 Interleukin-6 P05231 IL6 H. sapiens 4.99 7.61 Granulocyte colony-stimulating factor P09919 CSF3 H. sapiens 4.47 5.29 Galectin-7* P47929 LGALS7 H. sapiens 4.38 4.76 Keratin, type II cuticular Hb5 P78386 KRT85 H. sapiens 4.33 6.68 Keratin, type II cytoskeletal 8 P05787 KRT8 H. sapiens 4.33 6.33 Growth-regulated alpha protein P09341 CXCL1 H. sapiens 4.26 4.06 C-C motif chemokine 2 P13500 CCL2 H. sapiens 4.15 6.38 BRISC and BRCA1-A complex member 1 Q9NWV8 BABAM1 H. sapiens 3.65 2.97 TBC1 domain family member 31 Q96DN5 TBC1D31 H. sapiens 3.60 4.52 Intercellular adhesion molecule 1* P05362 ICAM1 H. sapiens 3.54 3.58 C-X-C motif chemokine 2 P19875 CXCL2 H. sapiens 3.31 2.67 Interleukin-8 P10145 CXCL8 H. sapiens 3.26 5.68 Sequestosome-1* Q13501 SQSTM1 H. sapiens 2.72 2.48 PHD finger-like domain-containing protein 5A Q7RTV0 PHF5A H. sapiens 2.47 3.84 Caspase-6 P55212 CASP6 H. sapiens 2.40 3.47 Myelin basic protein P02686 MBP H. sapiens 2.65 2.44 Protein FAM107B Q9H098 FAM107B H. sapiens 2.70 2.88 Insulin* P01308 INS H. sapiens 2.81 2.58 Thymosin beta-15B P0CG35 TMSB15B H. sapiens 3.27 2.65 Non-histone chromosomal protein HMG-17 P05204 HMGN2 H. sapiens 3.29 2.25 Protein transport protein Sec61 subunit beta P60468 SEC61B H. sapiens 3.34 4.85 Coiled-coil-helix-coiled-coil-helix domain-containing protein Q9Y6H1 CHCHD2 H. sapiens 3.36 3.65 2, mitochondrial Peptidyl-prolyl cis-trans isomerase NIMA-interacting 1 Q13526 PIN1 H. sapiens 3.89 2.60
[0103] The changes in the abundance of these proteins in the secretome of HUVECs were further validated with independent quantitative stable isotope dilution (SID)-selected reaction monitoring (SRM)-MS, a targeted MS approach for the detection and accurate quantification of proteins in a complex background. SID-SRM-MS provides structural specificity and, therefore, is the most accurate approach available for direct quantification of target proteins in a complex mixture. SRM assays were developed for the measurement of five proteinsRC0497, CSF3, CXCL1, CXCL3, and SQSTM1. Using two proteotypic peptides (SDFPAEQIGK (SEQ ID NO:5) and LLLSLDSTGEK (SEQ ID NO:3)), a marked increase of RC0497 abundance was observed in the conditioned medium of R. conorii-infected HUVECs (
[0104] Host responses to R. conorii infection. The genome ontology (GO) biological process enrichment analysis of the 45 up-regulated human proteins found that these proteins are involved in positive regulation of neutrophil chemotaxis, chemokine-mediated signaling pathways, and inflammation response (
[0105] Quantitative proteomics analysis of the plasma from mice infected with R. conorii. To identify proteins induced in a small animal model of rickettsial infection, mice were infected with a sub-lethal dose (SLD, n=6) or lethal dose (LD, n=3) of R. conorii; uninfected animals were used as control (Ctrl, n=5). Label-free LC-MS/MS analysis of the mouse plasma identified 608 proteins with 1% FDR. Of these, 534 proteins were quantified in all the samples (Table 4). Comparing the intensity of each protein in biological and technical replicates shows an excellent agreement (Pearson correlation r=0.90-0.96) (
TABLE-US-00004 TABLE 4 The host proteins with the highest discrimination power between controls, sub-lethal dose- and lethal-dose Rickettsia conorii infection. Three experimental groups: sub-lethal dose (SLD, n = 6), lethal-dose (LD, n = 3), and control (n = 5). The abundance levels in the plasma that were significantly changed by Rickettsia conorii infection were highlighted in red (elevated) and green (decreased). FC, fold change. log10 Protein names Accession # Gene names Log2 FC p-value SLD vs Control Serum amyloid A-2 protein P05367 Saa2 11.26 13.76 Serum amyloid A-1 protein P05366 Saa1 10.02 9.34 Proteoglycan 4 Q9JM99 Prg4 9.35 9.77 Haptoglobin Q61646 Hp 8.97 10.12 Neutrophil gelatinase-associated lipocalin P11672 Lcn2 8.70 7.38 Band 3 anion transport protein P04919 Slc4a1 8.42 6.59 Serum amyloid A-3 protein P04918 Saa3 8.22 7.00 Monocyte differentiation antigen CD14 P10810 Cd14 8.04 8.00 Alpha-1-acid glycoprotein 2 P07361 Orm2 7.75 11.05 Chymotrypsinogen B Q9CR35 Ctrb1 7.05 4.76 Glycosylation-dependent cell adhesion molecule 1 Q02596 Glycam1 3.97 3.31 Major urinary protein 2 P11589 Mup2 4.33 7.12 Thrombospondin-1 P35441 Thbs1 4.41 2.99 Alpha-1B-glycoprotein Q19LI2 A1bg 4.43 6.46 Receptor-type tyrosine-protein phosphatase N2 P80560 Ptprn2 4.77 5.47 Major urinary protein 4 P11590 Mup4 5.20 4.17 Major urinary proteins 11 and 8 P04938 Mup8 6.70 4.49 LD vs. Control Serum amyloid A-2 protein P05367 Saa2 13.28 9.65 Serum amyloid A-1 protein P05366 Saa1 11.79 6.29 Serum amyloid A-3 protein P04918 Saa3 10.91 5.15 Neutrophil gelatinase-associated lipocalin P11672 Lcn2 10.56 5.05 Proteoglycan 4 Q9JM99 Prg4 9.29 6.11 Argininosuccinate synthase P16460 Ass1 9.29 5.88 Band 3 anion transport protein P04919 Slc4a1 9.25 5.40 Heat shock protein HSP 90-alpha P07901 Hsp90aa1 9.15 5.51 Triosephosphate isomerase P17751 Tpi1 8.60 3.71 Major urinary proteins 11 and 8 P04938 Mup8 6.42 3.93 Alpha-1B-glycoprotein Q19LI2 A1bg 6.63 5.65 Major urinary protein 2 P11589 Mup2 7.00 5.52 Insulin-like growth factor-binding protein complex acid labile subunit P70389 Igfals 7.12 3.47 LD vs. SLD Uteroglobin Q06318 Scgb1a1 7.19 3.38 Creatine kinase M-type P07310 Ckrn 5.91 3.43 Plasminogen activator inhibitor 1 P22777 Serpine1 5.43 4.84 Cytosolic 10-formyltetrahydrofolate dehydrogenase Q8R0Y6 Aldh1l1 5.37 4.03 Histone H4 P62806 Hist1h4a 5.26 3.80 Argininosuccinate lyase Q91YI0 Asl 5.22 3.28 Inorganic pyrophosphatase Q9D819 Ppa1 5.18 4.12 Adenylyl cyclase-associated protein 1 P40124 Cap1 5.17 2.56 Estradiol 17 beta-dehydrogenase 5 P70694 Akr1c6 5.03 2.23 Nicotinate-nucleotide pyrophosphorylase [carboxylating] Q91X91 Qprt 5.01 3.24 Ribonuclease UK114 P52760 Hrsp12 5.01 2.10 Tubulin beta-4B chain P68372 Tubb4b 4.93 4.91 Chymotrypsin-like elastase family member 3B Q9CQ52 Cela3b 4.30 3.67 Anionic trypsin-2 P07146 Prss2 4.55 2.33 Insulin-like growth factor-binding protein complex acid labile subunit P70389 Igfals 4.68 2.96 Carboxypeptidase A1 Q7TPZ8 Cpa1 5.38 3.35 PI fold-containing family A member 2 P07743 Bpifa2 5.67 6.69
[0106] Unsupervised hierarchical clustering of these 397 proteins identified three clusters (
[0107] A principal component analysis (PCA) of the 397 significantly changed proteins yielded quantitative separation among the animals in the SLD, LD, and uninfected control groups (
[0108] Several protein markers were selected including Saa1/2/3, Lcn2, Ckm, Albg, and Mup8 for further validation with quantitative SID-SRM-MS assays. As shown in
[0109] SID-parallel reaction monitoring (PRM)-MS analysis of rickettsia RC0497 protein in mouse plasma. In the analysis of the plasma proteome of the animals infected with R. conorii, no rickettsial protein was identified, including RC0497, probably due to their low-abundance in the mouse plasma. To increase the sensitivity of detection, a targeted SID-PRM assay was developed for RC0497. The stable isotope labeled RC0497 signature peptide LLLSLDSTGE[K(.sup.13C.sub.6,.sup.15N.sub.2)] of RC0497 was used to determine the best PRM transitions for this peptide (
[0110] Conservation of RC0497 in major spotted fever group rickettsiae. In this study, RC0497 was identified in the conditioned medium of HUVECs infected with R. conorii. To determine whether this protein was conserved in other rickettsial strains, a protein sequence alignment analysis was conducted. It was found that protein RC0497 is highly conserved across diverse rickettsial strains including R. rickettsii, the causative agent of the Rocky Mountain spotted fever (RMSF) (
[0111] Verification of RC0497 and host proteins in the serum from patients with acute rickettsiosis. Verification of the presence of RC0497 was attempted in the serum of patients with rickettsial infection with targeted MS analysis, but it was found that the level of RC0497 in the serum of patients with rickettsial infection is much lower than the in vivo model, and the sensitivity of PRM or SRM were not enough for detecting RC0497 in patients' serum. To increase the sensitivity of the assay, an immunoprecipitation (IP)-SRM assay was developed in which the RC0497 protein was captured from serum with an RC0497 specific antibody and followed by SRM analysis of the enriched protein. Because there is no commercial RC0497 antibody, a polyclonal antibody was developed that is directed against RC0497. The reactivity and specificity of the antibody against RC0497 were first examined using immunoblotting. The culture medium and cell lysate of HUVECs infected with R. conorii were collected. The presence of RC0497 in the medium and cell lysate was probed with the anti-RC0497 antibody. The culture medium and cell lysate collected from uninfected cells were used as control. As shown in
[0112] Next, 13 de-identified paired serum samples (acute and convalescent) from confirmed cases of Mediterranean spotted fever collected from discarded diagnostic material were used. Serum samples from six healthy individuals free of rickettsial infection were used as control. The diagnosis of MSF infection was made with IFA. IP-SRM-MS assay described above was used to measure the abundance of RC0497 in these samples. As shown in
[0113] Also, SRM assays were developed for human host proteins SAA1 and SAA2. Both proteins were significantly up-regulated in the serum of mice infected with R. conorii. The level of these two proteins was measured in the paired human serum collected during the acute phase and convalescence of R. conorii infection. As shown in