1
|
Kobeissy F, Goli M, Yadikar H, Shakkour Z, Kurup M, Haidar MA, Alroumi S, Mondello S, Wang KK, Mechref Y. Advances in neuroproteomics for neurotrauma: unraveling insights for personalized medicine and future prospects. Front Neurol 2023; 14:1288740. [PMID: 38073638 PMCID: PMC10703396 DOI: 10.3389/fneur.2023.1288740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 11/01/2023] [Indexed: 02/12/2024] Open
Abstract
Neuroproteomics, an emerging field at the intersection of neuroscience and proteomics, has garnered significant attention in the context of neurotrauma research. Neuroproteomics involves the quantitative and qualitative analysis of nervous system components, essential for understanding the dynamic events involved in the vast areas of neuroscience, including, but not limited to, neuropsychiatric disorders, neurodegenerative disorders, mental illness, traumatic brain injury, chronic traumatic encephalopathy, and other neurodegenerative diseases. With advancements in mass spectrometry coupled with bioinformatics and systems biology, neuroproteomics has led to the development of innovative techniques such as microproteomics, single-cell proteomics, and imaging mass spectrometry, which have significantly impacted neuronal biomarker research. By analyzing the complex protein interactions and alterations that occur in the injured brain, neuroproteomics provides valuable insights into the pathophysiological mechanisms underlying neurotrauma. This review explores how such insights can be harnessed to advance personalized medicine (PM) approaches, tailoring treatments based on individual patient profiles. Additionally, we highlight the potential future prospects of neuroproteomics, such as identifying novel biomarkers and developing targeted therapies by employing artificial intelligence (AI) and machine learning (ML). By shedding light on neurotrauma's current state and future directions, this review aims to stimulate further research and collaboration in this promising and transformative field.
Collapse
Affiliation(s)
- Firas Kobeissy
- Department of Neurobiology, School of Medicine, Neuroscience Institute, Atlanta, GA, United States
| | - Mona Goli
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX, United States
| | - Hamad Yadikar
- Department of Biological Sciences Faculty of Science, Kuwait University, Safat, Kuwait
| | - Zaynab Shakkour
- Department of Pathology and Anatomical Sciences, University of Missouri School of Medicine, Columbia, MO, United States
| | - Milin Kurup
- Alabama College of Osteopathic Medicine, Dothan, AL, United States
| | | | - Shahad Alroumi
- Department of Biological Sciences Faculty of Science, Kuwait University, Safat, Kuwait
| | - Stefania Mondello
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Messina, Italy
| | - Kevin K. Wang
- Department of Neurobiology, School of Medicine, Neuroscience Institute, Atlanta, GA, United States
| | - Yehia Mechref
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX, United States
| |
Collapse
|
2
|
Kirchner L, Marciniak T, Ziebuhr W, Scherf-Clavel O, Holzgrabe U. The solvent- and surface-dependent adsorption of the lipopeptide antibiotic daptomycin: The general necessity of adsorption tests. J Pharm Biomed Anal 2023; 235:115657. [PMID: 37619296 DOI: 10.1016/j.jpba.2023.115657] [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: 07/06/2023] [Revised: 08/15/2023] [Accepted: 08/16/2023] [Indexed: 08/26/2023]
Abstract
The impact of poor or non-reproducible analyte recoveries due to non-specific drug adsorption on various analytical assays is often underestimated. Even internationally approved guidelines for pharmaceutical analysis such as the EMA guideline on bioanalytical method validation, the ICH guideline M10 on bioanalytical method validation and study sample analysis or the FDA bioanalytical method validation guidance do not adequately encourage more detailed investigations. Furthermore, other areas of research in which the concentration of active pharmaceutical compounds plays a crucial role, for example screening for minimal inhibitory concentrations of bacterial isolates, are potentially affected as well. The aim of this study was to demonstrate the general necessity of drug adsorption tests, using the lipopeptide antibiotic daptomycin as an example. A wide range of typical materials used in processing samples in pharmaceutical and biological analysis, as well as various solvents and biological matrices were included in the experiments. A fully validated LC-MS/MS method was applied for the determination of daptomycin concentrations, which were subsequently used to calculate the recovery. Recovery results (n = 3) ranged from 0.00% to 102.12% with a maximum relative standard deviation of 12.78%. These findings demonstrate that recovery can vary greatly depending on the solvent and the contact material, indicating the need to be optimized and, if applicable, validated. Hence, high reproducibility can only be achieved if all materials (and their manufacturers) used in a method are specified, not just those used in steps considered critical.
Collapse
Affiliation(s)
- Lukas Kirchner
- University of Würzburg, Institute for Pharmacy and Food Chemistry, 97074 Würzburg, Germany.
| | - Tessa Marciniak
- University of Würzburg, Institute for Molecular Infection Biology, 97080 Würzburg, Germany.
| | - Wilma Ziebuhr
- University of Würzburg, Institute for Molecular Infection Biology, 97080 Würzburg, Germany.
| | - Oliver Scherf-Clavel
- University of Würzburg, Institute for Pharmacy and Food Chemistry, 97074 Würzburg, Germany; Aalen University, Faculty of Chemistry, Beethovenstraße 1, 73430 Aalen, Germany.
| | - Ulrike Holzgrabe
- University of Würzburg, Institute for Pharmacy and Food Chemistry, 97074 Würzburg, Germany.
| |
Collapse
|