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Chen YT, Liao WR, Wang HT, Chen HW, Chen SF. Targeted protein quantitation in human body fluids by mass spectrometry. MASS SPECTROMETRY REVIEWS 2023; 42:2379-2403. [PMID: 35702881 DOI: 10.1002/mas.21788] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 01/11/2022] [Accepted: 04/08/2022] [Indexed: 06/15/2023]
Abstract
Human body fluids (biofluids) contain various proteins, some of which reflect individuals' physiological conditions or predict diseases. Therefore, the analysis of biofluids can provide substantial information on novel biomarkers for clinical diagnosis and prognosis. In the past decades, mass spectrometry (MS)-based technologies have been developed as proteomic strategies not only for the identification of protein biomarkers but also for biomarker verification/validation in body fluids for clinical applications. The main advantage of targeted MS-based methodologies is the accurate and specific simultaneous quantitation of multiple biomarkers with high sensitivity. Here, we review MS-based methodologies that are currently used for the targeted quantitation of protein components in human body fluids, especially in plasma, urine, cerebrospinal fluid, and saliva. In addition, the currently used MS-based methodologies are summarized with a specific focus on applicable clinical sample types, MS configurations, and acquisition modes.
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Affiliation(s)
- Yi-Ting Chen
- Department of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Nephrology, Kidney Research Center, Linkou Medical Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
- Molecular and Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
- Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Wan-Rou Liao
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan
| | - Hsueh-Ting Wang
- Instrumentation Center, National Taiwan Normal University, Taipei, Taiwan
| | - Hsiao-Wei Chen
- Molecular and Medicine Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Sung-Fang Chen
- Department of Chemistry, National Taiwan Normal University, Taipei, Taiwan
- Instrumentation Center, National Taiwan Normal University, Taipei, Taiwan
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Brackhan M, Calza G, Lundgren K, Bascuñana P, Brüning T, Soliymani R, Kumar R, Abelein A, Baumann M, Lalowski M, Pahnke J. Isotope-labeled amyloid-β does not transmit to the brain in a prion-like manner after peripheral administration. EMBO Rep 2022; 23:e54405. [PMID: 35620875 PMCID: PMC9253763 DOI: 10.15252/embr.202154405] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 04/30/2022] [Accepted: 05/03/2022] [Indexed: 12/16/2022] Open
Abstract
Findings of early cerebral amyloid-β deposition in mice after peripheral injection of amyloid-β-containing brain extracts, and in humans following cadaveric human growth hormone treatment raised concerns that amyloid-β aggregates and possibly Alzheimer's disease may be transmissible between individuals. Yet, proof that Aβ actually reaches the brain from the peripheral injection site is lacking. Here, we use a proteomic approach combining stable isotope labeling of mammals and targeted mass spectrometry. Specifically, we generate 13 C-isotope-labeled brain extracts from mice expressing human amyloid-β and track 13 C-lysine-labeled amyloid-β after intraperitoneal administration into young amyloid precursor protein-transgenic mice. We detect injected amyloid-β in the liver and lymphoid tissues for up to 100 days. In contrast, injected 13 C-lysine-labeled amyloid-β is not detectable in the brain whereas the mice incorporate 13 C-lysine from the donor brain extracts into endogenous amyloid-β. Using a highly sensitive and specific proteomic approach, we demonstrate that amyloid-β does not reach the brain from the periphery. Our study argues against potential transmissibility of Alzheimer's disease while opening new avenues to uncover mechanisms of pathophysiological protein deposition.
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Affiliation(s)
- Mirjam Brackhan
- Department of Pathology, Section of Neuropathology, Translational Neurodegeneration Research and Neuropathology Lab, University of Oslo and Oslo University Hospital, Oslo, Norway.,LIED, University of Lübeck, Lübeck, Germany
| | - Giulio Calza
- Meilahti Clinical Proteomics Core Facility, Faculty of Medicine, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Kristiina Lundgren
- Meilahti Clinical Proteomics Core Facility, Faculty of Medicine, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Pablo Bascuñana
- Department of Pathology, Section of Neuropathology, Translational Neurodegeneration Research and Neuropathology Lab, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Thomas Brüning
- Department of Pathology, Section of Neuropathology, Translational Neurodegeneration Research and Neuropathology Lab, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Rabah Soliymani
- Meilahti Clinical Proteomics Core Facility, Faculty of Medicine, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Rakesh Kumar
- Department of Biosciences and Nutrition, Karolinska Institute, Huddinge, Sweden
| | - Axel Abelein
- Department of Biosciences and Nutrition, Karolinska Institute, Huddinge, Sweden
| | - Marc Baumann
- Meilahti Clinical Proteomics Core Facility, Faculty of Medicine, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Maciej Lalowski
- Meilahti Clinical Proteomics Core Facility, Faculty of Medicine, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Jens Pahnke
- Department of Pathology, Section of Neuropathology, Translational Neurodegeneration Research and Neuropathology Lab, University of Oslo and Oslo University Hospital, Oslo, Norway.,LIED, University of Lübeck, Lübeck, Germany.,Department of Pharmacology, Faculty of Medicine, University of Latvia, Riga, Latvia
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Chen HH, Ho CS, Hsu MH, Lin YC, Chang JF, Yang SY. Effect of Time to Detection on the Measured Concentrations of Blood Proteins Associated with Alzheimer’s Disease. Dement Geriatr Cogn Dis Extra 2022; 12:82-89. [PMID: 35702342 PMCID: PMC9149539 DOI: 10.1159/000515072] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 02/03/2021] [Indexed: 11/19/2022] Open
Abstract
Background For assays using immunomagnetic reduction, a reagent composed of antibody-functionalized magnetic nanoparticles is dispersed in phosphate-buffered saline solution. The real-time signals of alternating-current (ac) magnetic susceptibility, χ<sub>ac</sub>, of the reagent are subsequently recorded after mixing the reagent with a biofluid sample. After mixing the reagent and sample, the reduction in χ<sub>ac</sub> of the mixture is calculated and used to quantify the concentration of the target biomarker in the sample. The reduction does not occur immediately but rather occurs at some time after mixing. This observation implies that the time elapsed before recording the real-time signals of χ<sub>ac</sub> of a reagent-sample mixture needs to be investigated to ensure that the signals are fully recorded. In this work, the effect of time to detection on the measured concentrations of proteins in human plasma after mixing the reagent and sample is examined. Methods The proteins analyzed are related to Alzheimer's disease: amyloid β 1–40, amyloid β 1–42, and Tau protein. The investigated times to detection after the mixing the reagent and sample are 0, 20, 30, 40, and 120 min. Results The results show that the recording of real-time signals of χ<sub>ac</sub> should be conducted within 20 min after mixing the reagent and sample.
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Evidence of plasma biomarkers indicating high risk of dementia in cognitively normal subjects. Sci Rep 2022; 12:1192. [PMID: 35075194 PMCID: PMC8786959 DOI: 10.1038/s41598-022-05177-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 01/07/2022] [Indexed: 11/08/2022] Open
Abstract
Subjects with comorbidities are at risk for neurodegeneration. There is a lack of a direct relationship between comorbidities and neurodegeneration. In this study, immunomagnetic reduction (IMR) assays were utilized to assay plasma Aβ1-42 and total tau protein (T-Tau) levels in poststroke (PS, n = 27), family history of Alzheimer's disease (ADFH, n = 35), diabetes (n = 21), end-stage renal disease (ESRD, n = 41), obstructive sleep apnea (OSA, n = 20), Alzheimer's disease (AD, n = 65). Thirty-seven healthy controls (HCs) were enrolled. The measured concentrations of plasma Aβ1-42 were 14.26 ± 1.42, 15.43 ± 1.76, 15.52 ± 1.60, 16.15 ± 1.05, 16.52 ± 0.59, 15.97 ± 0.54 and 20.06 ± 3.09 pg/mL in HC, PS, ADFH, diabetes, ESRD, OSA and AD groups, respectively. The corresponding concentrations of plasma T-Tau were 15.13 ± 3.62, 19.29 ± 8.01, 17.93 ± 6.26, 19.74 ± 2.92, 21.54 ± 2.72, 20.17 ± 2.77 and 41.24 ± 14.64 pg/mL. The plasma levels of Aβ1-42 and T-Tau in were significantly higher in the PS, ADFH, diabetes, ESRD and OSA groups than controls (Aβ1-42 in PS: 15.43 ± 1.76 pg/mL vs. 14.26 ± 1.42 pg/mL, p < 0.005; T-Tau in PS: 19.29 ± 8.01 vs. 15.13 ± 3.62 pg/mL, p < 0.005, Aβ1-42 in ADFH: 15.52 ± 1.60 pg/mL vs. 14.26 ± 1.42 pg/mL, p < 0.001; T-Tau in ADFH: 17.93 ± 6.26 vs. 15.13 ± 3.62 pg/mL, p < 0.005, Aβ1-42 in diabetes: 16.15 ± 1.05 pg/mL vs. 14.26 ± 1.42 pg/mL, p < 0.001; T-Tau in diabetes: 19.74 ± 2.92 vs. 15.13 ± 3.62 pg/mL, p < 0.001, Aβ1-42 in ESRD: 16.52 ± 0.59 pg/mL vs. 14.26 ± 1.42 pg/mL, p < 0.001; T-Tau in ESRD: 21.54 ± 2.72 vs. 15.13 ± 3.62 pg/mL, p < 0.001, Aβ1-42 in OSA: 15.97 ± 0.54 pg/mL vs. 14.26 ± 1.42 pg/mL, p < 0.001; T-Tau in OSA: 20.17 ± 2.77 vs. 15.13 ± 3.62 pg/mL, p < 0.001). This evidence indicates the high risk for dementia in these groups from the perspective of plasma biomarkers.
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Hu CJ, Chiu MJ, Pai MC, Yan SH, Wang PN, Chiu PY, Lin CH, Chen TF, Yang FC, Huang KL, Hsu YT, Hou YC, Lin WC, Lu CH, Huang LK, Yang SY. Assessment of High Risk for Alzheimer's Disease Using Plasma Biomarkers in Subjects with Normal Cognition in Taiwan: A Preliminary Study. J Alzheimers Dis Rep 2021; 5:761-770. [PMID: 34870102 PMCID: PMC8609520 DOI: 10.3233/adr-210310] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Background In Alzheimer's disease (AD), cognitive impairment begins 10-15 years later than neurodegeneration in the brain. Plasma biomarkers are promising candidates for assessing neurodegeneration in people with normal cognition. It has been reported that subjects with the concentration of plasma amyloid-β 1-42×total tau protein higher than 455 pg2/ml2 are assessed as having a high risk of amnesic mild impairment or AD, denoted as high risk of AD (HRAD). Objective The prevalence of high-risk for dementia in cognitively normal controls is explored by assaying plasma biomarkers. Methods 422 subjects with normal cognition were enrolled around Taiwan. Plasma Aβ1-40, Aβ1-42, and T-Tau levels were assayed using immunomagnetic reduction to assess the risk of dementia. Results The results showed that 4.6% of young adults (age: 20-44 years), 8.5% of middle-aged adults (age: 45-64 years), and 7.3% of elderly adults (age: 65-90 years) had HRAD. The percentage of individuals with HRAD dramatically increased in middle-aged and elderly adults compared to young adults. Conclusion The percentage of HRAD in cognitively normal subjects are approximately 10%, which reveals that the potentially public-health problem of AD in normal population. Although the subject having abnormal levels of Aβ or tau is not definitely going on to develop cognitive declines or AD, the risk of suffering cognitive impairment in future is relatively high. Suitable managements are suggested for these high-risk cognitively normal population. Worth noting, attention should be paid to preventing cognitive impairment due to AD, not only in elderly adults but also middle-aged adults.
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Affiliation(s)
- Chaur-Jong Hu
- Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.,Department of Neurology, Dementia Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.,Graduate Institute of Neural Regenerative Medicine, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan.,Taipei Neuroscience Institute, Taipei Medical University, Taipei, Taiwan
| | - Ming-Jang Chiu
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan.,Graduate Institute of Brain and Mind Sciences, College of Medicine, National Taiwan University, Taipei, Taiwan.,Department of Psychology, National Taiwan University, Taipei, Taiwan.,Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Ming-Chyi Pai
- Division of Behavioral Neurology, Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Sui-Hing Yan
- Department of Neurology, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Pei-Ning Wang
- Department of Neurology, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan.,Department of Neurology, School of Medicine, National Yang-Ming University, Taipei, Taiwan.,Brain Research Center, National Yang-Ming University, Taipei, Taiwan
| | - Pai-Yi Chiu
- Department of Neurology, Show Chwan Memorial Hospital, Chunghwa, Taiwan.,MR-guided Focus Ultrasound Center, Chang Bin Show Chwan Memorial Hospital, Chunghwa, Taiwan
| | - Chin-Hsien Lin
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Ta-Fu Chen
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Fu-Chi Yang
- Department of Neurology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Kuo-Lun Huang
- Department of Neurology, Linkou Chang Gung Memorial Hospital, and College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yi-Ting Hsu
- Department of Neurology, China Medical University Hospital, China Medical University, Taichung, Taiwan
| | - Yi-Chou Hou
- Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.,Department of Internal Medicine, Cardinal Tien Hospital, New Taipei City, Taiwan.,School of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Wei-Che Lin
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Cheng-Hsien Lu
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Li-Kai Huang
- Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.,Department of Neurology, Dementia Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
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Liu HC, Chen HH, Ho CS, Chang JF, Lin CC, Chiu MJ, Chen TF, Hu CJ, Yan SH, Sun Y, Yang SY. Investigation of the Number of Tests Required for Assaying Plasma Biomarkers Associated with Alzheimer's Disease Using Immunomagnetic Reduction. Neurol Ther 2021; 10:1015-1028. [PMID: 34515952 PMCID: PMC8571465 DOI: 10.1007/s40120-021-00280-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 08/25/2021] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Concentrations of plasma biomarkers associated with Alzheimer's disease have been reported to be as low as several tens of picograms/milliliter (pg/ml). However, in assays measuring these biomarkers, it is likely that repeated measurements are necessary to obtain reliable values. METHODS We performed assays as a single test or as duplicate, quadruplicate, fivefold and tenfold repeated tests, on samples spiked with different concentrations of amyloid β 1-40 (Aβ1-40; 1-1000 pg/ml), Aβ1-42 (1-30,000 pg/ml) and total Tau protein (T-Tau; 0.1-1000 pg/ml), with the aim to to calculate the coefficients of variation (CVs). RESULTS The results demonstrated common changes in the CVs with changes in the number of tests for a given sample: the CVs decreased with increases in the number of tests from one to ten. All CV values were distributed within the range of 0.35 to 15.5%; as such, the CV values were all lower than the acceptable value of 20%. CONCLUSION Based on this study, a single assay of Aβ1-40, Aβ1-42 and T-Tau, respectively, provides reliable results in terms of the measurement of that plasma biomarker.
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Affiliation(s)
| | | | | | | | | | - Ming-Jang Chiu
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, 100, Taiwan
| | - Ta-Fu Chen
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, 100, Taiwan
| | - Chaur-Jong Hu
- Department of Neurology, Taipei Medical University Shuang-Ho Hospital, New Taipei City, 235, Taiwan
| | - Sui-Hing Yan
- Department of Neurology, Far Eastern Memorial Hospital, New Taipei City, 220, Taiwan
| | - Yu Sun
- Department of Neurology, En Chu Kong Hospital, New Taipei City, 237, Taiwan
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West T, Kirmess KM, Meyer MR, Holubasch MS, Knapik SS, Hu Y, Contois JH, Jackson EN, Harpstrite SE, Bateman RJ, Holtzman DM, Verghese PB, Fogelman I, Braunstein JB, Yarasheski KE. A blood-based diagnostic test incorporating plasma Aβ42/40 ratio, ApoE proteotype, and age accurately identifies brain amyloid status: findings from a multi cohort validity analysis. Mol Neurodegener 2021; 16:30. [PMID: 33933117 PMCID: PMC8088704 DOI: 10.1186/s13024-021-00451-6] [Citation(s) in RCA: 78] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 04/15/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND The development of blood-based biomarker tests that are accurate and robust for Alzheimer's disease (AD) pathology have the potential to aid clinical diagnosis and facilitate enrollment in AD drug trials. We developed a high-resolution mass spectrometry (MS)-based test that quantifies plasma Aβ42 and Aβ40 concentrations and identifies the ApoE proteotype. We evaluated robustness, clinical performance, and commercial viability of this MS biomarker assay for distinguishing brain amyloid status. METHODS We used the novel MS assay to analyze 414 plasma samples that were collected, processed, and stored using site-specific protocols, from six independent US cohorts. We used receiver operating characteristic curve (ROC) analyses to assess assay performance and accuracy for predicting amyloid status (positive, negative, and standard uptake value ratio; SUVR). After plasma analysis, sites shared brain amyloid status, defined using diverse, site-specific methods and cutoff values; amyloid PET imaging using various tracers or CSF Aβ42/40 ratio. RESULTS Plasma Aβ42/40 ratio was significantly (p < 0.001) lower in the amyloid positive vs. negative participants in each cohort. The area under the ROC curve (AUC-ROC) was 0.81 (95% CI = 0.77-0.85) and the percent agreement between plasma Aβ42/40 and amyloid positivity was 75% at the optimal (Youden index) cutoff value. The AUC-ROC (0.86; 95% CI = 0.82-0.90) and accuracy (81%) for the plasma Aβ42/40 ratio improved after controlling for cohort heterogeneity. The AUC-ROC (0.90; 95% CI = 0.87-0.93) and accuracy (86%) improved further when Aβ42/40, ApoE4 copy number and participant age were included in the model. CONCLUSIONS This mass spectrometry-based plasma biomarker test: has strong diagnostic performance; can accurately distinguish brain amyloid positive from amyloid negative individuals; may aid in the diagnostic evaluation process for Alzheimer's disease; and may enhance the efficiency of enrolling participants into Alzheimer's disease drug trials.
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Affiliation(s)
- Tim West
- C2N Diagnostics, 20 S Sarah Street, St. Louis, MO 63108 USA
| | | | | | | | | | - Yan Hu
- C2N Diagnostics, 20 S Sarah Street, St. Louis, MO 63108 USA
| | | | | | | | - Randall J. Bateman
- Department of Neurology, Hope Center for Neurological Disorders, Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO 63110 USA
| | - David M. Holtzman
- Department of Neurology, Hope Center for Neurological Disorders, Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St. Louis, MO 63110 USA
| | | | - Ilana Fogelman
- C2N Diagnostics, 20 S Sarah Street, St. Louis, MO 63108 USA
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Chang JF, Liu HC, Chen H, Chen WP, Juang JL, Wang PN, Yang SY. Effect of Times to Blood Processing on the Stability of Blood Proteins Associated with Dementia. Dement Geriatr Cogn Disord 2020; 49:303-311. [PMID: 32784295 PMCID: PMC9677837 DOI: 10.1159/000509358] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 06/09/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The stability of proteins in the collecting tubes after blood draw is critical to the measured concentrations of the proteins. Although the guidelines issued by the Clinical and Laboratory Standards Institute (CLSI) suggest centrifugation should take place within 2 h of drawing blood, it is very difficult to follow these guidelines in hospitals or clinics. It is necessary to study the effect of times to blood processing on the stability of the proteins of interest. METHODS In this work, the plasma proteins of interest were those relevant to dementia, such as amyloid β 1-40 (Aβ1-40), Aβ1-42, Tau protein (Tau), and α-synuclein. The times to blood processing after blood draw ranged from 0.5 to 8 h. The storage temperatures of blood were room temperature (approx. 25°C) and 30°C. After storage, blood samples were centrifuged at room temperature to obtain plasma samples. Ultrasensitive immunomagnetic reduction was applied to assay these proteins in the plasma. RESULTS The levels of plasma Aβ1-40, Tau, and α-synuclein did not significantly change until 8 h after blood draw when stored at room temperature. Plasma Aβ1-42 levels did not change significantly after 8 h of storage at room temperature before blood processing. Higher storage temperatures, such as 30°C, for blood samples accelerated the significant variations in the measured concentrations of Aβ1-40, Tau, and α-synuclein in plasma. CONCLUSION According to these results, for clinical practice, it is suggested that blood samples be stored at room temperature for no longer than 4.5 h after blood draw until centrifugation for the assay of dementia biomarkers in plasma.
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Affiliation(s)
| | | | - H.H. Chen
- MagQu Co., Ltd., New Taipei City, Taiwan
| | | | | | - Pei-Ning Wang
- Division of General Neurology, Department of Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan,Department of Neurology, School of Medicine, National Yang-Ming University, Taipei, Taiwan,Brain Research Center, National Yang-Ming University, Taipei, Taiwan
| | - Shieh-Yueh Yang
- MagQu Co., Ltd., New Taipei City, Taiwan, .,MagQu LLC, Surprise, Arizona, USA,
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Yang SY, Liu HC, Chen WP. Immunomagnetic Reduction Detects Plasma Aβ 1-42 Levels as a Potential Dominant Indicator Predicting Cognitive Decline. Neurol Ther 2020; 9:435-442. [PMID: 33090326 PMCID: PMC7606390 DOI: 10.1007/s40120-020-00215-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 09/23/2020] [Indexed: 11/03/2022] Open
Abstract
Although the concentrations of Alzheimer’s disease (AD) biomarkers Aβ1–40, Aβ1–42 and tau protein are very low in human plasma, ultrasensitive assays such as immunomagnetic reduction (IMR) are able to precisely quantify them. Review articles have described the detailed working mechanism of IMR and revealed the feasibility of detecting early-stage AD by assaying these plasma biomarkers with IMR. In this review, we aimed to compare the significance of these plasma biomarkers in predicting cognitive decline in patients with Down syndrome, stroke, or amnestic mild cognitive impairment based on findings in the literature. We found that plasma Aβ1–42 might play the predominant role in predicting cognitive decline in these patients.
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Affiliation(s)
- Shieh-Yueh Yang
- MagQu Co., Ltd., New Taipei City, 231, Taiwan. .,MagQu LLC, Surprise, AZ, 85378, USA.
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Vermeire PJ, Van Schepdael A, Petersen NJ. Development of a novel sheathless CE-ESI-MS interface via a CO 2 laser ablated opening. Talanta 2020; 214:120853. [PMID: 32278416 DOI: 10.1016/j.talanta.2020.120853] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 02/13/2020] [Accepted: 02/15/2020] [Indexed: 11/18/2022]
Abstract
A new and easy to construct sheathless capillary electrophoresis electro spray ionization mass spectrometry (CE-ESI-MS) interface was developed that offers several advantages compared to traditional liquid junction interfaces. The fabrication of the device only requires a CO2 laser engraver that most groups working with microfluids have access to. It only takes a few seconds to create a CO2 laser ablated opening in the bare-fused silica capillaries and the opening can be placed as close as a few mm from the spray tip. The capillary is punctured through a silicone tube such that the opening is directly placed inside this tube, which also serves as a liquid reservoir for the make-up liquid. Electrical contact required for both CE separation and ESI is established via the liquid in this reservoir which is in contact with the electrode of an external high voltage power supply. The developed CE-ESI-MS interface is capable of analysing both small molecules and biomolecules such as peptides in physisorbed PEG polymer brush coated capillaries. Proof-of-principle of the interface was demonstrated by analysing a tryptic digest of BSA. Further, a range of drugs of abuse were also investigated. The examined small molecules (pethidine, nortriptyline, methadone, haloperidol and loperamide) have a quantification limit (LOQ) of 150 ng/mL and a detection limit (LOD) of 40 ng/mL (except for loperamide: LOD = 80 ng/mL). Finally, we used our novel CE-MS interface for the analysis of the Aβ40 peptide. This is a member of the beta-Amyloid peptide family, involved in the development of Alzheimer's disease. A LOQ of 9 μg/mL was obtained for Aβ40, corresponding to 23 fmoles in a sample volume of 11 nL.
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Affiliation(s)
- Pieter-Jan Vermeire
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Herestraat 49, O&N2 PB 822, 3000, Leuven, Belgium.
| | - Ann Van Schepdael
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Herestraat 49, O&N2 PB 822, 3000, Leuven, Belgium
| | - Nickolaj J Petersen
- Department of Pharmacy, Faculty of Health and Medical Sciences, University of Copenhagen, Universitetsparken 2, DK-2100, Copenhagen, Denmark
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Chiu MJ, Chen TF, Hu CJ, Yan SH, Sun Y, Liu BH, Chang YT, Yang CC, Yang SY. Nanoparticle-based immunomagnetic assay of plasma biomarkers for differentiating dementia and prodromal states of Alzheimer's disease - A cross-validation study. NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE 2020; 28:102182. [PMID: 32222476 DOI: 10.1016/j.nano.2020.102182] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 03/10/2020] [Indexed: 12/17/2022]
Abstract
Blood-based biomarker assays of plasma β-amyloid (Aβ) and tau have the advantages of cost-effective and less invasive for the diagnosis of Alzheimer's disease (AD). We used two independent cohorts to cross-validate the clinical use of the nanoparticle-based immunomagnetic assay of plasma biomarkers to assist in the differential diagnosis of early AD. There were in total 160 subjects in the derivation cohort, and 242 in the validation cohort both containing controls, mild cognitive impairment due to AD and AD dementia diagnosed according to the 2011 NIA-AA guidelines. The cutoff value for plasma Aβ1-42 (16.4 pg/ml) performed the best in differentiating between controls and patients with prodromal or clinical AD, with 92.5% for positive percent agreement (PPA), negative percent agreement (NPA), and overall rate of agreement (ORA). Aβ1-42 × tau (642.58) was useful for separating patients with dementia and prodromal states of AD, with 84.9% PPA, 78.8% NPA and 83% ORA.
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Affiliation(s)
- Ming-Jang Chiu
- Department of Neurology, National Taiwan University of Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan; Graduate Institute of Brain and Mind Sciences, College of Medicine, National Taiwan University, Taipei, Taiwan; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan; Department of Psychology, College of Science, National Taiwan University, Taipei, Taiwan.
| | - Ta-Fu Chen
- Department of Neurology, National Taiwan University of Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chaur-Jong Hu
- Department of Neurology, Taipei Medical University Shuang-Ho Hospital, New Taipei City, Taiwan
| | - Sui-Hing Yan
- Department of Neurology, Renai Branch, Taipei City Hospital, Taipei, Taiwan; Department of Neurology, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Yu Sun
- Department of Neurology, National Taiwan University of Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan; Department of Neurology, En Chu Kong Hospital, New Taipei City, Taiwan
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12
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Abstract
Alzheimer's disease (AD) is the most common form of neurodegenerative dementia and there is no cure to date. Biomarkers in cerebrospinal fluid (CSF) are already included in the diagnostic work-up of symptomatic patients but markers for preclinical diagnosis and disease progression are not available. Furthermore, blood biomarkers are highly appreciated because they are minimally invasive and more accessible in primary care and in clinical studies. Mass spectrometry (MS) is an established tool for the measurement of various analytes in biological fluids such as blood. Its major strength is the high selectivity which is why it is also preferred as a reference method for immunoassays. MS has been used in several studies in the past for blood biomarker discovery and validation in AD using targeted MS such as multiple/selected reaction monitoring (MRM/SRM) or unbiased approaches (proteomics, metabolomics). In this short review, we give an overview on the status of current MS-based biomarker candidates for AD in blood plasma and serum.Plain Language Summary: Plain language summary available for this article.
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Affiliation(s)
- Patrick Oeckl
- Department of Neurology, Ulm University Hospital, Ulm, Germany.
| | - Markus Otto
- Department of Neurology, Ulm University Hospital, Ulm, Germany
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13
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Nagy G, Kedia K, Attah IK, Garimella SVB, Ibrahim YM, Petyuk VA, Smith RD. Separation of β-Amyloid Tryptic Peptide Species with Isomerized and Racemized l-Aspartic Residues with Ion Mobility in Structures for Lossless Ion Manipulations. Anal Chem 2019; 91:4374-4380. [PMID: 30816701 PMCID: PMC6596305 DOI: 10.1021/acs.analchem.8b04696] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Accumulation of β-amyloid (Aβ) is one of the hallmarks of Alzheimer's disease. The deposition of β-amyloid plaques is likely to start years in advance of manifestation of clinical symptoms, although the exact timing is unknown. Over the years, Aβ peptides undergo both post-translational modification and stereoisomerization. Analysis of the resulting stereoisomers is particularly challenging because of their identical elemental composition and similar physicochemical properties. Herein, we have utilized our recently developed structures for lossless ion manipulations ion mobility-mass spectrometry platform (SLIM IM-MS), in conjunction with serpentine ultralong path with extended routing (SUPER), to baseline resolve four distinct sets of Aβ17-28 tryptic peptide epimers on a rapid (∼1 s) time scale. We discovered that sodium adduct ions, [M + H + Na]2+, allowed baseline SLIM SUPER IM resolution for all Aβ epimer sets assessed, while such baseline separations were unachievable for their [M + 2H]2+ doubly protonated ions.
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Affiliation(s)
- Gabe Nagy
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Komal Kedia
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Isaac K. Attah
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Sandilya V. B. Garimella
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Yehia M. Ibrahim
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Vladislav A. Petyuk
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Richard D. Smith
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
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14
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Ahn HS, Park SJ, Jung HG, Woo SJ, Lee C. Quantification of protein markers monitoring the pre-analytical effect of blood storage time before plasma isolation using 15 N metabolically labeled recombinant proteins. JOURNAL OF MASS SPECTROMETRY : JMS 2018; 53:1189-1197. [PMID: 30251292 DOI: 10.1002/jms.4294] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Revised: 09/18/2018] [Accepted: 09/19/2018] [Indexed: 06/08/2023]
Abstract
In the hospital, blood samples are collected to monitor patients' health states, and thus various protein-based clinical methods have been developed. However, some proteins are found to change in abundances during the process of blood collection and storage. In order to account such pre-analytical effects, we performed liquid chromatography multiple reaction monitoring mass spectrometry (LC-MRM-MS) on 15 selected proteins in plasma samples prepared by varying storage time and temperature of whole blood prior to plasma isolation. Two cytosolic proteins, profilin-1 (PFN1) and thymosin beta-4 (TMSB4X), were absolutely quantified using 15 N-labeled recombinant proteins spiked externally. The other 13 proteins were quantified in a relative way compared with the two reference proteins. Triplicated LC-MRM-MS measurements showed that the median CV of MRM peak areas was 5.7%. The amounts of PFN1 and TMSB4X increased rapidly depending on the storage time between blood collection and plasma preparation. It indicates the leakage of cellular components into the plasma fraction. Relative quantification further revealed that five proteins including PFN1, S10A8, S10A9, S10A11, and TMSB4X showed significant difference (P < 0.05). We further monitored PFN1 and TMSB4X on 40 samples collected for protein diagnostics under a typical clinical study condition. Compared with the plasma samples prepared within a day, the level of both PFN1 and TMSB4X increased in the plasma samples prepared from the blood collected the day before and kept overnight at 4°C (0.51 to 3.11 μg/mL for PFN1 and 0.98 to 5.36 μg/mL for TMSB4X in average). Our result suggests an effort of assuring plasma quality for accurate protein-based diagnosis or biomarker discovery and validation.
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Affiliation(s)
- Hee-Sung Ahn
- Center for Theragnosis, Korea Institute of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea
- Division of Bio-Medical Science and Technology, KIST School, Korea University of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea
| | - Seong-Jun Park
- RetiMark Co. Ltd, 67 Seobinggoro #103-1502, Yonsan-gu, Seoul, 04385, Republic of Korea
| | - Hyun-Gyo Jung
- Center for Theragnosis, Korea Institute of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea
- Division of Bio-Medical Science and Technology, KIST School, Korea University of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea
| | - Se Joon Woo
- Department of Ophthalmology, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Gyeonggi-do, 13620, Republic of Korea
| | - Cheolju Lee
- Center for Theragnosis, Korea Institute of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea
- Division of Bio-Medical Science and Technology, KIST School, Korea University of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea
- Department of Converging Science and Technology, KHU-KIST, Kyung Hee University, 26 Kyunghee-daero, Dongdaemun-gu, Seoul, 02447, Republic of Korea
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15
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Ahn HS, Sohn TS, Kim MJ, Cho BK, Kim SM, Kim ST, Yi EC, Lee C. SEPROGADIC - serum protein-based gastric cancer prediction model for prognosis and selection of proper adjuvant therapy. Sci Rep 2018; 8:16892. [PMID: 30442939 PMCID: PMC6237900 DOI: 10.1038/s41598-018-34858-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 10/28/2018] [Indexed: 12/18/2022] Open
Abstract
Gastric cancer (GC) patients usually receive surgical treatment. Postoperative therapeutic options such as anticancer adjuvant therapies (AT) based on prognostic prediction models would provide patient-specific treatment to decrease postsurgical morbidity and mortality rates. Relevant prognostic factors in resected GC patient’s serum may improve therapeutic measures in a non-invasive manner. In order to develop a GC prognostic model, we designed a retrospective study. In this study, serum samples were collected from 227 patients at a 4-week recovery period after D2 lymph node dissection, and 103 cancer-related serum proteins were analyzed by multiple reaction monitoring mass spectrometry. Using the quantitative values of the serum proteins, we developed SEPROGADIC (SErum PROtein-based GAstric cancer preDICtor) prognostic model consisting of 6 to 14 serum proteins depending on detailed purposes of the model, prognosis prediction and proper AT selection. SEPROGADIC could clearly classify patients with good or bad prognosis at each TNM stage (1b, 2, 3 and 4) and identify a patient subgroup who would benefit from CCRT (combined chemoradiation therapy) rather than CTX (chemotherapy), or vice versa. Our study demonstrated that serum proteins could serve as prognostic factors along with clinical stage information in patients with resected gastric cancer, thus allowing patient-tailored postsurgical treatment.
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Affiliation(s)
- Hee-Sung Ahn
- Center for Theragnosis, Korea Institute of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea.,Division of Bio-Medical Science & Technology, KIST School, Korea University of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea
| | - Tae Sung Sohn
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Mi Jeong Kim
- Center for Theragnosis, Korea Institute of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea
| | - Byoung Kyu Cho
- Department of Molecular Medicine and Biopharmaceutical Sciences, School of Convergence Science and Technology and College of Medicine, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Su Mi Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Seung Tae Kim
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, Republic of Korea
| | - Eugene C Yi
- Department of Molecular Medicine and Biopharmaceutical Sciences, School of Convergence Science and Technology and College of Medicine, Seoul National University, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Cheolju Lee
- Center for Theragnosis, Korea Institute of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea. .,Division of Bio-Medical Science & Technology, KIST School, Korea University of Science and Technology, 5 Hwarangro-14-gil, Seongbuk-gu, Seoul, 02792, Republic of Korea. .,KHU-KIST Department of Converging Science and Technology, Kyung Hee University, 26 Kyunghee-daero, Dongdaemun-gu, Seoul, 02447, Republic of Korea.
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16
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Avila-Vazquez MF, Altamirano-Bustamante NF, Altamirano-Bustamante MM. Amyloid Biomarkers in Conformational Diseases at Face Value: A Systematic Review. Molecules 2017; 23:molecules23010079. [PMID: 29286329 PMCID: PMC6017595 DOI: 10.3390/molecules23010079] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Revised: 10/03/2017] [Accepted: 10/11/2017] [Indexed: 12/20/2022] Open
Abstract
Conformational diseases represent a new aspect of proteomic medicine where diagnostic and therapeutic paradigms are evolving. In this context, the early biomarkers for target cell failure (neurons, β-cells, etc.) represent a challenge to translational medicine and play a multidimensional role as biomarkers and potential therapeutic targets. This systematic review, which follows the PICO and Prisma methods, analyses this new-fangled multidimensionality, its strengths and limitations, and presents the future possibilities it opens up. The nuclear diagnosis methods are immunoassays: ELISA, immunodot, western blot, etc., while the therapeutic approach is focused on pharmaco- and molecular chaperones.
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Affiliation(s)
- Maria Fernanda Avila-Vazquez
- Unidad de Investigación en Enfermedades Metabólicas, Centro Médico Nacional Siglo XXI, IMSS, Mexico City 06720, Mexico.
- Health Department, Universidad Iberoamericana, Mexico City 01219, Mexico.
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17
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Yang SY, Chiu MJ, Chen TF, Lin CH, Jeng JS, Tang SC, Lee YF, Yang CC, Liu BH, Chen HH, Wu CC. Analytical performance of reagent for assaying tau protein in human plasma and feasibility study screening neurodegenerative diseases. Sci Rep 2017; 7:9304. [PMID: 28839167 PMCID: PMC5571227 DOI: 10.1038/s41598-017-09009-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 07/19/2017] [Indexed: 12/22/2022] Open
Abstract
Immunomagnetic reduction (IMR), which involves the use of antibody-functionalized magnetic nanoparticles to specifically label target biomarkers, was utilized to develop an assay for total tau protein in human plasma. The analytic properties of the IMR assay on tau protein were investigated. The limit of detection was found to be 0.026 pg/ml. Other properties such as Hook effect, assay linearity, dilution recovery range, reagent stability, interference test, and spiked recovery were also characterized. The ultra-sensitive IMR assay was applied to detect the plasma tau protein levels of subjects with prevalent neurodegenerative diseases, such as Alzheimer's disease (AD), mild cognitive impairment (MCI) due to AD, Parkinson's disease (PD), frontotemporal dementia (FTD) and vascular dementia (VD). The concentrations of plasma tau protein in patients with VD, PD, MCI due to AD, FTD, and AD patients were higher than that of healthy controls. Using an ROC curve analysis, the cutoff value for discriminating dementia patients from healthy controls was 17.43 pg/ml, resulting in 0.856 and 0.727 for clinical sensitivity and specificity, respectively. The area under the ROC curve was 0.908. These results imply that the IMR plasma tau assay would be useful to screen for prevalent neurodegenerative diseases.
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Affiliation(s)
- Shieh-Yueh Yang
- MagQu Co., Ltd., Xindian District, New Taipei City, 231, Taiwan.
| | - Ming-Jang Chiu
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, 100, Taiwan
- Graduate Institute of Brain and Mind Sciences, College of Medicine, National Taiwan University, Taipei, 100, Taiwan
- Department of Psychology, National Taiwan University, Taipei, 100, Taiwan
- Graduate Institute of Biomedical Engineering and Bioinformatics, National Taiwan University, Taipei, 116, Taiwan
| | - Ta-Fu Chen
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, 100, Taiwan
| | - Chin-Hsien Lin
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, 100, Taiwan
| | - Jiann-Shing Jeng
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, 100, Taiwan
| | - Sung-Chun Tang
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, 100, Taiwan
| | - Yen-Fu Lee
- MagQu Co., Ltd., Xindian District, New Taipei City, 231, Taiwan
| | - Che-Chuan Yang
- MagQu Co., Ltd., Xindian District, New Taipei City, 231, Taiwan
| | - Bing-Hsien Liu
- MagQu Co., Ltd., Xindian District, New Taipei City, 231, Taiwan
| | - Hsin-Hsien Chen
- MagQu Co., Ltd., Xindian District, New Taipei City, 231, Taiwan
| | - Chau-Chung Wu
- Departments of Internal Medicine and Primary Care Medicine, College of Medicine, National Taiwan University, Taipei, 100, Taiwan
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18
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Shin J, Song SY, Ahn HS, An BC, Choi YD, Yang EG, Na KJ, Lee ST, Park JI, Kim SY, Lee C, Lee SW. Integrative analysis for the discovery of lung cancer serological markers and validation by MRM-MS. PLoS One 2017; 12:e0183896. [PMID: 28837649 PMCID: PMC5570484 DOI: 10.1371/journal.pone.0183896] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Accepted: 08/14/2017] [Indexed: 12/18/2022] Open
Abstract
Non-small-cell lung cancer (NSCLC) constitutes approximately 80% of all diagnosed lung cancers, and diagnostic markers detectable in the plasma/serum of NSCLC patients are greatly needed. In this study, we established a pipeline for the discovery of markers using 9 transcriptome datasets from publicly available databases and profiling of six lung cancer cell secretomes. Thirty-one out of 312 proteins that overlapped between two-fold differentially expressed genes and identified cell secretome proteins were detected in the pooled plasma of lung cancer patients. To quantify the candidates in the serum of NSCLC patients, multiple-reaction-monitoring mass spectrometry (MRM-MS) was performed for five candidate biomarkers. Finally, two potential biomarkers (BCHE and GPx3; AUC = 0.713 and 0.673, respectively) and one two-marker panel generated by logistic regression (BCHE/GPx3; AUC = 0.773) were identified. A validation test was performed by ELISA to evaluate the reproducibility of GPx3 and BCHE expression in an independent set of samples (BCHE and GPx3; AUC = 0.630 and 0.759, respectively, BCHE/GPx3 panel; AUC = 0.788). Collectively, these results demonstrate the feasibility of using our pipeline for marker discovery and our MRM-MS platform for verifying potential biomarkers of human diseases.
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Affiliation(s)
- Jihye Shin
- Center for Theragnosis, Korea Institute of Science and Technology, Seongbuk-gu, Seoul, Korea
- Department of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seodaemun-gu, Seoul, Korea
| | - Sang-Yun Song
- Department of Thoracic and Cardiovascular Surgery, Chonnam National University Hwasun Hospital, Hwasun-gun, Jeollanam-do, Korea
| | - Hee-Sung Ahn
- Center for Theragnosis, Korea Institute of Science and Technology, Seongbuk-gu, Seoul, Korea
- KIST School, Korea University of Science and Technology, Daejeon, Korea
| | - Byung Chull An
- Department of Anatomy, Chonnam National University Medical School, Hwasun-gun, Jeollanam-do, Korea
| | - Yoo-Duk Choi
- Department of Pathology, Chonnam National University Hospital, Dong-gu, Gwangju, Korea
| | - Eun Gyeong Yang
- Center for Theragnosis, Korea Institute of Science and Technology, Seongbuk-gu, Seoul, Korea
| | - Kook-Joo Na
- Department of Thoracic and Cardiovascular Surgery, Chonnam National University Hwasun Hospital, Hwasun-gun, Jeollanam-do, Korea
| | - Seung-Taek Lee
- Department of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seodaemun-gu, Seoul, Korea
| | - Jae-Il Park
- Animal Facility of Aging Science, Korea Basic Science Institute, Buk-gu, Gwangju, Korea
| | - Seon-Young Kim
- Personalized Genomic Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, Korea
- Department of Functional Genomics, University of Science and Technology, Daejeon, Korea
| | - Cheolju Lee
- Center for Theragnosis, Korea Institute of Science and Technology, Seongbuk-gu, Seoul, Korea
- KIST School, Korea University of Science and Technology, Daejeon, Korea
- * E-mail: (SL); (CL)
| | - Seung-won Lee
- Department of Anatomy, Chonnam National University Medical School, Hwasun-gun, Jeollanam-do, Korea
- * E-mail: (SL); (CL)
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19
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Pottiez G, Yang L, Stewart T, Song N, Aro P, Galasko DR, Quinn JF, Peskind ER, Shi M, Zhang J. Mass-Spectrometry-Based Method To Quantify in Parallel Tau and Amyloid β 1-42 in CSF for the Diagnosis of Alzheimer's Disease. J Proteome Res 2017; 16:1228-1238. [PMID: 28112948 DOI: 10.1021/acs.jproteome.6b00829] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Alzheimer's disease (AD), the most common form of dementia, afflicts about 50 million people worldwide. Currently, AD diagnosis is primarily based on psychological evaluation and can only be confirmed post-mortem. Reliable and objective biomarkers for prognosis and diagnosis have been sought for years. Together, tau and amyloid β 1-42 (Aβ42) in cerebrospinal fluid (CSF) have been shown to provide good diagnostic sensitivity and specificity. Additionally, phosphorylated forms of tau, such as tau pS181, have also shown promising results. However, the measurement of such markers currently relies on antibody-based immunoassays that have shown variability, leading to discrepant results across laboratories. To date, mass spectrometry methods developed to evaluate CSF tau and Aβ42 are not compatible. We present in this article the development of a mass-spectrometry-based method of quantification for CSF tau and Aβ42 in parallel. The absolute concentrations of tau and Aβ42 we measured are on average 50 ng/mL (7-130 ng/mL) and 7.1 ng/mL (3-13 ng/mL), respectively. Analyses of CSF tau and Aβ42, in a cohort of patients with AD, mild cognitive impairment, and healthy controls (30 subjects), provide significant group differences evaluated with ROC curves (AUC(control-AD) and AUC(control-MCI) = 1, AUC(MCI-AD) = 0.76), with at least equivalent diagnostic utility to immunoassay measurements in the same sample set. Finally, a significant and negative correlation was found between the tau and Aβ peptides ratio and the disease severity.
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Affiliation(s)
- Gwënaël Pottiez
- Department of Pathology, School of Medicine, University of Washington , Seattle, Washington 98104, United States
| | - Li Yang
- Department of Pathology, School of Medicine, University of Washington , Seattle, Washington 98104, United States
| | - Tessandra Stewart
- Department of Pathology, School of Medicine, University of Washington , Seattle, Washington 98104, United States
| | - Ning Song
- Department of Pathology, School of Medicine, University of Washington , Seattle, Washington 98104, United States
| | - Patrick Aro
- Department of Pathology, School of Medicine, University of Washington , Seattle, Washington 98104, United States
| | - Douglas R Galasko
- Department of Neurosciences, University of California at San Diego , San Diego, California 92093, United States
| | - Joseph F Quinn
- Department of Neurology, Oregon Health and Science University , Portland, Oregon 97239, United States.,Portland VA Medical Center , Portland, Oregon 97239, United States
| | - Elaine R Peskind
- Northwest Network VISN-20 Mental Illness Research, Education, and Clinical Center, VA Puget Sound Health Care System , Seattle, Washington 98108, United States.,Department of Psychiatry and Behavioral Sciences, University of Washington , Seattle, Washington 98195, United States
| | - Min Shi
- Department of Pathology, School of Medicine, University of Washington , Seattle, Washington 98104, United States
| | - Jing Zhang
- Department of Pathology, School of Medicine, University of Washington , Seattle, Washington 98104, United States.,Department of Pathology, Peking University Health Science Centre and Third Hospital , Beijing 100083, China
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20
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Robinson RAS, Amin B, Guest PC. Multiplexing Biomarker Methods, Proteomics and Considerations for Alzheimer’s Disease. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 974:21-48. [DOI: 10.1007/978-3-319-52479-5_2] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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21
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The Role of Chromatography in Alzheimer’s Disease Drug Discovery. ADVANCES IN CHROMATOGRAPHY 2016. [DOI: 10.1201/9781315370385-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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22
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Multiple reaction monitoring and multiple reaction monitoring cubed based assays for the quantitation of apolipoprotein F. J Chromatogr B Analyt Technol Biomed Life Sci 2016; 1033-1034:278-286. [DOI: 10.1016/j.jchromb.2016.08.038] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 08/24/2016] [Accepted: 08/26/2016] [Indexed: 01/19/2023]
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23
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Shi T, Song E, Nie S, Rodland KD, Liu T, Qian WJ, Smith RD. Advances in targeted proteomics and applications to biomedical research. Proteomics 2016; 16:2160-82. [PMID: 27302376 PMCID: PMC5051956 DOI: 10.1002/pmic.201500449] [Citation(s) in RCA: 145] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Revised: 05/09/2016] [Accepted: 06/10/2016] [Indexed: 12/17/2022]
Abstract
Targeted proteomics technique has emerged as a powerful protein quantification tool in systems biology, biomedical research, and increasing for clinical applications. The most widely used targeted proteomics approach, selected reaction monitoring (SRM), also known as multiple reaction monitoring (MRM), can be used for quantification of cellular signaling networks and preclinical verification of candidate protein biomarkers. As an extension to our previous review on advances in SRM sensitivity (Shi et al., Proteomics, 12, 1074-1092, 2012) herein we review recent advances in the method and technology for further enhancing SRM sensitivity (from 2012 to present), and highlighting its broad biomedical applications in human bodily fluids, tissue and cell lines. Furthermore, we also review two recently introduced targeted proteomics approaches, parallel reaction monitoring (PRM) and data-independent acquisition (DIA) with targeted data extraction on fast scanning high-resolution accurate-mass (HR/AM) instruments. Such HR/AM targeted quantification with monitoring all target product ions addresses SRM limitations effectively in specificity and multiplexing; whereas when compared to SRM, PRM and DIA are still in the infancy with a limited number of applications. Thus, for HR/AM targeted quantification we focus our discussion on method development, data processing and analysis, and its advantages and limitations in targeted proteomics. Finally, general perspectives on the potential of achieving both high sensitivity and high sample throughput for large-scale quantification of hundreds of target proteins are discussed.
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Affiliation(s)
- Tujin Shi
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Ehwang Song
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Song Nie
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Karin D Rodland
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Tao Liu
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Wei-Jun Qian
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Richard D Smith
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, WA, USA
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24
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Percy AJ, Byrns S, Pennington SR, Holmes DT, Anderson NL, Agreste TM, Duffy MA. Clinical translation of MS-based, quantitative plasma proteomics: status, challenges, requirements, and potential. Expert Rev Proteomics 2016; 13:673-84. [DOI: 10.1080/14789450.2016.1205950] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
- Andrew J. Percy
- Department of Applications Development, Cambridge Isotope Laboratories, Inc., Tewksbury, MA, USA
| | - Simon Byrns
- Department of Surgery, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Stephen R. Pennington
- Department of Pathology, School of Medicine, UCD Conway Institute, University College Dublin, Dublin 4, Ireland
| | - Daniel T. Holmes
- Department of Pathology and Laboratory Medicine, St. Paul’s Hospital, Vancouver, BC, Canada
- Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | - N. Leigh Anderson
- Department of Clinical Biomarkers, SISCAPA Assay Technologies, Inc., Washington, DC, USA
| | - Tasha M. Agreste
- Department of Applications Development, Cambridge Isotope Laboratories, Inc., Tewksbury, MA, USA
| | - Maureen A. Duffy
- Department of Applications Development, Cambridge Isotope Laboratories, Inc., Tewksbury, MA, USA
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Zhou Y, Liu L, Hao Y, Xu M. Detection of Aβ Monomers and Oligomers: Early Diagnosis of Alzheimer's Disease. Chem Asian J 2016; 11:805-17. [DOI: 10.1002/asia.201501355] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Revised: 12/27/2015] [Indexed: 12/11/2022]
Affiliation(s)
- Yanli Zhou
- Henan Key Laboratory Cultivation Base of Nanobiological Analytical Chemistry; College of Chemistry and Chemical Engineering; Shangqiu Normal University; Shangqiu 476000 P. R. China
| | - Lantao Liu
- Henan Key Laboratory Cultivation Base of Nanobiological Analytical Chemistry; College of Chemistry and Chemical Engineering; Shangqiu Normal University; Shangqiu 476000 P. R. China
- College of Chemistry and Molecular Engineering; Zhengzhou University; Zhengzhou 450001 P. R. China
| | - Yuanqiang Hao
- Henan Key Laboratory Cultivation Base of Nanobiological Analytical Chemistry; College of Chemistry and Chemical Engineering; Shangqiu Normal University; Shangqiu 476000 P. R. China
| | - Maotian Xu
- Henan Key Laboratory Cultivation Base of Nanobiological Analytical Chemistry; College of Chemistry and Chemical Engineering; Shangqiu Normal University; Shangqiu 476000 P. R. China
- College of Chemistry and Molecular Engineering; Zhengzhou University; Zhengzhou 450001 P. R. China
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Park SJ, Ahn HS, Kim JS, Lee C. Evaluation of Multi-tRNA Synthetase Complex by Multiple Reaction Monitoring Mass Spectrometry Coupled with Size Exclusion Chromatography. PLoS One 2015; 10:e0142253. [PMID: 26544075 PMCID: PMC4636271 DOI: 10.1371/journal.pone.0142253] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Accepted: 10/20/2015] [Indexed: 11/19/2022] Open
Abstract
Eight aminoacyl-tRNA synthetases (M, K, Q, D, R, I, EP and LARS) and three auxiliary proteins (AIMP1, 2 and 3) are known to form a multi-tRNA synthetase complex (MSC) in mammalian cells. We combined size exclusion chromatography (SEC) with reversed-phase liquid chromatography multiple reaction monitoring mass spectrometry (RPLC-MRM-MS) to characterize MSC components and free ARS proteins in human embryonic kidney (HEK 293T) cells. Crude cell extract and affinity-purified proteins were fractionated by SEC in non-denaturing state and ARSs were monitored in each fraction by MRM-MS. The eleven MSC components appeared mostly in earlier SEC fractions demonstrating their participation in complex formation. TARSL2 and AIMP2-DX2, despite their low abundance, were co-purified with KARS and detected in the SEC fractions, where MSC appeared. Moreover, other large complex-forming ARS proteins, such as VARS and FARS, were detected in earlier fractions. The MRM-MS results were further confirmed by western blot analysis. Our study demonstrates usefulness of combined SEC-MRM analysis for the characterization of protein complexes and in understanding the behavior of minor isoforms or variant proteins.
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Affiliation(s)
- Seong-Jun Park
- Center for Theragnosis, Biomedical Research Institute, Korea Institute of Science and Technology, Seoul 136–791, Republic of Korea
| | - Hee-Sung Ahn
- Center for Theragnosis, Biomedical Research Institute, Korea Institute of Science and Technology, Seoul 136–791, Republic of Korea
- Department of Biological Chemistry, University of Science and Technology, Daejeon 305–333, Republic of Korea
| | - Jun Seok Kim
- Center for Theragnosis, Biomedical Research Institute, Korea Institute of Science and Technology, Seoul 136–791, Republic of Korea
| | - Cheolju Lee
- Center for Theragnosis, Biomedical Research Institute, Korea Institute of Science and Technology, Seoul 136–791, Republic of Korea
- Department of Biological Chemistry, University of Science and Technology, Daejeon 305–333, Republic of Korea
- * E-mail:
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Galozzi S, Marcus K, Barkovits K. Amyloid-β as a biomarker for Alzheimer’s disease: quantification methods in body fluids. Expert Rev Proteomics 2015; 12:343-54. [DOI: 10.1586/14789450.2015.1065183] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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Wang C, Wang K, Wang Z. Development of gold nanoparticle based colorimetric method for quantitatively studying the inhibitors of Cu2+/Zn2+ induced β-amyloid peptide assembly. Anal Chim Acta 2015; 858:42-8. [DOI: 10.1016/j.aca.2014.12.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2014] [Revised: 11/27/2014] [Accepted: 12/02/2014] [Indexed: 11/24/2022]
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Heegaard NHH, Østergaard O, Bahl JMC, Overgaard M, Beck HC, Rasmussen LM, Larsen MR. Important options available--from start to finish--for translating proteomics results to clinical chemistry. Proteomics Clin Appl 2015; 9:235-52. [PMID: 25472910 DOI: 10.1002/prca.201400137] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2014] [Revised: 11/11/2014] [Accepted: 11/26/2014] [Indexed: 12/20/2022]
Abstract
In the realm of clinical chemistry, the field of clinical proteomics, that is, the application of proteomic methods for understanding mechanisms and enabling diagnosis, prediction, measurement of activity, and treatment response in disease, is first and foremost a discovery and research tool that feeds assay development downstream. Putative new assay candidates generated by proteomics discovery projects compete with well-established assays with known indications, well-described performance, and of known value in specific clinical settings. Careful attention to the many options available in the design, execution, and interpretation of clinical proteomics studies is thus necessary for translation into clinical practice. We here review and discuss important options associated with clinical proteomics endeavors stretching from the planning phases to the final use in clinical chemistry.
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Affiliation(s)
- Niels H H Heegaard
- Department of Clinical Biochemistry, Immunology & Genetics, Statens Serum Institut, Copenhagen, Denmark; Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
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