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1.
BMC Med Inform Decis Mak ; 21(1): 49, 2021 02 10.
Artigo em Inglês | MEDLINE | ID: mdl-33568149

RESUMO

BACKGROUND: Rheumatoid arthritis (RA) is an autoimmune disorder with systemic inflammation and may be induced by oxidative stress that affects an inflamed joint. Our objectives were to examine isotypes of autoantibodies against 4-hydroxy-2-nonenal (HNE) modifications in RA and associate them with increased levels of autoantibodies in RA patients. METHODS: Serum samples from 155 female patients [60 with RA, 35 with osteoarthritis (OA), and 60 healthy controls (HCs)] were obtained. Four novel differential HNE-modified peptide adducts, complement factor H (CFAH)1211-1230, haptoglobin (HPT)78-108, immunoglobulin (Ig) kappa chain C region (IGKC)2-19, and prothrombin (THRB)328-345, were re-analyzed using tandem mass spectrometric (MS/MS) spectra (ProteomeXchange: PXD004546) from RA patients vs. HCs. Further, we determined serum protein levels of CFAH, HPT, IGKC and THRB, HNE-protein adducts, and autoantibodies against unmodified and HNE-modified peptides. Significant correlations and odds ratios (ORs) were calculated. RESULTS: Levels of HPT in RA patients were greatly higher than the levels in HCs. Levels of HNE-protein adducts and autoantibodies in RA patients were significantly greater than those of HCs. IgM anti-HPT78-108 HNE, IgM anti-IGKC2-19, and IgM anti-IGKC2-19 HNE may be considered as diagnostic biomarkers for RA. Importantly, elevated levels of IgM anti-HPT78-108 HNE, IgM anti-IGKC2-19, and IgG anti-THRB328-345 were positively correlated with the disease activity score in 28 joints for C-reactive protein (DAS28-CRP). Further, the ORs of RA development through IgM anti-HPT78-108 HNE (OR 5.235, p < 0.001), IgM anti-IGKC2-19 (OR 12.655, p < 0.001), and IgG anti-THRB328-345 (OR 5.761, p < 0.001) showed an increased risk. Lastly, we incorporated three machine learning models to differentiate RA from HC and OA, and performed feature selection to determine discriminative features. Experimental results showed that our proposed method achieved an area under the receiver operating characteristic curve of 0.92, which demonstrated that our selected autoantibodies combined with machine learning can efficiently detect RA. CONCLUSIONS: This study discovered that some IgG- and IgM-NAAs and anti-HNE M-NAAs may be correlated with inflammation and disease activity in RA. Moreover, our findings suggested that IgM anti-HPT78-108 HNE, IgM anti-IGKC2-19, and IgG anti-THRB328-345 may play heavy roles in RA development.


Assuntos
Artrite Reumatoide , Autoanticorpos , Aldeídos , Artrite Reumatoide/diagnóstico , Feminino , Humanos , Peptídeos , Espectrometria de Massas em Tandem
2.
Molecules ; 24(9)2019 Apr 26.
Artigo em Inglês | MEDLINE | ID: mdl-31027344

RESUMO

The objective of this study was to identify novel acetylation (Ac) modifications of the C1-inhibitor (C1-INH) and explain the association of the levels of autoantibodies against acetylated C1-INH peptides with the risk of developing systemic lupus erythematosus (SLE). Ac modifications of the C1-INH were identified and validated through in-gel digestion, nano-liquid chromatography-tandem mass spectrometry, immunoprecipitation, and Western blotting by using serum protein samples obtained from patients with SLE and age-matched healthy controls (HCs). In addition, the levels of serum C1-INH, Ac-protein adducts, and autoantibodies against unmodified and acetylated C1-INH peptides were measured. C1-INH levels in patients with SLE were significantly lower than those in HCs by 1.53-fold (p = 0.0008); however, Ac-protein adduct concentrations in patients with SLE were significantly higher than those in HCs by 1.35-fold (p = 0.0009). Moreover, immunoglobulin M (IgM) anti-C1-INH367-385 Ac and IgA anti-C1-INH367-385 Ac levels in patients with SLE were significantly lower than those in HCs. The low levels of IgM anti-C1-INH367-385 (odds ratio [OR] = 4.725, p < 0.001), IgM anti-C1-INH367-385 Ac (OR = 4.089, p = 0.001), and IgA anti-C1-INH367-385 Ac (OR = 5.566, p < 0.001) indicated increased risks for the development of SLE compared with HCs.


Assuntos
Proteína Inibidora do Complemento C1/imunologia , Imunoglobulina A/imunologia , Imunoglobulina M/imunologia , Lúpus Eritematoso Sistêmico/imunologia , Peptídeos/imunologia , Acetilação , Sequência de Aminoácidos , Autoanticorpos/imunologia , Autoantígenos/imunologia , Proteína Inibidora do Complemento C1/química , Proteína Inibidora do Complemento C1/metabolismo , Feminino , Humanos , Lúpus Eritematoso Sistêmico/sangue , Peso Molecular , Peptídeos/química , Ligação Proteica/imunologia , Curva ROC , Taiwan
3.
Int J Mol Sci ; 18(12)2017 Dec 18.
Artigo em Inglês | MEDLINE | ID: mdl-29258281

RESUMO

The aim of this study was to examine oxidative stress and low level of α-1-antitrypsin (A1AT) in primary Sjögren's syndrome (pSS), and evaluate the associated autoreactivity against unmodified and their 4-hydroxy-2-nonenal (HNE)-modified peptides with pSS. Two differentially expressed proteins, α-1-acid glycoprotein 1 (A1AG1) and A1AT, exhibited 2-fold differences, and their HNE modifications were identified by depleted-albumin and immunoglobulin G (IgG) serum protein, in-solution digestion, in-gel digestion, and nano-liquid chromatography-tandem mass spectrometry (nano-LC-MS/MS) from pSS patients and age-matched healthy controls (HCs). Furthermore, levels of proteins, confirmation of HNE modifications, HNE-protein adducts and autoreactivity against unmodified and their HNE-modified peptides were further validated. Levels of the HNE-protein adduct and A1AG1 were significantly higher in pSS patients than HCs, but levels of A1AT were significantly lower in pSS patients compared to HCs. Only the HNE modification of A1AT was confirmed. Our study suggests that elevated HNE-protein adduct, oxidative stress, level (odds ratio (OR) 4.877, p = 0.003), lowered A1AT level (OR 3.910, p = 0.010) and a decreased level of anti-A1AT50-63 IgG (OR 3.360, p = 0.010) showed an increased risk in pSS patients compared to HCs, respectively.


Assuntos
Imunoglobulina G/metabolismo , Síndrome de Sjogren/metabolismo , alfa 1-Antitripsina/metabolismo , Aldeídos/metabolismo , Autoanticorpos/metabolismo , Feminino , Humanos , Estresse Oxidativo/fisiologia
4.
J Proteomics ; 170: 141-150, 2018 01 06.
Artigo em Inglês | MEDLINE | ID: mdl-28870784

RESUMO

This study identified and validated four differentially expressed novel malondialdehyde (MDA)-modified peptide adducts and evaluated autoantibodies against native and MDA-modified peptides among Taiwanese women patients with rheumatoid arthritis (RA), osteoarthritis (OA) and healthy controls (HCs). Ig kappa chain C region76-99, alpha-1-antitrypsin284-298, alpha-2-macroglobulin824-841, and apolipoprotein B-1004022-4040 exhibiting 2-fold differences in relative modification ratios were identified by concanavalin A (Con A) affinity chromatography, 1D SDS-PAGE, in-gel digestion, nano-LC/MS/MS and nano-LC/MS using pooled serum-derived Con A-captured proteins from 9 RA and 9 age-matched HCs. Furthermore, the levels of proteins, serum MDA, and MDA-modified protein adducts were further validated against individual serum from 20 RA and 20 HCs, and autoantibodies against native and their MDA-modified peptides used 45 RA, 30 OA and 45 HCs. Levels of serum MDA and MDA-modified protein adducts were significantly higher in RA than HCs but protein levels were not significantly different. Serum Igs G and M against MDA-modified peptides showed better diagnostic performance in differentiating among patients with RA, OA and HCs, with an area under the receiver operating characteristic curve of 0.96-0.98, sensitivity of 88.9%-97.8%, and specificity of 88.9%-100%. Autoantibodies against MDA-modified epitopes become useful clinical biomarkers for RA. BIOLOGICAL SIGNIFICANCE: By using a label-free relative quantitative proteomic analysis of concanavalin A (Con A)-bound serum samples, the current study discovered and validated malondialdehyde (MDA)-modified peptide adducts as novel biomarkers for differentiating between rheumatoid arthritis (RA) patients and healthy controls (HCs). In addition, the serum levels of MDA, proteins, and MDA-modified protein adducts as well as the MDA modification of proteins were determined. Isotypes of autoantibodies against MDA-modified peptide adducts can be used as serological biomarkers for further discriminating among RA patients, osteoarthritis patients and HCs. This strategy can become the basis for identifying potential diagnostic and pathological biomarkers for RA.


Assuntos
Artrite Reumatoide/sangue , Autoanticorpos/sangue , Cadeias kappa de Imunoglobulina/sangue , Malondialdeído/sangue , Peptídeos/sangue , Adulto , Idoso , Biomarcadores/sangue , Feminino , Humanos , Pessoa de Meia-Idade , Proteômica/métodos , Taiwan
5.
J Proteomics ; 141: 1-11, 2016 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-27072115

RESUMO

UNLABELLED: The purpose of this study was to discover and validate inter-alpha-trypsin inhibitor heavy chain H3 (ITIH3) as novel biomarkers, and evaluate autoantibody isotypes against an unmodified and citrullinated ITIH3(542-556) peptide among Taiwanese female patients with rheumatoid arthritis (RA), primary Sjögren's syndrome (pSS), secondary Sjögren's syndrome in rheumatoid arthritis (RA-sSS), and healthy controls (HCs). We used concanavalin A (Con A) affinity chromatography, 1-D SDS-PAGE, and label-free nano-LC-MS/MS to screen biomarker candidates (serum-derived Con A-captured proteins) and then identify PTMs of validated biomarkers (serum proteins) using pooled serum from 7 RA-sSS female patients and 7 age-matched HCs (the discovery set). Furthermore, the protein level and autoantibody isotype analyses were further validated against individual serum from 18 HCs, 18 RA, 18 pSS, and 18 RA-sSS patients (the validation set). Con A-bound ITIH3 was identified and validated as the only differentially expressed protein, which was elevated. Additionally, 2 novel PTMs in ITIH3 were identified and included citrullination at arginine-(546) and arginine-(556), and hexosamine at tryptophan-(558). Further, concentrations of anti-citrullinatd-ITIH3(542-556) peptide autoantibodies significantly increased in patients with RA, pSS, and RA-sSS compared to HCs. Especially, autoantibody IgM against the citrullinated-ITIH3(542-556) peptide showed better diagnostic performance in discriminating both RA versus pSS and pSS versus RA-sSS. SIGNIFICANCE: By using comparative proteomic analysis of serum samples, the current study discovered and validates differentially expressed Con A-bound ITIH3 as a potential biomarker for secondary Sjögren's syndrome (SS) in rheumatoid arthritis (RA) patients and healthy controls (HCs). Besides, hexosamine and citrullination on ITIH3 were further identified. Through analyzing autoantibody isotypes against the citrullinated ITIH3 peptide, patients with RA, primary SS, and RA-secondary SS, and HCs can be further discriminated. The current strategy can be applied for identifying potential diagnostic and pathologic markers for autoimmune diseases.


Assuntos
alfa-Globulinas/imunologia , Artrite Reumatoide/imunologia , Autoanticorpos/sangue , Síndrome de Sjogren/imunologia , Adulto , Artrite Reumatoide/diagnóstico , Autoanticorpos/imunologia , Proteínas Sanguíneas/metabolismo , Citrulina/metabolismo , Feminino , Humanos , Isotipos de Imunoglobulinas/sangue , Isotipos de Imunoglobulinas/imunologia , Pessoa de Meia-Idade , Síndrome de Sjogren/diagnóstico , Taiwan
6.
J Proteomics ; 126: 252-62, 2015 Aug 03.
Artigo em Inglês | MEDLINE | ID: mdl-26079612

RESUMO

APOE ε2 or ε4 alleles being used as indicators of breast cancer risk are controversial in Taiwanese females. We provide a concept for relative comparisons of post-translational modifications (PTMs) of plasma apolipoprotein E (ApoE) between normal controls and breast cancer patients to investigate the association of ApoE with breast cancer risk. APOE polymorphisms (ApoE isoforms) were not assessed in this study. The relative modification ratio (%) of 15 targeted and 21 modified peptides were evaluated by 1D SDS-PAGE, in-gel digestion, and label-free nano-LC/MS to compare normal controls with breast cancer patients. Plasma levels of the ApoE protein did not significantly differ between normal controls and breast cancer patients. Eleven sites with novel PTMs were identified from 7 pairs of differentially expressed targeted and modified peptides according to the relative modification ratio including methylation at the E3 (↑1.45-fold), E7 (↑1.45-fold), E11 (↑1.19-fold), E77 (↑2.02-fold), E87 (↑2.02-fold), and Q98 (↑1.62-fold) residues; dimethylation at the Q187 (↑1.44-fold) residue; dihydroxylation at the R92 (↑1.25-fold), K95 (↑1.25-fold), and R103 (↑1.25-fold) residues; and glycosylation at the S129 (↑1.14-fold) residue. The clustered methylation and dihydroxylation of plasma ApoE proteins may play a role in breast cancer.


Assuntos
Apolipoproteínas E/sangue , Neoplasias da Mama/sangue , Regulação Neoplásica da Expressão Gênica , Proteínas de Neoplasias/sangue , Processamento de Proteína Pós-Traducional , Adulto , Feminino , Humanos , Pessoa de Meia-Idade , Isoformas de Proteínas/sangue , Taiwan
8.
J Proteomics ; 83: 197-213, 2013 May 27.
Artigo em Inglês | MEDLINE | ID: mdl-23541716

RESUMO

In the study, we used Con A affinity chromatography, 1-D gel electrophoresis, and nano-LC-MS/MS to screen biomarker candidates in plasma samples obtained from 30 patients with gastric cancer and 30 healthy volunteers. First, we pooled plasma samples matched by age and sex. We identified 17 differentially expressed Con A-bound glycoproteins, including 10 upregulated proteins and 7 downregulated proteins; these differences were significant (Student's t-test, p-value<0.05). Furthermore, 2 of the upregulated proteins displayed expression levels that were increased by 2-fold or more in gastric cancer samples when compared with normal control samples. These proteins included leucine-rich alpha-2-glycoprotein (LRG1) and inter-alpha-trypsin inhibitor heavy chain H3 (ITIH3), and the expression levels were validated by Western blot analysis. Pathway and network analysis of the differentially expressed proteins by Ingenuity Pathway Analysis revealed vital canonical pathways involving acute phase response signaling, the complement system, LXR/RXR activation, hematopoiesis from pluripotent stem cells, and primary immunodeficiency signaling. Our results suggest that Con A-bound LRG1 and ITIH3 may not be practically applicable as a robust biomarker for the early detection of gastric cancer. Additionally, three novel PTMs in ITIH3 were identified and include hexose-N-acetyl-hexosamine at asparagine-(41), trimethylation at aspartic acid-(290), and flavin adenine dinucleotide at histidine-(335). BIOLOGICAL SIGNIFICANCE: Our study was to describe a combinatorial approach of Con A affinity chromatography, 1-D SDS-PAGE, and nano-LC/MS/MS that provides a label-free, comparative glycoproteomic quantification strategy for the investigation of glycoprotein profiles in plasma from gastric cancer patients versus healthy volunteers and to identify glycoprotein biomarkers for the early clinical detection of gastric cancer. Three novel PTMs, HexHexNAc, trimethylation and FAD, in Con A-bound ITIH3 were identified and built in molecular modeling. The aspartic acid-(290) trimethylation site was located in a metal ion-dependent adhesion site (MIDAS motif; (290)-DXSXS…T…D-(313)) that may influence important function for binding protein ligands.


Assuntos
Biomarcadores Tumorais/sangue , Proteínas Sanguíneas/metabolismo , Concanavalina A/química , Glicoproteínas/sangue , Proteínas de Neoplasias/sangue , Processamento de Proteína Pós-Traducional , Proteoma/metabolismo , Proteômica/métodos , Neoplasias Gástricas/sangue , Idoso , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/isolamento & purificação , Proteínas Sanguíneas/análise , Proteínas Sanguíneas/isolamento & purificação , Cromatografia de Afinidade/métodos , Feminino , Regulação Neoplásica da Expressão Gênica , Glicoproteínas/análise , Glicoproteínas/isolamento & purificação , Humanos , Masculino , Pessoa de Meia-Idade , Proteínas de Neoplasias/análise , Proteínas de Neoplasias/isolamento & purificação , Proteoma/análise , Proteoma/isolamento & purificação
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