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1.
J Proteomics ; 303: 105214, 2024 Jul 15.
Article in English | MEDLINE | ID: mdl-38823442

ABSTRACT

Small ORF-encoded peptides (SEPs) are a class of low molecular weight proteins and peptides comprising <100 amino acids with important functions in various life activities. Although the sequence length is short, SEPs might also have post-translational modification (PTM). Phosphorylation is one of the most essential PTMs of proteins. In this work, we enriched phosphopeptides with IMAC and TiO2 materials and analyzed the phosphorylated SEPs in Hep3B cells. A total of 24 phosphorylated SEPs were identified, and 11 SEPs were coded by ncRNA. For the sequence analysis, we found that the general characteristics of phosphorylated SEPs are roughly the same as canonical proteins. Besides, two phosphorylation SEPs have the Stathmin family signature 2 motif, which can regulate the microtubule cytoskeleton. Some SEPs have domains or signal peptides, indicating their specific functions and subcellular locations. Kinase network analysis found a small number of kinases that may be a clue to the specific functions of some SEPs. However, only one-fifth of the predicted phosphorylation sites were identified by LC/MS/MS, indicating that many SEP PTMs are hidden in the dark, waiting to be uncovered and verified. This study helps expand our understanding of SEP and provides information for further SEP function investigation. SIGNIFICANCE: Small ORF-encoded peptides (SEPs) are important in various life activities. Although the sequence length is short (<100AA), SEPs might also have post-translational modification (PTM). Phosphorylation is one of the most essential PTMs of proteins. We enriched phosphopeptides and analyzed the phosphorylated SEPs in Hep3B cells. That is the first time to explore the PTM of SPEs systematically. Kinase network analysis found a small number of kinases that may be a clue to the specific functions of SEPs. More SEP PTMs are hidden in the dark and waiting to be uncovered and verified. This study helps expand our understanding of SEP and provides information for further SEP function investigation.


Subject(s)
Protein Processing, Post-Translational , Tandem Mass Spectrometry , Humans , Phosphorylation , Chromatography, Liquid , Open Reading Frames , Cell Line, Tumor , Phosphopeptides/analysis , Phosphopeptides/metabolism , Proteomics/methods , Peptides/metabolism , Peptides/chemistry , Micropeptides
2.
Se Pu ; 42(6): 564-571, 2024 Jun.
Article in Chinese | MEDLINE | ID: mdl-38845517

ABSTRACT

Protein phosphorylation plays an important role in cellular signaling and disease development. Advances in mass spectrometry-based proteomics have enabled qualitative and quantitative phosphorylation studies as well as in-depth biological explorations for biomarker discovery and signaling pathway analysis. However, the dynamic changes that occur during phosphorylation and the low abundance of target analytes render direct analysis difficult because mass spectral detection offers no selectivity, unlike immunoassays such as Western blot and enzyme-linked immunosorbent assay (ELISA). The present study aimed to solve one of the key problems in the specific and efficient isolation of phosphorylated peptides. A method based on a magnetic carbon nitride composite coupled with matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS) was developed for the enrichment and analysis of phosphopeptides with low abundance in complex samples. Magnetic carbon nitride composite was synthesized and characterized by electron microscopy, infrared spectroscopy, and X-ray diffractometry. The composite showed a well-distributed two-dimensional layered structure and functional groups with excellent paramagnetic performance. Two classical phosphoproteins, namely, α- and ß-caseins, were selected as model phosphorylated samples to assess the performance of the proposed enrichment technique. The magnetic carbon nitride composite exhibited high selectivity and sensitivity for phosphopeptide enrichment. The limit of detection was determined by MALDI-TOF-MS analysis to be 0.1 fmol. The selectivity of the method was investigated using the digest mixtures of α-casein, ß-casein, and bovine serum albumin (BSA) with different mass ratios (1∶1∶1000, 1∶1∶2000, and 1∶1∶5000). Direct analysis of the samples revealed the dominance of spectral signals from the abundant peptides in BSA. After enrichment with the magnetic carbon nitride composite, the high concentration of background proteins was washed away and only the signals of the phosphopeptides were captured. The signals from the casein proteins were clearly observed with little background noise, indicating the high selectivity of the composite material. The robustness of the method was tested by assessing the reusability of the same batch of magnetic carbon nitride materials over 20 cycles of enrichment. The composite showed nearly the same enrichment ability even after several cycles of reuse, demonstrating its potential applicability for a large number of clinical samples. Finally, the method was applied to the analysis of phosphopeptides from several commonly used phosphoprotein-containing samples, including skimmed milk digest, human serum, and human saliva; these samples are significant in the analysis of food quality, disease biomarkers, and liquid biopsies for cancer. Without enrichment, no phosphopeptide was detected because of the high abundance of nonphosphopeptide materials dominating the spectral signals obtained. After pretreatment with the developed magnetic carbon nitride composite, most of the phosphosites were identified with high selectivity and sensitivity via MALDI-TOF-MS. These results revealed the practicality of the developed approach for clinical applications. In addition, our method may potentially be employed for phosphoproteomics with real complex biological samples.


Subject(s)
Nitriles , Phosphopeptides , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Phosphopeptides/analysis , Phosphopeptides/chemistry , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Nitriles/chemistry , Caseins/chemistry , Caseins/analysis , Phosphorylation , Proteomics/methods , Magnetics
3.
J Am Soc Mass Spectrom ; 35(7): 1556-1566, 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38806410

ABSTRACT

Protein phosphorylation, a common post-translational modification (PTM), is fundamental in a plethora of biological processes, most importantly in modulating cell signaling pathways. Matrix-assisted laser desorption/ionization (MALDI) coupled to tandem mass spectrometry (MS/MS) is an attractive method for phosphopeptide characterization due to its high speed, low limit of detection, and surface sampling capabilities. However, MALDI analysis of phosphopeptides is constrained by relatively low abundances in biological samples and poor relative ionization efficiencies in positive ion mode. Additionally, MALDI tends to produce singly charged ions, generally limiting the accessible MS/MS techniques that can be used for peptide sequencing. For example, collision induced dissociation (CID) is readily amendable to the analysis of singly charged ions, but results in facile loss of phosphoric acid, precluding the localization of the PTM. Electron-based dissociation methods (e.g., electron capture dissociation, ECD) are well suited for PTM localization, but require multiply charged peptide cations to avoid neutralization during ECD. Conversely, phosphopeptides are readily ionized using MALDI in negative ion mode. If the precursor ions are first formed in negative ion mode, a gas-phase charge inversion ion/ion reaction could then be used to transform the phosphopeptide anions produced via MALDI into multiply charged cations that are well-suited for ECD. Herein we demonstrate a multistep workflow combining a charge inversion ion/ion reaction that first transforms MALDI-generated phosphopeptide monoanions into multiply charged cations, and then subjects these multiply charged phosphopeptide cations to ECD for sequence determination and phosphate bond localization.


Subject(s)
Phosphopeptides , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Tandem Mass Spectrometry , Phosphopeptides/chemistry , Phosphopeptides/analysis , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Tandem Mass Spectrometry/methods , Sequence Analysis, Protein/methods , Ions/chemistry , Amino Acid Sequence , Humans
4.
J Proteome Res ; 23(7): 2355-2366, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38819404

ABSTRACT

High-throughput tissue proteomics has great potential in the advancement of precision medicine. Here, we investigated the combined sensitivity of trap-elute microflow liquid chromatography with a ZenoTOF for DIA proteomics and phosphoproteomics. Method optimization was conducted on HEK293T cell lines to determine the optimal variable window size, MS2 accumulation time and gradient length. The ZenoTOF 7600 was then compared to the previous generation TripleTOF 6600 using eight rat organs, finding up to 23% more proteins using a fifth of the sample load and a third of the instrument time. Spectral reference libraries generated from Zeno SWATH data in FragPipe (MSFragger-DIA/DIA-NN) contained 4 times more fragment ions than the DIA-NN only library and quantified more proteins. Replicate single-shot phosphopeptide enrichments of 50-100 µg of rat tryptic peptide were analyzed by microflow HPLC using Zeno SWATH without fractionation. Using Spectronaut we quantified a shallow phosphoproteome containing 1000-3000 phosphoprecursors per organ. Promisingly, clear hierarchical clustering of organs was observed with high Pearson correlation coefficients >0.95 between replicate enrichments and median CV of 20%. The combined sensitivity of microflow HPLC with Zeno SWATH allows for the high-throughput quantitation of an extensive proteome and shallow phosphoproteome from small tissue samples.


Subject(s)
Phosphoproteins , Proteomics , Animals , Proteomics/methods , Rats , Humans , Phosphoproteins/analysis , Phosphoproteins/metabolism , HEK293 Cells , Phosphopeptides/analysis , Chromatography, High Pressure Liquid/methods , Proteome/analysis , Proteome/metabolism
5.
J Proteome Res ; 23(7): 2518-2531, 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38810119

ABSTRACT

Phosphorylation is the most studied post-translational modification, and has multiple biological functions. In this study, we have reanalyzed publicly available mass spectrometry proteomics data sets enriched for phosphopeptides from Asian rice (Oryza sativa). In total we identified 15,565 phosphosites on serine, threonine, and tyrosine residues on rice proteins. We identified sequence motifs for phosphosites, and link motifs to enrichment of different biological processes, indicating different downstream regulation likely caused by different kinase groups. We cross-referenced phosphosites against the rice 3,000 genomes, to identify single amino acid variations (SAAVs) within or proximal to phosphosites that could cause loss of a site in a given rice variety and clustered the data to identify groups of sites with similar patterns across rice family groups. The data has been loaded into UniProt Knowledge-Base─enabling researchers to visualize sites alongside other data on rice proteins, e.g., structural models from AlphaFold2, PeptideAtlas, and the PRIDE database─enabling visualization of source evidence, including scores and supporting mass spectra.


Subject(s)
Genome, Plant , Oryza , Phosphoproteins , Plant Proteins , Proteomics , Signal Transduction , Oryza/genetics , Oryza/metabolism , Oryza/chemistry , Proteomics/methods , Phosphoproteins/metabolism , Phosphoproteins/genetics , Phosphoproteins/chemistry , Phosphoproteins/analysis , Plant Proteins/genetics , Plant Proteins/metabolism , Phosphorylation , Protein Processing, Post-Translational , Phosphopeptides/metabolism , Phosphopeptides/analysis , Databases, Protein , Amino Acid Motifs , Mass Spectrometry
6.
ACS Biomater Sci Eng ; 10(6): 3739-3746, 2024 06 10.
Article in English | MEDLINE | ID: mdl-38814242

ABSTRACT

For mass spectrometry (MS)-based phosphoproteomics studies, sample pretreatment is an essential step for efficient identification of low-abundance phosphopeptides. Herein, a cobalt phthalocyanine-modified magnetic metal-organic framework (MOF) (Fe3O4@MIL-101-CoPc) was prepared and applied to enrich phosphopeptides before MS analysis. Fe3O4@MIL-101-CoPc exhibited an excellent magnetic response (74.98 emu g-1) and good hydrophilicity (7.75°), which were favorable for the enrichment. Fe3O4@MIL-101-CoPc showed good enrichment performance with high selectivity (1:1:5000), sensitivity (0.1 fmol), reusability (10 circles), and recovery (91.3%). Additionally, the Fe3O4@MIL-101-CoPc-based MS method was able to successfully detect 827 phosphopeptides from the A549 cell lysate, demonstrating a high enrichment efficiency (89.3%). This study promotes the application of postfunctionalized MOFs for phosphoproteomics analysis.


Subject(s)
Indoles , Metal-Organic Frameworks , Organometallic Compounds , Phosphopeptides , Metal-Organic Frameworks/chemistry , Indoles/chemistry , Organometallic Compounds/chemistry , Humans , Phosphopeptides/chemistry , Phosphopeptides/isolation & purification , Phosphopeptides/analysis , A549 Cells
7.
Talanta ; 276: 126212, 2024 Aug 15.
Article in English | MEDLINE | ID: mdl-38723475

ABSTRACT

As a popular nutritional enhancer, casein phosphopeptides (CPPs) have attracted growing attention in food industry. However, conventional methods for CPPs detection are usually less precise or requires expensive instruments. Herein, a nanozyme-based colorimetric method was developed to achieve the quantitative detection of CPPs in food samples. This method is based on a facilely fabricated peroxidase-like nanozyme (Fe@UiO-66), which combines the specific binding of CPPs, as well as the nanozyme-catalyzed colorimetric sensing that can be easily detected by spectrometer. The method displayed good quantitative ability toward CPPs with the linear range of 2-30 µg/mL, the low limit of detection of 0.267 µg/mL and limit of quantification of 1.335 µg/mL. We highlighted the specificity, anti-interference and practicability of this method, by investigating the performances toward food samples. Besides, a smartphone-based colorimetric sensing platform was also established, which is conducive to the portable detection. The developed nanozyme-based colorimetric sensing method provides a promising strategy for CPPs detection in food samples.


Subject(s)
Caseins , Colorimetry , Phosphopeptides , Colorimetry/methods , Caseins/analysis , Caseins/chemistry , Phosphopeptides/analysis , Food Analysis/methods , Limit of Detection , Metal-Organic Frameworks/chemistry , Animals
8.
Anal Chem ; 96(21): 8254-8262, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38728223

ABSTRACT

Detection of endogenous peptides, especially those with modifications (such as phosphorylation) in biofluids, can serve as an indicator of intracellular pathophysiology. Although great progress has been made in phosphoproteomics in recent years, endogenous phosphopeptidomics has largely lagged behind. One main hurdle in endogenous phosphopeptidomics analysis is the coexistence of proteins and highly abundant nonmodified peptides in complex matrices. In this study, we developed an approach using zirconium(IV)-grafted mesoporous beads to enrich phosphopeptides, followed by analysis with a high resolution nanoRPLC-MS/MS system. The bifunctional material was first tested with digests of standard phosphoproteins and HeLa cell lysates, with excellent enrichment performance achieved. Given the size exclusion nature, the beads were directly applied for endogenous phosphopeptidomic analysis of serum samples from pancreatic ductal adenocarcinoma (PDAC) patients and controls. In total, 329 endogenous phosphopeptides (containing 113 high confidence sites) were identified across samples, by far the largest endogenous phosphopeptide data set cataloged to date. In addition, the method was readily applied for phosphoproteomics of the same set of samples, with 172 phosphopeptides identified and significant changes in dozens of phosphopeptides observed. Given the simplicity and robustness of the proposed method, we envision that it can be readily used for comprehensive phosphorylation studies of serum and other biofluid samples.


Subject(s)
Phosphopeptides , Silicon Dioxide , Zirconium , Zirconium/chemistry , Humans , Silicon Dioxide/chemistry , Phosphopeptides/blood , Phosphopeptides/analysis , Phosphopeptides/chemistry , Porosity , HeLa Cells , Proteomics/methods , Tandem Mass Spectrometry
9.
Food Chem ; 454: 139752, 2024 Oct 01.
Article in English | MEDLINE | ID: mdl-38815330

ABSTRACT

Ferritin, a vital protein required to store iron in a cage-like structure, is critical for maintaining iron balance. Ferritin can be attacked by free radicals during iron reduction and release, thereby leading to oxidative damage. Whether other biomacromolecules such as casein phosphopeptides (CPP) could influence the ferritin's function in iron oxidation and release and affect the ferritin stability remains unclear. This study aims to investigate the effect of CPP on the ferritin­iron ion interaction, thereby focusing on role of CPP on ferritin stability. Results showed that CPP weakened the iron oxidation activity of ferritin but promoted iron release. Moreover, CPP could effectively chelate iron, capture hydroxyl radicals, and reduce the degradation of ferritin. This study highlights the role of CPP in the ferritin­iron relationship, and lays a foundation for understanding the interaction between ferritin, peptides, and metal ions.


Subject(s)
Caseins , Ferritins , Iron , Phosphopeptides , Ferritins/chemistry , Ferritins/metabolism , Caseins/chemistry , Caseins/metabolism , Phosphopeptides/chemistry , Iron/metabolism , Iron/chemistry , Oxidation-Reduction , Animals , Humans , Protein Binding
10.
Curr Protoc ; 4(4): e1028, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38646944

ABSTRACT

Proteomics and phosphoproteomics play crucial roles in elucidating the dynamics of post-transcriptional processes. While experimental methods and workflows have been established in this field, a persistent challenge arises when dealing with small samples containing a limited amount of protein. This limitation can significantly impact the recovery of peptides and phosphopeptides. In response to this challenge, we have developed a comprehensive experimental workflow tailored specifically for small-scale samples, with a special emphasis on neuronal tissues like the trigeminal ganglion. Our proposed workflow consists of seven steps aimed at optimizing the preparation of limited tissue samples for both proteomic and phosphoproteomic analyses. One noteworthy innovation in our approach involves the utilization of a dual enrichment strategy for phosphopeptides. Initially, we employ Fe-NTA Magnetic beads, renowned for their specificity and effectiveness in capturing phosphopeptides. Subsequently, we complement this approach with the TiO2-based method, which offers a broader spectrum of phosphopeptide recovery. This innovative workflow not only overcomes the challenges posed by limited sample sizes but also establishes a new benchmark for precision and efficiency in proteomic investigations. Published 2024. This article is a U.S. Government work and is in the public domain in the USA. Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Protein extraction and digestion Basic Protocol 2: TMT labeling and peptide cleanup Basic Protocol 3: IMAC Fe-NTA magnetic beads phosphopeptide enrichment Basic Protocol 4: TiO2 enrichment Basic Protocol 5: Fe-NTA phosphopeptide Enrichment Basic Protocol 6: High pH peptide fractionation Basic protocol 7: LC-MS/MS analysis and database search.


Subject(s)
Phosphopeptides , Proteomics , Workflow , Proteomics/methods , Phosphopeptides/analysis , Phosphopeptides/isolation & purification , Animals , Tandem Mass Spectrometry , Trigeminal Ganglion/metabolism , Chromatography, Liquid/methods
11.
Anal Bioanal Chem ; 416(14): 3361-3371, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38607383

ABSTRACT

The elucidation of disease pathogenesis can be achieved by analyzing the low-abundance phosphopeptides in organisms. Herein, we developed a novel and easy-to-prepare polymer-coated nanomaterial. By improving the hydrophilicity and spatial conformation of the material, we effectively enhanced the adsorption of phosphopeptides and demonstrated excellent enrichment properties. The material was able to successfully enrich the phosphopeptides in only 1 min. Meanwhile, the material has high selectivity (1:2000), good loading capacity (100 µg/mg), excellent sensitivity (0.5 fmol), and great acid and alkali resistance. In addition, the material was applied to real samples, and 70 phosphopeptides were enriched from the serum of Parkinson's disease (PD) patients and 67 phosphopeptides were enriched from the serum of normal controls. Sequences Logo showed that PD is probably associated with threonine, glutamate, serine, and glutamine. Finally, gene ontology (GO) analysis was performed on phosphopeptides enriched in PD patients' serum. The results showed that PD patients expressed abnormal expression of the cholesterol metabolic process and cell-matrix adhesion in the biological process (BP), endoplasmic reticulum and lipoprotein in the cellular component (CC), and heparin-binding, lipid-binding, and receptor-binding in the molecular function (MF) as compared with normal individuals. All the experiments indicate that the nanomaterials have great potential in proteomics studies.


Subject(s)
Nanostructures , Parkinson Disease , Phosphopeptides , Polymers , Parkinson Disease/blood , Humans , Phosphopeptides/blood , Polymers/chemistry , Nanostructures/chemistry , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods
12.
Article in English | MEDLINE | ID: mdl-38603891

ABSTRACT

The specific enrichment of multi-phosphopeptides in the presence of non-phosphopeptides and mono-phosphopeptides was still a challenge for phosphoproteomics research. Most of these enrichment materials relied on Zn, Ti, Sn, and other rare precious metals as the bonding center to enrich multi-phosphopeptides while ignoring the use of common metal elements. The addition of rare metals increased the cost of the experiment, which was not conducive to their large-scale application in biomedical proteomics laboratories. In addition, multiple high-speed centrifugation steps also resulted in the loss of low-abundance multi-phosphopeptides in the treatment procedure of biological samples. This study proposed the use of calcium, a common element, as the central bonding agent for synthesizing magnetic calcium phosphate materials (designated as CaP-Fe3O4). These materials aim to capture multi-phosphopeptides and identifying phosphorylation sites. The current results demonstrate that CaP-Fe3O4 exhibited excellent selection specificity, high sensitivity, and stability in the enrichment of multi-phosphopeptides and the identification of phosphorylation sites. Additionally, the introduction of magnetic separation not only reduced the time required for multi-phosphopeptides enrichment but also prevented the loss of these peptides during high-speed centrifugation. These findings contribute to the widespread application and advancement of phosphoproteomics research.


Subject(s)
Calcium Phosphates , Phosphopeptides , Phosphopeptides/analysis , Phosphopeptides/isolation & purification , Phosphopeptides/chemistry , Calcium Phosphates/chemistry , Humans , Proteomics/methods , Phosphorylation , Tandem Mass Spectrometry/methods
13.
J Am Soc Mass Spectrom ; 35(5): 1040-1054, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38626331

ABSTRACT

Mass-spectrometry-based methods have made significant progress in the characterization of post-translational modifications (PTMs) in peptides and proteins; however, room remains to improve fragmentation methods. Ideal MS/MS methods are expected to simultaneously provide extensive sequence information and localization of PTM sites and retain labile PTM groups. This collection of criteria is difficult to meet, and the various activation methods available today offer different capabilities. In order to examine the specific case of phosphorylation on peptides, we investigate electron transfer dissociation (ETD), electron-activated dissociation (EAD), and 193 nm ultraviolet photodissociation (UVPD) and compare all three methods with classical collision-induced dissociation (CID). EAD and UVPD show extensive backbone fragmentation, comparable in scope to that of CID. These methods provide diverse backbone fragmentation, producing a/x, b/y, and c/z ions with substantial sequence coverages. EAD displays a high retention efficiency of the phosphate modification, attributed to its electron-mediated fragmentation mechanisms, as observed in ETD. UVPD offers reasonable retention efficiency, also allowing localization of the PTM site. EAD experiments were also performed in an LC-MS/MS workflow by analyzing phosphopeptides spiked in human plasma, and spectra allow accurate identification of the modified sites and discrimination of isomers. Based on the overall performance, EAD and 193 nm UVPD offer alternative options to CID and ETD for phosphoproteomics.


Subject(s)
Phosphopeptides , Tandem Mass Spectrometry , Ultraviolet Rays , Phosphopeptides/chemistry , Phosphopeptides/analysis , Tandem Mass Spectrometry/methods , Phosphorylation , Electrons , Amino Acid Sequence , Humans , Protein Processing, Post-Translational , Chromatography, Liquid/methods
14.
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
15.
PeerJ ; 12: e17142, 2024.
Article in English | MEDLINE | ID: mdl-38563001

ABSTRACT

Background: Genetic knockout-based studies conducted in mice provide a powerful means of assessing the significance of a gene for fertility. Forkhead-associated phosphopeptide binding domain 1 (FHAD1) contains a conserved FHA domain, that is present in many proteins with phospho-threonine reader activity. How FHAD1 functions in male fertility, however, remains uncertain. Methods: Fhad1-/- mice were generated by CRISPR/Cas9-mediated knockout, after which qPCR was used to evaluate changes in gene expression, with subsequent analyses of spermatogenesis and fertility. The testis phenotypes were also examined using immunofluorescence and histological staining, while sperm concentrations and motility were quantified via computer-aided sperm analysis. Cellular apoptosis was assessed using a TUNEL staining assay. Results: The Fhad1-/-mice did not exhibit any abnormal changes in fertility or testicular morphology compared to wild-type littermates. Histological analyses confirmed that the testicular morphology of both Fhad1-/-and Fhad1+/+ mice was normal, with both exhibiting intact seminiferous tubules. Relative to Fhad1+/+ mice, however, Fhad1-/-did exhibit reductions in the total and progressive motility of epididymal sperm. Analyses of meiotic division in Fhad1-/-mice also revealed higher levels of apoptotic death during the first wave of spermatogenesis. Discussion: The findings suggest that FHAD1 is involved in both meiosis and the modulation of sperm motility.


Subject(s)
Phosphopeptides , Sperm Motility , Male , Mice , Animals , Sperm Motility/genetics , Phosphopeptides/metabolism , Mice, Knockout , Semen , Testis/anatomy & histology
16.
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
17.
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
18.
ACS Biomater Sci Eng ; 10(4): 2143-2150, 2024 04 08.
Article in English | MEDLINE | ID: mdl-38442336

ABSTRACT

Highly selective extraction of phosphopeptides is necessary before mass spectrometry (MS) analysis. Herein, zirconium phthalocyanine-modified magnetic nanoparticles were prepared through a simple method. The Fe-O groups on Fe3O4 and the zirconium ions on phthalocyanine had a strong affinity for phosphopeptides based on immobilized metal ion affinity chromatography (IMAC). The enrichment platform exhibited low detection limit (0.01 fmol), high selectivity (α-/ß-casein/bovine serum albumin, 1/1/5000), good reusability (10 circles), and recovery (91.1 ± 1.1%) toward phosphopeptides. Nonfat milk, human serum, saliva, and A549 cell lysate were employed as actual samples to assess the applicability of the enrichment protocol. Metallo-phthalocyanine will be a competitive compound for designing highly efficient adsorbents and offers a new approach to phosphopeptide analysis.


Subject(s)
Isoindoles , Magnetite Nanoparticles , Phosphopeptides , Humans , Phosphopeptides/analysis , Phosphopeptides/chemistry , Zirconium/chemistry , Adsorption
19.
Food Chem ; 447: 139007, 2024 Jul 30.
Article in English | MEDLINE | ID: mdl-38518618

ABSTRACT

This research aimed to investigate the characteristics of casein phosphopeptides in Chinese human milk, and their potential relationship to infant growth. Using the liquid chromatography-Orbitrap-mass spectrometry technique, a total of 15 casein phosphopeptides were identified from 200 human milk samples. Also, our results indicate that casein phosphopeptides were phosphorylated with only one phosphate. The relative concentrations of casein phosphopeptides at 6 months postpartum were increased compared with milk at 2 months (FDR < 0.05). Significantly positive correlations were observed between casein phosphopeptides and infant growth, as shown by four casein phosphopeptides were positively correlated with the infants' weight-for-age Z-scores (rs range from 0.20 to 0.29), and three casein phosphopeptides were positively correlated with the infants' length-for-age Z-scores (rs range from 0.19 to 0.27). This study is the first to reveal the phosphorylated level and composition of casein phosphopeptides in Chinese human milk, and their potential relationship with infant growth.


Subject(s)
Milk, Human , Phosphopeptides , Infant , Female , Humans , Animals , Milk, Human/chemistry , Phosphopeptides/chemistry , Caseins/chemistry , Cross-Sectional Studies , Milk/chemistry , China
20.
Mikrochim Acta ; 191(4): 211, 2024 03 19.
Article in English | MEDLINE | ID: mdl-38502246

ABSTRACT

A facile and mild method based on self-assembled lysozyme (LYZ) to fabricate bifunctional MNPs@UIO-66-Arg core-shell-satellite nanocomposites (CSSNCs) is reported for the high-efficiency enrichment of phosphopeptides. Under physiological conditions, LYZ rapidly self-assembled into a robust coating on Fe3O4@SiO2 magnetic nanoparticles (MNPs) with abundant surface functional groups, which effectively mediate heterogeneous nucleation and growth of UIO-66 nanocrystals. Well-defined MNPs@UIO-66 CSSNCs with stacked pores, showing high specific surface area (333.65 m2 g- 1) and low mass transfer resistance, were successfully fabricated by fine-tuning of the reaction conditions including reaction time and acetic acid content. Furthermore, the UIO-66 shells were further modified with arginine to obtain bifunctional MNPs@UIO-66-Arg CSSNCs. Thanks to the unique morphology and synergistic effect of Zr-O clusters and guanidine groups, the bifunctional MNPs@UIO-66-Arg CSSNCs exhibited outstanding enrichment performance for phosphopeptides, delivering a low limit of detection (0.1 fmol), high selectivity (ß-casein/BSA, mass ratio 1:2000), and good capture capacity (120 mg g- 1). The mechanism for phosphopeptides capture may attribute to the hydrogen bonds, electrostatic interactions, and Zr-O-P bonds between phosphate groups in peptides and guanidyl/Zr-O clusters on bifunctional MNPs@UIO-66-Arg CSSNCs. In addition, the small stacking pores on the core-shell-satellite architecture may selectively capture phosphopeptides with low molecular weight, eliminating interference of other large molecular proteins in complex biological samples.


Subject(s)
Metal-Organic Frameworks , Nanocomposites , Phthalic Acids , Phosphopeptides/chemistry , Silicon Dioxide , Metal-Organic Frameworks/chemistry , Nanocomposites/chemistry
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