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1.
Sensors (Basel) ; 24(12)2024 Jun 10.
Article in English | MEDLINE | ID: mdl-38931556

ABSTRACT

This paper reports a rapid and sensitive sensor for the detection and quantification of the COVID-19 N-protein (N-PROT) via an electrochemical mechanism. Single-frequency electrochemical impedance spectroscopy was used as a transduction method for real-time measurement of the N-PROT in an immunosensor system based on gold-conjugate-modified carbon screen-printed electrodes (Cov-Ag-SPE). The system presents high selectivity attained through an optimal stimulation signal composed of a 0.0 V DC potential and 10 mV RMS-1 AC signal at 100 Hz over 300 s. The Cov-Ag-SPE showed a log response toward N-PROT detection at concentrations from 1.0 ng mL-1 to 10.0 µg mL-1, with a 0.977 correlation coefficient for the phase (θ) variation. An ML-based approach could be created using some aspects observed from the positive and negative samples; hence, it was possible to classify 252 samples, reaching 83.0, 96.2 and 91.3% sensitivity, specificity, and accuracy, respectively, with confidence intervals (CI) ranging from 73.0 to 100.0%. Because impedance spectroscopy measurements can be performed with low-cost portable instruments, the immunosensor proposed here can be applied in point-of-care diagnostics for mass testing, even in places with limited resources, as an alternative to the common diagnostics methods.


Subject(s)
Biosensing Techniques , COVID-19 , Dielectric Spectroscopy , Gold , SARS-CoV-2 , COVID-19/diagnosis , COVID-19/virology , Biosensing Techniques/methods , Biosensing Techniques/instrumentation , Humans , SARS-CoV-2/isolation & purification , SARS-CoV-2/immunology , Dielectric Spectroscopy/instrumentation , Dielectric Spectroscopy/methods , Gold/chemistry , Electrodes , Electrochemical Techniques/methods , Electrochemical Techniques/instrumentation , Immunoassay/methods , Immunoassay/instrumentation , Coronavirus Nucleocapsid Proteins/immunology , Coronavirus Nucleocapsid Proteins/analysis , Carbon/chemistry , Phosphoproteins/analysis
2.
Arthritis Res Ther ; 26(1): 120, 2024 Jun 12.
Article in English | MEDLINE | ID: mdl-38867295

ABSTRACT

BACKGROUND: Kinases are intracellular signalling mediators and key to sustaining the inflammatory process in rheumatoid arthritis (RA). Oral inhibitors of Janus Kinase family (JAKs) are widely used in RA, while inhibitors of other kinase families e.g. phosphoinositide 3-kinase (PI3K) are under development. Most current biomarker platforms quantify mRNA/protein levels, but give no direct information on whether proteins are active/inactive. Phosphoproteome analysis has the potential to measure specific enzyme activation status at tissue level. METHODS: We validated the feasibility of phosphoproteome and total proteome analysis on 8 pre-treatment synovial biopsies from treatment-naive RA patients using label-free mass spectrometry, to identify active cell signalling pathways in synovial tissue which might explain failure to respond to RA therapeutics. RESULTS: Differential expression analysis and functional enrichment revealed clear separation of phosphoproteome and proteome profiles between lymphoid and myeloid RA pathotypes. Abundance of specific phosphosites was associated with the degree of inflammatory state. The lymphoid pathotype was enriched with lymphoproliferative signalling phosphosites, including Mammalian Target Of Rapamycin (MTOR) signalling, whereas the myeloid pathotype was associated with Mitogen-Activated Protein Kinase (MAPK) and CDK mediated signalling. This analysis also highlighted novel kinases not previously linked to RA, such as Protein Kinase, DNA-Activated, Catalytic Subunit (PRKDC) in the myeloid pathotype. Several phosphosites correlated with clinical features, such as Disease-Activity-Score (DAS)-28, suggesting that phosphosite analysis has potential for identifying novel biomarkers at tissue-level of disease severity and prognosis. CONCLUSIONS: Specific phosphoproteome/proteome signatures delineate RA pathotypes and may have clinical utility for stratifying patients for personalised medicine in RA.


Subject(s)
Arthritis, Rheumatoid , Phosphoproteins , Proteomics , Signal Transduction , Synovial Membrane , Humans , Arthritis, Rheumatoid/metabolism , Synovial Membrane/metabolism , Signal Transduction/physiology , Proteomics/methods , Female , Phosphoproteins/metabolism , Phosphoproteins/analysis , Middle Aged , Male , Adult , Aged , Proteome/analysis , Proteome/metabolism
3.
Biosens Bioelectron ; 259: 116355, 2024 Sep 01.
Article in English | MEDLINE | ID: mdl-38754196

ABSTRACT

Coronavirus disease 2019 (COVID-19) is a highly contagious illness caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), resulting in a global health crisis. The primary diagnostic method for COVID-19 is quantitative reverse transcription PCR, which is time-consuming and requires expensive instrumentation. Here, we developed an electrochemical biosensor for detecting SARS-CoV-2 biomarkers using a 3D porous polyacrylamide/polyaniline hydrogel (PPG) electrode prepared by UV photopolymerization and in situ polymerization. The electrochemical immunosensor for detecting SARS-CoV-2 N protein via the immune sandwich principle demonstrated a lower detection limit of 42 pg/mL and comparable specificity to a commercial enzyme-linked immunosorbent assay, which was additionally validated in pseudoviruses. The electrochemical sensor for hydrogen peroxide showed a low detection limit of 0.5 µM and excellent selectivity, which was further confirmed in cancer cells under oxidative stress. The biomarkers of SARS-CoV-2 were successfully detected due to the signal amplification capability provided by 3D porous electrodes and the high sensitivity of the antigen-antibody specific binding. This study introduces a novel three-dimensional electrode with great potential for the early detection of SARS-CoV-2.


Subject(s)
Biosensing Techniques , COVID-19 , Electrochemical Techniques , Electrodes , Hydrogels , Hydrogen Peroxide , Limit of Detection , SARS-CoV-2 , Hydrogen Peroxide/chemistry , SARS-CoV-2/isolation & purification , SARS-CoV-2/immunology , Humans , Biosensing Techniques/instrumentation , Biosensing Techniques/methods , COVID-19/diagnosis , COVID-19/virology , Electrochemical Techniques/instrumentation , Electrochemical Techniques/methods , Hydrogels/chemistry , Coronavirus Nucleocapsid Proteins/analysis , Coronavirus Nucleocapsid Proteins/immunology , Phosphoproteins/analysis , Immunoassay/instrumentation , Immunoassay/methods
4.
Parasite ; 31: 23, 2024.
Article in English | MEDLINE | ID: mdl-38759153

ABSTRACT

Eimeria tenella is an obligate intracellular parasite which causes great harm to the poultry breeding industry. Protein phosphorylation plays a vital role in host cell-E. tenella interactions. However, no comprehensive phosphoproteomic analyses of host cells at various phases of E. tenella infection have been published. In this study, quantitative phosphoproteomic analysis of chicken embryo DF-1 fibroblasts that were uninfected (UI) or infected with E. tenella for 6 h (PI6, the early invasion phase) or 36 h (PI36, the trophozoite development phase) was conducted. A total of 10,122 phosphopeptides matched to 3,398 host cell phosphoproteins were identified and 13,437 phosphorylation sites were identified. Of these, 491, 1,253, and 275 differentially expressed phosphorylated proteins were identified in the PI6/UI, PI36/UI, and PI36/PI6 comparisons, respectively. KEGG pathway enrichment analysis showed that E. tenella modulated host cell processes through phosphorylation, including focal adhesion, regulation of the actin cytoskeleton, and FoxO signaling to support its early invasion phase, and modulating adherens junctions and the ErbB signaling pathway to favor its trophozoite development. These results enrich the data on the interaction between E. tenella and host cells and facilitate a better understanding of the molecular mechanisms underlying host-parasite relationships.


Title: Analyse phosphoprotéomique quantitative de cellules DF-1 de poulet infectées par Eimeria tenella, par spectrométrie de masse avec marqueur de masse en tandem (TMT) et surveillance des réactions parallèles (PRM). Abstract: Eimeria tenella est un parasite intracellulaire obligatoire qui cause de graves dommages à l'industrie de l'élevage de volailles. La phosphorylation des protéines joue un rôle essentiel dans les interactions entre la cellule hôte et E. tenella. Cependant, aucune analyse phosphoprotéomique complète des cellules hôtes à différentes phases de l'infection par E. tenella n'a été publiée. Dans cette étude, une analyse phosphoprotéomique quantitative de fibroblastes DF-1 d'embryon de poulet non infectés (NI) ou infectés par E. tenella pendant 6 h (PI6, la phase d'invasion précoce) ou 36 h (PI36, la phase de développement des trophozoïtes) a été réalisée. Un total de 10 122 phosphopeptides correspondant à 3 398 phosphoprotéines de cellules hôtes ont été identifiés et 13 437 sites de phosphorylation ont été identifiés. Parmi celles-ci, 491, 1 253 et 275 protéines différentiellement phosphorylées exprimées ont été identifiées respectivement dans les comparaisons PI6/NI, PI36/NI et PI36/PI6. L'analyse d'enrichissement de la voie KEGG a montré qu'E. tenella modulait les processus de la cellule hôte par phosphorylation, y compris l'adhésion focale, la régulation du cytosquelette d'actine et la signalisation FoxO, pour aider sa phase d'invasion précoce, et la modulation des jonctions adhérentes et de la voie de signalisation ErbB pour favoriser le développement de son trophozoïte. Ces résultats enrichissent les données sur l'interaction entre E. tenella et les cellules hôtes et facilitent une meilleure compréhension des mécanismes moléculaires sous-jacents aux relations hôtes­parasites.


Subject(s)
Chickens , Eimeria tenella , Fibroblasts , Phosphoproteins , Proteomics , Tandem Mass Spectrometry , Animals , Eimeria tenella/physiology , Chickens/parasitology , Proteomics/methods , Phosphoproteins/analysis , Phosphoproteins/metabolism , Phosphorylation , Fibroblasts/parasitology , Cell Line , Poultry Diseases/parasitology , Host-Parasite Interactions , Coccidiosis/parasitology , Coccidiosis/veterinary , Chick Embryo , Signal Transduction
5.
Acc Chem Res ; 57(9): 1372-1383, 2024 05 07.
Article in English | MEDLINE | ID: mdl-38590049

ABSTRACT

The COVID-19 pandemic further demonstrated the need for usable, reliable, and cost-effective point-of-care diagnostics that can be broadly deployed, ideally for self-testing at home. Antigen tests using more-detectable reporter labels (usually at the cost of reader complexity) achieve better diagnostic sensitivity, supporting the value of higher-analytical-sensitivity reporter technologies in lateral flow.We developed a new approach to simple, inexpensive lateral flow assays (LFAs) of great sensitivity, based on the glow stick peroxyoxalate chemistry widely used in emergency settings and in children's toys. At the peak of the COVID-19 pandemic, we had the opportunity to participate in the pandemic-driven NIH Rapid Acceleration of Diagnostics (RADx) initiative aiming to develop a deployable lateral flow diagnostic for SARS-CoV-2 nucleoprotein based on our novel glow stick-inspired light-emitting reporter technology. During this project, we screened more than 250 antibody pairs for analytical sensitivity and specificity directly in LFA format, using recombinant nucleoprotein and then gamma-irradiated virions spiked into negative nasal swab extracts. Membranes and other LFA materials and swabs and extraction reagent components also were screened and selected. Optimization of conjugate preparation and spraying as well as pretreatment/conditioning of the sample pad led to the final optimized LFA strip. Technology development also included optimization of excitation liquid enclosed in disposable droppers, design of a custom cartridge and smartphone-based reader, and app development, even a prototype reader usable with any mobile phone. Excellent preclinical performance was first demonstrated with contrived samples and then with leftover clinical samples. Moving beyond traditional academic focus areas, we were able to establish a quality management system (QMS), produce large numbers of customized LFA cassettes by contract injection molding, build in-house facilities to assemble and store thousands of complete tests for verification and validation and usability studies, and source kitting/packaging services and quality standard reagents and build partnerships for clinical translation, regulatory guidance, scale up, and market deployment. We were not able to bring this early stage technology to the point of commercialization within the limited time and resources available, but we did achieve strong proof-of-concept and advance translational aspects of the platform including initial high-performance LFAs, reading by the iPhone app using only a $2 plastic dark box with no lens, and convenient, usable excitation liquid packaging in droppers manufacturable in very large numbers.In this Account, we aim to provide a concise overview of our 18-month sprint toward the practical development of a deployable antigen lateral flow assay under pandemic conditions and the challenges and successes experienced by our team. We highlight what it takes to coach a technically savvy but commercially inexperienced academic team through the accelerated translation of an early stage technology into a useful product. Finally, we provide a guided tutorial and workflow to empower others interested in the rapid development of translatable LFAs.


Subject(s)
COVID-19 , SARS-CoV-2 , COVID-19/diagnosis , COVID-19/virology , Humans , SARS-CoV-2/isolation & purification , Point-of-Care Testing , COVID-19 Serological Testing/methods , Phosphoproteins/analysis , Phosphoproteins/metabolism , Coronavirus Nucleocapsid Proteins/analysis , COVID-19 Testing/methods
6.
Comput Biol Med ; 174: 108391, 2024 May.
Article in English | MEDLINE | ID: mdl-38613887

ABSTRACT

BACKGROUND: Liquid chromatography-mass spectrometry (LC-MS)-based quantitative phosphoproteomics has been widely used to detect thousands of protein phosphorylation modifications simultaneously from the biological specimens. However, the complicated procedures for analyzing phosphoproteomics data has become a bottleneck to widening its application. METHODS: Here, we develop PhosMap, a versatile and scalable tool to accomplish phosphoproteomics data analysis. A standardized phosphorylation data format was created for data analyses, from data preprocessing to downstream bioinformatic analyses such as dimension reduction, differential phosphorylation analysis, kinase activity, survival analysis, and so on. For better usability, we distribute PhosMap as a Docker image for easy local deployment upon any of Windows, Linux, and Mac system. RESULTS: The source code is deposited at https://github.com/BADD-XMU/PhosMap. A free PhosMap webserver (https://huggingface.co/spaces/Bio-Add/PhosMap), with easy-to-follow fashion of dashboards, is curated for interactive data analysis. CONCLUSIONS: PhosMap fills the technical gap of large-scale phosphorylation research by empowering researchers to process their own phosphoproteomics data expediently and efficiently, and facilitates better data interpretation.


Subject(s)
Computational Biology , Phosphoproteins , Proteomics , Software , Proteomics/methods , Phosphoproteins/analysis , Phosphoproteins/metabolism , Computational Biology/methods , Humans , Phosphorylation , Mass Spectrometry/methods , Chromatography, Liquid/methods
7.
Methods Mol Biol ; 2787: 293-303, 2024.
Article in English | MEDLINE | ID: mdl-38656498

ABSTRACT

Phosphopeptide enrichment is the main bottleneck of every phosphorylation study. Therefore, in this chapter, a general workflow tries to overbridge the hurdles of plant sample handling from sample collection to protein extraction, protein solubilization, enzymatic digestion, and enrichment step prior to mass spectrometry. The workflow provides information to perform global proteomics as well as phosphoproteomics enabling the researcher to use the protocol in both fields.


Subject(s)
Mass Spectrometry , Phosphopeptides , Phosphoproteins , Plant Proteins , Proteomics , Phosphopeptides/analysis , Phosphopeptides/isolation & purification , Proteomics/methods , Phosphoproteins/analysis , Phosphoproteins/isolation & purification , Plant Proteins/analysis , Plant Proteins/isolation & purification , Mass Spectrometry/methods , Phosphorylation , Plants/chemistry , Plants/metabolism , Workflow , Proteome/analysis
8.
Anal Methods ; 16(17): 2740-2750, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38634326

ABSTRACT

Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infections have affected more than 769 million individuals worldwide over the last few years. Although the pandemic is transitioning into an endemic, the COVID-19 outbreak is still a global concern. A rapid screening platform is needed for effective preventive and control measures. Herein, a visual rapid lateral flow platform for SARS-CoV-2 nucleocapsid protein detection is developed. Under optimal conditions, the system demonstrated good detection sensitivity and selectivity against tested respiratory viruses. The system provides direct visual detection with a limit of 0.7 ng of the nucleocapsid protein per mL of a sample (0.7 ng mL-1) within 15 minutes. Further, a correlation between direct visual detection and semi-quantitative analysis using a reader showed a similar detection limit (R2 = 0.9571). The repeatability and reproducibility studies highlighted the potential of the system for the rapid screening of SARS-CoV-2 infection, with variations within 5% and 10% at high and low protein concentrations, respectively. Subsequent pre-clinical validation to correlate the performance with the standard molecular approach (RT-PCR) using 170 nasopharyngeal swabs demonstrated 98% estimated sensitivity (95% CI, 89.35-99.95%) and 100% specificity (95% CI, 96.38-100%). The positive and negative predictive values were reported to be 100% and 99%, respectively, with an accuracy of 99.3%. With high viral load samples (Ct value ≤25, n = 47), the system demonstrated 100% detection sensitivity and specificity. The proposed technique provides a valuable platform for potential use in rapid screening, particularly during pandemics, where diagnostic capacity and mass screening are crucial.


Subject(s)
COVID-19 , SARS-CoV-2 , SARS-CoV-2/isolation & purification , COVID-19/diagnosis , Humans , Coronavirus Nucleocapsid Proteins , Reproducibility of Results , Phosphoproteins/analysis , Limit of Detection , Sensitivity and Specificity
9.
Anal Methods ; 16(16): 2597-2605, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38618693

ABSTRACT

The highly infectious characteristics of coronavirus disease 2019 (COVID-19), which is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), highlight the necessity of sensitive and rapid nucleocapsid (N) protein-based antigen testing for early triage and epidemic management. In this study, a colorimetric and photothermal dual-mode lateral flow immunoassay (LFIA) platform for the rapid and sensitive detection of the SARS-CoV-2 N protein was developed based on gold nanorods (GNRs), which possessed tunable local surface plasma resonance (LSPR) absorption peaks from UV-visible to near-infrared (NIR). The LSPR peak was adjusted to match the NIR emission laser 808 nm by controlling the length-to-diameter ratio, which could maximize the photothermal conversion efficiency and achieve photothermal detection signal amplification. Qualitative detection of SARS-CoV-2 N protein was achieved by observing the strip color, and the limit of detection was 2 ng mL-1, while that for photothermal detection was 0.096 ng mL-1. Artificial saliva samples spiked with the N protein were analyzed with the recoveries ranging from 84.38% to 107.72%. The intra-assay and inter-assay coefficients of variation were 6.76% and 10.39%, respectively. We further evaluated the reliability of this platform by detecting 40 clinical samples collected from nasal swabs, and the results matched well with that of nucleic acid detection (87.5%). This method shows great promise in early disease diagnosis and screening.


Subject(s)
COVID-19 , Colorimetry , Coronavirus Nucleocapsid Proteins , Gold , Nanotubes , SARS-CoV-2 , Gold/chemistry , Nanotubes/chemistry , SARS-CoV-2/immunology , Colorimetry/methods , Humans , COVID-19/diagnosis , Immunoassay/methods , Coronavirus Nucleocapsid Proteins/immunology , Coronavirus Nucleocapsid Proteins/chemistry , Limit of Detection , Infrared Rays , Phosphoproteins/analysis , Phosphoproteins/chemistry , Phosphoproteins/immunology
11.
Mol Cell Proteomics ; 23(5): 100762, 2024 May.
Article in English | MEDLINE | ID: mdl-38608839

ABSTRACT

Protein post-translational modifications (PTMs) are crucial in plant cellular processes, particularly in protein folding and signal transduction. N-glycosylation and phosphorylation are notably significant PTMs, playing essential roles in regulating plant responses to environmental stimuli. However, current sequential enrichment methods for simultaneous analysis of phosphoproteome and N-glycoproteome are labor-intensive and time-consuming, limiting their throughput. Addressing this challenge, this study introduces a novel tandem S-Trap-IMAC-HILIC (S-Trap: suspension trapping; IMAC: immobilized metal ion affinity chromatography; HILIC: hydrophilic interaction chromatography) strategy, termed TIMAHAC, for simultaneous analysis of plant phosphoproteomics and N-glycoproteomics. This approach integrates IMAC and HILIC into a tandem tip format, streamlining the enrichment process of phosphopeptides and N-glycopeptides. The key innovation lies in the use of a unified buffer system and an optimized enrichment sequence to enhance efficiency and reproducibility. The applicability of TIMAHAC was demonstrated by analyzing the Arabidopsis phosphoproteome and N-glycoproteome in response to abscisic acid (ABA) treatment. Up to 1954 N-glycopeptides and 11,255 phosphopeptides were identified from Arabidopsis, indicating its scalability for plant tissues. Notably, distinct perturbation patterns were observed in the phosphoproteome and N-glycoproteome, suggesting their unique contributions to ABA response. Our results reveal that TIMAHAC offers a comprehensive approach to studying complex regulatory mechanisms and PTM interplay in plant biology, paving the way for in-depth investigations into plant signaling networks.


Subject(s)
Arabidopsis , Chromatography, Affinity , Phosphoproteins , Proteomics , Workflow , Proteomics/methods , Arabidopsis/metabolism , Phosphoproteins/metabolism , Phosphoproteins/analysis , Chromatography, Affinity/methods , Arabidopsis Proteins/metabolism , Glycopeptides/metabolism , Glycopeptides/analysis , Hydrophobic and Hydrophilic Interactions , Protein Processing, Post-Translational , Proteome/metabolism , Phosphorylation , Phosphopeptides/metabolism , Phosphopeptides/analysis , Tandem Mass Spectrometry , Plant Proteins/metabolism
12.
Mol Cell Proteomics ; 23(5): 100754, 2024 May.
Article in English | MEDLINE | ID: mdl-38548019

ABSTRACT

Improving coverage, robustness, and sensitivity is crucial for routine phosphoproteomics analysis by single-shot liquid chromatography-tandem mass spectrometry (LC-MS/MS) from minimal peptide inputs. Here, we systematically optimized key experimental parameters for automated on-bead phosphoproteomics sample preparation with a focus on low-input samples. Assessing the number of identified phosphopeptides, enrichment efficiency, site localization scores, and relative enrichment of multiply-phosphorylated peptides pinpointed critical variables influencing the resulting phosphoproteome. Optimizing glycolic acid concentration in the loading buffer, percentage of ammonium hydroxide in the elution buffer, peptide-to-beads ratio, binding time, sample, and loading buffer volumes allowed us to confidently identify >16,000 phosphopeptides in half-an-hour LC-MS/MS on an Orbitrap Exploris 480 using 30 µg of peptides as starting material. Furthermore, we evaluated how sequential enrichment can boost phosphoproteome coverage and showed that pooling fractions into a single LC-MS/MS analysis increased the depth. We also present an alternative phosphopeptide enrichment strategy based on stepwise addition of beads thereby boosting phosphoproteome coverage by 20%. Finally, we applied our optimized strategy to evaluate phosphoproteome depth with the Orbitrap Astral MS using a cell dilution series and were able to identify >32,000 phosphopeptides from 0.5 million HeLa cells in half-an-hour LC-MS/MS using narrow-window data-independent acquisition (nDIA).


Subject(s)
Phosphopeptides , Phosphoproteins , Proteomics , Tandem Mass Spectrometry , Phosphopeptides/analysis , Phosphopeptides/metabolism , Proteomics/methods , Humans , Tandem Mass Spectrometry/methods , Chromatography, Liquid/methods , Phosphoproteins/metabolism , Phosphoproteins/analysis , HeLa Cells , Proteome/analysis , Phosphorylation , Automation
13.
J Cyst Fibros ; 23(2): 288-292, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38413298

ABSTRACT

BACKGROUND: Short palate, lung, and nasal epithelium clone 1 (SPLUNC1) is an innate defence protein that acts as an anti-microbial agent and regulates airway surface liquid volume through inhibition of the epithelial sodium channel (ENaC). SPLUNC1 levels were found to be reduced in airway secretions of adults with cystic fibrosis (CF). The potential of SPLUNC1 as a biomarker in children with CF is unknown. METHODS: We quantified SPLUNC1, interleukin-8 (IL-8) and neutrophil elastase (NE) in sputum of CF children treated with either intravenous antibiotics or oral antibiotics for a pulmonary exacerbation (PEx)s, and in participants of a prospective cohort of CF children with preserved lung function on spirometry, followed over a period of two years. RESULTS: Sputum SPLUNC1 levels were significantly lower before compared to after intravenous and oral antibiotic therapy for PEx. In the longitudinal cohort, SPLUNC1 levels were found to be decreased at PEx visits compared to both previous and subsequent stable visits. Higher SPLUNC1 levels at stable visits were associated with longer PEx-free time (hazard ratio 0.85, p = 0.04). SPLUNC1 at PEx visits did not correlate with IL-8 or NE levels in sputum or forced expiratory volume in one second (FEV1) but did correlate with the lung clearance index (LCI) (r=-0.53, p < 0.001). CONCLUSION: SPLUNC1 demonstrates promising clinometric properties as a biomarker of PEx in children with CF.


Subject(s)
Biomarkers , Cystic Fibrosis , Glycoproteins , Interleukin-8 , Phosphoproteins , Sputum , Humans , Cystic Fibrosis/physiopathology , Cystic Fibrosis/drug therapy , Biomarkers/analysis , Biomarkers/metabolism , Male , Female , Child , Sputum/metabolism , Glycoproteins/metabolism , Glycoproteins/analysis , Phosphoproteins/metabolism , Phosphoproteins/analysis , Interleukin-8/metabolism , Interleukin-8/analysis , Anti-Bacterial Agents/administration & dosage , Anti-Bacterial Agents/therapeutic use , Prospective Studies , Leukocyte Elastase/metabolism , Leukocyte Elastase/analysis , Adolescent , Disease Progression , Respiratory Function Tests/methods
14.
Clin Chem Lab Med ; 62(6): 1206-1216, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38253336

ABSTRACT

OBJECTIVES: Many reverse transcription polymerase chain reaction (RT-PCR) methods exist that can detect SARS-CoV-2 RNA in different matrices. RT-PCR is highly sensitive, although viral RNA may be detected long after active infection has taken place. SARS-CoV-2 proteins have shorter detection windows hence their detection might be more meaningful. Given salivary droplets represent a main source of transmission, we explored the detection of viral RNA and protein using four different detection platforms including SISCAPA peptide immunoaffinity liquid chromatography-mass spectrometry (SISCAPA-LC-MS) using polyclonal capture antibodies. METHODS: The SISCAPA-LC MS method was compared to RT-PCR, RT-loop-mediated isothermal amplification (RT-LAMP), and a lateral flow rapid antigen test (RAT) for the detection of virus material in the drool saliva of 102 patients hospitalised after infection with SARS-CoV-2. Cycle thresholds (Ct) of RT-PCR (E gene) were compared to RT-LAMP time-to-positive (TTP) (NE and Orf1a genes), RAT optical densitometry measurements (test line/control line ratio) and to SISCAPA-LC-MS for measurements of viral protein. RESULTS: SISCAPA-LC-MS showed low sensitivity (37.7 %) but high specificity (89.8 %). RAT showed lower sensitivity (24.5 %) and high specificity (100 %). RT-LAMP had high sensitivity (83.0 %) and specificity (100.0 %). At high initial viral RNA loads (<20 Ct), results obtained using SISCAPA-LC-MS correlated with RT-PCR (R2 0.57, p-value 0.002). CONCLUSIONS: Detection of SARS-CoV-2 nucleoprotein in saliva was less frequent than the detection of viral RNA. The SISCAPA-LC-MS method allowed processing of multiple samples in <150 min and was scalable, enabling high throughput.


Subject(s)
COVID-19 , Mass Spectrometry , Molecular Diagnostic Techniques , RNA, Viral , SARS-CoV-2 , Saliva , Humans , Saliva/virology , Saliva/chemistry , SARS-CoV-2/isolation & purification , SARS-CoV-2/immunology , SARS-CoV-2/genetics , COVID-19/diagnosis , COVID-19/virology , RNA, Viral/analysis , Mass Spectrometry/methods , Nucleic Acid Amplification Techniques/methods , Reverse Transcriptase Polymerase Chain Reaction/methods , Male , Sensitivity and Specificity , Female , Middle Aged , Phosphoproteins/analysis , Phosphoproteins/immunology , Coronavirus Nucleocapsid Proteins/analysis , Coronavirus Nucleocapsid Proteins/immunology , Antigens, Viral/analysis , Antigens, Viral/immunology , Adult , Chromatography, Liquid/methods
15.
Anal Chem ; 96(3): 1223-1231, 2024 01 23.
Article in English | MEDLINE | ID: mdl-38205554

ABSTRACT

Oral squamous cell carcinoma (OSCC) has become a global health problem due to its increasing incidence and high mortality rate. Early intervention through monitoring of the diagnostic biomarker levels during OSCC treatment is critical. Extracellular vesicles (EVs) are emerging surrogates in intercellular communication through transporting biomolecule cargo and have recently been identified as a potential source of biomarkers such as phosphoproteins for many diseases. Here, we developed a multiple reaction monitoring cubed (MRM3) method coupled with a novel sample preparation strategy, extracellular vesicles to phosphoproteins (EVTOP), to quantify phosphoproteins using a minimal amount of saliva (50 µL) samples from OSCC patients with high specificity and sensitivity. Our results established differential patterns in the phosphopeptide content of healthy, presurgery, and postsurgery OSCC patient groups. Notably, we discovered significantly increased salivary phosphorylated alpha-amylase (AMY) in the postsurgery group compared to the presurgery group. We hereby present the first targeted MS method with extremely high sensitivity for measuring endogenous phosphoproteins in human saliva EVs.


Subject(s)
Carcinoma, Squamous Cell , Extracellular Vesicles , Head and Neck Neoplasms , Mouth Neoplasms , Humans , Carcinoma, Squamous Cell/diagnosis , Biomarkers, Tumor/analysis , Saliva/chemistry , Mouth Neoplasms/diagnosis , Extracellular Vesicles/pathology , Squamous Cell Carcinoma of Head and Neck , Phosphoproteins/analysis
16.
J Biol Chem ; 300(1): 105566, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38103643

ABSTRACT

Macrophages play critical roles in inflammation and tissue homeostasis, and their functions are regulated by various autocrine, paracrine, and endocrine factors. We have previously shown that CTRP6, a secreted protein of the C1q family, targets both adipocytes and macrophages to promote obesity-linked inflammation. However, the gene programs and signaling pathways directly regulated by CTRP6 in macrophages remain unknown. Here, we combine transcriptomic and phosphoproteomic analyses to show that CTRP6 activates inflammatory gene programs and signaling pathways in mouse bone marrow-derived macrophages (BMDMs). Treatment of BMDMs with CTRP6 upregulated proinflammatory, and suppressed the antiinflammatory, gene expression. We also showed that CTRP6 activates p44/42-MAPK, p38-MAPK, and NF-κB signaling pathways to promote inflammatory cytokine secretion from BMDMs, and that pharmacologic inhibition of these signaling pathways markedly attenuated the effects of CTRP6. Pretreatment of BMDMs with CTRP6 also sensitized and potentiated the BMDMs response to lipopolysaccharide (LPS)-induced inflammatory signaling and cytokine secretion. Consistent with the metabolic phenotype of proinflammatory macrophages, CTRP6 treatment induced a shift toward aerobic glycolysis and lactate production, reduced oxidative metabolism, and elevated mitochondrial reactive oxygen species production in BMDMs. Importantly, in accordance with our in vitro findings, BMDMs from CTRP6-deficient mice were less inflammatory at baseline and showed a marked suppression of LPS-induced inflammatory gene expression and cytokine secretion. Finally, loss of CTRP6 in mice also dampened LPS-induced inflammation and hypothermia. Collectively, our findings suggest that CTRP6 regulates and primes the macrophage response to inflammatory stimuli and thus may have a role in modulating tissue inflammatory tone in different physiological and disease contexts.


Subject(s)
Adipokines , Gene Expression Profiling , Inflammation , Lipopolysaccharides , Macrophages , Phosphoproteins , Proteomics , Animals , Mice , Adipokines/deficiency , Adipokines/genetics , Adipokines/metabolism , Bone Marrow Cells/cytology , Cytokines/metabolism , Glycolysis , Hypothermia/complications , Inflammation/complications , Inflammation/genetics , Inflammation/immunology , Inflammation/metabolism , Lactic Acid/biosynthesis , Lipopolysaccharides/immunology , Macrophages/cytology , Macrophages/immunology , Macrophages/metabolism , Mice, Inbred C57BL , Mitogen-Activated Protein Kinase 1/metabolism , Mitogen-Activated Protein Kinase 3/metabolism , NF-kappa B/metabolism , Phosphoproteins/analysis , Phosphoproteins/metabolism , Signal Transduction , Reactive Oxygen Species/metabolism
17.
Expert Rev Proteomics ; 20(12): 469-482, 2023.
Article in English | MEDLINE | ID: mdl-38116637

ABSTRACT

INTRODUCTION: Protein phosphorylation is a critical post-translational modification involved in the regulation of numerous cellular processes from signal transduction to modulation of enzyme activities. Knowledge of dynamic changes of phosphorylation levels during biological processes, under various treatments or between healthy and disease models is fundamental for understanding the role of each phosphorylation event. Thereby, LC-MS/MS based technologies in combination with quantitative proteomics strategies evolved as a powerful strategy to investigate the function of individual protein phosphorylation events. AREAS COVERED: State-of-the-art labeling techniques including stable isotope and isobaric labeling provide precise and accurate quantification of phosphorylation events. Here, we review the strengths and limitations of recent quantification methods and provide examples based on current studies, how quantitative phosphoproteomics can be further optimized for enhanced analytic depth, dynamic range, site localization, and data integrity. Specifically, reducing the input material demands is key to a broader implementation of quantitative phosphoproteomics, not least for clinical samples. EXPERT OPINION: Despite quantitative phosphoproteomics is one of the most thriving fields in the proteomics world, many challenges still have to be overcome to facilitate even deeper and more comprehensive analyses as required in the current research, especially at single cell levels and in clinical diagnostics.


Subject(s)
Protein Processing, Post-Translational , Tandem Mass Spectrometry , Humans , Chromatography, Liquid , Phosphorylation , Liquid Chromatography-Mass Spectrometry , Phosphopeptides/metabolism , Phosphoproteins/analysis
18.
Adv Clin Chem ; 112: 119-153, 2023.
Article in English | MEDLINE | ID: mdl-36642482

ABSTRACT

We are currently experiencing a rapidly developing era in terms of translational and clinical medical sciences. The relatively mature state of nucleic acid examination has significantly improved our understanding of disease mechanism and therapeutic potential of personalized treatment, but misses a large portion of phenotypic disease information. Proteins, in particular phosphorylation events that regulates many cellular functions, could provide real-time information for disease onset, progression and treatment efficacy. The technical advances in liquid chromatography and mass spectrometry have realized large-scale and unbiased proteome and phosphoproteome analyses with disease relevant samples such as tissues. However, tissue biopsy still has multiple shortcomings, such as invasiveness of sample collection, potential health risk for patients, difficulty in protein preservation and extreme heterogeneity. Recently, extracellular vesicles (EVs) have offered a great promise as a unique source of protein biomarkers for non-invasive liquid biopsy. Membranous EVs provide stable preservation of internal proteins and especially labile phosphoproteins, which is essential for effective routine biomarker detection. To aid efficient EV proteomic and phosphoproteomic analyses, recent developments showcase clinically-friendly EV techniques, facilitating diagnostic and therapeutic applications. Ultimately, we envision that with streamlined sample preparation from tissues and EVs proteomics and phosphoproteomics analysis will become routine in clinical settings.


Subject(s)
Extracellular Vesicles , Tandem Mass Spectrometry , Humans , Proteomics/methods , Extracellular Vesicles/metabolism , Chromatography, Liquid/methods , Phosphoproteins/analysis , Phosphoproteins/chemistry , Phosphoproteins/metabolism , Biomarkers/analysis , Proteome/analysis
19.
J Proteomics ; 271: 104768, 2023 01 16.
Article in English | MEDLINE | ID: mdl-36336261

ABSTRACT

Liver fibrosis (LF), commonly associated with chronic liver diseases, is a major public health problem worldwide. Protein phosphorylation is not only an important form of protein modification in organisms but also the most important mechanism to regulate and control the activity and function of proteins, affecting the occurrence and development of many diseases. However, comprehensive phosphoproteomic profiling in LF has not been fully elucidated. In this study, data-independent acquisition (DIA) was used to analyse the phosphoproteomics of mice with LF. A total of 553 phosphopeptides (representing 440 phosphoproteins) had significant phosphorylation levels. Among these phosphoproteins, 49 were upregulated and 401 were downregulated, and 5 phosphoserine (P-Ser) motifs and 2 phosphothreonine (P-Thr) motifs were conserved in LF. GO and KEGG pathway enrichment analyses identified 769 significant GO terms and 49 significant KEGG pathways. Four phosphorylated proteins were selected for parallel reaction monitoring (PRM) verification, and the results were consistent with DIA data. Together, there were significantly different phosphoproteomic profiles in LF, suggesting that protein phosphorylation was related to the occurrence and progression of LF, which could pave the way for further investigation into the related regulatory mechanisms. SIGNIFICANCE: LF is a necessary stage in the development of chronic liver disease to liver cirrhosis and has attracted wide attention. To the best of our knowledge, there are few reports on the phosphorylated proteomics of LF. In this study, DIA and PRM techniques were used to study the liver tissue of mice induced by CCl4. The results showed that phosphorylation had a significant effect on the activity and function of proteins, and the PRM results were consistent with the trend observed in DIA analysis. This study will help to better reveal the relationship of phosphorylated proteins in LF and lay a foundation for further study of related regulatory mechanisms.


Subject(s)
Phosphopeptides , Proteomics , Animals , Mice , Phosphopeptides/analysis , Proteomics/methods , Mass Spectrometry/methods , Phosphoproteins/analysis , Phosphorylation , Liver Cirrhosis
20.
J Med Invest ; 69(3.4): 217-223, 2022.
Article in English | MEDLINE | ID: mdl-36244772

ABSTRACT

Aging induces pathological cardiovascular changes such as cardiac dysfunction and arteriosclerosis. With aging, heart cells, especially, become more susceptible to lethal damage. In this report, we tried to understand the precise mechanism of myocardial change resulting from aging by examining the heart proteome in aging mice using two-dimensional gel electrophoresis (2DE). The proteins were stained with fluorescence dyes (SYPRO Ruby and Pro-Q Diamond) and identified by subsequent MALDI-TOF-MS / MS. As a result, markedly altered levels of 14 proteins and 7 phosphoproteins were detected in the hearts of 3-, 7-, 11-, and 20-month-old mice. The functions of these identified proteins and phosphoproteins were energy metabolism, muscle contraction, glycolysis, and cytoskeletal support. Additionally, the results of Western blotting confirmed changes in the expression of FTH, CPNE5, and SUCLA2. These findings showed that aging modified the expression of proteins and phosphoproteins in the heart. We suggest that changes in the expression of these proteins are critical to the development of cardiac dysfunction resulting from aging. J. Med. Invest. 69 : 217-223, August, 2022.


Subject(s)
Heart Diseases , Proteomics , Aging , Animals , Diamond , Electrophoresis, Gel, Two-Dimensional/methods , Fluorescent Dyes , Mice , Phosphoproteins/analysis , Phosphoproteins/metabolism , Proteome/analysis , Proteome/metabolism , Proteomics/methods , Tandem Mass Spectrometry
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