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Lourenço C, Moreira F, Igreja R, Martins G. Flexible, Electrochemical Skin-Like Platform for Inflammatory Biomarker Monitoring. Macromol Biosci 2024; 24:e2400287. [PMID: 39292822 DOI: 10.1002/mabi.202400287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 09/07/2024] [Indexed: 09/20/2024]
Abstract
Addressing global challenges in wound management has greatly encouraged the emergence of home diagnosis and monitoring devices. This technological shift has accelerated the development of new skin patch sensors for continuous health monitoring. A key requirement is the creation of flexible platforms capable of mimicking human skin features. Here, for the first time, an innovative, highly adaptable electrochemical biosensor with molecularly imprinted polymers (MIPs) is customized for the detection of the inflammatory biomarker interleukin-6 (IL-6). The 3-electrode gold pattern is geometrically standardized onto a 6 µm thick polyimide flexible membrane, an optically transparent, and biocompatible polymeric substrate. Subsequently, a biomimetic sensing layer specifically designed for the detection of IL-6 target is produced on these transducers. The obtained MIP biosensor shows a good linear response within the concentration range 50 pg mL-1-50 ng mL-1, with a low limit of detection (8 pg mL-1). X-ray photoelectron spectroscopy, scanning electron microscopy, and Fourier transform infrared spectroscopy characterizations confirm the modifications of the flexible gold transducer. After optimization, the biosensing device shows remarkable potential in terms of sensitivity, selectivity, and reproducibility. Overall, the integration of a low-cost electrochemical sensor on biocompatible flexible polymers opens the way for a new generation of monitoring tools with higher accuracy, less invasiveness, and greater patient comfort.
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Affiliation(s)
- Carolina Lourenço
- BioMark@ISEP, School of Engineering of Polytechnique School of Porto, Porto, 4200-072, Portugal
- CENIMAT|i3N, Department of Materials Science, School of Science and Technology, NOVA University Lisbon and CEMOP/UNINOVA, Caparica, 2829-516, Portugal
| | - Felismina Moreira
- BioMark@ISEP, School of Engineering of Polytechnique School of Porto, Porto, 4200-072, Portugal
- LABBELS/CEB, Centre of Biological Engineering, University of Minho, Braga, 4710-057, Portugal
- LabRISE-CIETI, School of Engineering of Polytechnique School of Porto, Porto, 4200-072, Portugal
| | - Rui Igreja
- CENIMAT|i3N, Department of Materials Science, School of Science and Technology, NOVA University Lisbon and CEMOP/UNINOVA, Caparica, 2829-516, Portugal
| | - Gabriela Martins
- BioMark@ISEP, School of Engineering of Polytechnique School of Porto, Porto, 4200-072, Portugal
- LABBELS/CEB, Centre of Biological Engineering, University of Minho, Braga, 4710-057, Portugal
- LabRISE-CIETI, School of Engineering of Polytechnique School of Porto, Porto, 4200-072, Portugal
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2
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Huang ZY, Lyu ZP, Li HG, You HZ, Yang XN, Cha CH. Des-Arg(9) bradykinin as a causal metabolite for autism spectrum disorder. World J Psychiatry 2024; 14:88-101. [PMID: 38327885 PMCID: PMC10845217 DOI: 10.5498/wjp.v14.i1.88] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 11/08/2023] [Accepted: 12/07/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Early diagnosis and therapeutic interventions can greatly enhance the developmental trajectory of children with autism spectrum disorder (ASD). However, the etiology of ASD is not completely understood. The presence of confounding factors from environment and genetics has increased the difficulty of the identification of diagnostic biomarkers for ASD. AIM To estimate and interpret the causal relationship between ASD and metabolite profile, taking into consideration both genetic and environmental influences. METHODS A two-sample Mendelian randomization (MR) analysis was conducted using summarized data from large-scale genome-wide association studies (GWAS) including a metabolite GWAS dataset covering 453 metabolites from 7824 European and an ASD GWAS dataset comprising 18381 ASD cases and 27969 healthy controls. Metabolites in plasma were set as exposures with ASD as the main outcome. The causal relationships were estimated using the inverse variant weight (IVW) algorithm. We also performed leave-one-out sensitivity tests to validate the robustness of the results. Based on the drafted metabolites, enrichment analysis was conducted to interpret the association via constructing a protein-protein interaction network with multi-scale evidence from databases including Infinome, SwissTargetPrediction, STRING, and Metascape. RESULTS Des-Arg(9)-bradykinin was identified as a causal metabolite that increases the risk of ASD (β = 0.262, SE = 0.064, PIVW = 4.64 × 10-5). The association was robust, with no significant heterogeneity among instrument variables (PMR Egger = 0.663, PIVW = 0.906) and no evidence of pleiotropy (P = 0.949). Neuroinflammation and the response to stimulus were suggested as potential biological processes mediating the association between Des-Arg(9) bradykinin and ASD. CONCLUSION Through the application of MR, this study provides practical insights into the potential causal association between plasma metabolites and ASD. These findings offer perspectives for the discovery of diagnostic or predictive biomarkers to support clinical practice in treating ASD.
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Affiliation(s)
- Zhong-Yu Huang
- Center for Medical Research on Innovation and Translation, Institute of Clinical Medicine, Guangzhou First People’s Hospital, School of Medicine, South China University of Technology, Guangzhou 510000, Guangdong Province, China
| | - Zi-Pan Lyu
- School of Biological Sciences, Nanyang Technological University, Nanyang Ave 639798, Singapore
| | - Hong-Gui Li
- Department of Pediatrics, First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, China
| | - Hua-Zhi You
- Department of Nutrition, First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, China
| | - Xiang-Na Yang
- Department of Pediatric Traditional Chinese Medicine Clinic, Guangzhou Women and Children's Medical Center, Guangzhou 510632, Guangdong Province, China
| | - Cai-Hui Cha
- Department of Psychology, Guangzhou Women and Children's Medical Center, Guangzhou 510632, Guangdong Province, China
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Er Zeybekler S. Polydopamine-coated hexagonal boron nitride-based electrochemical immunosensing of T-Tau as a marker of Alzheimer's disease. Bioelectrochemistry 2023; 154:108552. [PMID: 37651881 DOI: 10.1016/j.bioelechem.2023.108552] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/02/2023] [Accepted: 08/26/2023] [Indexed: 09/02/2023]
Abstract
Alzheimer's disease (AD) is a complex pathological process that is one of the leading causes of dementia globally. The demand for diagnostic tools that are minimally invasive, timely, and accurate is on the rise. Total tau (T-Tau) protein in blood serum is a promising biomarker for predicting early-stage AD diagnosis. In this study, the hexagonal boron nitride (HBN) based immunosensor platform was developed to detect T-Tau in artificial blood serum. After the exfoliation of HBN, its surface was coated with polydopamine (PDA) in alkaline conditions. The Anti-T-Tau was immobilized on a hydrophilic nanocomposite surface using PDA's reactive catechol and quinone groups, eliminating the need for extra crosslinkers. The working electrode surface of the screen-printed carbon electrode (SPCE) was coated with HBN-PDA nanocomposite using the drop-casting method. The biofunctional surface was created by directly immobilizing Anti-T-Tau on the HBN-PDA nanocomposite-modified SPCE. The analytical performance of the HBN-PDA/Anti-T-Tau/T-Tau immunosensor in the presence of T-Tau isoforms was determined through electrochemical measurements. The linear detection range was 1-30 pg/mL with a detection limit of 0.42 pg/mL for T-Tau, which is suitable for detecting T-Tau in the blood serum.
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Affiliation(s)
- Simge Er Zeybekler
- Ege University, Faculty of Science Biochemistry Department, 35100 Bornova-Izmir, Turkey
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Zabala-Findlay A, Penny LK, Lofthouse RA, Porter AJ, Palliyil S, Harrington CR, Wischik CM, Arastoo M. Utility of Blood-Based Tau Biomarkers for Mild Cognitive Impairment and Alzheimer's Disease: Systematic Review and Meta-Analysis. Cells 2023; 12:cells12081184. [PMID: 37190093 DOI: 10.3390/cells12081184] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 04/04/2023] [Accepted: 04/10/2023] [Indexed: 05/17/2023] Open
Abstract
OBJECTIVES With the development of new technologies capable of detecting low concentrations of Alzheimer's disease (AD) relevant biomarkers, the idea of a blood-based diagnosis of AD is nearing reality. This study aims to consider the evidence of total and phosphorylated tau as blood-based biomarkers for mild cognitive impairment (MCI) and AD when compared to healthy controls. METHODS Studies published between 1 January 2012 and 1 May 2021 (Embase and MEDLINE databases) measuring plasma/serum levels of tau in AD, MCI, and control cohorts were screened for eligibility, including quality and bias assessment via a modified QUADAS. The meta-analyses comprised 48 studies assessing total tau (t-tau), tau phosphorylated at threonine 181 (p-tau181), and tau phosphorylated at threonine 217 (p-tau217), comparing the ratio of biomarker concentrations in MCI, AD, and cognitively unimpaired (CU) controls. RESULTS Plasma/serum p-tau181 (mean effect size, 95% CI, 2.02 (1.76-2.27)) and t-tau (mean effect size, 95% CI, 1.77 (1.49-2.04)) were elevated in AD study participants compared to controls. Plasma/serum p-tau181 (mean effect size, 95% CI, 1.34 (1.20-1.49)) and t-tau (mean effect size, 95% CI, 1.47 (1.26-1.67)) were also elevated with moderate effect size in MCI study participants compared to controls. p-tau217 was also assessed, albeit in a small number of eligible studies, for AD vs. CU (mean effect size, 95% CI, 1.89 (1.86-1.92)) and for MCI vs. CU groups (mean effect size, 95% CI, 4.16 (3.61-4.71)). CONCLUSIONS This paper highlights the growing evidence that blood-based tau biomarkers have early diagnostic utility for Alzheimer's disease. REGISTRATION PROSPERO No. CRD42020209482.
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Affiliation(s)
- Alex Zabala-Findlay
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, UK
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
| | - Lewis K Penny
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, UK
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
| | - Richard A Lofthouse
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, UK
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
| | - Andrew J Porter
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, UK
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
| | - Soumya Palliyil
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, UK
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
| | - Charles R Harrington
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, UK
- GT Diagnostics, Aberdeen AB24 5RP, UK
- TauRx Therapeutics Ltd., Aberdeen AB24 5RP, UK
| | - Claude M Wischik
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, UK
- GT Diagnostics, Aberdeen AB24 5RP, UK
- TauRx Therapeutics Ltd., Aberdeen AB24 5RP, UK
| | - Mohammad Arastoo
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZD, UK
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
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Andersen E, Casteigne B, Chapman WD, Creed A, Foster F, Lapins A, Shatz R, Sawyer RP. Diagnostic biomarkers in Alzheimer’s disease. Biomark Neuropsychiatry 2021. [DOI: 10.1016/j.bionps.2021.100041] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
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Talebi M, Esmaeeli H, Talebi M, Farkhondeh T, Samarghandian S. A Concise Overview of Biosensing Technologies for the Detection of Alzheimer's Disease Biomarkers. Curr Pharm Biotechnol 2021; 23:634-644. [PMID: 34250871 DOI: 10.2174/2666796702666210709122407] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 05/30/2021] [Accepted: 06/07/2021] [Indexed: 11/22/2022]
Abstract
Alzheimer's disease (AD) is a brain-linked pathophysiological condition with neuronal degeneration, cognition dysfunctions, and other debilitations. Due to the growing prevalence of AD, there is a highly commended tendency to accelerate and develop analytical technologies for easy, cost-effective, and sensitive detection of AD biomarkers. In the last decade, remarkable advancements have been achieved on the gate to the progression of biosensors, predominantly optical and electrochemical, to detect AD biomarkers. Biosensors are commanding analytical devices that can conduct biological responses on transducers into measurable signals. These analytical devices can assist the case finding and management of AD. This review focuses on up-to-date developments, contests, and tendencies regarding AD biosensing principally, emphasizing the exclusive possessions of nanomaterials.
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Affiliation(s)
- Marjan Talebi
- Department of Pharmacognosy and Pharmaceutical Biotechnology, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran. Iran
| | - Hadi Esmaeeli
- Department of Research & Development, Niak Pharmaceutical Co., Gorgan. Iran
| | - Mohsen Talebi
- Department of Chemistry and Biochemistry, University of Texas at Arlington, Arlington, TX, United States
| | - Tahereh Farkhondeh
- Cardiovascular Diseases Research Center, Birjand University of Medical Sciences, Birjand. Iran
| | - Saeed Samarghandian
- Noncommunicable Diseases Research Center, Neyshabur University of Medical Sciences, Neyshabur. Iran
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Nangare S, Patil P. Nanoarchitectured Bioconjugates and Bioreceptors Mediated Surface Plasmon Resonance Biosensor for In Vitro Diagnosis of Alzheimer’s Disease: Development and Future Prospects. Crit Rev Anal Chem 2021; 52:1139-1169. [DOI: 10.1080/10408347.2020.1864716] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Sopan Nangare
- Department of Pharmaceutical Chemistry, H. R. Patel Institute of Pharmaceutical Education and Research, Shirpur, India
| | - Pravin Patil
- Department of Pharmaceutical Chemistry, H. R. Patel Institute of Pharmaceutical Education and Research, Shirpur, India
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Arastoo M, Lofthouse R, Penny LK, Harrington CR, Porter A, Wischik CM, Palliyil S. Current Progress and Future Directions for Tau-Based Fluid Biomarker Diagnostics in Alzheimer's Disease. Int J Mol Sci 2020; 21:E8673. [PMID: 33212983 PMCID: PMC7698492 DOI: 10.3390/ijms21228673] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 11/05/2020] [Accepted: 11/09/2020] [Indexed: 11/17/2022] Open
Abstract
Despite continued efforts, there remain no disease-modifying drugs approved by the United States Food and Drug Administration (FDA) or European Medicines Agency (EMA) to combat the global epidemic of Alzheimer's disease. Currently approved medicines are unable to delay disease progression and are limited to symptomatic treatment. It is well established that the pathophysiology of this disease remains clinically silent for decades prior to symptomatic clinical decline. Identifying those at risk of disease progression could allow for effective treatment whilst the therapeutic window remains open for preservation of quality of life. This review aims to evaluate critically the current advances in the interpretation of tau-based biomarkers and their use to provide insights into the onset and progression of Alzheimer's disease, whilst highlighting important future directions for the field. This review emphasises the need for a more comprehensive analysis and interrogation of tau within biological fluids, to aid in obtaining a disease specific molecular signature for each stage of Alzheimer's disease. Success in achieving this could provide essential utility for presymptomatic patient selection for clinical trials, monitoring disease progression, and evaluating disease modifying therapies.
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Affiliation(s)
- Mohammad Arastoo
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZP, UK; (M.A.); (R.L.); (L.K.P.); (C.R.H.); (A.P.); (S.P.)
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
| | - Richard Lofthouse
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZP, UK; (M.A.); (R.L.); (L.K.P.); (C.R.H.); (A.P.); (S.P.)
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
| | - Lewis K. Penny
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZP, UK; (M.A.); (R.L.); (L.K.P.); (C.R.H.); (A.P.); (S.P.)
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
| | - Charles R. Harrington
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZP, UK; (M.A.); (R.L.); (L.K.P.); (C.R.H.); (A.P.); (S.P.)
- Genting TauRx Diagnostic Centre Sdn. Bhd., Aberdeen AB24 5RP, UK
- TauRx Therapeutics Ltd., Aberdeen AB24 5RP, UK
| | - Andy Porter
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZP, UK; (M.A.); (R.L.); (L.K.P.); (C.R.H.); (A.P.); (S.P.)
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
| | - Claude M. Wischik
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZP, UK; (M.A.); (R.L.); (L.K.P.); (C.R.H.); (A.P.); (S.P.)
- Genting TauRx Diagnostic Centre Sdn. Bhd., Aberdeen AB24 5RP, UK
- TauRx Therapeutics Ltd., Aberdeen AB24 5RP, UK
| | - Soumya Palliyil
- Institute of Medical Sciences, University of Aberdeen, Aberdeen AB25 2ZP, UK; (M.A.); (R.L.); (L.K.P.); (C.R.H.); (A.P.); (S.P.)
- Scottish Biologics Facility, University of Aberdeen, Aberdeen AB25 2ZP, UK
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Razzino CA, Serafín V, Gamella M, Pedrero M, Montero-Calle A, Barderas R, Calero M, Lobo AO, Yáñez-Sedeño P, Campuzano S, Pingarrón JM. An electrochemical immunosensor using gold nanoparticles-PAMAM-nanostructured screen-printed carbon electrodes for tau protein determination in plasma and brain tissues from Alzheimer patients. Biosens Bioelectron 2020; 163:112238. [DOI: 10.1016/j.bios.2020.112238] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 04/14/2020] [Accepted: 04/23/2020] [Indexed: 12/14/2022]
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Rozpędek-Kamińska W, Siwecka N, Wawrzynkiewicz A, Wojtczak R, Pytel D, Diehl JA, Majsterek I. The PERK-Dependent Molecular Mechanisms as a Novel Therapeutic Target for Neurodegenerative Diseases. Int J Mol Sci 2020; 21:E2108. [PMID: 32204380 PMCID: PMC7139310 DOI: 10.3390/ijms21062108] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 03/13/2020] [Accepted: 03/17/2020] [Indexed: 12/11/2022] Open
Abstract
Higher prevalence of neurodegenerative diseases is strictly connected with progressive aging of the world population. Interestingly, a broad range of age-related, neurodegenerative diseases is characterized by a common pathological mechanism-accumulation of misfolded and unfolded proteins within the cells. Under certain circumstances, such protein aggregates may evoke endoplasmic reticulum (ER) stress conditions and subsequent activation of the unfolded protein response (UPR) signaling pathways via the protein kinase RNA-like endoplasmic reticulum kinase (PERK)-dependent manner. Under mild to moderate ER stress, UPR has a pro-adaptive role. However, severe or long-termed ER stress conditions directly evoke shift of the UPR toward its pro-apoptotic branch, which is considered to be a possible cause of neurodegeneration. To this day, there is no effective cure for Alzheimer's disease (AD), Parkinson's disease (PD), Huntington's disease (HD), or prion disease. Currently available treatment approaches for these diseases are only symptomatic and cannot affect the disease progression. Treatment strategies, currently under detailed research, include inhibition of the PERK-dependent UPR signaling branches. The newest data have reported that the use of small-molecule inhibitors of the PERK-mediated signaling branches may contribute to the development of a novel, ground-breaking therapeutic approach for neurodegeneration. In this review, we critically describe all the aspects associated with such targeted therapy against neurodegenerative proteopathies.
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Affiliation(s)
- Wioletta Rozpędek-Kamińska
- Department of Clinical Chemistry and Biochemistry, Medical University of Lodz, 90-419 Lodz, Poland; (W.R.-K.); (N.S.); (A.W.); (R.W.)
| | - Natalia Siwecka
- Department of Clinical Chemistry and Biochemistry, Medical University of Lodz, 90-419 Lodz, Poland; (W.R.-K.); (N.S.); (A.W.); (R.W.)
| | - Adam Wawrzynkiewicz
- Department of Clinical Chemistry and Biochemistry, Medical University of Lodz, 90-419 Lodz, Poland; (W.R.-K.); (N.S.); (A.W.); (R.W.)
| | - Radosław Wojtczak
- Department of Clinical Chemistry and Biochemistry, Medical University of Lodz, 90-419 Lodz, Poland; (W.R.-K.); (N.S.); (A.W.); (R.W.)
| | - Dariusz Pytel
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA; (D.P.); (J.A.D.)
| | - J. Alan Diehl
- Department of Biochemistry and Molecular Biology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC 29425, USA; (D.P.); (J.A.D.)
| | - Ireneusz Majsterek
- Department of Clinical Chemistry and Biochemistry, Medical University of Lodz, 90-419 Lodz, Poland; (W.R.-K.); (N.S.); (A.W.); (R.W.)
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Cătană CS, Crişan CA, Opre D, Berindan-Neagoe I. Diagnostic and prognostic value of microRNAs for Alzheimer's disease: a comprehensive meta-analysis. Med Pharm Rep 2020; 93:53-61. [PMID: 32133447 PMCID: PMC7051826 DOI: 10.15386/mpr-1393] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 08/25/2019] [Accepted: 09/23/2019] [Indexed: 11/23/2022] Open
Abstract
Background and aims Recent research has shown that microRNAs (miRNAs), a class of sequences regulating gene expression without undergoing translational processes, have been accepted as novel biomarkers of diseases. In the present meta-analysis, our main objective was to evaluate the diagnostic value of miRNAs expressed in different body fluids for Alzheimer’s disease (AD), more exactly to analyze the discriminative value of miRNAs between AD and control subjects. Methods Medline and EMBASE were searched for articles written in English, and because the result reporting modalities were extremely different in the studies included in the analysis, the current article comprises 2 meta-analyses, each of them using different statistical indicators. The first meta-analysis reviewed 10 studies, which were required to provide sufficient information to allow the calculation of AUC or Cohen’s d for size effect. We proposed a second meta-analysis, starting from the drawbacks identified in this first approach, which used different statistical indicators (fold change) provided by other studies (8 studies). Results The present study offers an encouraging role of miRNA families in diagnosing AD. The heterogeneity of miRNA expression between the hippocampus, CSF and peripheral blood, the small sample size of each research study, as well as the different methods for miRNA detection remain the main obstacles in interpreting these results. Conclusions There is a need (in a future perspective) to establish the right miRNA combinations as potent diagnostic biomarkers for AD.
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Affiliation(s)
- Cristina-Sorina Cătană
- Department of Medical Biochemistry, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Cătălina-Angela Crişan
- Department of Neurosciences, Iuliu Hatieganu University of Medicine and Pharmacy Cluj-Napoca, Romania
| | - Dana Opre
- Department of Psychology, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Ioana Berindan-Neagoe
- MEDFUTURE - Research Center for Advanced Medicine, Cluj-Napoca, Romania.,Research Center for Functional Genomics, Biomedicine and Translational Medicine, Institute of Doctoral Studies, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania.,Department of Experimental Pathology, "Prof. Dr. Ion Chiricuţă" Oncology Institute, Cluj-Napoca, Romania
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Kira S, Mitsui T, Miyamoto T, Ihara T, Nakagomi H, Hashimoto Y, Takamatsu H, Tanahashi M, Takeda M, Tsuchiya S, Sawada N, Takeda M. Urinary metabolites identified using metabolomic analysis as potential biomarkers of nocturia in elderly men. World J Urol 2019; 38:2563-2569. [DOI: 10.1007/s00345-019-03042-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 11/25/2019] [Indexed: 12/31/2022] Open
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13
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Shen L, Xia S, Zhang H, Yao F, Liu X, Zhao Y, Ying M, Iqbal J, Liu Q. Precision Medicine: Role of Biomarkers in Early Prediction and Diagnosis of Alzheimer’s Disease. Mol Med 2019. [DOI: 10.5772/intechopen.82035] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
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14
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Naveed M, Tallat A, Butt A, Khalid M, Shehzadi M, Bashir N, Malik KKU, Tufail S, Nouroz F. Neuroproteomics in Paving the Pathway for Drug Abuse Research. CURR PROTEOMICS 2019. [DOI: 10.2174/1570164616666181127144621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Neuroproteomics, as a sub-discipline of proteomics, has enlightened the pathway for the
study of different complicated diseases and brain disorders. Since four decades, various analytical and
quantitative techniques have been used to cure problems related to brain and memory. Brain has a
complex structure with various cells and cell types, the expressing proteins and suppressing factors too.
Drug addiction is one of the main health concerns as it causes physiological changes in brain and affects
its different parts. Some of these drugs like cocaine, marijuana, nicotine and alcohol not only
affect memory and brain cells but also lead to expression and suppression of unwanted and beneficial
proteins respectively. A variety of techniques involving separation techniques, quantification techniques
and analytical techniques are used along with the combination of bioinformatics and magical
tools for analyzing different aspects of brain parts especially proteome of the brain cells. Moreover,
different animal models preferably those resembling human beings are routinely used in neuroproteomics
to study the effects of different drugs on the brain proteome. Different experiments have already
been performed by the researchers on drug abuse that helped massively in estimating not only the effects
of drug addiction on the brain of highly complex organisms (human beings) but also to propose
different therapeutics.
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Affiliation(s)
- Muhammad Naveed
- Department of Biotechnology, University of Central Punjab, Lahore, Pakistan
| | - Attha Tallat
- Department of Biotechnology, University of Gujrat, Sialkot Sub campus, Sialkot, Pakistan
| | - Ayesha Butt
- Department of Biotechnology, University of Gujrat, Sialkot Sub campus, Sialkot, Pakistan
| | - Maria Khalid
- Department of Biotechnology, University of Gujrat, Sialkot Sub campus, Sialkot, Pakistan
| | - Marium Shehzadi
- Department of Biotechnology, University of Gujrat, Sialkot Sub campus, Sialkot, Pakistan
| | - Nida Bashir
- Department of Biotechnology, University of Gujrat, Sialkot Sub campus, Sialkot, Pakistan
| | | | - Shafia Tufail
- Department of Biotechnology, University of Gujrat, Sialkot Sub campus, Sialkot, Pakistan
| | - Faisal Nouroz
- Department of Botany, Hazara University, Mansehra, Pakistan
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15
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Spodzieja M, Rodziewicz-Motowidło S, Szymanska A. Hyphenated Mass Spectrometry Techniques in the Diagnosis of Amyloidosis. Curr Med Chem 2019; 26:104-120. [DOI: 10.2174/0929867324666171003113019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 07/25/2016] [Accepted: 09/01/2016] [Indexed: 12/18/2022]
Abstract
Amyloidoses are a group of diseases caused by the extracellular deposition of proteins forming amyloid fibrils. The amyloidosis is classified according to the main protein or peptide that constitutes the amyloid fibrils. The most effective methods for the diagnosis of amyloidosis are based on mass spectrometry. Mass spectrometry enables confirmation of the identity of the protein precursor of amyloid fibrils in biological samples with very high sensitivity and specificity, which is crucial for proper amyloid typing. Due to the fact that biological samples are very complex, mass spectrometry is usually connected with techniques such as liquid chromatography or capillary electrophoresis, which enable the separation of proteins before MS analysis. Therefore mass spectrometry constitutes an important part of the so called “hyphenated techniques” combining, preferentially in-line, different analytical methods to provide comprehensive information about the studied problem. Hyphenated methods are very useful in the discovery of biomarkers in different types of amyloidosis. In systemic forms of amyloidosis, the analysis of aggregated proteins is usually performed based on the tissues obtained during a biopsy of an affected organ or a subcutaneous adipose tissue. In some cases, when the diagnostic biopsy is not possible due to the fact that amyloid fibrils are formed in organs like the brain (Alzheimer’s disease), the study of biomarkers presented in body fluids can be carried out. Currently, large-scale studies are performed to find and validate more effective biomarkers, which can be used in diagnostic procedures. We would like to present the methods connected with mass spectrometry which are used in the diagnosis of amyloidosis based on the analysis of proteins occurring in tissues, blood and cerebrospinal fluid.
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Affiliation(s)
- Marta Spodzieja
- Department of Biomedical Chemistry, Faculty of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308 Gdansk, Poland
| | - Sylwia Rodziewicz-Motowidło
- Department of Biomedical Chemistry, Faculty of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308 Gdansk, Poland
| | - Aneta Szymanska
- Department of Biomedical Chemistry, Faculty of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308 Gdansk, Poland
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16
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Liquid chromatography–mass spectrometry identification of serum biomarkers for nocturia in aged men. World J Urol 2019; 37:2199-2205. [DOI: 10.1007/s00345-019-02647-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 01/16/2019] [Indexed: 02/07/2023] Open
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17
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Shen L, Zhao Y, Zhang H, Feng C, Gao Y, Zhao D, Xia S, Hong Q, Iqbal J, Liu XK, Yao F. Advances in Biomarker Studies in Autism Spectrum Disorders. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1118:207-233. [PMID: 30747425 DOI: 10.1007/978-3-030-05542-4_11] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Autism spectrum disorder (ASD) is a neurological and developmental condition that begins early in childhood and lasts throughout life. The epidemiology of ASD is continuously increasing all over the world with huge social and economical burdens. As the etiology of autism is not completely understood, there is still no medication available for the treatment of this disorder. However, some behavioral interventions are available to improve the core and associated symptoms of autism, particularly when initiated at an early stage. Thus, there is an increasing demand for finding biomarkers for ASD. Although diagnostic biomarkers have not yet been established, research efforts have been carried out in neuroimaging and biological analyses including genomics and gene testing, proteomics, metabolomics, transcriptomics, and studies of the immune system, inflammation, and microRNAs. Here, we will review the current progress in these fields and focus on new methods, developments, research strategies, and studies of blood-based biomarkers.
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Affiliation(s)
- Liming Shen
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China.
| | - Yuxi Zhao
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Huajie Zhang
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Chengyun Feng
- Maternal and Child Health Hospital of Baoan, Shenzhen, People's Republic of China
| | - Yan Gao
- Maternal and Child Health Hospital of Baoan, Shenzhen, People's Republic of China
| | - Danqing Zhao
- Department of Obstetrics and Gynecology, Affiliated Hospital of Guizhou Medical University, Guiyang, People's Republic of China
| | - Sijian Xia
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Qi Hong
- Maternal and Child Health Hospital of Baoan, Shenzhen, People's Republic of China
| | - Javed Iqbal
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Xu Kun Liu
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Fang Yao
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
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18
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Nery TGM, Silva EM, Tavares R, Passetti F. The Challenge to Search for New Nervous System Disease Biomarker Candidates: the Opportunity to Use the Proteogenomics Approach. J Mol Neurosci 2018; 67:150-164. [PMID: 30554402 DOI: 10.1007/s12031-018-1220-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Accepted: 11/18/2018] [Indexed: 12/14/2022]
Abstract
Alzheimer's disease, Parkinson's disease, prion diseases, schizophrenia, and multiple sclerosis are the most common nervous system diseases, affecting millions of people worldwide. The current scientific literature associates these pathological conditions to abnormal expression levels of certain proteins, which in turn improved the knowledge concerning normal and affected brains. However, there is no available cure or preventive therapy for any of these disorders. Proteogenomics is a recent approach defined as the data integration of both nucleotide high-throughput sequencing and protein mass spectrometry technologies. In the last years, proteogenomics studies in distinct diseases have emerged as a strategy for the identification of uncharacterized proteoforms, which are all the different protein forms derived from a single gene. For many of these diseases, at least one protein used as biomarker presents more than one proteoform, which fosters the analysis of publicly available data focusing proteoforms. Given this context, we describe the most important biomarkers for each neurodegenerative disease and how genomics, transcriptomics, and proteomics separately contributed to unveil them. Finally, we present a selection of proteogenomics studies in which the combination of nucleotide and proteome high-throughput data, from cell lines or brain tissue samples, is used to uncover proteoforms not previously described. We believe that this new approach may improve our knowledge about nervous system diseases and brain function and an opportunity to identify new biomarker candidates.
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Affiliation(s)
- Thais Guimarães Martins Nery
- Laboratory of Functional Genomics and Bioinformatics, Oswaldo Cruz Institute, Fundação Oswaldo Cruz (Fiocruz), Manguinhos, Rio de Janeiro, Brazil
- Laboratory of Gene Expression Regulation, Carlos Chagas Institute, Fundação Oswaldo Cruz (Fiocruz), Curitiba, Brazil
| | - Esdras Matheus Silva
- Laboratory of Functional Genomics and Bioinformatics, Oswaldo Cruz Institute, Fundação Oswaldo Cruz (Fiocruz), Manguinhos, Rio de Janeiro, Brazil
- Laboratory of Gene Expression Regulation, Carlos Chagas Institute, Fundação Oswaldo Cruz (Fiocruz), Curitiba, Brazil
| | - Raphael Tavares
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Minas Gerais, Brazil
| | - Fabio Passetti
- Laboratory of Functional Genomics and Bioinformatics, Oswaldo Cruz Institute, Fundação Oswaldo Cruz (Fiocruz), Manguinhos, Rio de Janeiro, Brazil.
- Laboratory of Gene Expression Regulation, Carlos Chagas Institute, Fundação Oswaldo Cruz (Fiocruz), Curitiba, Brazil.
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19
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Hajipour MJ, Ghasemi F, Aghaverdi H, Raoufi M, Linne U, Atyabi F, Nabipour I, Azhdarzadeh M, Derakhshankhah H, Lotfabadi A, Bargahi A, Alekhamis Z, Aghaie A, Hashemi E, Tafakhori A, Aghamollaii V, Mashhadi MM, Sheibani S, Vali H, Mahmoudi M. Sensing of Alzheimer's Disease and Multiple Sclerosis Using Nano-Bio Interfaces. J Alzheimers Dis 2018; 59:1187-1202. [PMID: 28759965 DOI: 10.3233/jad-160206] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
It is well understood that patients with different diseases may have a variety of specific proteins (e.g., type, amount, and configuration) in their plasmas. When nanoparticles (NPs) are exposed to these plasmas, the resulting coronas may incorporate some of the disease-specific proteins. Using gold (Au) NPs with different surface properties and corona composition, we have developed a technology for the discrimination and detection of two neurodegenerative diseases, Alzheimer's disease (AD) and multiple sclerosis (MS). Applying a variety of techniques, including UV-visible spectra, colorimetric response analyses and liquid chromatography-tandem mass spectrometry, we found the corona-NP complexes, obtained from different human serums, had distinct protein composition, including some specific proteins that are known as AD and MS biomarkers. The colorimetric responses, analyzed by chemometrics and statistical methods, demonstrate promising capabilities of the technology to unambiguously identify and discriminate AD and MS. The developed colorimetric technology might enable a simple, inexpensive and rapid detection/discrimination of neurodegenerative diseases.
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Affiliation(s)
- Mohammad Javad Hajipour
- Persian Gulf Marine Biotechnology Research Center, The Persian Gulf Biomedical Sciences Research Institute, Bushehr University of Medical Sciences, Bushehr, Iran.,Department of Nanotechnology and Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran.,Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Forough Ghasemi
- Department of Chemistry, Sharif University of Technology, Tehran, Iran
| | - Haniyeh Aghaverdi
- Department of Nanotechnology and Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Raoufi
- Department of Nanotechnology and Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran.,Department of New Materials and Biosystems, Max Planck Institute for Intelligent Systems, Stuttgart, Germany
| | - Uwe Linne
- Fachbereich Physik/Chemie, Philipps-Universität Marburg, Marburg, Germany
| | - Fatemeh Atyabi
- Department of Nanotechnology and Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Iraj Nabipour
- Persian Gulf Marine Biotechnology Research Center, The Persian Gulf Biomedical Sciences Research Institute, Bushehr University of Medical Sciences, Bushehr, Iran
| | - Morteza Azhdarzadeh
- Department of Nanotechnology and Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Hossein Derakhshankhah
- Department of Pharmaceutical Biomaterials and Medical Biomaterials Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Lotfabadi
- Department of Pharmaceutical Biomaterials and Medical Biomaterials Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Afshar Bargahi
- Persian Gulf Marine Biotechnology Research Center, The Persian Gulf Biomedical Sciences Research Institute, Bushehr University of Medical Sciences, Bushehr, Iran
| | - Zahra Alekhamis
- Department of Nanotechnology and Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Afsaneh Aghaie
- Blood Transfusion Research Center, High Institute for Research and Education in Transfusion Medicine, Tehran, Iran
| | - Ehsan Hashemi
- National Research Center for Transgenic Mouse, National Institute of Genetic Engineering and Biotechnology, Tehran, Iran
| | - Abbas Tafakhori
- Iranian Center of Neurological Research, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Marzie Maserat Mashhadi
- Iranian Center of Neurological Research, Tehran University of Medical Sciences, Tehran, Iran
| | - Sara Sheibani
- Department of Anatomy and Cell Biology and Facility for Electron Microscopy Research, McGill University, Montréal, QC, Canada
| | - Hojatollah Vali
- Department of Anatomy and Cell Biology and Facility for Electron Microscopy Research, McGill University, Montréal, QC, Canada
| | - Morteza Mahmoudi
- Department of Nanotechnology and Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
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20
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Fang P, Wang XJ, Xue Y, Liu MQ, Zeng WF, Zhang Y, Zhang L, Gao X, Yan GQ, Yao J, Shen HL, Yang PY. In-depth mapping of the mouse brain N-glycoproteome reveals widespread N-glycosylation of diverse brain proteins. Oncotarget 2018; 7:38796-38809. [PMID: 27259237 PMCID: PMC5122430 DOI: 10.18632/oncotarget.9737] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Accepted: 04/26/2016] [Indexed: 01/16/2023] Open
Abstract
N-glycosylation is one of the most prominent and abundant posttranslational modifications of proteins. It is estimated that over 50% of mammalian proteins undergo glycosylation. However, the analysis of N-glycoproteins has been limited by the available analytical technology. In this study, we comprehensively mapped the N-glycosylation sites in the mouse brain proteome by combining complementary methods, which included seven protease treatments, four enrichment techniques and two fractionation strategies. Altogether, 13492 N-glycopeptides containing 8386 N-glycosylation sites on 3982 proteins were identified. After evaluating the performance of the above methods, we proposed a simple and efficient workflow for large-scale N-glycosylation site mapping. The optimized workflow yielded 80% of the initially identified N-glycosylation sites with considerably less effort. Analysis of the identified N-glycoproteins revealed that many of the mouse brain proteins are N-glycosylated, including those proteins in critical pathways for nervous system development and neurological disease. Additionally, several important biomarkers of various diseases were found to be N-glycosylated. These data confirm that N-glycosylation is important in both physiological and pathological processes in the brain, and provide useful details about numerous N-glycosylation sites in brain proteins.
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Affiliation(s)
- Pan Fang
- Minhang Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Xin-Jian Wang
- State Key Laboratory of Medical Neurobiology, Institutes of Brain Science, and Collaborative Innovation Center for Brain Science, Fudan University, Shanghai, China
| | - Yu Xue
- Department of Chemistry, Fudan University, Shanghai, China
| | - Ming-Qi Liu
- Minhang Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Wen-Feng Zeng
- Key Laboratory of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS, Beijing, China
| | - Yang Zhang
- Minhang Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Lei Zhang
- Minhang Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Xing Gao
- Minhang Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Guo-Quan Yan
- Department of Chemistry, Fudan University, Shanghai, China
| | - Jun Yao
- Minhang Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Hua-Li Shen
- Minhang Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.,Department of Systems Biology for Medicine and School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Peng-Yuan Yang
- Minhang Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.,Department of Chemistry, Fudan University, Shanghai, China.,Department of Systems Biology for Medicine and School of Basic Medical Sciences, Fudan University, Shanghai, China
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21
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Rajasekhar K, Govindaraju T. Current progress, challenges and future prospects of diagnostic and therapeutic interventions in Alzheimer's disease. RSC Adv 2018; 8:23780-23804. [PMID: 35540246 PMCID: PMC9081849 DOI: 10.1039/c8ra03620a] [Citation(s) in RCA: 92] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Accepted: 06/04/2018] [Indexed: 01/04/2023] Open
Abstract
The diverse pathological mechanisms and their implications for the development of effective diagnostic and therapeutic interventions in Alzheimer's disease are presented with current progress, challenges and future prospects.
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Affiliation(s)
- K. Rajasekhar
- Bioorganic Chemistry Laboratory
- New Chemistry Unit
- Jawaharlal Nehru Centre for Advanced Scientific Research (JNCASR)
- Bengaluru 560064
- India
| | - Thimmaiah Govindaraju
- Bioorganic Chemistry Laboratory
- New Chemistry Unit
- Jawaharlal Nehru Centre for Advanced Scientific Research (JNCASR)
- Bengaluru 560064
- India
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22
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Impact and influence of “omics” technology on hyper tension studies. Int J Cardiol 2017; 228:1022-1034. [DOI: 10.1016/j.ijcard.2016.11.179] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 11/06/2016] [Indexed: 12/14/2022]
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23
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Kitamura Y, Usami R, Ichihara S, Kida H, Satoh M, Tomimoto H, Murata M, Oikawa S. Plasma protein profiling for potential biomarkers in the early diagnosis of Alzheimer's disease. Neurol Res 2017; 39:231-238. [PMID: 28107809 DOI: 10.1080/01616412.2017.1281195] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
OBJECTIVES Alzheimer's disease (AD) is the most common cause of dementia in elderly persons. Since the pathology of AD develops slowly from a preclinical or early phase into a fully expressed clinical syndrome, at the time of diagnosis the disease has been progressing for many years. To facilitate the early diagnosis of AD, we performed protein profiling of blood in patients with mild AD as defined by the Functional Assessment Staging (FAST) scale. METHODS Plasma samples from mild AD patients and healthy controls were analyzed using two-dimensional differential gel electrophoresis (2D-DIGE) combined with matrix-assisted laser desorption ionization time-of-flight tandem mass spectrometry (MALDI-TOF/TOF/MS) followed by peptide mass fingerprinting. RESULTS Three downregulated proteins were identified: apolipoprotein A-1, alpha-2-HS-glycoprotein, and afamin. Two proteins, including apolipoprotein A-4 and fibrinogen gamma chain, were upregulated in mild AD patients. DISCUSSION Our results suggest that altered expression levels of these proteins in plasma may yield candidate biomarkers for the early diagnosis of AD. ABBREVIATIONS AD, Alzheimer's disease; FAST, Functional Assessment Staging; 2D-DIGE, two-dimensional differential gel electrophoresis; MALDI-TOF/TOF/MS, matrix-assisted laser desorption ionization time-of-flight tandem mass spectrometry; CSF, cerebrospinal fluid; Aβ, amyloid beta; MMSE, Mini Mental State Examination; MRI, magnetic resonance imaging; NINCDS-ADRDA, National Institute for Neurological Diseases and Stroke/Alzheimer's Disease and Related Disorders Association; CHAPS, 3-((3-cholamidopropyl) dimethylammonio)-1-propanesulfonate; DTT, dithiothreitol; SDS-PAGE, SDS-polyacrylamide gel electrophoresis; DIA, differential in-gel analysis; BVA, biological variation analysis; CBB, Coomassie brilliant blue; 2DE, two-dimensional gel electrophoresis; TFA, trifluoroacetic acid; ACTH, adrenocorticotropic hormone; Apo A-1, apolipoprotein A-1; AHSG, alpha-2-HS-glycoprotein; Apo A-4, apolipoprotein A-4; MCI, mild cognitive impairment.
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Affiliation(s)
- Yuki Kitamura
- a Department of Environmental and Molecular Medicine , Mie University Graduate School of Medicine , Tsu , Japan
| | - Ryoko Usami
- a Department of Environmental and Molecular Medicine , Mie University Graduate School of Medicine , Tsu , Japan
| | - Sahoko Ichihara
- b Graduate School of Regional Innovation Studies , Mie University , Tsu , Japan
| | - Hirotaka Kida
- c Department of Dementia Prevention and Therapeutics , Mie University Graduate School of Medicine , Tsu , Japan
| | - Masayuki Satoh
- c Department of Dementia Prevention and Therapeutics , Mie University Graduate School of Medicine , Tsu , Japan
| | - Hidekazu Tomimoto
- c Department of Dementia Prevention and Therapeutics , Mie University Graduate School of Medicine , Tsu , Japan.,d Department of Neurology , Mie University Graduate School of Medicine , Tsu , Japan
| | - Mariko Murata
- a Department of Environmental and Molecular Medicine , Mie University Graduate School of Medicine , Tsu , Japan
| | - Shinji Oikawa
- a Department of Environmental and Molecular Medicine , Mie University Graduate School of Medicine , Tsu , Japan
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24
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Liu Y, Liu K, Qin W, Liu C, Zheng X, Deng Y, Qing H. Effects of stem cell therapy on protein profile of parkinsonian rats using an(18) O-labeling quantitative proteomic approach. Proteomics 2016; 16:1023-32. [PMID: 26791447 DOI: 10.1002/pmic.201500421] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Revised: 12/24/2015] [Accepted: 01/18/2016] [Indexed: 01/26/2023]
Abstract
The application of neural stem cell (NSC) research to neurodegenerative diseases has led to promising clinical trials. Currently, NSC therapy is most promising for Parkinson's disease (PD). We conducted behavioral tests and immunoassays for the profiling of a PD model in rats to assess the therapeutic effects of NSC treatments. Further, using a multiple sample comparison workflow, combined with (18) O-labeled proteome mixtures, we compared the differentially expressed proteins from control, PD, and NSC-treated PD rats. The results were analyzed bioinformatically and verified by Western blot. Based on our initial findings, we believe that the proteomic approach is a valuable tool in evaluating the therapeutic effects of NSC transplantation on neurodegenerative disorders.
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Affiliation(s)
- Yahui Liu
- School of Life Science, Beijing Institute of Technology, Beijing, P. R. China
| | - Kefu Liu
- School of Life Science, Beijing Institute of Technology, Beijing, P. R. China
| | - Wei Qin
- School of Life Science, Beijing Institute of Technology, Beijing, P. R. China
| | - Chenghao Liu
- School of Life Science, Beijing Institute of Technology, Beijing, P. R. China
| | - Xiaowei Zheng
- School of Life Science, Beijing Institute of Technology, Beijing, P. R. China
| | - Yulin Deng
- School of Life Science, Beijing Institute of Technology, Beijing, P. R. China
| | - Hong Qing
- School of Life Science, Beijing Institute of Technology, Beijing, P. R. China
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25
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Guldbrandsen A, Farag Y, Kroksveen AC, Oveland E, Lereim RR, Opsahl JA, Myhr KM, Berven FS, Barsnes H. CSF-PR 2.0: An Interactive Literature Guide to Quantitative Cerebrospinal Fluid Mass Spectrometry Data from Neurodegenerative Disorders. Mol Cell Proteomics 2016; 16:300-309. [PMID: 27890865 DOI: 10.1074/mcp.o116.064477] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 11/18/2016] [Indexed: 01/23/2023] Open
Abstract
The rapidly growing number of biomedical studies supported by mass spectrometry based quantitative proteomics data has made it increasingly difficult to obtain an overview of the current status of the research field. A better way of organizing the biomedical proteomics information from these studies and making it available to the research community is therefore called for. In the presented work, we have investigated scientific publications describing the analysis of the cerebrospinal fluid proteome in relation to multiple sclerosis, Parkinson's disease and Alzheimer's disease. Based on a detailed set of filtering criteria we extracted 85 data sets containing quantitative information for close to 2000 proteins. This information was made available in CSF-PR 2.0 (http://probe.uib.no/csf-pr-2.0), which includes novel approaches for filtering, visualizing and comparing quantitative proteomics information in an interactive and user-friendly environment. CSF-PR 2.0 will be an invaluable resource for anyone interested in quantitative proteomics on cerebrospinal fluid.
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Affiliation(s)
- Astrid Guldbrandsen
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Yehia Farag
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Ann Cathrine Kroksveen
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Eystein Oveland
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Ragnhild R Lereim
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Jill A Opsahl
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway
| | - Kjell-Morten Myhr
- §KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway.,¶Norwegian Multiple Sclerosis Registry and Biobank, Haukeland University Hospital, 5021 Bergen, Norway
| | - Frode S Berven
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway; .,§KG Jebsen Centre for Multiple Sclerosis Research, Department of Clinical Medicine, University of Bergen, 5020 Bergen, Norway.,‖Norwegian Multiple Sclerosis Competence Centre, Department of Neurology, Haukeland University Hospital, 5021 Bergen, Norway
| | - Harald Barsnes
- From the ‡Proteomics Unit (PROBE), Department of Biomedicine, University of Bergen, 5009 Bergen, Norway.,**Department of Clinical Science, University of Bergen, 5020 Bergen, Norway.,‡‡Computational Biology Unit, Department of Informatics, University of Bergen, 5020 Bergen, Norway
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26
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Adav SS, Sze SK. Insight of brain degenerative protein modifications in the pathology of neurodegeneration and dementia by proteomic profiling. Mol Brain 2016; 9:92. [PMID: 27809929 PMCID: PMC5094070 DOI: 10.1186/s13041-016-0272-9] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 10/16/2016] [Indexed: 02/06/2023] Open
Abstract
Dementia is a syndrome associated with a wide range of clinical features including progressive cognitive decline and patient inability to self-care. Due to rapidly increasing prevalence in aging society, dementia now confers a major economic, social, and healthcare burden throughout the world, and has therefore been identified as a public health priority by the World Health Organization. Previous studies have established dementia as a 'proteinopathy' caused by detrimental changes in brain protein structure and function that promote misfolding, aggregation, and deposition as insoluble amyloid plaques. Despite clear evidence that pathological cognitive decline is associated with degenerative protein modifications (DPMs) arising from spontaneous chemical modifications to amino acid side chains, the molecular mechanisms that promote brain DPMs formation remain poorly understood. However, the technical challenges associated with DPM analysis have recently become tractable due to powerful new proteomic techniques that facilitate detailed analysis of brain tissue damage over time. Recent studies have identified that neurodegenerative diseases are associated with the dysregulation of critical repair enzymes, as well as the misfolding, aggregation and accumulation of modified brain proteins. Future studies will further elucidate the mechanisms underlying dementia pathogenesis via the quantitative profiling of the human brain proteome and associated DPMs in distinct phases and subtypes of disease. This review summarizes recent developments in quantitative proteomic technologies, describes how these techniques have been applied to the study of dementia-linked changes in brain protein structure and function, and briefly outlines how these findings might be translated into novel clinical applications for dementia patients. In this review, only spontaneous protein modifications such as deamidation, oxidation, nitration glycation and carbamylation are reviewed and discussed.
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Affiliation(s)
- Sunil S. Adav
- Division of Structural Biology and Biochemistry, School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551 Singapore
| | - Siu Kwan Sze
- Division of Structural Biology and Biochemistry, School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore, 637551 Singapore
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Camargo M, Intasqui P, Bertolla RP. Proteomic profile of seminal plasma in adolescents and adults with treated and untreated varicocele. Asian J Androl 2016; 18:194-201. [PMID: 26643563 PMCID: PMC4770485 DOI: 10.4103/1008-682x.168788] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Varicocele, the most important treatable cause of male infertility, is present in 15% of adult males, 35% of men with primary infertility, and 80% of men with secondary infertility. On the other hand, 80% of these men will not present infertility. Therefore, there is a need to differentiate a varicocele that is exerting a deleterious effect that is treatable from a “silent” varicocele. Despite the growing evidence of the cellular effects of varicocele, its underlying molecular mechanisms are still eluding. Proteomics has become a promising area to determine the reproductive biology of semen as well as to improve diagnosis of male infertility. This review aims to discuss the state-of-art in seminal plasma proteomics in patients with varicocele to discuss the challenges in undertaking these studies, as well as the future outlook derived from the growing body of evidence on the seminal proteome.
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Affiliation(s)
| | | | - Ricardo Pimenta Bertolla
- Department of Surgery, Division of Urology, Human Reproduction Section, Sao Paulo Federal University, R. Embau, 231, 04039-060; Sao Paulo Hospital, Sao Paulo, Brazil
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Wang SX, Acha D, Shah AJ, Hills F, Roitt I, Demosthenous A, Bayford RH. Detection of the tau protein in human serum by a sensitive four-electrode electrochemical biosensor. Biosens Bioelectron 2016; 92:482-488. [PMID: 27829556 DOI: 10.1016/j.bios.2016.10.077] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2016] [Revised: 10/17/2016] [Accepted: 10/25/2016] [Indexed: 01/28/2023]
Abstract
This study presents a novel approach based on a four-electrode electrochemical biosensor for the detection of tau protein - one of the possible markers for the prediction of Alzheimer's disease (AD). The biosensor is based on the formation of stable antibody-antigen complexes on gold microband electrodes covered with a layer of a self-assembled monolayer and protein G. Antibodies were immobilized on the gold electrode surface in an optimal orientation by protein G interaction. Electrochemical impedance spectroscopy was used to analyze impedance change, which revealed a linear response with increasing tau concentrations. The assay is fast (<1h for incubation and measurement) and very sensitive. The limit of quantification for the full-length 2N4R tau protein is 0.03pM, a value unaltered when the assay was processed in bovine serum albumin or human serum. This technology could be adapted for the detection of other biomarkers to provide a multiple assay to identify AD progression in a point of care setting.
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Affiliation(s)
| | - Desiree Acha
- Department of Natural Sciences, Middlesex University, UK
| | - Ajit J Shah
- Department of Natural Sciences, Middlesex University, UK
| | - Frank Hills
- Department of Natural Sciences, Middlesex University, UK
| | - Ivan Roitt
- Department of Natural Sciences, Middlesex University, UK
| | - Andreas Demosthenous
- Department of Electronic and Electrical Engineering, University College London, UK
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Mai TD, Oukacine F, Taverna M. Multiple capillary isotachophoresis with repetitive hydrodynamic injections for performance improvement of the electromigration preconcentration. J Chromatogr A 2016; 1453:116-23. [DOI: 10.1016/j.chroma.2016.05.048] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2016] [Revised: 05/09/2016] [Accepted: 05/12/2016] [Indexed: 12/28/2022]
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Moya-Alvarado G, Gershoni-Emek N, Perlson E, Bronfman FC. Neurodegeneration and Alzheimer's disease (AD). What Can Proteomics Tell Us About the Alzheimer's Brain? Mol Cell Proteomics 2015; 15:409-25. [PMID: 26657538 DOI: 10.1074/mcp.r115.053330] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Indexed: 11/06/2022] Open
Abstract
Neurodegenerative diseases, such as Alzheimer's diseases (AD), are becoming more prevalent as the population ages. However, the mechanisms that lead to synapse destabilization and neuron death remain elusive. The advent of proteomics has allowed for high-throughput screening methods to search for biomarkers that could lead to early diagnosis and treatment and to identify alterations in the cellular proteome that could provide insight into disease etiology and possible treatment avenues. In this review, we have concentrated mainly on the findings that are related to how and whether proteomics studies have contributed to two aspects of AD research, the development of biomarkers for clinical diagnostics, and the recognition of proteins that can help elucidate the pathways leading to AD brain pathology. As a result of these studies, several candidate cerebrospinal fluid biomarkers are now available for further validation in different AD cohorts. Studies in AD brain and AD transgenic models support the notion that oxidative damage results in the alterations of metabolic enzymes and that mitochondrial dysfunction is central to AD neuropathology.
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Affiliation(s)
- Guillermo Moya-Alvarado
- From the ‡Millennium Nucleus of Regenerative Biology (MINREB) and CARE Center, Department of Physiology,Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Noga Gershoni-Emek
- §Sagol School of Neuroscience and Department of Physiology and Pharmacology, Sackler School of Medicine, Tel Aviv University, Israel
| | - Eran Perlson
- §Sagol School of Neuroscience and Department of Physiology and Pharmacology, Sackler School of Medicine, Tel Aviv University, Israel
| | - Francisca C Bronfman
- From the ‡Millennium Nucleus of Regenerative Biology (MINREB) and CARE Center, Department of Physiology,Pontificia Universidad Católica de Chile, Santiago, Chile.;
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Camargo M, Intasqui P, Bertolla RP. Proteomic profile of seminal plasma in adolescents and adults with treated and untreated varicocele. Asian J Androl 2015. [PMID: 26643563 DOI: 10.4103/1008-682χ.168788] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Varicocele, the most important treatable cause of male infertility, is present in 15% of adult males, 35% of men with primary infertility, and 80% of men with secondary infertility. On the other hand, 80% of these men will not present infertility. Therefore, there is a need to differentiate a varicocele that is exerting a deleterious effect that is treatable from a "silent" varicocele. Despite the growing evidence of the cellular effects of varicocele, its underlying molecular mechanisms are still eluding. Proteomics has become a promising area to determine the reproductive biology of semen as well as to improve diagnosis of male infertility. This review aims to discuss the state-of-art in seminal plasma proteomics in patients with varicocele to discuss the challenges in undertaking these studies, as well as the future outlook derived from the growing body of evidence on the seminal proteome.
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Affiliation(s)
| | | | - Ricardo Pimenta Bertolla
- Department of Surgery, Division of Urology, Human Reproduction Section, Sao Paulo Federal University, R. Embau, 231, 04039-060; Sao Paulo Hospital, Sao Paulo, Brazil
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32
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Conti A, Alessio M. Comparative Proteomics for the Evaluation of Protein Expression and Modifications in Neurodegenerative Diseases. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2015; 121:117-52. [PMID: 26315764 DOI: 10.1016/bs.irn.2015.05.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Together with hypothesis-driven approaches, high-throughput differential proteomic analysis performed primarily not only in human cerebrospinal fluid and serum but also on protein content of other tissues (blood cells, muscles, peripheral nerves, etc.) has been used in the last years to investigate neurodegenerative diseases. Even if the goal for these analyses was mainly the discovery of neurodegenerative disorders biomarkers, the characterization of specific posttranslational modifications (PTMs) and the differential protein expression resulted in being very informative to better define the pathological mechanisms. In this chapter are presented and discussed the positive aspects and challenges of the outcomes of some of our investigations on neurological and neurodegenerative disease, in order to highlight the important role of protein PTMs studies in proteomics-based approaches.
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Affiliation(s)
- Antonio Conti
- Proteome Biochemistry, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Massimo Alessio
- Proteome Biochemistry, Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milano, Italy.
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Mai TD, Pereiro I, Hiraoui M, Viovy JL, Descroix S, Taverna M, Smadja C. Magneto-immunocapture with on-bead fluorescent labeling of amyloid-β peptides: towards a microfluidized-bed-based operation. Analyst 2015. [DOI: 10.1039/c5an01179e] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Novel combination of Magneto-immunocapture and on-beads fluorescent labeling of Aβ peptides for their sensitive determination in cerebro spinal fluid samples.
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Affiliation(s)
- Thanh Duc Mai
- Université Paris-Sud
- Institut Galien Paris-Sud
- 92296 Châtenay-Malabry
- France
- CNRS
| | - Iago Pereiro
- Macromolecules and Microsystems in Biology and Medicine
- Institut Curie
- Centre National de Recherche Scientifique
- Université Pierre et Marie Curie
- UMR 168
| | - Mohamed Hiraoui
- Université Paris-Sud
- Institut Galien Paris-Sud
- 92296 Châtenay-Malabry
- France
- CNRS
| | - Jean-Louis Viovy
- Macromolecules and Microsystems in Biology and Medicine
- Institut Curie
- Centre National de Recherche Scientifique
- Université Pierre et Marie Curie
- UMR 168
| | - Stéphanie Descroix
- Macromolecules and Microsystems in Biology and Medicine
- Institut Curie
- Centre National de Recherche Scientifique
- Université Pierre et Marie Curie
- UMR 168
| | - Myriam Taverna
- Université Paris-Sud
- Institut Galien Paris-Sud
- 92296 Châtenay-Malabry
- France
- CNRS
| | - Claire Smadja
- Université Paris-Sud
- Institut Galien Paris-Sud
- 92296 Châtenay-Malabry
- France
- CNRS
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