Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 1.052
Filter
1.
Anal Chem ; 96(21): 8822-8829, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38698557

ABSTRACT

A fully automated online enrichment and separation system for intact glycopeptides, named AutoGP, was developed in this study by integrating three different columns in a nano-LC system. Specifically, the peptide mixture from the enzymatic digestion of a complex biological sample was first loaded on a hydrophilic interaction chromatography (HILIC) column. The nonglycopeptides in the sample were washed off the column, and the glycopeptides retained by the HILIC column were eluted to a C18 trap column to achieve an automated glycopeptide enrichment. The enriched glycopeptides were further eluted to a C18 column for separation, and the separated glycopeptides were eventually analyzed by using an orbitrap mass spectrometer (MS). The optimal operating conditions for AutoGP were systemically studied, and the performance of the fully optimized AutoGP was compared with a conventional manual system used for glycopeptide analysis. The experimental evaluation shows that the total number of glycopeptides identified is at least 1.5-fold higher, and the median coefficient of variation for the analyses is at least 50% lower by using AutoGP, as compared to the results acquired by using the manual system. In addition, AutoGP can perform effective analysis even with a 1-µg sample amount, while a 10-µg sample at least will be needed by the manual system, implying an order of magnitude better sensitivity of AutoGP. All the experimental results have consistently proven that AutoGP can be used for much better characterization of intact glycopeptides.


Subject(s)
Glycopeptides , Glycopeptides/analysis , Glycopeptides/isolation & purification , Glycopeptides/chemistry , Humans , Automation , Hydrophobic and Hydrophilic Interactions , Chromatography, Liquid/methods , Reproducibility of Results , Mass Spectrometry
2.
Nat Prod Rep ; 38(11): 2100-2129, 2021 11 17.
Article in English | MEDLINE | ID: mdl-34734626

ABSTRACT

Covering: 2016 to 2021With genetic information available for hundreds of thousands of organisms in publicly accessible databases, scientists have an unprecedented opportunity to meticulously survey the diversity and inner workings of life. The natural product research community has harnessed this breadth of sequence information to mine microbes, plants, and animals for biosynthetic enzymes capable of producing bioactive compounds. Several orthogonal genome mining strategies have been developed in recent years to target specific chemical features or biological properties of bioactive molecules using biosynthetic, resistance, or transporter proteins. These "biosynthetic hooks" allow researchers to query for biosynthetic gene clusters with a high probability of encoding previously undiscovered, bioactive compounds. This review highlights recent case studies that feature orthogonal approaches that exploit genomic information to specifically discover bioactive natural products and their gene clusters.


Subject(s)
Biological Products/isolation & purification , Drug Discovery , Genomics/methods , Anti-Bacterial Agents/isolation & purification , Biological Products/chemistry , Biological Products/metabolism , Disulfides/chemistry , Glycopeptides/isolation & purification , Humans , Ligands , Microbiota , Organophosphonates/isolation & purification , Terpenes/isolation & purification
3.
Anal Bioanal Chem ; 413(16): 4321-4328, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34002272

ABSTRACT

Glycoproteomics is a challenging branch of proteomics because of the micro- and macro-heterogeneity of protein glycosylation. Hydrophilic interaction liquid chromatography (HILIC) is an advantageous alternative to reversed-phase chromatography for intact glycopeptide separation prior to their identification by mass spectrometry. Nowadays, several HILIC columns differing in used chemistries are commercially available. However, there is a lack of comparative studies assessing their performance, and thus providing guidance for the selection of an adequate stationary phase for different glycoproteomics applications. Here, we compare three HILIC columns recently developed by Advanced Chromatography Technologies (ACE)- with unfunctionalized (HILIC-A), polyhydroxy functionalized (HILIC-N), and aminopropyl functionalized (HILIC-B) silica- with a C18 reversed-phase column in the separation of human immunoglobulin G glycopeptides. HILIC-A and HILIC-B exhibit mixed-mode separation combining hydrophilic and ion-exchange interactions for analyte retention. Expectably, reversed-phase mode successfully separated clusters of immunoglobulin G1 and immunoglobulin G2 glycopeptides, which differ in amino acid sequence, but was not able to adequately separate different glycoforms of the same peptide. All ACE HILIC columns showed higher separation power for different glycoforms, and we show that each column separates a different group of glycopeptides more effectively than the others. Moreover, HILIC-A and HILIC-N columns separated the isobaric A2G1F1 glycopeptides of immunoglobulin G, and thus showed the potential for the elucidation of the structure of isomeric glycoforms. Furthermore, the possible retention mechanism for the HILIC columns is discussed on the basis of the determined chromatographic parameters.


Subject(s)
Glycopeptides/isolation & purification , Immunoglobulin G/isolation & purification , Chromatography, Ion Exchange/methods , Chromatography, Reverse-Phase/methods , Humans , Hydrophobic and Hydrophilic Interactions , Isomerism , Proteomics
4.
Anal Bioanal Chem ; 413(21): 5267-5278, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34331089

ABSTRACT

Highly selective glycopeptide enrichment is important before mass spectrometry analysis because of the ultra-low abundance of glycopeptides in the peptide mixtures. Herein, a UiO-66-NH2-based magnetic composite was prepared and used for the hydrophilic enrichment of glycopeptides. The composite was modified with phytic acid (PA) molecules by partially replacing 2-aminoterephthalic acid ligands in UiO-66-NH2, with electrostatic interactions also promoting this modification process. Based on the hydrophilicity of both the PA molecules and the UiO-66-NH2 skeleton, the resulting material, denoted as MUiO-66-NH2/PA, showed excellent dual hydrophilicity towards glycopeptide enrichment. Compared with pure UiO-66-NH2, the specific surface area and hydrophilicity of the prepared material were increased, and MUiO-66-NH2/PA exhibited good magnetic responsiveness to facilitate a convenient enrichment procedure. HRP and IgG were used as standard proteins to evaluate the glycopeptide enrichment properties, with 21 and 34 glycopeptides enriched from their tryptic digests. Furthermore, MUiO-66-NH2/PA showed outstanding sensitivity (1 fmol/µL) and selectivity (HRP/BSA = 1:1000), and achieved remarkable glycopeptide enrichment performance for practical human serum samples. Notably, MUiO-66-NH2/PA showed perfect reusability and stability, achieving enrichment performance after five cycles similar to that of the first use. This material can be used for glycopeptide enrichment to obtain further glycosylation information, providing the possibility for cancer treatment.


Subject(s)
Glycopeptides/isolation & purification , Magnets/chemistry , Metal-Organic Frameworks/chemistry , Glycopeptides/analysis , Humans , Hydrophobic and Hydrophilic Interactions , Immunoglobulin G/chemistry , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
5.
Anal Bioanal Chem ; 413(29): 7295-7303, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34155551

ABSTRACT

The coronavirus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) presents a serious threat to human health all over the world. The development of effective vaccines has been focusing on the spike (S) glycoprotein, which mediates viral invasion to human cells through its interaction with the angiotensin-converting enzyme 2 (ACE2) receptor. In this work, we perform analytical characterization of N- and O-linked glycosylation of the SARS-CoV-2 S glycoprotein. We explore the novel use of dual-functionalized titanium (IV)-immobilized metal affinity chromatography (Ti-IMAC) material for simultaneous enrichment and separation of neutral and sialyl glycopeptides of a recombinant SARS-CoV-2 S glycoprotein from HEK293 cells. This strategy helps eliminate signal suppression from neutral glycopeptides for the detection of sialyl glycopeptides and improves the glycoform coverage of the S protein. We profiled 19 of its 22 potential N-glycosylated sites with 398 unique glycoforms using the dual-functional Ti-IMAC approach, which exhibited improvement of coverage by 1.6-fold compared to the conventional hydrophilic interaction chromatography (HILIC) glycopeptide enrichment method. We also identified O-linked glycosylation site that was not found using the conventional HILIC approach. In addition, we reported on the identification of mannose-6-phosphate (M6P) glycosylation, which substantially expands the current knowledge of the spike protein's glycosylation landscape and enables future investigation into the influence of M6P glycosylation of the spike protein on its cell entry.


Subject(s)
Glycopeptides/isolation & purification , N-Acetylneuraminic Acid/chemistry , SARS-CoV-2/chemistry , Spike Glycoprotein, Coronavirus/chemistry , Amino Acid Sequence , Chromatography, Liquid/methods , Glycopeptides/chemistry , HEK293 Cells , Humans , Mannosephosphates/chemistry , Static Electricity , Tandem Mass Spectrometry/methods
6.
J Sep Sci ; 44(1): 403-425, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33090644

ABSTRACT

Changes in the glycome of human proteins and cells are associated with the progression of multiple diseases such as Alzheimer's, diabetes mellitus, many types of cancer, and those caused by viruses. Consequently, several studies have shown essential modifications to the isomeric glycan moieties for diseases in different stages. However, the elucidation of extensive isomeric glycan profiles remains challenging because of the lack of analytical techniques with sufficient resolution power to separate all glycan and glycopeptide iso-forms. Therefore, the development of sensitive and accurate approaches for the characterization of all the isomeric forms of glycans and glycopeptides is essential to tracking the progression of pathology in glycoprotein-related diseases. This review describes the isomeric separation achievements reported in glycomics and glycoproteomics in the last decade. It focuses on the mass spectrometry-based analytical strategies, stationary phases, and derivatization techniques that have been developed to enhance the separation mechanisms in liquid chromatography systems and the detection capabilities of mass spectrometry systems.


Subject(s)
Glycomics , Glycopeptides/isolation & purification , Polysaccharides/isolation & purification , Proteomics , Chromatography, Liquid , Glycopeptides/chemistry , Humans , Mass Spectrometry , Polysaccharides/chemistry
7.
J Sep Sci ; 44(10): 2143-2152, 2021 May.
Article in English | MEDLINE | ID: mdl-33734567

ABSTRACT

In this work, a magnetic graphene material coated with mesoporous silica was selected as the substrate, 3-glycidoxypropyltrimethoxysilane and polyethyleneimine were sequentially bonded through chemical reactions, and then carrageenan was successfully introduced by electrostatic interaction; finally, hydrophilic nanocomposite material was prepared. Due to the large number of hydrophilic groups, and polyethyleneimine was connected by means of chemical bonds, this material exhibits good hydrophilicity and stability for glycopeptide enrichment. In the actual enrichment process, nanomaterial exhibits high selectivity (1:500), high sensitivity (2 fmol), and good repeatability (five cycles). In addition, the synthesized material also shows a good enrichment effect in the face of actual complex biological samples, which captured 40 N-glycopeptides from human saliva, indicating the application potential for enrichment of N-glycopeptides.


Subject(s)
Carbon/chemistry , Carrageenan/chemistry , Glycopeptides/isolation & purification , Polyethyleneimine/chemistry , Saliva/chemistry , Silanes/chemistry , Solid Phase Extraction/methods , Glycopeptides/analysis , Graphite/chemistry , Humans , Hydrophobic and Hydrophilic Interactions , Magnetics , Nanocomposites , Nanostructures/chemistry , Solid Phase Extraction/instrumentation , Static Electricity
8.
Mikrochim Acta ; 188(8): 274, 2021 07 27.
Article in English | MEDLINE | ID: mdl-34318367

ABSTRACT

Protein glycosylation plays pivotal role in a variety of biological processes and has association with many diseases. The highly efficient glycopeptide enrichment is essential for the mass spectrometry-based glycoproteome research to reduce interference from non-glycopeptides. In this study, novel glutathione-functionalized two-dimensional cobalt sulfide nanosheets (Co-S@Au-GSH) were synthesized for rapid and highly effective enrichment of glycopeptides. By using this nanomaterial, 34 and 21 N-glycopeptides were effectively captured from human serum immunoglobulin G (IgG) and horseradish peroxidase (HRP) digests, respectively. In addition, the Co-S@Au-GSH showed remarkable performance in N-glycopeptide extraction with high selectivity (HRP: BSA = 1:500), low limit of detection (0.5 fmol/µL), high binding capacity (150 mg/g), good reusability, and great robustness. Moreover, it was successfully applied in complex serum samples, demonstrating its excellent enrichment performance. These results indicated that this nanomaterial has great potential in complicated practice samples in glycoproteome determination.


Subject(s)
Cobalt/chemistry , Glutathione/chemistry , Glycopeptides/isolation & purification , Nanocomposites/chemistry , Chemical Fractionation/methods , Glycopeptides/blood , Horseradish Peroxidase/blood , Horseradish Peroxidase/chemistry , Horseradish Peroxidase/isolation & purification , Humans , Immunoglobulin G/blood , Immunoglobulin G/chemistry , Immunoglobulin G/isolation & purification , Limit of Detection , Peptide Fragments/blood , Peptide Fragments/chemistry , Peptide Fragments/isolation & purification , Proteolysis , Proteomics/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
9.
Mikrochim Acta ; 187(9): 518, 2020 08 26.
Article in English | MEDLINE | ID: mdl-32851535

ABSTRACT

A three-dimensional structured porous graphene oxide-polyethylenimine bead (pGP) is synthesized for immobilizing gold nanoparticles and modifying glutathione molecules (denoted as pGP/AuG). The pGP/AuG has open pore structure, honeycomb-like channels, and excellent hydrophilicity. By taking advantages of the porous structure, abundant binding sites, and multivalent interactions between glycopeptides and both glutathione molecules and free amino groups, the pGP/AuG is adopted to the selective enrichment of N-linked glycopeptides with low limit of detection (2 fmol), high enrichment selectivity (1:500), binding capacity (333.3 mg/g), recovery yield (91.3 ± 2.1%), and repeatability (< 6.0% RSD) using matrix-assisted laser desorption/ionization time of flight mass spectrometry detection method. Furthermore, the practical applicability of pGP/AuG is evaluated, in which 209 N-glycosylated peptides corresponding to 128 N-glycosylated proteins are identified from 1 µL human serum in three independent analysis procedures, suggesting the great potential for application in glycoproteome fields.Graphical abstract Schematic presentation of preparation for porous graphene oxide-based hydrophilic beads (pGP/AuG) with honeycomb-like microstructure. The pGP/AuG was successfully used for enriching and identifying glycopeptides from actual biological sample.


Subject(s)
Glutathione/chemistry , Glycopeptides/isolation & purification , Graphite/chemistry , Metal Nanoparticles/chemistry , Animals , Cattle , Glycopeptides/analysis , Gold/chemistry , Humans , Hydrophobic and Hydrophilic Interactions , Immunoglobulin G/analysis , Immunoglobulin G/chemistry , Immunoglobulin G/isolation & purification , Limit of Detection , Peptide Fragments/analysis , Peptide Fragments/isolation & purification , Porosity , Proteolysis , Serum Albumin, Bovine/analysis , Serum Albumin, Bovine/chemistry , Serum Albumin, Bovine/isolation & purification , Solid Phase Extraction/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
10.
Molecules ; 25(20)2020 Oct 13.
Article in English | MEDLINE | ID: mdl-33065988

ABSTRACT

Protein glycosylation analysis is challenging due to the structural variety of complex conjugates. However, chromatographically separating glycans attached to tryptic peptides enables their site-specific characterization. For this purpose, we have shown the importance of selecting a suitable hydrophilic interaction liquid chromatography (HILIC) stationary phase in the separation of glycopeptides and their isomers. Three different HILIC stationary phases, i.e., HALO® penta-HILIC, Glycan ethylene bridged hybrid (BEH) Amide, and ZIC-HILIC, were compared in the separation of complex N-glycopeptides of hemopexin and Immunoglobulin G glycoproteins. The retention time increased with the polarity of the glycans attached to the same peptide backbone in all HILIC columns tested in this study, except for the ZIC-HILIC column when adding sialic acid to the glycan moiety, which caused electrostatic repulsion with the negatively charged sulfobetaine functional group, thereby decreasing retention. The HALO® penta-HILIC column provided the best separation results, and the ZIC-HILIC column the worst. Moreover, we showed the potential of these HILIC columns for the isomeric separation of fucosylated and sialylated glycoforms. Therefore, HILIC is a useful tool for the comprehensive characterization of glycoproteins and their isomers.


Subject(s)
Chromatography, Liquid/methods , Hemopexin/isolation & purification , Immunoglobulin G/isolation & purification , Amides/chemistry , Chromatography, Liquid/instrumentation , Glycopeptides/chemistry , Glycopeptides/isolation & purification , Glycopeptides/metabolism , Glycosylation , Hemopexin/chemistry , Humans , Hydrophobic and Hydrophilic Interactions , Immunoglobulin G/chemistry , Isomerism , Polysaccharides/chemistry , Temperature , Trypsin/chemistry
11.
J Sci Food Agric ; 100(13): 4714-4722, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32468613

ABSTRACT

BACKGROUND: Processing of edible bird's nest (EBN) requires extensive washing to remove impurities and produces huge amounts of EBN co-products, which contain mainly feathers with glycoproteins attached, which are usually discarded. This study was conducted to recover the valuable EBN glycoproteins from the waste material. Enzymatic hydrolysis was applied to recover EBN glycopeptides from EBN co-products (EBNcoP ) and processed cleaned EBN (EBNclean ) was used as control, which were then freeze-dried into EBN hydrolysates (EBNhcoP and EBNhclean , respectively). RESULTS: The recovery yield for EBNhclean and EBNhcoP were 89.09 ± 0.01% and 47.64 ± 0.26%, respectively, indicating nearly 50% of glycopeptide can be recovered from the waste material. Meanwhile, N-acetylneuraminic acid, a major acid sugar in EBN glycoproteins, of EBNhcoP increased by 229% from 58.6 ± 3.9 to 192.9 ± 3.1 g kg-1 , indicating the enzymatic hydrolysis removed impurities and thus enhanced the N-acetylneuraminic acid content. Total soluble protein was more than 330 g kg-1 for all the samples. Colour parameter showed that hydrolysate samples have greater L* (lightness) values. Chroma result indicates the intensity of all the samples were low (< 11). Fourier-transform infrared (FTIR) spectrum displayed that the EBNhcoP exhibited similar functional groups with EBNhclean , indicating that the EBNcoP has similar functionality as EBNclean . Significantly higher (P ≤ 0.05) 1,1-diphenyl-2-picrylhydrazyl (DPPH) and ferric reducing antioxidant power (FRAP) activities were reported in EBNhcoP after the enzymatic reaction. CONCLUSION: EBNhcoP were successfully recovered from low value EBNcoP with enhanced antioxidant activities. The findings of this work are beneficial for the EBN industry to reduce wastage and enhance economic values of EBN co-products, both economically and nutritionally. © 2020 Society of Chemical Industry.


Subject(s)
Biological Products/chemistry , Food Handling/methods , Glycopeptides/chemistry , Saliva/chemistry , Animals , Antioxidants/chemistry , Antioxidants/isolation & purification , Biocatalysis , Biological Products/isolation & purification , Birds , Enzymes/chemistry , Feathers/chemistry , Glycopeptides/isolation & purification , Hydrolysis
12.
Angew Chem Int Ed Engl ; 59(31): 12654-12658, 2020 07 27.
Article in English | MEDLINE | ID: mdl-32407589

ABSTRACT

Lantibiotics are ribosomally synthesized and post-translationally modified peptides (RiPPs) characterized by the presence of lanthionine or methyllanthionine rings and their antimicrobial activity. Cacaoidin, a novel glycosylated lantibiotic, was isolated from a Streptomyces cacaoi strain and fully characterized by NMR, mass spectrometry, chemical derivatization approaches and genome analysis. The new molecule combines outstanding structural features, such as a high number of d-amino acids, an uncommon glycosylated tyrosine residue and an unprecedented N,N-dimethyl lanthionine. This latter feature places cacaoidin within a new RiPP family located between lanthipeptides and linaridins, here termed lanthidins. Cacaoidin displayed potent antibacterial activity against Gram-positive pathogens including Clostridium difficile. The biosynthetic gene cluster showed low homology with those of other known lanthipeptides or linaridins, suggesting a new RiPP biosynthetic pathway.


Subject(s)
Anti-Bacterial Agents/pharmacology , Bacteriocins/pharmacology , Glycopeptides/pharmacology , Amino Acid Sequence , Anti-Bacterial Agents/chemistry , Anti-Bacterial Agents/isolation & purification , Bacteriocins/chemistry , Bacteriocins/isolation & purification , Clostridioides difficile/drug effects , Glycopeptides/chemistry , Glycopeptides/isolation & purification , Methicillin-Resistant Staphylococcus aureus/drug effects , Microbial Sensitivity Tests , Streptomyces/chemistry
13.
Anal Chem ; 91(6): 4047-4054, 2019 03 19.
Article in English | MEDLINE | ID: mdl-30794378

ABSTRACT

A hydrophilic nanocomposite was synthesized by an easy route to improve glycopeptides enrichment efficiency. This new composite, prepared with a method based on electrostatic interaction, was demonstrated to be efficient for immobilization of carrageenan on graphene oxide/poly(ethylenimine) support (denoted as GO-PEI-Carr). Carrageenan, which has a large number of hydroxyl groups and is fully negatively charged, is a new modified phase of hydrophilic materials in glycoproteomics. The introduction of carrageenan provided the composite not only a perfect surface charge but also a greater ability to enrich glycosylated peptides. Thirty-four glycopeptides from human serum immunoglobulin G (IgG) tryptic digests were obviously observed with greatly improved signal-to-noise (S/N) ratio. A good selectivity was still kept even when the molar ratio of IgG and bovine serum albumin (BSA) tryptic digest mixtures reached to 1:500. Meanwhile, 76 glycopeptides derived from 56 glycoproteins with 83 N-glycosylation sites were identified from human serum and 149 glycopeptides derived from 129 glycoproteins with 157 N-glycosylation sites were identified from mouse liver tissues, which showed the ability to enrich glycopeptides from complex biological samples. In addition, GO-PEI-Carr exhibited a unique repeatability and stability even after enrichment of glycopeptides for 20 times. It also performed a higher sensitivity (1 fmol/µL IgG), a better enrichment capacity (up to ∼300 mg/g), and an ideal enrichment recovery (90.8% and 109.5%) for glycopeptides enrichment, indicating a great potential for the application of glycoproteomic research.


Subject(s)
Carrageenan/chemistry , Glycopeptides/blood , Glycoproteins/blood , Graphite/chemistry , Liver/metabolism , Nanocomposites/chemistry , Animals , Glycopeptides/isolation & purification , Glycosylation , Humans , Hydrophobic and Hydrophilic Interactions , Mice
14.
Anal Chem ; 91(16): 10401-10406, 2019 08 20.
Article in English | MEDLINE | ID: mdl-31287300

ABSTRACT

Glycopeptide-centric mass spectrometry has become a popular approach for studying protein glycosylation. However, current approaches still utilize fragmentation schemes and ranges originally optimized and intended for the analysis of typically much smaller unmodified tryptic peptides. Here, we show that by merely increasing the tandem mass spectrometry m/z range from 2000 to 4000 during electron transfer higher energy collisional dissociation (EThcD) fragmentation, a wealth of highly informative c and z ion fragment ions are additionally detected, facilitating improved identification of glycopeptides. We demonstrate the benefit of this extended mass range on various classes of glycopeptides containing phosphorylated, fucosylated, and/or sialylated N-glycans. We conclude that the current software solutions for glycopeptide identification also require further improvements to realize the full potential of extended mass range glycoproteomics. To stimulate further developments, we provide data sets containing all classes of glycopeptides (high mannose, hybrid, and complex) measured with standard (2000) and extended (4000) m/z range that can be used as test cases for future development of software solutions enhancing automated glycopeptide analysis.


Subject(s)
Electrons , Glycopeptides/isolation & purification , Peptide Fragments/isolation & purification , Polysaccharides/chemistry , Protein Processing, Post-Translational , Proteins/isolation & purification , Amino Acid Sequence , Animals , CHO Cells , Carbohydrate Sequence , Cricetulus , Glycopeptides/classification , Glycosylation , Proteins/classification , Tandem Mass Spectrometry
15.
Anal Chem ; 91(17): 11070-11077, 2019 09 03.
Article in English | MEDLINE | ID: mdl-31407893

ABSTRACT

"The totality is not, as it were, a mere heap, but the whole is something besides the parts."-Aristotle. We built a classifier that uses the totality of the glycomic profile, not restricted to a few glycoforms, to differentiate samples from two different sources. This approach, which relies on using thousands of features, is a radical departure from current strategies, where most of the glycomic profile is ignored in favor of selecting a few features, or even a single feature, meant to capture the differences in sample types. The classifier can be used to differentiate the source of the material; applicable sources may be different species of animals, different protein production methods, or, most importantly, different biological states (disease vs healthy). The classifier can be used on glycomic data in any form, including derivatized monosaccharides, intact glycans, or glycopeptides. It takes advantage of the fact that changing the source material can cause a change in the glycomic profile in many subtle ways: some glycoforms can be upregulated, some downregulated, some may appear unchanged, yet their proportion-with respect to other forms present-can be altered to a detectable degree. By classifying samples using the entirety of their glycan abundances, along with the glycans' relative proportions to each other, the "Aristotle Classifier" is more effective at capturing the underlying trends than standard classification procedures used in glycomics, including PCA (principal components analysis). It also outperforms workflows where a single, representative glycomic-based biomarker is used to classify samples. We describe the Aristotle Classifier and provide several examples of its utility for biomarker studies and other classification problems using glycomic data from several sources.


Subject(s)
Glycomics/methods , Glycopeptides/classification , Glycoproteins/classification , Liver Cirrhosis/diagnosis , Monosaccharides/classification , Polysaccharides/classification , Biomarkers/analysis , Glycopeptides/isolation & purification , Glycopeptides/metabolism , Glycoproteins/isolation & purification , Glycoproteins/metabolism , Glycosylation , Humans , Liver Cirrhosis/metabolism , Monosaccharides/isolation & purification , Monosaccharides/metabolism , Polysaccharides/isolation & purification , Polysaccharides/metabolism , Principal Component Analysis , Software , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Terminology as Topic
16.
J Sep Sci ; 42(5): 1037-1044, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30593720

ABSTRACT

Efficient separation and enrichment of low-abundance glycopeptides from complex biological samples is the key to the discovery of disease biomarkers. In this work, a new material was prepared by coating copper tetra(N-carbonylacrylic) aminephthalocyanine and iminodiacetic acid onto poly(glycidyl methacrylate-pentaerythritol triacrylate) monolith. The monolith was applied to polymer monolithic microextraction for specific capture of glycopeptides coupled with matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. The developed monolith exhibited satisfactory efficiency for glycopeptide enrichment with high selectivity and detection sensitivity. When the tryptic digest of immunoglobulin G was used as the sample, total 24 glycopeptides were identified and the detection limit was determined as 5 fmol. When the approach was applied to the analysis of glycopeptides in the mixture of bovine serum albumin and immunoglobulin G (100:1, m/m) digests, 16 glycopeptides could still be observed. Moreover, the monolith was successfully applied to the selective enrichment of glycopeptides from human serum digests, exhibiting great practicability in identifying low-abundance glycopeptides in complex biological samples.


Subject(s)
Amines/chemistry , Copper/chemistry , Glycopeptides/isolation & purification , Imino Acids/chemistry , Indoles/chemistry , Polymers/chemistry , Animals , Cattle , Glycopeptides/chemistry , Humans , Immunoglobulin G/chemistry , Isoindoles , Serum Albumin, Bovine/chemistry
17.
Proteomics ; 18(20): e1700399, 2018 10.
Article in English | MEDLINE | ID: mdl-30178920

ABSTRACT

In this study, poly(glycidyl methacrylate-ethyleneglycol dimethacrylate) monolith functionalized with cobalt phthalocyanine tetracarboxylic acid is prepared. The polymer monolithic material is used for glycopeptides enrichment coupled with MALDI-TOF MS. By taking advantage of cobalt phthalocyanine including hydrogen bonds between isoindole subunits of phthalocyanine and glycans, coordination interaction between cobalt and glycopeptides, the monolithic material is successfully applied to the enrichment of glycopeptides efficiently and selectively. With IgG and horse radish peroxidase as the model glycoproteins, 28 and 17 glycopeptides could be identified respectively after enrichment with the monolith, only four and three glycopeptides could be obtained for direct analysis. The monolith is also employed to the digests mixture of BSA and IgG (50:1, m/m), indicating the high enrichment selectivity of glycopeptides even in the presence of a large interference ratio. The detection limit is determined to be 6.7 fmol, implying that the present method had great potential for trace sample analysis. In addition, the monolith was successfully applied to the enrichment of N-linked glycans in human serum samples, demonstrating its great potential for the analysis of glycoproteins.


Subject(s)
Carboxylic Acids/chemistry , Glycopeptides/isolation & purification , Glycoproteins/isolation & purification , Indoles/chemistry , Organometallic Compounds/chemistry , Polymers/chemistry , Polysaccharides/isolation & purification , Crown Ethers , Epoxy Compounds/chemistry , Glycopeptides/blood , Glycoproteins/blood , Humans , Methacrylates/chemistry , Polysaccharides/blood
18.
J Proteome Res ; 17(11): 3761-3773, 2018 11 02.
Article in English | MEDLINE | ID: mdl-30261726

ABSTRACT

Understanding the functional role of glycosylation-mediated pathogenesis requires deep characterization of glycoproteome, which remains extremely challenging due to the inherently complex nature of glycoproteins. We demonstrate the utility of lectin-magnetic nanoprobe (MNP@lectin) coupled to Orbitrap HCD-CID-MS/MS for complementary glycotope-specific enrichment and site-specific glycosylation analysis of the glycoproteome. By three nanoprobes, MNP@ConA, MNP@AAL, and MNP@SNA, our results revealed the first large-scale glycoproteome of nonsmall cell lung cancer (NSCLC) with 2290 and 2767 nonredundant glycopeptides confidently identified (Byonic score ≥100) in EGFR-TKI-sensitive PC9 and -resistant PC9-IR cells, respectively, especially with more fucosylated and sialylated glycopeptides in PC9-IR cells. The complementary enrichment was demonstrated with only five glycopeptides commonly enriched in three MNP@lectins. Glycotope specificity of 79 and 62% for enrichment was achieved using MNP@AAL and MNP@SNA, respectively. Label-free quantitation revealed predominant fucosylation in PC9-IR cells, suggesting its potential role associated with NSCLC resistance. Moreover, without immunoprecipitation, this multilectin nanoprobe allows the sensitive identification of 51 glycopeptides from 10 of 12 reported sites from onco-protein EGFR. Our results not only demonstrated a sensitive approach to study the vastly under-represented N-glycoprotome but also may pave the way for a glycoproteomic atlas to further explore the site-specific function of glycoproteins associated with drug resistance in NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung/chemistry , Glycopeptides/isolation & purification , Glycoproteins/isolation & purification , Lectins/chemistry , Lung Neoplasms/chemistry , Proteome/isolation & purification , Tandem Mass Spectrometry/methods , Amino Acid Sequence , Carbohydrate Sequence , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Drug Resistance, Neoplasm/genetics , Glycoconjugates/chemistry , Glycoconjugates/metabolism , Glycopeptides/classification , Glycopeptides/genetics , Glycopeptides/metabolism , Glycoproteins/classification , Glycoproteins/genetics , Glycoproteins/metabolism , Glycosylation , Humans , Lectins/metabolism , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Magnetite Nanoparticles/chemistry , Molecular Probes/chemistry , Molecular Probes/metabolism , Proteome/classification , Proteome/genetics , Proteome/metabolism , Proteomics
19.
J Proteome Res ; 17(2): 834-845, 2018 02 02.
Article in English | MEDLINE | ID: mdl-29212317

ABSTRACT

High density lipoprotein (HDL) particles are believed to be protective due to their inverse correlation with the prevalence of cardiovascular diseases. However, recent studies show that in some conditions such as heart disease and diabetes, HDL particles can become dysfunctional. Great attention has been directed toward HDL particle composition because the relative abundances of HDL constituents determine HDL's functional properties. A key factor to consider when studying the structure and composition of plasma particles is the protein glycosylation. Here, we profile the O- and N-linked glycosylation of HDL associated-proteins including the truncated form of Apo CIII and their glycan heterogeneity in a site-specific manner. Apolipoprotein CIII, fetuin A, and alpha 1 antitrypsin are glycoproteins associated with lipoproteins and are implicated in many cardiovascular and other disease conditions. A targeted method (UHPLC-QQQ) was used to measure the glycoprotein concentrations and site-specific glycovariations of the proteins in human plasma and compared with HDL particles isolated from the same plasma samples. The proteins found in the plasma are differentially glycosylated compared to those isolated in HDL. The results of this study suggest that glycosylation may play a role in protein partitioning in the blood, with possible functional implications.


Subject(s)
Apolipoprotein C-III/isolation & purification , Glycopeptides/isolation & purification , Lipoproteins, HDL/isolation & purification , Protein Processing, Post-Translational , alpha 1-Antitrypsin/isolation & purification , alpha-2-HS-Glycoprotein/isolation & purification , Amino Acid Sequence , Apolipoprotein C-III/chemistry , Apolipoprotein C-III/metabolism , Carbohydrate Sequence , Chromatography, High Pressure Liquid/methods , Cluster Analysis , Glycopeptides/chemistry , Glycopeptides/metabolism , Glycosylation , Humans , Lipoproteins, HDL/chemistry , Lipoproteins, HDL/metabolism , Tandem Mass Spectrometry , alpha 1-Antitrypsin/chemistry , alpha 1-Antitrypsin/metabolism , alpha-2-HS-Glycoprotein/chemistry , alpha-2-HS-Glycoprotein/metabolism
20.
Anal Chem ; 90(12): 7357-7363, 2018 06 19.
Article in English | MEDLINE | ID: mdl-29851350

ABSTRACT

Protein glycosylation is a significant participant in a mass of biological processes, which is a pivotal protein post-translational modification. Due to the low contents of glycopeptides compared with nonglycopeptides and the microheterogeneity of glycosylation sites, highly selective enrichment methods for the purification of glycopeptides are required for the comprehensive characterization of glycoproteomics. In this work, a type of magnetic mesoporous phenolic resin (MMP) was prepared using branched polyethylenimine (PEI) as a cross-linker from a homogeneous magnetic Fe3O4@SiO2 solution in a resorcinol/formaldehyde monomer aqueous system via an in situ emulsion polymerization procedure. The results showed that MMP exhibited good biocompatibility, a mesoporous structure, nitrogen-containing functionality, excellent hydrophilicity, and solvent resistance by using multiple characterization methods. By taking advantage of the interaction between hydrophilic groups on the MMP and glycan components on the glycopeptides, the acquired MMP was utilized to the selective capture of N-glycopeptides (human IgG or HRP tryptic digests/BSA proteins = 1:50), good recovery yield (70.18-97.23%), superior binding capacity (400 mg g-1), and excellent reproducibility. Based on the outstanding performance in standard glycoproteins tryptic digests enrichment, MMP was further used to capture N-glycopeptides from tryptic digests of human serum. A total of 15 unique N-glycopeptides were identified from an ultralow sample volume (0.025 µL) of human serum. Overall, we identified 356 unique N-glycopeptides corresponding to 119 glycoproteins from human serum (0.35 µL) in the overlap of three replicate analyses. All the results have demonstrated that MMP has great potential in large-scale N-glycoproteomics research.


Subject(s)
Glycoproteins/analysis , Proteomics/methods , Resins, Synthetic/chemistry , Glycopeptides/blood , Glycopeptides/isolation & purification , Glycoproteins/blood , Glycoproteins/isolation & purification , Humans , Hydrophobic and Hydrophilic Interactions , Magnetics , Phenols , Polymerization , Porosity , Protein Binding
SELECTION OF CITATIONS
SEARCH DETAIL