4,205 results
Search Results
2. Advances in plasma proteomics: Call for papers for an upcoming special issue.
- Author
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Yu X, Schwenk J, Xu P, and LaBaer J
- Subjects
- Blood Coagulation Disorders blood, Blood Coagulation Disorders pathology, Humans, Immunity, Humoral, Inflammation blood, Inflammation pathology, Biomarkers blood, Proteomics methods
- Published
- 2021
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3. Scientometrics Evaluation of Published Scientific Papers on the Use of Proteomics Technologies in Mastitis Research in Ruminants.
- Author
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Bourganou, Maria V., Chatzopoulos, Dimitris C., Lianou, Daphne T., Tsangaris, George Th., Fthenakis, George C., and Katsafadou, Angeliki I.
- Subjects
MASTITIS ,LIQUID chromatography-mass spectrometry ,PROTEOMICS ,SCIENTOMETRICS ,RUMINANTS - Abstract
The objective of this study was the presentation of quantitative characteristics regarding the scientific content and bibliometric details of the relevant publications. In total, 156 papers were considered. Most papers presented original studies (n = 135), and fewer were reviews (n = 21). Most original articles (n = 101) referred to work involving cattle. Most original articles described work related to the diagnosis (n = 72) or pathogenesis (n = 62) of mastitis. Most original articles included field work (n = 75), whilst fewer included experimental (n = 31) or laboratory (n = 30) work. The tissue assessed most frequently in the studies was milk (n = 59). Milk was assessed more frequently in studies on the diagnosis (61.1% of relevant studies) or pathogenesis (30.6%) of the infection, but mammary tissue was assessed more frequently in studies on the treatment (31.0%). In total, 47 pathogens were included in the studies described; most were Gram-positive bacteria (n = 34). The three bacteria most frequently included in the studies were Staphylococcus aureus (n = 55 articles), Escherichia coli (n = 31) and Streptococcus uberis (n = 19). The proteomics technology employed more often in the respective studies was liquid chromatography-tandem mass spectrometry (LC-MS/MS), either on its own (n = 56) or in combination with other technologies (n = 40). The median year of publication of articles involving bioinformatics or LC-MS/MS and bioinformatics was the most recent: 2022. The 156 papers were published in 78 different journals, most frequently in the Journal of Proteomics (n = 16 papers) and the Journal of Dairy Science (n = 12). The median number of cited references in the papers was 48. In the papers, there were 1143 co-authors (mean: 7.3 ± 0.3 co-authors per paper, median: 7, min.–max.: 1–19) and 742 individual authors. Among them, 15 authors had published at least seven papers (max.: 10). Further, there were 218 individual authors who were the first or last authors in the papers. Most papers were submitted for open access (n = 79). The median number of citations received by the 156 papers was 12 (min.–max.: 0–339), and the median yearly number of citations was 2.0 (min.–max.: 0.0–29.5). The h-index of the papers was 33, and the m-index was 2. The increased number of cited references in papers and international collaboration in the respective study were the variables associated with most citations to published papers. This is the first ever scientometrics evaluation of proteomics studies, the results of which highlighted the characteristics of published papers on mastitis and proteomics. The use of proteomics in mastitis research has focused on the elucidation of pathogenesis and diagnosis of the infection; LC-MS/MS has been established as the most frequently used proteomics technology, although the use of bioinformatics has also emerged recently as a useful tool. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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4. Escherichia coli: Analysis of Features for Protein Localization Classification Employing Fusion Data
- Author
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Orjuela-Cañon, Alvaro David, Rodriguez, Diana C., Perdomo, Oscar, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Orjuela-Cañón, Alvaro David, editor, Lopez, Jesus, editor, Arias-Londoño, Julian David, editor, and Figueroa-García, Juan Carlos, editor
- Published
- 2023
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5. Comparative proteomic and metabolomic analyses reveal stress responses of hemp to salinity.
- Author
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Yang Y, Cheng Y, Lu Z, Ye H, Du G, and Li Z
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- Salt Stress, Photosynthesis drug effects, Gene Expression Regulation, Plant drug effects, Stress, Physiological, Plant Leaves metabolism, Plant Leaves drug effects, Plant Leaves genetics, Sodium Chloride pharmacology, Chlorophyll metabolism, Metabolome drug effects, Phenotype, Cannabis metabolism, Cannabis genetics, Cannabis physiology, Cannabis drug effects, Proteomics methods, Metabolomics methods, Plant Proteins metabolism, Plant Proteins genetics, Salinity
- Abstract
Key Message: Integrated omics analyses outline the cellular and metabolic events of hemp plants in response to salt stress and highlight several photosynthesis and energy metabolism related pathways as key regulatory points. Soil salinity affects many physiological processes of plants and leads to crop yield losses worldwide. For hemp, a crop that is valued for multiple aspects, such as its medical compounds, fibre, and seed, a comprehensive understanding of its salt stress responses is a prerequisite for resistance breeding and tailoring its agronomic performance to suit certain industrial applications. Here, we first observed the phenotype of salt-stressed hemp plants and found that under NaCl treatment, hemp plants displayed pronounced growth defects, as indicated by the significantly reduced average height, number of leaves, and chlorophyll content. Next, we conducted comparative proteomics and metabolomics to dissect the complex salt-stress response mechanisms. A total of 314 proteins and 649 metabolites were identified to be differentially behaving upon NaCl treatment. Functional classification and enrichment analysis unravelled that many differential proteins were proteases associated with photosynthesis. Through metabolic pathway enrichment, several energy-related pathways were found to be altered, such as the biosynthesis and degradation of branched-chain amino acids, and our network analysis showed that many ribosomal proteins were involved in these metabolic adaptations. Taken together, for hemp plants, influences on chloroplast function probably represent a major toxic effect of salinity, and modulating several energy-producing pathways possibly through translational regulation is presumably a key protective mechanism against the negative impacts. Our data and analyses provide insights into our understanding of hemp's stress biology and may lay a foundation for future functional genomics studies., (© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.)
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- 2024
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6. Challenges and best practices in omics benchmarking.
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Brooks TG, Lahens NF, Mrčela A, and Grant GR
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- Metabolomics methods, Gene Expression Profiling, Mass Spectrometry, Benchmarking, Proteomics methods
- Abstract
Technological advances enabling massively parallel measurement of biological features - such as microarrays, high-throughput sequencing and mass spectrometry - have ushered in the omics era, now in its third decade. The resulting complex landscape of analytical methods has naturally fostered the growth of an omics benchmarking industry. Benchmarking refers to the process of objectively comparing and evaluating the performance of different computational or analytical techniques when processing and analysing large-scale biological data sets, such as transcriptomics, proteomics and metabolomics. With thousands of omics benchmarking studies published over the past 25 years, the field has matured to the point where the foundations of benchmarking have been established and well described. However, generating meaningful benchmarking data and properly evaluating performance in this complex domain remains challenging. In this Review, we highlight some common oversights and pitfalls in omics benchmarking. We also establish a methodology to bring the issues that can be addressed into focus and to be transparent about those that cannot: this takes the form of a spreadsheet template of guidelines for comprehensive reporting, intended to accompany publications. In addition, a survey of recent developments in benchmarking is provided as well as specific guidance for commonly encountered difficulties., (© 2024. Springer Nature Limited.)
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- 2024
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7. Subcellular proteomics insights into Alzheimer's disease development.
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Liang Z, Zhuang H, Cao X, Ma G, and Shen L
- Subjects
- Humans, Biomarkers metabolism, Animals, Proteome metabolism, Alzheimer Disease metabolism, Alzheimer Disease pathology, Proteomics
- Abstract
Alzheimer's disease (AD), one of the most common dementias, is a neurodegenerative disease characterized by cognitive impairment and decreased judgment function. The expected number of AD patient is increasing in the context of the world's advancing medical care and increasing human life expectancy. Since current molecular mechanism studies on AD pathogenesis are incomplete, there is no specific and effective therapeutic agent. Mass spectrometry (MS)-based unbiased proteomics studies provide an effective and comprehensive approach. Many advances have been made in the study of the mechanism, diagnostic markers, and drug targets of AD using proteomics. This paper focus on subcellular level studies, reviews studies using proteomics to study AD-associated mitochondrial dysfunction, synaptic, and myelin damage, the protein composition of amyloid plaques (APs) and neurofibrillary tangles (NFTs), changes in tissue extracellular vehicles (EVs) and exosome proteome, and the protein changes in ribosomes and lysosomes. The methods of sample separation and preparation and proteomic analysis as well as the main findings of these studies are involved. The results of these proteomics studies provide insights into the pathogenesis of AD and provide theoretical resource and direction for future research in AD, helping to identify new biomarkers and drugs targets for AD., (© 2023 Wiley‐VCH GmbH.)
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- 2024
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8. Urinary Proteomic Biomarkers of Trabecular Bone Volume Change during Army Basic Combat Training.
- Author
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Flanagan SD, Hougland JR, Zeng X, Cantrell PS, Sun M, Jones-Laughner J, Canino MC, Hughes JM, Foulis SA, Taylor KM, Walker LA, Guerriere KI, Sterczala AJ, Connaboy C, Beckner ME, Matheny RW, and Nindl BC
- Subjects
- Humans, Male, Young Adult, Tibia metabolism, Proteome, Female, Adolescent, Cancellous Bone diagnostic imaging, Biomarkers urine, Proteomics, Military Personnel
- Abstract
Purpose: The purpose of this study is to optimize a dMS-based urinary proteomic technique and evaluate the relationship between urinary proteome content and adaptive changes in bone microarchitecture during BCT., Methods: Urinary proteomes were analyzed with an optimized dMS technique in two groups of 13 recruits ( N = 26) at the beginning (Pre) and end (Post) of BCT. Matched by age (21 ± 4 yr), sex (16 W), and baseline tibial trabecular bone volume fractions (Tb.BV/TV), these groups were distinguished by the most substantial (High) and minimal (Low) improvements in Tb.BV/TV. Differential protein expression was analyzed with mixed permutation ANOVA and false discovery proportion-based adjustment for multiple comparisons., Results: Tibial Tb.BV/TV increased from pre- to post-BCT in High (3.30 ± 1.64%, P < 0.0001) but not Low (-0.35 ± 1.25%, P = 0.4707). The optimized dMS technique identified 10,431 peptides from 1368 protein groups that represented 165 integrative biological processes. Seventy-four urinary proteins changed from pre- to post-BCT ( P = 0.0019), and neutrophil-mediated immunity was the most prominent ontology. Two proteins (immunoglobulin heavy constant gamma 4 and C-type lectin domain family 4 member G) differed from pre- to post-BCT in High and Low ( P = 0.0006)., Conclusions: The dMS technique can identify more than 1000 urinary proteins. At least 74 proteins are responsive to BCT, and other principally immune system-related proteins show differential expression patterns that coincide with adaptive bone formation., (Copyright © 2024 by the American College of Sports Medicine.)
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- 2024
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9. Proteomics mining of cancer hallmarks on a single-cell resolution.
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Li M, Zuo J, Yang K, Wang P, and Zhou S
- Subjects
- Humans, Animals, Proteomics methods, Single-Cell Analysis methods, Neoplasms metabolism, Mass Spectrometry methods, Biomarkers, Tumor analysis, Biomarkers, Tumor metabolism, Proteome analysis, Proteome metabolism
- Abstract
Dysregulated proteome is an essential contributor in carcinogenesis. Protein fluctuations fuel the progression of malignant transformation, such as uncontrolled proliferation, metastasis, and chemo/radiotherapy resistance, which severely impair therapeutic effectiveness and cause disease recurrence and eventually mortality among cancer patients. Cellular heterogeneity is widely observed in cancer and numerous cell subtypes have been characterized that greatly influence cancer progression. Population-averaged research may not fully reveal the heterogeneity, leading to inaccurate conclusions. Thus, deep mining of the multiplex proteome at the single-cell resolution will provide new insights into cancer biology, to develop prognostic biomarkers and treatments. Considering the recent advances in single-cell proteomics, herein we review several novel technologies with particular focus on single-cell mass spectrometry analysis, and summarize their advantages and practical applications in the diagnosis and treatment for cancer. Technological development in single-cell proteomics will bring a paradigm shift in cancer detection, intervention, and therapy., (© 2023 John Wiley & Sons Ltd.)
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- 2024
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10. Streamlined integrated protein isoelectric focusing using microfluidic paper-based device.
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Mendes, Geovana M., d'Orlye, Fanny, Trapiella-Alfonso, Laura, Duarte, Gabriela R.M., and Varenne, Anne
- Subjects
- *
ISOELECTRIC focusing , *PROTEIN fractionation , *MATRIX effect , *MICROFLUIDIC devices , *PROTEOMICS - Abstract
• A low-cost paper-based microdevice for efficient protein isoelectric focusing. • A 3D-printed holder for an integrated robust separation, avoiding contaminations. • A 15 % glycerol medium for all proteins and compatible with mass spectrometry. • A real-world effectiveness in saliva sample despite potential matrix interferences. An innovative integrated paper-based microdevice was developed for protein separation by isoelectric focusing (IEF), allowing for robust design thanks to a 3D-printed holder integrating separation channel, reservoirs, and electrodes. To reach robustness and precision, the optimization focused on the holder geometry, the paper nature, the reservoir design, the IEF medium, and various focusing parameters. A well-established and stable pH gradient was obtained on a glass-fiber paper substrate with simple sponge reservoirs, and the integration of the electrodes in the holder led to a straightforward system. The separation medium composed of water/glycerol (85/15, v/v) allowed for reducing medium evaporation while being an efficient medium for most hydrophobic and hydrophilic proteins, compatible with mass spectrometry detection for further proteomics developments. To our knowledge, this is the first report of the use of glycerol solutions as a separation medium in a paper-based microdevice. Analytical performances regarding pH gradient generation, pI determination, separation efficiency, and resolution were estimated while varying the IEF experimental parameters. The overall process led to an efficient separation within 25 min. Then, this methodology was applied to a sample composed of saliva doped with proteins. A minimal matrix effect was evidenced, underscoring the practical viability of our platform. This low-cost, versatile and robust paper-based IEF microdevice opens the way to various applications, ranging from sample pre-treatment to integration in an overall proteomic-on-a-chip device. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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11. Smart proteolysis samplers for pre‐lab bottom‐up protein analysis – Performance of on‐paper digestion compared to conventional digestion.
- Author
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Nguyen, Minh Thao, Halvorsen, Trine Grønhaug, Thiede, Bernd, and Reubsaet, Léon
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PROTEIN analysis ,DIGESTION ,PROTEOMICS ,PROTEOLYSIS ,TRYPSIN - Abstract
Here the relation between digestion of proteins by trypsin covalently bound to paper and trypsin in‐solution is investigated. The trypsin acting on paper is covalently bound. A trypsin concentration of 0.5% (w/v) results in the highest digestion activity of all concentrations tested. Additionally, it can be seen that trypsin on‐paper has retained approx. 50% of its activity. Unlike trypsin in‐solution, the stability of the smart proteolysis samplers was regarded to be stable for at least four months when kept refrigerated. Autolysis was very small for covalently bound trypsin: less than 2% compared to in‐solution trypsin. Proteomic analysis of diluted human serum showed more protein identifications (214) in‐solution digestions than on‐paper digestions (76). Also, higher coverage for the in‐solution digestion was obtained. Those proteins identified after on‐paper digestion with no or few disulfide bonds seem to have more similar sequence coverages compared to those identified after in‐solution digestion. Smart samplers allow the determination of at least 70–75 proteins without performing the overnight digestion. All in all, trypsin covalently bound to paper shows to retain high proteolytic activity and is a stable alternative for conventional digestions. In this way, smart proteolytic samplers show their feasibility in pre‐lab sample preparation. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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12. Proteomics of urinary small extracellular vesicles in early diagnosis of kidney diseases in children-expectations and limitations.
- Author
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Korecka K, Gawin M, Pastuszka A, Partyka M, Koszutski T, Pietrowska M, and Hyla-Klekot L
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- Humans, Child, Liquid Biopsy methods, Proteome analysis, Proteome metabolism, Extracellular Vesicles metabolism, Proteomics methods, Kidney Diseases urine, Kidney Diseases diagnosis, Kidney Diseases metabolism, Kidney Diseases pathology, Early Diagnosis, Biomarkers urine
- Abstract
The primary function of the kidneys is to maintain systemic homeostasis (disruption of renal structure and function results in multilevel impairment of body function). Kidney diseases are characterized by a chronic, progressive course and may result in the development of chronic kidney disease (CKD). Evaluation of the composition of the proteome of urinary small extracellular vesicles (sEVs) as a so-called liquid biopsy is a promising new research direction. Knowing the composition of sEV could allow localization of cellular changes in specific sections of the nephron or the interstitial tissue before fixed changes, detectable only at an advanced stage of the disease, occur. Research is currently underway on the role of sEVs in the diagnosis and monitoring of many disease entities. Reports in the literature on the subject include: diabetic nephropathy, focal glomerulosclerosis in the course of glomerulopathies, renal fibrosis of various etiologies. Studies on pediatric patients are still few, involving piloting if small groups of patients without validation studies. Here, we review the literature addressing the use of sEV for diagnosis of the most common urinary disorders in children. We evaluate the clinical utility and define limitations of markers present in sEV as potential liquid biopsy., (© 2024 Wiley‐VCH GmbH.)
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- 2024
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13. 404-error "Disease not found": Unleashing the translational potential of -omics approaches beyond traditional disease classification in heart failure research.
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Esquivel Gaytan A, Bomer N, Grote Beverborg N, and van der Meer P
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- Humans, Epigenomics methods, Translational Research, Biomedical methods, Metabolomics methods, Heart Failure classification, Heart Failure genetics, Heart Failure diagnosis, Heart Failure therapy, Genomics methods, Precision Medicine methods, Proteomics methods
- Abstract
The emergence of personalized medicine, facilitated by the progress in -omics technologies, has initiated a new era in medical diagnostics and treatment. This review examines the potential of -omics approaches in heart failure, a condition that has not yet fully capitalized on personalized strategies compared to other medical fields like cancer therapy. Here, we argue that integrating multi-omics technology with systems medicine approaches could fundamentally transform heart failure management, moving away from the traditional paradigm of 'one size fits all'. Our review examines how omics can enhance understanding of heart failure's molecular foundations and contribute to a more comprehensive disease classification. We draw attention to the current state of medical practice that only relies on clinical evidence and a number of standard laboratory tests. At the same time, we propose a shift towards a universal approach that uses quantitative data from multi-omics to unravel complex molecular interactions. The discussion centres around the potential of the transition as a means to enhance individual risk assessment and emphasizes management within clinical settings. While the use of omics in cardiovascular research is not recent, many past studies have focused only on a single omics approach. In order to achieve a better understanding of disease mechanisms, we explore more holistic approaches using genomics, transcriptomics, epigenomics, and proteomics. This review concludes with a call to action to adopt multi-omics in clinical trials and practice to pave the way for more personalized disease management and more effective heart failure interventions., (© 2024 The Authors. European Journal of Heart Failure published by John Wiley & Sons Ltd on behalf of European Society of Cardiology.)
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- 2024
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14. Harnessing the power of proteomics in precision diabetes medicine.
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Kurgan N, Kjærgaard Larsen J, and Deshmukh AS
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- Humans, Precision Medicine methods, Genomics methods, Prognosis, Proteomics methods, Diabetes Mellitus, Type 2 diagnosis, Diabetes Mellitus, Type 2 genetics, Diabetes Mellitus, Type 2 therapy
- Abstract
Precision diabetes medicine (PDM) aims to reduce errors in prevention programmes, diagnosis thresholds, prognosis prediction and treatment strategies. However, its advancement and implementation are difficult due to the heterogeneity of complex molecular processes and environmental exposures that influence an individual's disease trajectory. To address this challenge, it is imperative to develop robust screening methods for all areas of PDM. Innovative proteomic technologies, alongside genomics, have proven effective in precision cancer medicine and are showing promise in diabetes research for potential translation. This narrative review highlights how proteomics is well-positioned to help improve PDM. Specifically, a critical assessment of widely adopted affinity-based proteomic technologies in large-scale clinical studies and evidence of the benefits and feasibility of using MS-based plasma proteomics is presented. We also present a case for the use of proteomics to identify predictive protein panels for type 2 diabetes subtyping and the development of clinical prediction models for prevention, diagnosis, prognosis and treatment strategies. Lastly, we discuss the importance of plasma and tissue proteomics and its integration with genomics (proteogenomics) for identifying unique type 2 diabetes intra- and inter-subtype aetiology. We conclude with a call for action formed on advancing proteomics technologies, benchmarking their performance and standardisation across sites, with an emphasis on data sharing and the inclusion of diverse ancestries in large cohort studies. These efforts should foster collaboration with key stakeholders and align with ongoing academic programmes such as the Precision Medicine in Diabetes Initiative consortium., (© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.)
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- 2024
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15. Spatial biology of cancer evolution.
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Seferbekova Z, Lomakin A, Yates LR, and Gerstung M
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- Humans, Ecosystem, Genomics, Tumor Microenvironment genetics, Proteomics, Neoplasms genetics, Neoplasms pathology
- Abstract
The natural history of cancers can be understood through the lens of evolution given that the driving forces of cancer development are mutation and selection of fitter clones. Cancer growth and progression are spatial processes that involve the breakdown of normal tissue organization, invasion and metastasis. For these reasons, spatial patterns are an integral part of histological tumour grading and staging as they measure the progression from normal to malignant disease. Furthermore, tumour cells are part of an ecosystem of tumour cells and their surrounding tumour microenvironment. A range of new spatial genomic, transcriptomic and proteomic technologies offers new avenues for the study of cancer evolution with great molecular and spatial detail. These methods enable precise characterizations of the tumour microenvironment, cellular interactions therein and micro-anatomical structures. In conjunction with spatial genomics, it emerges that tumours and microenvironments co-evolve, which helps explain observable patterns of heterogeneity and offers new routes for therapeutic interventions., (© 2022. Springer Nature Limited.)
- Published
- 2023
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16. A transformer architecture for retention time prediction in liquid chromatography mass spectrometry-based proteomics.
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Pham TV, Nguyen VV, Vu D, Henneman AA, Richardson RA, Piersma SR, and Jimenez CR
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- Mass Spectrometry methods, Software, Chromatography, Liquid methods, Proteomics methods, Peptide Library
- Abstract
Accurate retention time (RT) prediction is important for spectral library-based analysis in data-independent acquisition mass spectrometry-based proteomics. The deep learning approach has demonstrated superior performance over traditional machine learning methods for this purpose. The transformer architecture is a recent development in deep learning that delivers state-of-the-art performance in many fields such as natural language processing, computer vision, and biology. We assess the performance of the transformer architecture for RT prediction using datasets from five deep learning models Prosit, DeepDIA, AutoRT, DeepPhospho, and AlphaPeptDeep. The experimental results on holdout datasets and independent datasets exhibit state-of-the-art performance of the transformer architecture. The software and evaluation datasets are publicly available for future development in the field., (© 2023 The Authors. Proteomics published by Wiley-VCH GmbH.)
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- 2023
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17. The journey towards clinical adoption of MALDI-MS-based imaging proteomics: from current challenges to future expectations.
- Author
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Piga I, Magni F, and Smith A
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- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization methods, Reproducibility of Results, Peptides, Proteomics methods, Motivation
- Abstract
Among the spatial omics techniques available, mass spectrometry imaging (MSI) represents one of the most promising owing to its capability to map the distribution of hundreds of peptides and proteins, as well as other classes of biomolecules, within a complex sample background in a multiplexed and relatively high-throughput manner. In particular, matrix-assisted laser desorption/ionisation (MALDI-MSI) has come to the fore and established itself as the most widely used technique in clinical research. However, the march of this technique towards clinical utility has been hindered by issues related to method reproducibility, appropriate biocomputational tools, and data storage. Notwithstanding these challenges, significant progress has been achieved in recent years regarding multiple facets of the technology and has rendered it more suitable for a possible clinical role. As such, there is now more robust and extensive evidence to suggest that the technology has the potential to support clinical decision-making processes under appropriate circumstances. In this review, we will discuss some of the recent developments that have facilitated this progress and outline some of the more promising clinical proteomics applications which have been developed with a clear goal towards implementation in mind., (© 2023 The Authors. FEBS Letters published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies.)
- Published
- 2024
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18. Multi-omics characterization of NIST seafood reference materials and alternative matrix preparations.
- Author
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Ellisor DL, Bayless AL, Schock TB, Davis WC, Knott BT, Seghers J, Leys H, and Emteborg H
- Subjects
- Reference Standards, Quality Control, Seafood analysis, Proteomics, Multiomics
- Abstract
The National Institute of Standards and Technology (NIST) has prepared four seafood reference materials (RMs) for use in food safety and nutrition studies: wild-caught and aquacultured salmon (RM 8256 and RM 8257) and wild-caught and aquacultured shrimp (RM 8258 and RM 8259). These materials were characterized using genetic, metabolomic (
1 H-NMR, nuclear magnetic resonance and LC-HRMS/MS, liquid chromatography high-resolution tandem mass spectrometry), lipidomic, and proteomic methods to explore their use as matrix-matched, multi-omic differential materials for method development towards identifying product source and/or as quality control in untargeted omics studies. The results from experimental replicates were reproducible for each reference material and analytical method, with the most abundant features reported. Additionally, differences between the materials could be detected, where wild-caught and aquacultured seafood could be distinguished using untargeted metabolite, lipid, and protein analyses. Further processing of the fresh-frozen RMs by freeze-drying revealed the freeze-dried seafoods could still be reliably discerned. These results demonstrate the usefulness of these reference materials as tools for omics instrument validation and measurement harmonization in seafood-related studies. Furthermore, their use as differential quality control (QC) materials, regardless of preparation method, may also provide a tool for laboratories to demonstrate proficiency at discriminating between products based on source/species., (© 2023. This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.)- Published
- 2024
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19. Broad-capture proteomics and machine learning for early detection of type 2 diabetes risk.
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- Humans, Machine Learning, Early Diagnosis, Proteomics, Diabetes Mellitus, Type 2 diagnosis
- Published
- 2022
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20. A novel paper MAP method for rapid high resolution histological analysis.
- Author
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Lee, Mirae, Woo, Jiwon, Kim, Doh-Hee, Yang, Yu-Mi, Lee, Eunice Yoojin, Kim, Jung-Hee, Kang, Seok-Gu, Shim, Jin-Kyung, and Park, Jeong-Yoon
- Subjects
- *
THREE-dimensional imaging , *PROTEOMICS , *TISSUES , *ALZHEIMER'S disease - Abstract
Three-dimensional visualization of cellular and subcellular-structures in histological-tissues is essential for understanding the complexities of biological-phenomena, especially with regards structural and spatial relationships and pathologlical-diagnosis. Recent advancements in tissue-clearing technology, such as Magnified Analysis of Proteome (MAP), have significantly improved our ability to study biological-structures in three-dimensional space; however, their wide applicability to a variety of tissues is limited by long incubation-times and a need for advanced imaging-systems that are not readily available in most-laboratories. Here, we present optimized MAP-based method for paper-thin samples, Paper-MAP, which allow for rapid clearing and subsequent imaging of three-dimensional sections derived from various tissues using conventional confocal-microscopy. Paper-MAP successfully clear tissues within 1-day, compared to the original-MAP, without significant differences in achieved optical-transparency. As a proof-of-concept, we investigated the vasculature and neuronal-networks of a variety of human and rodent tissues processed via Paper-MAP, in both healthy and diseased contexts, including Alzheimer's disease and glioma. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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21. The emerging role of mass spectrometry-based proteomics in drug discovery.
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Meissner F, Geddes-McAlister J, Mann M, and Bantscheff M
- Subjects
- Mass Spectrometry methods, Proteins metabolism, Drug Discovery methods, Proteomics methods
- Abstract
Proteins are the main targets of most drugs; however, system-wide methods to monitor protein activity and function are still underused in drug discovery. Novel biochemical approaches, in combination with recent developments in mass spectrometry-based proteomics instrumentation and data analysis pipelines, have now enabled the dissection of disease phenotypes and their modulation by bioactive molecules at unprecedented resolution and dimensionality. In this Review, we describe proteomics and chemoproteomics approaches for target identification and validation, as well as for identification of safety hazards. We discuss innovative strategies in early-stage drug discovery in which proteomics approaches generate unique insights, such as targeted protein degradation and the use of reactive fragments, and provide guidance for experimental strategies crucial for success., (© 2022. Springer Nature Limited.)
- Published
- 2022
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22. Clinical Implications of Altered Drug Transporter Abundance/Function and PBPK Modeling in Specific Populations: An ITC Perspective.
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Chu X, Prasad B, Neuhoff S, Yoshida K, Leeder JS, Mukherjee D, Taskar K, Varma MVS, Zhang X, Yang X, and Galetin A
- Subjects
- Adult, Biological Transport, Child, Drug Interactions, Humans, Membrane Transport Proteins metabolism, Models, Biological, Proteomics
- Abstract
The role of membrane transporters on pharmacokinetics (PKs), drug-drug interactions (DDIs), pharmacodynamics (PDs), and toxicity of drugs has been broadly recognized. However, our knowledge of modulation of transporter expression and/or function in the diseased patient population or specific populations, such as pediatrics or pregnancy, is still emerging. This white paper highlights recent advances in studying the changes in transporter expression and activity in various diseases (i.e., renal and hepatic impairment and cancer) and some specific populations (i.e., pediatrics and pregnancy) with the focus on clinical implications. Proposed alterations in transporter abundance and/or activity in diseased and specific populations are based on (i) quantitative transporter proteomic data and relative abundance in specific populations vs. healthy adults, (ii) clinical PKs, and emerging transporter biomarker and/or pharmacogenomic data, and (iii) physiologically-based pharmacokinetic modeling and simulation. The potential for altered PK, PD, and toxicity in these populations needs to be considered for drugs and their active metabolites in which transporter-mediated uptake/efflux is a major contributor to their absorption, distribution, and elimination pathways and/or associated DDI risk. In addition to best practices, this white paper discusses current challenges and knowledge gaps to study and quantitatively predict the effects of modulation in transporter activity in these populations, together with the perspectives from the International Transporter Consortium (ITC) on future directions., (© 2022 The Authors. Clinical Pharmacology & Therapeutics © 2022 American Society for Clinical Pharmacology and Therapeutics.)
- Published
- 2022
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23. Realm of proteomics in breast cancer management and drug repurposing to alleviate intricacies of treatment.
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Behera RN, Bisht VS, Giri K, and Ambatipudi K
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- Humans, Female, Drug Repositioning, Protein Processing, Post-Translational, Prognosis, Proteomics methods, Breast Neoplasms drug therapy, Breast Neoplasms genetics, Breast Neoplasms diagnosis
- Abstract
Breast cancer, a multi-networking heterogeneous disease, has emerged as a serious impediment to progress in clinical oncology. Although technological advancements and emerging cancer research studies have mitigated breast cancer lethality, a precision cancer-oriented solution has not been achieved. Thus, this review will persuade the acquiescence of proteomics-based diagnostic and therapeutic options in breast cancer management. Recently, the evidence of breast cancer health surveillance through imaging proteomics, single-cell proteomics, interactomics, and post-translational modification (PTM) tracking, to construct proteome maps and proteotyping for stage-specific and sample-specific cancer subtyping have outperformed conventional ways of dealing with breast cancer by increasing diagnostic efficiency, prognostic value, and predictive response. Additionally, the paradigm shift in applied proteomics for designing a chemotherapy regimen to identify novel drug targets with minor adverse effects has been elaborated. Finally, the potential of proteomics in alleviating the occurrence of chemoresistance and enhancing reprofiled drugs' effectiveness to combat therapeutic obstacles has been discussed. Owing to the enormous potential of proteomics techniques, the clinical recognition of proteomics in breast cancer management can be achievable and therapeutic intricacies can be surmountable., (© 2023 Wiley-VCH GmbH.)
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- 2023
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24. Potential of MALDI-TOF MS-based proteomic fingerprinting for species identification of Cnidaria across classes, species, regions and developmental stages.
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Rossel S, Peters J, Laakmann S, Martínez Arbizu P, and Holst S
- Subjects
- Animals, Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization methods, Proteomics, Anthozoa genetics
- Abstract
Morphological identification of cnidarian species can be difficult throughout all life stages due to the lack of distinct morphological characters. Moreover, in some cnidarian taxa genetic markers are not fully informative, and in these cases combinations of different markers or additional morphological verifications may be required. Proteomic fingerprinting based on MALDI-TOF mass spectra was previously shown to provide reliable species identification in different metazoans including some cnidarian taxa. For the first time, we tested the method across four cnidarian classes (Staurozoa, Scyphozoa, Anthozoa, Hydrozoa) and included different scyphozoan life-history stages (polyp, ephyra, medusa) in our dataset. Our results revealed reliable species identification based on MALDI-TOF mass spectra across all taxa with species-specific clusters for all 23 analysed species. In addition, proteomic fingerprinting was successful for distinguishing developmental stages, still by retaining a species specific signal. Furthermore, we identified the impact of different salinities in different regions (North Sea and Baltic Sea) on proteomic fingerprints to be negligible. In conclusion, the effects of environmental factors and developmental stages on proteomic fingerprints seem to be low in cnidarians. This would allow using reference libraries built up entirely of adult or cultured cnidarian specimens for the identification of their juvenile stages or specimens from different geographic regions in future biodiversity assessment studies., (© 2023 The Authors. Molecular Ecology Resources published by John Wiley & Sons Ltd.)
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- 2023
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25. Multi-omics analysis from archival neonatal dried blood spots: limitations and opportunities.
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Zhuang YJ, Mangwiro Y, Wake M, Saffery R, and Greaves RF
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- Child, Dried Blood Spot Testing methods, Epigenomics, Genomics, Humans, Infant, Newborn, Metabolomics, Neonatal Screening methods, Proteomics
- Abstract
Newborn screening (NBS) programs operate in many countries, processing millions of dried bloodspot (DBS) samples annually. In addition to early identification of various adverse health outcomes, these samples have considerable potential as a resource for population-based research that could address key questions related to child health. The feasibility of archival DBS samples for emerging targeted and untargeted multi-omics analysis has not been previously explored in the literature. This review aims to critically evaluate the latest advances to identify opportunities and challenges of applying omics analyses to NBS cards in a research setting. Medline, Embase and PubMed databases were searched to identify studies utilizing DBS for genomic, proteomic and metabolomic assays. A total of 800 records were identified after removing duplicates, of which 23 records were included in this review. These papers consisted of one combined genomic/metabolomic, four genomic, three epigenomic, four proteomic and 11 metabolomic studies. Together they demonstrate that the increasing sensitivity of multi-omic analytical techniques makes the broad use of NBS samples achievable for large cohort studies. Maintaining the pre-analytical integrity of the DBS sample through storage at temperatures below -20 °C will enable this important resource to be fully realized in a research capacity., (© 2022 Yuan-Jessica Zhuang et al., published by De Gruyter, Berlin/Boston.)
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- 2022
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26. Biomarkers and biosensors for the diagnosis of noncompliant pH, dark cutting beef predisposition, and welfare in cattle.
- Author
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Nelis JLD, Bose U, Broadbent JA, Hughes J, Sikes A, Anderson A, Caron K, Schmoelzl S, and Colgrave ML
- Subjects
- Animals, Biomarkers analysis, Biomarkers metabolism, Cattle, Hydrogen-Ion Concentration, Muscle, Skeletal chemistry, Biosensing Techniques, Proteomics
- Abstract
Meat quality can be affected by stress, exhaustion, feed composition, and other physical and environmental conditions. These stressors can alter the pH in postmortem muscle, leading to high pH and low-quality dark cutting (DC) beef, resulting in considerable economic loss. Moreover, the dark cutting prediction may equally provide a measure for animal welfare since it is directly related to animal stress. There are two needs to advance on-site detection of dark cutters: (1) a clear indication that biomarker (signature compounds) levels in cattle correlate with stress and DC outcome; and (2) measuring these biomarkers rapidly and accurately on-farm or the abattoir, depending on the objectives. This critical review assesses which small molecules and proteins have been identified as potential biomarkers of stress and dark cutting in cattle. We discuss the potential of promising small molecule biomarkers, including catecholamine/cortisol metabolites, lactate, succinate, inosine, glucose, and β-hydroxybutyrate, and we identify a clear research gap for proteomic biomarker discovery in live cattle. We also explore the potential of chemical-sensing and biosensing technologies, including direct electrochemical detection improved through nanotechnology (e.g., carbon and gold nanostructures), surface-enhanced Raman spectroscopy in combination with chemometrics, and commercial hand-held devices for small molecule detection. No current strategy exists to rapidly detect predictive meat quality biomarkers due to the need to further validate biomarkers and the fact that different biosensor types are needed to optimally detect different molecules. Nonetheless, several biomarker/biosensor combinations reported herein show excellent potential to enable the measurement of DC potential in live cattle., (© 2022 The Authors. Comprehensive Reviews in Food Science and Food Safety published by Wiley Periodicals LLC on behalf of Institute of Food Technologists.)
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- 2022
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27. 基于TMT标记蛋白质组学技术研究接装纸赋甜 对唾液蛋白表达的影响.
- Author
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杨 月, 刘梦梦, 张 媛, 伍鹏霖, 董卉林, 吴昌健, 陈 蕊, 朱怀远, and 曹 毅
- Abstract
Copyright of Tobacco Science & Technology is the property of Tobacco Science & Technology and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2023
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28. Hemin accumulation and identification of a heme-binding protein clan in K562 cells by proteomic and computational analysis.
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Tsolaki VC, Georgiou-Siafis SK, Tsamadou AI, Tsiftsoglou SA, Samiotaki M, Panayotou G, and Tsiftsoglou AS
- Subjects
- Carrier Proteins, Heme metabolism, Heme-Binding Proteins, Humans, K562 Cells, Hemin, Proteomics
- Abstract
Heme (iron protoporphyrin IX) is an essential regulator conserved in all known organisms. We investigated the kinetics of intracellular accumulation of hemin (oxidized form) in human transformed proerythroid K562 cells using [
14 C]-hemin and observed that it is time and temperature-dependent, affected by the presence of serum proteins, as well as the amphipathic/hydrophobic properties of hemin. Hemin-uptake exhibited saturation kinetics as a function of the concentration added, suggesting the involvement of a carrier-cell surface receptor-mediated process. The majority of intracellular hemin accumulated in the cytoplasm, while a substantial portion entered the nucleus. Cytosolic proteins isolated by hemin-agarose affinity column chromatography (HACC) were found to form stable complexes with [59 Fe]-hemin. The HACC fractionation and Liquid chromatography-mass spectrometry analysis of cytosolic, mitochondrial, and nuclear protein isolates from K562 cell extracts revealed the presence of a large number of hemin-binding proteins (HeBPs) of diverse ontologies, including heat shock proteins, cytoskeletal proteins, enzymes, and signaling proteins such as actinin a4, mitogen-activated protein kinase 1 as well as several others. The subsequent computational analysis of the identified HeBPs using HemoQuest confirmed the presence of various hemin/heme-binding motifs [C(X)nC, H, Y] in their primary structures and conformations. The possibility that these HeBPs contribute to a heme intracellular trafficking protein network involved in the homeostatic regulation of the pool and overall functions of heme is discussed., (© 2021 Wiley Periodicals LLC.)- Published
- 2022
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29. Enabling cryo-EM density interpretation from yeast native cell extracts by proteomics data and AlphaFold structures.
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Tüting C, Schmidt L, Skalidis I, Sinz A, and Kastritis PL
- Subjects
- Cell Extracts, Cryoelectron Microscopy methods, Proteins chemistry, Saccharomyces cerevisiae, Proteomics
- Abstract
In the cellular context, proteins participate in communities to perform their function. The detection and identification of these communities as well as in-community interactions has long been the subject of investigation, mainly through proteomics analysis with mass spectrometry. With the advent of cryogenic electron microscopy and the "resolution revolution," their visualization has recently been made possible, even in complex, native samples. The advances in both fields have resulted in the generation of large amounts of data, whose analysis requires advanced computation, often employing machine learning approaches to reach the desired outcome. In this work, we first performed a robust proteomics analysis of mass spectrometry (MS) data derived from a yeast native cell extract and used this information to identify protein communities and inter-protein interactions. Cryo-EM analysis of the cell extract provided a reconstruction of a biomolecule at medium resolution (∼8 Å (FSC = 0.143)). Utilizing MS-derived proteomics data and systematic fitting of AlphaFold-predicted atomic models, this density was assigned to the 2.6 MDa complex of yeast fatty acid synthase. Our proposed workflow identifies protein complexes in native cell extracts from Saccharomyces cerevisiae by combining proteomics, cryo-EM, and AI-guided protein structure prediction., (© 2023 The Authors. Proteomics published by Wiley-VCH GmbH.)
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- 2023
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30. Extending the landscape of omics technologies by pathomics.
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Bülow RD, Hölscher DL, Costa IG, and Boor P
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- Genomics, Proteomics
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- 2023
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31. The effect of eraser sampling for proteomic analysis on Palaeolithic bone surface microtopography.
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Sinet-Mathiot V, Martisius NL, Schulz-Kornas E, van Casteren A, Tsanova TR, Sirakov N, Spasov R, Welker F, Smith GM, and Hublin JJ
- Subjects
- Archaeology, Bulgaria, Humans, Surface Properties, Bone and Bones metabolism, Fossils, Proteomics methods
- Abstract
Bone surface modifications are crucial for understanding human subsistence and dietary behaviour, and can inform about the techniques employed in the production and use of bone tools. Permission to destructively sample such unique artefacts is not always granted. The recent development of non-destructive proteomic extraction techniques has provided some alternatives for the analysis of rare and culturally significant artefacts, including bone tools and personal ornaments. The Eraser Extraction Method (EEM), first developed for ZooMS analysis of parchment, has recently been applied to bone and ivory specimens. To test the potential impact of the EEM on ancient bone surfaces, we analyse six anthropogenically modified Palaeolithic bone specimens from Bacho Kiro Cave (Bulgaria) through a controlled sampling experiment using qualitative and 3D quantitative microscopy. Although the overall bone topography is generally preserved, our findings demonstrate a slight flattening of the microtopography alongside the formation of micro-striations associated with the use of the eraser for all bone specimens. Such modifications are similar to ancient use-wear traces. We therefore consider the EEM a destructive sampling approach for Palaeolithic bone surfaces. Together with low ZooMS success rates in some of the reported studies, the EEM might not be a suitable approach to taxonomically identify Pleistocene bone specimens., (© 2021. The Author(s).)
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- 2021
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32. Quantitative Proteomic Map of Enzymes and Transporters in the Human Kidney: Stepping Closer to Mechanistic Kidney Models to Define Local Kinetics.
- Author
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Al-Majdoub ZM, Scotcher D, Achour B, Barber J, Galetin A, and Rostami-Hodjegan A
- Subjects
- Cytochrome P-450 Enzyme System genetics, Databases, Factual, Glucuronosyltransferase genetics, Glucuronosyltransferase metabolism, Humans, Kidney metabolism, Kinetics, Membrane Transport Proteins genetics, UDP-Glucuronosyltransferase 1A9, Cytochrome P-450 Enzyme System metabolism, Kidney Cortex metabolism, Membrane Transport Proteins metabolism, Models, Biological, Proteomics methods
- Abstract
The applications of translational modeling of local drug concentrations in various organs had a sharp increase over the last decade. These are part of the model-informed drug development initiative, adopted by the pharmaceutical industry and promoted by drug regulatory agencies. With respect to the kidney, the models serve as a bridge for understanding animal vs. human observations related to renal drug disposition and any consequential adverse effects. However, quantitative data on key drug-metabolizing enzymes and transporters relevant for predicting renal drug disposition are limited. Using targeted and global quantitative proteomics, we determined the abundance of multiple enzymes and transporters in 20 human kidney cortex samples. Nine enzymes and 22 transporters were quantified (8 for the first time in the kidneys). In addition, > 4,000 proteins were identified and used to form an open database. CYP2B6, CYP3A5, and CYP4F2 showed comparable, but generally low expression, whereas UGT1A9 and UGT2B7 levels were the highest. Significant correlation between abundance and activity (measured by mycophenolic acid clearance) was observed for UGT1A9 (Rs = 0.65, P = 0.004) and UGT2B7 (Rs = 0.70, P = 0.023). Expression of P-gp ≈ MATE-1 and OATP4C1 transporters were high. Strong intercorrelations were observed between several transporters (P-gp/MRP4, MRP2/OAT3, and OAT3/OAT4); no correlation in expression was apparent for functionally related transporters (OCT2/MATEs). This study extends our knowledge of pharmacologically relevant proteins in the kidney cortex, with implications on more prudent use of mechanistic kidney models under the general framework of quantitative systems pharmacology and toxicology., (© 2021 The Authors. Clinical Pharmacology & Therapeutics © 2021 American Society for Clinical Pharmacology and Therapeutics.)
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- 2021
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33. Insights into the vision of the hadal snailfish Pseudoliparis swirei through proteomic analysis of the eye.
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Yan G, Lian CA, Lan Y, Qian PY, and He L
- Subjects
- Acclimatization, Animals, Chromatography, Liquid, Fishes, Proteomics, Tandem Mass Spectrometry
- Abstract
No sunlight can reach the hadal trench, but some fishes dwelling there still have apparent eye morphology. However, whether they are capable of sensing light remains unknown. In this study, the eyes of the dominant hadal endemic snailfish Pseudoliparis swirei from the Mariana Trench were analyzed using liquid chromatography-mass spectrometry/mass spectrometry (LC-MS/MS). A total of 2088 proteins were identified in the eye proteome, most of which had at least one hit against public databases and could be mapped to 316 metabolic pathways. Gene Ontology (GO) terms and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways directly contributing to visual phototransduction were significantly enriched from the top 10% dominant proteins, implying abundant metabolic activities in the eye and it is still a functional visual organ. One rhodopsin was identified in the eye proteome, sequence analysis indicated that it might have an absorption maximum at ∼480 nm and be sensitive to dim blue light. In addition, proteins that might contribute to extreme environment adaptation, such as heat shock proteins and chaperonin-containing T-complex protein 1, were also highly expressed in the eye. Overall, these results provide insights into the molecular mechanism underlying the vision of hadal snailfish and provide a useful database for further research., (© 2021 Wiley-VCH GmbH.)
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- 2021
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34. Advances in plasma proteomics: Call for papers for an upcoming special issue
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Jochen M. Schwenk, Ping Xu, Joshua LaBaer, and Xiaobo Yu
- Subjects
Inflammation ,Proteomics ,Engineering ,business.industry ,Clinical Biochemistry ,MEDLINE ,Humans ,Plasma proteomics ,Blood Coagulation Disorders ,business ,Data science ,Biomarkers ,Immunity, Humoral - Published
- 2021
35. Multiomics Analyses Reveal Sex Differences in Mouse Renal Proximal Subsegments.
- Author
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Chen L, Chou CL, Yang CR, and Knepper MA
- Subjects
- Mice, Female, Male, Animals, Multiomics, Kidney metabolism, Kidney Tubules, Proximal metabolism, Transcription Factors metabolism, Chromatin metabolism, Sex Characteristics, Proteomics
- Abstract
Significance Statement: Sex-dependent differences in kidney function are recognized but the underlying molecular mechanisms are largely unexplored. Advances in genomics and proteomic technologies now allow extensive characterization of differences between the same cell types of males and females. Multiomics integrating RNA-seq, ATAC-seq, and proteomics data to investigate differences in gene expression, chromatin accessibility, and protein expression in proximal tubules of male and female mice identified many sex-biased genes and proteins associated with kidney functions, including metabolic and transport processes. Sex differences may also arise from variations of the interaction between transcription factors and accessible chromatin regions. A comprehensive web resource is provided to advance understanding of sex differences in cells of the proximal tubule., Background: Sex differences have been increasingly recognized as important in kidney physiology and pathophysiology, but limited resources are available for comprehensive interrogation of sex differences., Methods: RNA-seq and ATAC-seq of microdissected mouse proximal tubules and protein mass spectrometry of homogenized perfused mouse kidneys reveal differences in proximal tubule cells of males and females., Results: The transcriptomic data indicated that the major differences in the proximal tubules between the sexes were in the S2/S3 segments, and most of the sex-biased transcripts mapped to autosomes rather than to the sex chromosomes. Many of the transcripts exhibiting sex-biased expression are involved in monocarboxylic acid metabolic processes, organic anion transport, and organic acid transport. The ATAC-seq method on microdissected tubules captured chromatin accessibility. Many of the more than 7000 differentially accessible DNA regions identified were in distal regions. Motif analyses revealed a lack of direct involvement of estrogen receptors or the androgen receptor (absence of canonical hormone response elements), suggesting an indirect regulatory role of sex hormones. Instead, analyses identified several transcription factors (TFs) ( Tead1 , Nfia/b , and Pou3f3 ) whose interplay with proximal tubule-specific TFs ( e.g. , Hnf1b , Hnf4a ) may contribute to sex differences. Finally, the whole-kidney proteome was correlated with the transcriptome, and many sex-biased proteins ( e.g. , Cyp2e1, Acsm2/3) were identified., Conclusions: Sex-dependent cis-regulatory elements interact with TFs in ways that lead to sex-biased gene expression in proximal tubule cells. These data are provided as a user-friendly web page at https://esbl.nhlbi.nih.gov/MRECA/PT/ ., (Copyright © 2023 by the American Society of Nephrology.)
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- 2023
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36. iTRAQ-Based Quantitative Proteomics Analysis Reveals the Mechanism of Golden-Yellow Leaf Mutant in Hybrid Paper Mulberry
- Author
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Fenfen, Wang, Naizhi, Chen, and Shihua, Shen
- Subjects
Proteomics ,Chloroplasts ,QH301-705.5 ,proteome ,Article ,Catalysis ,Inorganic Chemistry ,chloroplast ,Gene Expression Regulation, Plant ,chlorophyll ,Biology (General) ,Physical and Theoretical Chemistry ,QD1-999 ,Molecular Biology ,Spectroscopy ,Plant Proteins ,photosynthesis ,ribosome ,Organic Chemistry ,food and beverages ,General Medicine ,Carotenoids ,Computer Science Applications ,Plant Leaves ,Chemistry ,Phenotype ,Evaluation Studies as Topic ,Morus - Abstract
Plant growth and development relies on the conversion of light energy into chemical energy, which takes place in the leaves. Chlorophyll mutant variations are important for studying certain physiological processes, including chlorophyll metabolism, chloroplast biogenesis, and photosynthesis. To uncover the mechanisms of the golden-yellow phenotype of the hybrid paper mulberry plant, this study used physiological, cytological, and iTRAQ-based proteomic analyses to compare the green and golden-yellow leaves of hybrid paper mulberry. Physiological results showed that the mutants of hybrid paper mulberry showed golden-yellow leaves, reduced chlorophyll, and carotenoid content, and increased flavonoid content compared with wild-type plants. Cytological observations revealed defective chloroplasts in the mesophyll cells of the mutants. Results demonstrated that 4766 proteins were identified from the hybrid paper mulberry leaves, of which 168 proteins displayed differential accumulations between the green and mutant leaves. The differentially accumulated proteins were primarily involved in chlorophyll synthesis, carotenoid metabolism, and photosynthesis. In addition, differentially accumulated proteins are associated with ribosome pathways and could enable plants to adapt to environmental conditions by regulating the proteome to reduce the impact of chlorophyll reduction on growth and survival. Altogether, this study provides a better understanding of the formation mechanism of the golden-yellow leaf phenotype by combining proteomic approaches.
- Published
- 2021
37. Physiological, epigenetic, and proteomic responses in Pfaffia glomerata growth in vitro under salt stress and 5-azacytidine.
- Author
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Fortini EA, Batista DS, Felipe SHS, Silva TD, Correia LNF, Farias LM, Faria DV, Pinto VB, Santa-Catarina C, Silveira V, De-la-Peña C, Castillo-Castro E, and Otoni WC
- Subjects
- Azacitidine pharmacology, Sodium Chloride pharmacology, Salt Tolerance genetics, Epigenesis, Genetic, Plant Proteins metabolism, Stress, Physiological, Proteomics, Amaranthaceae
- Abstract
Plants adjust their complex molecular, biochemical, and metabolic processes to overcome salt stress. Here, we investigated the proteomic and epigenetic alterations involved in the morphophysiological responses of Pfaffia glomerata, a medicinal plant, to salt stress and the demethylating agent 5-azacytidine (5-azaC). Moreover, we investigated how these changes affected the biosynthesis of 20-hydroxyecdysone (20-E), a pharmacologically important specialized metabolite. Plants were cultivated in vitro for 40 days in Murashige and Skoog medium supplemented with NaCl (50 mM), 5-azaC (25 μM), and NaCl + 5-azaC. Compared with the control (medium only), the treatments reduced growth, photosynthetic rates, and photosynthetic pigment content, with increase in sucrose, total amino acids, and proline contents, but a reduction in starch and protein. Comparative proteomic analysis revealed 282 common differentially accumulated proteins involved in 87 metabolic pathways, most of them related to amino acid and carbohydrate metabolism, and specialized metabolism. 5-azaC and NaCl + 5-azaC lowered global DNA methylation levels and 20-E content, suggesting that 20-E biosynthesis may be regulated by epigenetic mechanisms. Moreover, downregulation of a key protein in jasmonate biosynthesis indicates the fundamental role of this hormone in the 20-E biosynthesis. Taken together, our results highlight possible regulatory proteins and epigenetic changes related to salt stress tolerance and 20-E biosynthesis in P. glomerata, paving the way for future studies of the mechanisms involved in this regulation., (© 2022. The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature.)
- Published
- 2023
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38. Integration of Metabolomic and Proteomic Data to Uncover Actionable Metabolic Pathways.
- Author
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Heckendorf C, Blum BC, Lin W, Lawton ML, and Emili A
- Subjects
- Metabolomics methods, Genomics, Metabolic Networks and Pathways, Proteomics methods, Software
- Abstract
Mass spectrometry (MS) is an important tool for biological studies because it is capable of interrogating a diversity of biomolecules (proteins, drugs, metabolites) not captured via alternate genomic platforms. Unfortunately, downstream data analysis becomes complicated when attempting to evaluate and integrate measurements of different molecular classes and requires the aggregation of expertise from different relevant disciplines. This complexity represents a significant bottleneck that limits the routine deployment of MS-based multi-omic methods, despite the unmatched biological and functional insight the data can provide. To address this unmet need, our group introduced Omics Notebook as an open-source framework for facilitating exploratory analysis, reporting and integrating MS-based multi-omic data in a way that is automated, reproducible and customizable. By deploying this pipeline, we have devised a framework for researchers to more rapidly identify functional patterns across complex data types and focus on statistically significant and biologically interesting aspects of their multi-omic profiling experiments. This chapter aims to describe a protocol which leverages our publicly accessible tools to analyze and integrate data from high-throughput proteomics and metabolomics experiments and produce reports that will facilitate more impactful research, cross-institutional collaborations, and wider data dissemination., (© 2023. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.)
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- 2023
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39. Stability of inflammation markers in human blood collected using volumetric absorptive microsampling (VAMS) under typical laboratory storage temperatures.
- Author
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McMahon, R., Hill, C., Rudge, J., Herbert, B., and Karsten, E.
- Subjects
- *
BLOOD proteins , *FILTER paper , *STORAGE , *BLOOD banks , *TEMPERATURE - Abstract
• Cytokine concentration in finger-prick blood VAMS was more variable than in venous. • Room temperature had the most significant changes in concentration over time. • The optimal storage temperature differed for each analyte. • Incomplete extraction of 6 spiked cytokines may indicate cytokine-VAMS interaction. Dried blood spots (DBS) collected on filter paper such as Guthrie cards are stored for years at room temperature. The assumption is that once dried, the samples remain stable and quantifiable indefinitely since the metabolites these were initially designed to measure, are known for their extended stability. The concentration of other blood proteins such as cytokines, however, are known to vary with storage even in liquid samples stored at −80 °C for extended periods of time. We sought to determine if cytokines are stable for up to 5 months when stored as a dried blood sample using volumetric absorptive microsampling (VAMS) devices. To test this, blood was collected from 4 healthy participants, spiked with recombinant cytokines, and collected into 30 µL VAMS devices. These prepared VAMS devices were stored at room temperature, 4 °C, or −20 °C for up to 5 months and matching VAMS liquid extracts were stored at −80 °C for the same period of time. At each timepoint, the samples were extracted from the VAMS devices and the extracts were analysed by Luminex® for quantification of up to 31 cytokines. These methods were also tested in a remote clinical study over a period of up to 8 months. Cytokine analysis revealed that room temperature, the current standard for DBS and VAMS storage, performed the poorest out of all storage temperatures with significant losses in 13/21 analytes compared to 4 °C at 5 months. Storage at 4 °C or colder performed well for the majority of analytes tested, however out of those, the optimal storage temperature differed for each analyte. There were a small number of analytes that performed poorly regardless of storage conditions and for fractalkine, this was found to be caused by inefficient recovery during extraction. Cytokine concentrations from finger-prick samples were also found to be much more variable that those in venous blood samples. Our results highlight the need to understand the stability of analytes of interest before committing to longitudinal collection and storage of samples in VAMS devices. These data give confidence that storage at 4 °C or colder was beneficial for cytokine stability. Wherein 25/31 cytokines were quantifiably stable at −20 °C when stored for 3 months and 17/21 were quantifiably stable after 5 months when stored at 4 °C. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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40. Human Hepatic Transporter Signature Peptides for Quantitative Targeted Absolute Proteomics: Selection, Digestion Efficiency, and Peptide Stability.
- Author
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Mori A, Masuda T, Ito S, and Ohtsuki S
- Subjects
- Humans, Membrane Transport Proteins metabolism, Liver metabolism, Membrane Proteins metabolism, Digestion, Trypsin chemistry, Proteomics methods, Peptides
- Abstract
Purpose: Quantitative targeted absolute proteomics (QTAP) quantifies proteins by measuring the signature peptides produced from target proteins by trypsin digestion. The selection of signature peptides is critical for reliable peptide quantification. The purpose of this study was to comprehensively assess the digestion efficiency and stability of tryptic peptides and to identify optimal signature peptides for human hepatic transporters and membrane marker proteins., Methods: The plasma membrane fraction of the human liver was digested at different time points and the peptides were comprehensively quantified using quantitative proteomics. Transporters and membrane markers were quantified using the signature peptides by QTAP., Results: Tryptic peptides were classified into clusters with low digestion efficiency, low stability, and high digestion efficiency and stability. Using the cluster information, we found that a proline residue next to the digestion site or the peptide position in or close to the transmembrane domains lowers digestion efficiency. A peptide containing cysteine at the N-terminus or arginine-glycine lowers peptide stability. Based on this information and the time course of peptide quantification, optimal signature peptides were identified for human hepatic transporters and membrane markers. The quantification of transporters with multiple signature peptides yielded consistent absolute values with less than 30% of coefficient variants in human liver microsomes and homogenates., Conclusions: The signature peptides selected in the present study enabled the reliable quantification of human hepatic transporters. The QTAP protocol using these optimal signature peptides provides quantitative data on hepatic transporters usable for integrated pharmacokinetic studies., (© 2022. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)
- Published
- 2022
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41. Postinjury complement C4 activation is associated with adverse outcomes and is potentially influenced by plasma resuscitation.
- Author
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Schaid TR Jr, Hansen KC, Sauaia A, Moore EE, DeBot M, Cralley AL, Erickson C, Silliman CC, Banerjee A, Ghasabyan A, Jones K, Lacroix I, Mitra S, D'Alessandro A, and Cohen MJ
- Subjects
- Humans, Resuscitation methods, Plasma, Hemorrhage therapy, Complement Activation, Complement C4, Proteomics
- Abstract
Background: Complement activation after trauma promotes hemostasis but is associated with increased morbidity and mortality. However, the specific pathways and downstream mediators remain unclear. Recently, the anaphylatoxin C4a has been shown to bind to thrombin receptors. While plasma-based resuscitation has been shown to modify the endotheliopathy of trauma, it may provide complement zymogens that fuel ongoing inflammatory cascades. We sought to characterize the activation of complement after injury and the effect of fresh frozen plasma (FFP) on this inflammatory response. We hypothesized that trauma induces C4 activation, which is associated with worse outcomes and influenced by FFP resuscitation., Methods: Blood was collected from injured patients at a single level I trauma center enrolled in the Control of Major Bleeding after Trauma (COMBAT) randomized clinical trial. Proteomic analyses were performed through targeted liquid chromatography coupled with mass spectrometry. For the present observational study, concentrations of complement proteins were analyzed at multiple time points, compared between treatment groups, and correlated with outcomes., Results: C4 activation occurred over the first 6 hours postinjury with peak activation 6 to 24 hours. Tissue hypoperfusion, defined as base deficit >10 mEq/L, and requirement for massive transfusion were associated with greater C4 activation. C4 activation was associated with mortality, multiple organ failure, and longer ventilator requirement. In addition, temporal trends of C1q, factor B, and C3 by outcome groups support the prevailing theory of primary classical pathway activation with alternative pathway amplification. Resuscitation with FFP over the first 6 hours was associated with increased C4 activation at 12 and 24 hours., Conclusion: C4 activation has an important inflammatory role postinjury, and FFP has the potential to augment this complement activation during resuscitation., Level of Evidence: Prognostic/epidemiological, level III., (Copyright © 2022 Wolters Kluwer Health, Inc. All rights reserved.)
- Published
- 2022
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42. Urinary extracellular vesicles: does cargo reflect tissue?
- Author
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van Heugten MH, Hoorn EJ, and Fenton RA
- Subjects
- Animals, Biomarkers metabolism, Humans, Kidney metabolism, Nephrons metabolism, Rats, Extracellular Vesicles metabolism, Proteomics
- Abstract
Purpose of Review: To review recent developments in urinary extracellular vesicles (uEVs) to study kidney physiology and disease., Recent Findings: Proteomic analysis in rats showed significant correlations between kidney and uEV protein abundances. Consistent with uEV biogenesis, these correlations were stronger for membrane-associated proteins than for e.g. soluble kinases or E3 ubiquitin ligases. When challenged with a high potassium diet, the physiologically predicted protein changes occurred both in kidney and uEVs, suggesting that analysis of uEVs might be utilized as a proxy or even replacement for tissue analysis. Although kidney-uEV correlations are more difficult to obtain in humans, analysis of uEV cargo from patients with inherited tubulopathies or with primary aldosteronism were also consistent with the predicted changes at the tissue level. The kidney appears to be the main source of uEVs, with a recent study showing that nephron mass determines uEV excretion rate. Therefore, a measure of nephron mass should be included for between-subject comparisons., Summary: The overall good correlation between kidney and uEV protein abundances renders uEVs an attractive noninvasive source of biomarkers for studying kidney physiology or disease. However, differences in per-protein kidney-uEV correlations and per-person uEV excretion rates should be considered in uEV biomarker studies., (Copyright © 2022 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2022
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43. Advances in glycopeptide enrichment methods for the analysis of protein glycosylation over the past decade.
- Author
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Li J, Zhang J, Xu M, Yang Z, Yue S, Zhou W, Gui C, Zhang H, Li S, Wang PG, and Yang S
- Subjects
- Glycoproteins, Glycosylation, Mass Spectrometry, Glycopeptides, Proteomics
- Abstract
Advances in bioanalytical technology have accelerated the analysis of complex protein glycosylation, which is beneficial to understand glycosylation in drug discovery and disease diagnosis. Due to its biological uniqueness in the course of disease occurrence and development, disease-specific glycosylation requires quantitative characterization of protein glycosylation. We provide a comprehensive review of recent advances in glycosylation analysis, including workflows for glycoprotein digestion, glycopeptide separation and enrichment, and mass spectrometry sequencing. We specifically focus on different strategies for glycopeptide enrichment through physical interaction, chemical oxidation, or metabolic labeling of intact glycopeptides. Recent advances and challenges of O-glycosylation analysis are presented, and the development of improved enrichment methods combining different proteases to analyze O-glycosylation is also proposed., (© 2022 Wiley-VCH GmbH.)
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- 2022
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44. Spatial characterization of single tumor cells by proteomics.
- Subjects
- Mass Spectrometry, Proteome, Proteomics
- Published
- 2022
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45. Evaluation of 92 cardiovascular proteins in dried blood spots collected under field‐conditions: Off‐the‐shelf affinity‐based multiplexed assays work well, allowing for simplified sample collection.
- Author
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Broberg, Karin, Svensson, Johanna, Grahn, Karin, Assarsson, Eva, Åberg, Mikael, Selander, Jenny, and Enroth, Stefan
- Subjects
BLOOD proteins ,BLOOD collection ,FILTER paper ,QUALITY control ,PROTEOMICS - Abstract
Workplace‐collected blood spots deposited on filter paper were analysed with multiplexed affinity‐based protein assays and found to be suitable for proteomics analysis. The protein extension assay (PEA) was used to characterize 92 proteins using 1.2 mm punches in repeated samples collected from 20 workers. Overall, 97.8% of the samples and 91.3% of the analysed proteins passed quality control. Both within and between spot correlations using six replicates from the same individual were above 0.99, suggesting that comparable levels are obtained from multiple punches from the same spot and from consecutive spots. Protein levels from dried blood and wet serum from the same individuals were compared and the majority of the analysed proteins were found to be significantly correlated. These results open up for simplified sample collection of blood in field conditions for proteomic analysis, but also highlight that not all proteins can be robustly measured from dried whole blood. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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46. Nano-LC: An updated review.
- Author
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Shan L and Jones BR
- Subjects
- Chromatography, Liquid methods, Mass Spectrometry methods, Metabolomics, Proteomics methods
- Abstract
Low-flow chromatography has a rich history of innovation but has yet to reach widespread implementation in bioanalytical applications. Improvements in pump technology, microfluidic connections, and nano-electrospray sources for MS have laid the groundwork for broader application, and innovation in this space has accelerated in recent years. This article reviews the instrumentation used for nano-flow LC, the types of columns employed, and strategies for multidimensionality of separations, which are key to the future state of the technique to the high-throughput needs of modern bioanalysis. An update of the current applications where nano-LC is widely used, such as proteomics and metabolomics, is discussed. But the trend toward biopharmaceutical development of increasingly complex, targeted, and potent therapeutics for the safe treatment of disease drives the need for ultimate selectivity and sensitivity of our analytical platforms for targeted quantitation in a regulated space. The selectivity needs are best addressed by mass spectrometric detection, especially at high resolutions, and exquisite sensitivity is provided by nano-electrospray ionization as the technology continues to evolve into an accessible, robust, and easy-to-use platform., (© 2022 John Wiley & Sons, Ltd.)
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- 2022
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47. Gel electrophoresis/electroelution sorting fractionator combined with filter-aided sample preparation for deep proteomic analysis.
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Ramos Y, Almeida A, Carpio J, Rodríguez-Ulloa A, Perera Y, González LJ, Wiśniewski JR, and Besada V
- Subjects
- Electrophoresis, Polyacrylamide Gel, Proteome analysis, Reproducibility of Results, Sodium Dodecyl Sulfate chemistry, Peptides chemistry, Proteomics methods
- Abstract
Sample preparation and protein fractionation are important issues for proteomic studies. Protein extraction procedures strongly affect the performance of fractionation methods by provoking protein dispersion in several fractions. The most notable exception is the gel-based electrophoretic protein fractionation due to its resolution and effectiveness of sodium dodecyl sulfate as a solubilizing agent, while its main limitation lies in the poor recovery of the gel-trapped proteins. We created a fractionator device to separate complex mixture of proteins and peptides that is based on the continuous gel electrophoresis/electroelution sorting of these molecules. In an unsupervised process, complex mixtures of proteins or peptides are fractionated into the gel while separated fractions are simultaneously and sequentially electroeluted to the solution containing wells. The performance of the device was studied for protein fractionation in terms of reproducibility, protein recovery, and loading capacity. In a setup free of sodium dodecyl sulfate, complex peptide mixtures can also be fractionated. More than 11,700 proteins were identified in the whole-cell lysate of the CaSki cell line by using the fractionator combined with the filter-aided sample preparation method and mass spectrometry analysis. Fractionator-based proteome characterization increased 1.7-fold the number of identified proteins compared to the unfractionated sample analysis., (© 2022 Wiley-VCH GmbH.)
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- 2022
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48. Comparative proteomic analysis of nuclear and cytoplasmic compartments in human cardiac progenitor cells.
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Albericio G, Aguilar S, Torán JL, Yañez R, López JA, Vázquez J, Mora C, and Bernad A
- Subjects
- Cell Movement, Cell Proliferation, Cells, Cultured, Gene Expression Regulation, HMGA2 Protein genetics, HMGA2 Protein metabolism, Humans, Interleukin-1alpha genetics, Interleukin-1alpha metabolism, Oxidative Stress, RNA-Binding Proteins genetics, RNA-Binding Proteins metabolism, Receptor-Like Protein Tyrosine Phosphatases, Class 2 genetics, Receptor-Like Protein Tyrosine Phosphatases, Class 2 metabolism, Signal Transduction, Cell Nucleus metabolism, Cytoplasm metabolism, Fibroblasts metabolism, Mesenchymal Stem Cells metabolism, Myocytes, Cardiac metabolism, Proteome, Proteomics
- Abstract
Clinical trials evaluating cardiac progenitor cells (CPC) demonstrated feasibility and safety, but no clear functional benefits. Therefore a deeper understanding of CPC biology is warranted to inform strategies capable to enhance their therapeutic potential. Here we have defined, using a label-free proteomic approach, the differential cytoplasmic and nuclear compartments of human CPC (hCPC). Global analysis of cytoplasmic repertoire in hCPC suggested an important hypoxia response capacity and active collagen metabolism. In addition, comparative analysis of the nuclear protein compartment identified a significant regulation of a small number of proteins in hCPC versus human mesenchymal stem cells (hMSC). Two proteins significantly upregulated in the hCPC nuclear compartment, IL1A and IMP3, showed also a parallel increase in mRNA expression in hCPC versus hMSC, and were studied further. IL1A, subjected to an important post-transcriptional regulation, was demonstrated to act as a dual-function cytokine with a plausible role in apoptosis regulation. The knockdown of the mRNA binding protein (IMP3) did not negatively impact hCPC viability, but reduced their proliferation and migration capacity. Analysis of a panel of putative candidate genes identified HMGA2 and PTPRF as IMP3 targets in hCPC. Therefore, they are potentially involved in hCPC proliferation/migration regulation., (© 2022. The Author(s).)
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- 2022
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49. Phosphoproteomics of cold stress-responsive mechanisms in Rhododendron chrysanthum.
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Liu Y, Fan H, Dong J, Chen J, Xu H, and Zhou X
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- Calcium Signaling, Cold-Shock Response, Gene Expression Regulation, Models, Molecular, Photosynthesis, Plant Leaves growth & development, Plant Leaves metabolism, Plant Proteins metabolism, Protein Conformation, Reactive Oxygen Species metabolism, Rhododendron metabolism, Phosphoproteins chemistry, Phosphoproteins metabolism, Proteomics methods, Rhododendron growth & development
- Abstract
Background: As an alpine plant, Rhododendron chrysanthum (R. chrysanthum) has evolved cold resistance mechanisms and become a valuable plant resource with the responsive mechanism of cold stress., Methods and Results: We adopt the phosphoproteomic and proteomic analysis combining with physiological measurement to illustrate the responsive mechanism of R. chrysanthum seedling under cold (4 °C) stress. After chilling for 12 h, 350 significantly changed proteins and 274 significantly changed phosphoproteins were detected. Clusters of Orthologous Groups (COG) analysis showed that significantly changed phosphoproteins and proteins indicated cold changed energy production and conversion and signal transduction., Conclusions: The results indicated photosynthesis was inhibited under cold stress, but cold induced calcium-mediated signaling, reactive oxygen species (ROS) homeostasis and other transcription regulation factors could protect plants from the destruction caused by cold stress. These data provide the insight to the cold stress response and defense mechanisms of R. chrysanthum leaves at the phosphoproteome level., (© 2021. The Author(s), under exclusive licence to Springer Nature B.V.)
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- 2022
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50. Towards high throughput and high information coverage: advanced single-cell mass spectrometric techniques.
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Xu S, Yang C, Yan X, and Liu H
- Subjects
- High-Throughput Screening Assays, Mass Spectrometry methods, Metabolomics methods, Proteomics methods, Single-Cell Analysis methods
- Abstract
Mass spectrometry (MS) is attractive for single-cell analysis because of its high sensitivity, rich information, and large dynamic ranges, especially for the single-cell metabolome and proteome analysis. Efforts have been made to deal with the throughput and information coverage problems in typical manual single-cell MS techniques. In this review, advanced techniques to improve the automation and throughput for single-cell sampling and single-cell metabolome and proteome MS detection have been discussed. Furthermore, representative MS-based strategies that can increase the in-depth cellular information coverage and achieve the more comprehensive single-cell multiomics information during high throughput detection have been highlighted, providing an ongoing perspective of the MS performance for the single-cell research., (© 2021. Springer-Verlag GmbH Germany, part of Springer Nature.)
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- 2022
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- View/download PDF
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