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Yigitbasi T, Calibasi-Kocal G, Buyukuslu N, Atahan MK, Kupeli H, Yigit S, Tarcan E, Baskin Y. An efficient biomarker panel for diagnosis of breast cancer using surface-enhanced laser desorption ionization time-of-flight mass spectrometry. Biomed Rep 2018; 8:269-274. [PMID: 29456844 DOI: 10.3892/br.2018.1042] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 12/11/2017] [Indexed: 01/21/2023] Open
Abstract
Breast cancer (BC) is the most frequently diagnosed cancer that affects women worldwide. Early detection of BC is important to improve survival rates and decrease mortality. The aim of the present study was to investigate serum biomarkers using surface-enhanced laser desorption ionization time-of-flight mass spectrometry (SELDI-TOF-MS) to distinguish patients with BC from the healthy population and patients with benign breast diseases (BBDs). A total of 62 patients with invasive ductal carcinoma, as confirmed by histopathology, and 47 non-cancerous individuals (NCIs) [16 healthy controls (HCs) and 31 patients with BBD] were enrolled in the present study. Serum protein profiles were determined by SELDI-TOF-MS using an immobilized metal affinity capture array. Serum from patients with BC were compared with that from the HC group using univariate and multivariate statistical analyses. A total of 118 clusters were generated from the individual serum. Univariate analysis revealed that 5 peaks were significantly downregulated (m/z 1,452, 2,670, 3,972, 5,354 and 5,523; P<0.001) and 4 were upregulated (m/z 6,850, 7,926, 8,115 and 8,143; P<0.001) in patients with BC compared with the HC group. A comparison of patients with BC and patients with BBD revealed an additional 9 protein peaks. Among these, 3 peaks (m/z 3,972, 5,336 and 11,185) were significantly downregulated and 6 peaks (m/z 4,062, 4,071, 4,609, 6,850, 8,115 and 8,133) were significantly upregulated. A total of 3 peaks [mass-to-change ratio (m/z) 3,972, 6,850 and 8,115 (BC2)] were common in both sets. The results of the present study suggest that a 4 protein peak set [m/z 3,972, 6,850 and 8,115 (BC2) and 8,949 (BC3)] could be used to distinguish patients with BC from NCI.
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Affiliation(s)
- Turkan Yigitbasi
- Department of Biochemistry, School of Medicine, Istanbul Medipol University, Istanbul 34810, Turkey
| | - Gizem Calibasi-Kocal
- Department of Basic Oncology, Institute of Oncology, Dokuz Eylul University, Izmir 35340, Turkey
| | - Nihal Buyukuslu
- Department of Nutrition and Dietetics, School of Health Sciences, Istanbul Medipol University, Istanbul 34810, Turkey
| | - Murat Kemal Atahan
- Department of General Surgery, Ataturk Training and Research Hospital, Katip Celebi University, Izmir 35360, Turkey
| | - Hakan Kupeli
- Department of General Surgery, Ataturk Training and Research Hospital, Katip Celebi University, Izmir 35360, Turkey
| | - Seyran Yigit
- Department of Pathology, Ataturk Training and Research Hospital, Katip Celebi University, Izmir 35360, Turkey
| | - Ercument Tarcan
- Department of General Surgery, Ataturk Training and Research Hospital, Katip Celebi University, Izmir 35360, Turkey
| | - Yasemin Baskin
- Department of Basic Oncology, Institute of Oncology, Dokuz Eylul University, Izmir 35340, Turkey
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2
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Shimizu A, Nakanishi T, Miyazaki A. Detection and characterization of variant and modified structures of proteins in blood and tissues by mass spectrometry. MASS SPECTROMETRY REVIEWS 2006; 25:686-712. [PMID: 16565975 DOI: 10.1002/mas.20086] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Some variant proteins cause diseases, and some diseases result in increases of proteins with abnormally modified structures. The detection, characterization, and estimation of the relative amounts of protein variants and abnormally modified proteins are important for clinical diagnosis and for elucidation of the mechanisms of the pathogenesis of diseases. Analysis of the covalent structures of proteins using matrix-assisted laser desorption time-of-flight mass spectrometry (MALDI-TOF-MS) and liquid chromatography-electrospray ionization MS (LC-ESI-MS), which had been developed by the early 1990s, have largely replaced analyses by conventional protein chemistry. Here, we review the detection and characterization of hemoglobin variants, HbA1c measurement, detection of carbohydrate-deficient transferrin, and identification of variants of transthyretin (TTR) and Cu/Zn-superoxide dismutase (SOD-1) using soft ionization MS. We also propose the diagnostic application of the signals of modified forms of TTR, that is, S-sulfonated TTR and S-homocysteinyl TTR. The relative peak height ratio of the abnormal/normal components gives valuable information about the instability of variants and enables the detection of unstable Hb subunits or thalassemia heterozygotes. We found unique modified structures of TTR that suggested changes in amyloid fibrils.
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Affiliation(s)
- Akira Shimizu
- Department of Clinical Pathology, Osaka Medical College, 2-7 Daigakucho, Takatsuki City, Osaka 569-8686, Japan.
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del Castillo Busto ME, Montes-Bayón M, Blanco-González E, Meija J, Sanz-Medel A. Strategies To Study Human Serum Transferrin Isoforms Using Integrated Liquid Chromatography ICPMS, MALDI-TOF, and ESI-Q-TOF Detection: Application to Chronic Alcohol Abuse. Anal Chem 2005; 77:5615-21. [PMID: 16131073 DOI: 10.1021/ac050574s] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Variations in the distribution of sialoforms of human serum transferrin (Tf) in correlation with pathological states, which are associated with abnormalities in glycosylation, is of great clinical interest. In such studies, the methodologies of analysis are required to be sensitive and selective for observing small variations among isoforms and able to characterize the molecular structure of such forms. Thus, the present work describes, in the first part, the separation of transferrin isoforms, after iron saturation of the protein, by high-performance liquid chromatography (HPLC) and the on-line specific atomic detection of the iron present on each of the separated isoforms by on-line coupling the HPLC system to an inductively coupled plasma mass spectrometer (ICPMS). This allowed low detection levels for the different isoforms (L.D. 0.03 microMTf). After screening of the isoforms containing iron by ICPMS, structural characterization of each isoform can be independently carried out. Thus, matrix-assisted laser desorption/ionization mass spectrometry (MALDI-TOF) and electrospray mass spectrometry (ESI-Q-TOF) are compared in the second part of this study. The different atomic and molecular MS methods revealed the presence of elevated carbohydrate-deficient transferrin (CDT) isoforms in human serum samples from chronic alcohol consumption patients. MALDI-TOF appeared to be sensitive to concentration levels of the analytes, and the observed mass accuracy was highly compromised by the protein heterogeneity (peak width at half-maximum approximately 2000 Da for every fraction). On the other hand, ESI-Q-TOF allowed good mass accuracy (m < or = 0.05%) and peak width of 45 Da in the deconvoluted spectra; while ICPMS detection could be preferable for sensitive protein isoforms determinations, ESI-Q-TOF turns out to be an excellent "fingerprinting" technique for alcoholism diagnosis.
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Affiliation(s)
- M Estela del Castillo Busto
- Department of Physical and Analytical Chemistry. University of Oviedo, C/Julián Clavería 8, 33006 Oviedo, Spain
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4
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Shimizu A, Nakanishi T, Kishikawa M, Miyazaki A. Detection and identification of protein variants and adducts in blood and tissues: an application of soft ionization mass spectrometry to clinical diagnosis. J Chromatogr B Analyt Technol Biomed Life Sci 2002; 776:15-30. [PMID: 12127321 DOI: 10.1016/s1570-0232(02)00031-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The detection and identification of protein variants and abnormally increased modified proteins are important for clinical diagnosis. We applied soft ionization mass spectrometry (MS) to analyze proteins in blood and tissues from various patients. Over the past 8 years, we diagnosed 132 cases (55 kinds) of variant proteins including hemoglobin (Hb), transthyretin (TTR), and Cu/Zn-superoxide dismutase (SOD-1), using MS as the leading technology. Of these variants, eight were new, and nine were the first cases in Japan. Some abnormal Hb cause diseases, and most of them cause erroneous levels of glycated Hb, HbA1c, i.e., a popular index of diabetes. Most of the variant TTR causes amyloidotic polyneuropathy. Variant SOD-1 causes amyotrophic lateral sclerosis. We first showed that immunoprecipitation by a specific antiserum is a reliable and simple method to prepare protein from sera and tissues for analysis by matrix-assisted laser desorption time-of-flight MS, and liquid chromatography-electrospray ionization MS (LC-ESI-MS). The use of this technology has become widespread. Using an immunoprecipitated target protein and LC-ESI-MS, we showed that the ratios of tetra-, di- and a-sialo-transferrin from two cases of congenital glycoprotein deficient syndrome were clearly distinguishable from those of control samples. We first reported a unique modified form of TTR, that is, S-sulfonated TTR, which increased markedly and specifically in three cases with molibdenum cofactor deficiency. We proposed that S-sulfonated TTR is a useful marker for screening this disease. ESI-MS was successfully used for the accurate determination of HbA1c, and we clarified the extent of discrepancies between the HbA1c value measured by conventional methods and the accurate values for samples containing various Hb variants determined by the MS method.
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Affiliation(s)
- Akira Shimizu
- Department of Clinical Pathology, Osaka Medical College, 2-7 Daigakucho, Takatsuki City, Osaka 569-8686, Japan.
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5
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Saraswathi M, Nakanishi T, Shimizu A. Relative quantification of glycated Cu-Zn superoxide dismutase in erythrocytes by electrospray ionization mass spectrometry. BIOCHIMICA ET BIOPHYSICA ACTA 1999; 1426:483-90. [PMID: 10076065 DOI: 10.1016/s0304-4165(98)00171-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Electrospray ionization mass spectrometry (ESIMS) was used for relative quantification of glycated Cu-Zn superoxide dismutase (SOD-1) in human erythrocytes. SOD-1 samples were prepared from erythrocytes by removing hemoglobin using hemoglobind gel followed by ethanol and chloroform extraction. The reproducibility in measurement of the relative percentage of glycated protein was good, and the standard deviation of each measurement was 4.0%. From the mass spectral analysis of a mixture of commercial SOD-1 and in vitro partially glycated SOD-1 in several ratios, it was found that free and glycated SOD-1 have the same ionization efficiencies. The percentage of glycation on SOD-1 was measured in 30 individuals, including patients with diabetes mellitus. The glycation levels ranged from 4.5% to below the detection limit. The SOD-1 sample extracted from erythrocytes was fractionated by Glyco-Gel B chromatography, and the separated fractions were analyzed by MS. The mass spectra of absorbed fraction showed significant amounts of non-specific binding of non-glycated proteins to Glyco-Gel B.
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Affiliation(s)
- M Saraswathi
- Department of Clinical Pathology, Osaka Medical College, 2-7 Daigaku-cho, Takatsuki-city, Osaka 569-8686, Japan
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6
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Terazaki H, Ando Y, Suhr O, Ohlsson PI, Obayashi K, Yamashita T, Yoshimatsu S, Suga M, Uchino M, Ando M. Post-translational modification of transthyretin in plasma. Biochem Biophys Res Commun 1998; 249:26-30. [PMID: 9705825 DOI: 10.1006/bbrc.1998.9097] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
To determine the behavior of transthyretin (TTR) in blood circulation, TTR purified from normal subjects' plasma was injected to rats, and blood and urine were collected time dependently. Although TTR in plasma was proven to be a predominantly cysteine (Cys) conjugated form by electrospray ionization mass spectrometry (ESI-MS) analysis, it was gradually converted into free, 32 Da (dihydroxylation), 80 Da (phosphorylation), and 306 Da (glutathionylation), increased forms in molecular weight of TTR. The plasma levels of TTR were decreased in a time-dependent manner with the half life of 72.4 min. No secretion of TTR into the urine was observed by ESI-MS. In conclusion, this method can be simply performed without loading a radioactive molecule to the targeted protein. It offers a possibility to determine natural protein behaviors in the blood stream.
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Affiliation(s)
- H Terazaki
- First Department of Internal Medicine, Kumamoto University School of Medicine, Japan
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7
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Nakanishi T, Kishikawa M, Miyazaki A, Shimizu A, Ogawa Y, Sakoda S, Ohi T, Shoji H. Simple and defined method to detect the SOD-1 mutants from patients with familial amyotrophic lateral sclerosis by mass spectrometry. J Neurosci Methods 1998; 81:41-4. [PMID: 9696308 DOI: 10.1016/s0165-0270(98)00012-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Mutations in Cu/Zn superoxide dismutase (SOD1) cause a subset of cases of familial amyotrophic lateral sclerosis (FALS). We established a simple and defined method to detect the mutant SODI in erythrocytes by electrospray ionization mass spectrometry (ESIMS) using materials precipitated with specific antiserum. Hemolysate was mixed with anti-SOD1 antiserum and the generated precipitate, which was soluble in the solvent for MS analysis, was injected on to an LC column connected to an ESI-mass spectrometer. MS spectra of the reduced SOD1 prepared from normal individuals showed ion peaks corresponding to free monomer SOD1. The spectra from FALS patients revealed doublet ion peaks corresponding to normal and mutant components. The ratios of mutant to normal SOD1 were about 1/2 in cases of (G37R) and (A4S), and about 0.15 in a case of (H46R). This method provides for the rapid diagnosis using small amount of specimens, and will contribute to elucidate the pathomechanism of FALS through the quantification of SOD1 mutants in erythrocytes and in tissues of nervous systems.
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Affiliation(s)
- T Nakanishi
- Department of Clinical Pathology, Osaka Medical College, Takatsuki, Japan
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8
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Peter J, Unverzagt C, Engel WD, Renauer D, Seidel C, Hösel W. Identification of carbohydrate deficient transferrin forms by MALDI-TOF mass spectrometry and lectin ELISABiochim Biophys Acta 1998 Aug 24;1381(3):356. BIOCHIMICA ET BIOPHYSICA ACTA 1998; 1380:93-101. [PMID: 9545549 DOI: 10.1016/s0304-4165(97)00135-9] [Citation(s) in RCA: 47] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Transferrin was isolated from sera of patients with severe alcohol abuse and from control sera by affinity chromatography using an immobilized polyclonal antibody from sheep, followed by gel filtration. The purified transferrin was then separated by MonoQ chromatography. Compared to the controls, sera from heavy alcohol consumers showed two additional transferrin peaks, eluting earlier than the three main transferrin forms present in all sera. Further analysis of the isolated transferrin forms by matrix assisted laser desorption/ionization time of flight mass spectrometry (MALDI-TOF-MS) and enzyme linked immunosorbent assay with different digoxigenylated lectins (lectin ELISA) revealed that the main carbohydrate deficient transferrin (CDT) forms are lacking either one or both of the N-Glycan chains.
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Affiliation(s)
- J Peter
- Institut für Organische Chemie und Biochemie, Technische Universität München, Garching, Germany
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9
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Yu L, Gaskell SJ, Brookman JL. Epitope mapping of monoclonal antibodies by mass spectrometry: identification of protein antigens in complex biological systems. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 1998; 9:208-215. [PMID: 9879358 DOI: 10.1016/s1044-0305(97)00250-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
We describe the application of immunoaffinity extraction and mass spectrometry to the analysis of Ty1 Gag protein in lysates of Saccharomyces cerevisiae. A magnetic bead-conjugated monoclonal antibody was used to achieve selective extraction, the specificity of which was established by matrix-assisted laser desorption/ionization mass spectrometric (MS) analysis of an extract of the lysate of cells overexpressing the Ty1 Gag protein. MS analysis of similar extracts of lysates following tryptic hydrolysis confirmed selective extraction of the epitope-containing peptide fragment. Sufficient sensitivity was achieved to allow the application of this approach to the analysis of lysates of wild-type cells. Furthermore, the sequence of the epitope-containing peptide was confirmed by electrospray-tandem MS. To our knowledge, this constitutes the first report of the application of immunoaffinity extraction and tandem MS analysis to the characterization of an antigen recovered from a complex cellular system.
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Affiliation(s)
- L Yu
- Michael Barber Centre for Mass Spectrometry, Department of Chemistry, UMIST, Manchester, United Kingdom
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10
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Coddeville B, Carchon H, Jaeken J, Briand G, Spik G. Determination of glycan structures and molecular masses of the glycovariants of serum transferrin from a patient with carbohydrate deficient syndrome type II. Glycoconj J 1998; 15:265-73. [PMID: 9579803 DOI: 10.1023/a:1006997012617] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Serum transferrin from a child with carbohydrate deficient syndrome type II was isolated by immunoaffinity chromatography and separated into minor and major fractions by fast protein liquid chromatography. The structure of the glycans released from the major fraction by hydrazinolysis was established by application of methanolysis and 1H-NMR spectroscopy. The results led to the identification of an N-acetyllactosamininic type monosialylated, monoantennary Man(alpha1-3) linked glycan. By electrospray-mass spectrometry analysis, the whole serum transferrin was separated into at least seven species (I to VII) with molecular masses ranging from 77,958 to 79,130 Da. On the basis of a polypeptide chain molecular mass of 75,143 Da, it was calculated that the major transferrin species III (78,247 Da) contains two monosialylated monoantennary glycans. The molecular mass of transferrin species V and VI (78,678 and 78,971 Da) suggests that one of their two glycans contains an additional N-acetyllactosamine and a sialylated N-acetyllactosamine units, respectively. Transferrin species I and V were found to correspond to the desialylated forms of species III and VI. The abnormal glycan structures can be explained by a defect in the N-acetylglucosaminyltransferase II activity [Charuk et al. (1995) Eur J Biochem 230: 797-805].
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Affiliation(s)
- B Coddeville
- Laboratoire de Chimie Biologique, Unité Mixte de Recherche n 111 du Centre National de la Recherche Scientifique, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France
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11
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Ando Y, Suhr O, Yamashita T, Ohlsson PI, Holmgren G, Obayashi K, Terazaki H, Mambule C, Uchino M, Ando M. Detection of different forms of variant transthyretin (Met30) in cerebrospinal fluid. Neurosci Lett 1997; 238:123-6. [PMID: 9464635 DOI: 10.1016/s0304-3940(97)00868-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
To detect the variant transthyretin (TTR; Met30) in cerebrospinal fluid (CSF) of familial amyloidotic polyneuropathy (FAP) patients, we have applied a new method using a centrifugal concentrator device and electrospray ionization mass spectrometry (ESI-MS). Only 100 microl of CSF and 30 microl of the antibody for TTR was needed for the analysis. After preparation of the samples with anti-TTR antibody, they were passed through a 1000 kDa cut-off centrifugal concentrator which retained the antibody. By analyzing the obtained filtrate with ESI-MS, three predominant forms of normal and their variant forms of TTR were detected in CSF samples. TTR (Met30), with a molecular weight 32.0 Da higher than the normal form of TTR, was found in all FAP patients' materials. Although the ratio of the three major peaks of TTR were different in each individual, they were always found in CSF and sera. This method will contribute to make a diagnosis of neurologic disorders having a mutant protein in CSF as well as serum.
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Affiliation(s)
- Y Ando
- Department of Medicine, University of Umeå, Sweden.
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Anderson DJ, Guo B, Xu Y, Ng LM, Kricka LJ, Skogerboe KJ, Hage DS, Schoeff L, Wang J, Sokoll LJ, Chan DW, Ward KM, Davis KA. Clinical chemistry. Anal Chem 1997; 69:165R-229R. [PMID: 9195857 DOI: 10.1021/a1970008p] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
- D J Anderson
- Department of Chemistry, Cleveland State University, Ohio 44115, USA
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Abstract
The demands for highly sensitive and specific analytical techniques in biochemistry, molecular biology and biotechnology are met by new developments in mass spectrometry. Femto- to attomole sensitivity and mass accuracy in a low parts per million range can now be routinely obtained. Mass spectrometry, already accepted for studies of protein secondary modifications, must, in the future, be expected to be an important tool in protein studies on all levels, ranging from proteome analysis to studies of protein higher order structures and protein interaction.
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Affiliation(s)
- P Roepstorff
- Department of Molecular Biology, Odense University, DK 5230 Odense M, Denmark.
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Affiliation(s)
- A L Burlingame
- Department of Pharmaceutical Chemistry, University of California, San Francisco 94143-0446, USA
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