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Towards building a quantitative proteomics toolbox in precision medicine : a mini-review

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Abstract
Precision medicine as a framework for disease diagnosis, treatment, and prevention at the molecular level has entered clinical practice. From the start, genetics has been an indispensable tool to understand and stratify the biology of chronic and complex diseases in precision medicine. However, with the advances in biomedical and omics technologies, quantitative proteomics is emerging as a powerful technology complementing genetics. Quantitative proteomics provide insight about the dynamic behaviour of proteins as they represent intermediate phenotypes. They provide direct biological insights into physiological patterns, while genetics accounting for baseline characteristics. Additionally, it opens a wide range of applications in clinical diagnostics, treatment stratification, and drug discovery. In this mini-review, we discuss the current status of quantitative proteomics in precision medicine including the available technologies and common methods to analyze quantitative proteomics data. Furthermore, we highlight the current challenges to put quantitative proteomics into clinical settings and provide a perspective to integrate proteomics data with genomics data for future applications in precision medicine.
Keywords
precision medicine, quantitative proteomics, targeted techniques, bioinformatics, biomarker discovery, clinical diagnostics, protein quantitative trait loci, GENOME-WIDE ASSOCIATION, MASS-SPECTROMETRY, NORMALIZATION METHODS, SERUM-PROTEINS, TECHNOLOGY, ANNOTATION, GENETICS

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MLA
Rojo, Alejandro Correa, et al. “Towards Building a Quantitative Proteomics Toolbox in Precision Medicine : A Mini-Review.” FRONTIERS IN PHYSIOLOGY, vol. 12, 2021, doi:10.3389/fphys.2021.723510.
APA
Rojo, A. C., Heylen, D., Aerts, J., Thas, O., Hooyberghs, J., Ertaylan, G., & Valkenborg, D. (2021). Towards building a quantitative proteomics toolbox in precision medicine : a mini-review. FRONTIERS IN PHYSIOLOGY, 12. https://doi.org/10.3389/fphys.2021.723510
Chicago author-date
Rojo, Alejandro Correa, Dries Heylen, Jan Aerts, Olivier Thas, Jef Hooyberghs, Gökhan Ertaylan, and Dirk Valkenborg. 2021. “Towards Building a Quantitative Proteomics Toolbox in Precision Medicine : A Mini-Review.” FRONTIERS IN PHYSIOLOGY 12. https://doi.org/10.3389/fphys.2021.723510.
Chicago author-date (all authors)
Rojo, Alejandro Correa, Dries Heylen, Jan Aerts, Olivier Thas, Jef Hooyberghs, Gökhan Ertaylan, and Dirk Valkenborg. 2021. “Towards Building a Quantitative Proteomics Toolbox in Precision Medicine : A Mini-Review.” FRONTIERS IN PHYSIOLOGY 12. doi:10.3389/fphys.2021.723510.
Vancouver
1.
Rojo AC, Heylen D, Aerts J, Thas O, Hooyberghs J, Ertaylan G, et al. Towards building a quantitative proteomics toolbox in precision medicine : a mini-review. FRONTIERS IN PHYSIOLOGY. 2021;12.
IEEE
[1]
A. C. Rojo et al., “Towards building a quantitative proteomics toolbox in precision medicine : a mini-review,” FRONTIERS IN PHYSIOLOGY, vol. 12, 2021.
@article{8745340,
  abstract     = {{Precision medicine as a framework for disease diagnosis, treatment, and prevention at the molecular level has entered clinical practice. From the start, genetics has been an indispensable tool to understand and stratify the biology of chronic and complex diseases in precision medicine. However, with the advances in biomedical and omics technologies, quantitative proteomics is emerging as a powerful technology complementing genetics. Quantitative proteomics provide insight about the dynamic behaviour of proteins as they represent intermediate phenotypes. They provide direct biological insights into physiological patterns, while genetics accounting for baseline characteristics. Additionally, it opens a wide range of applications in clinical diagnostics, treatment stratification, and drug discovery. In this mini-review, we discuss the current status of quantitative proteomics in precision medicine including the available technologies and common methods to analyze quantitative proteomics data. Furthermore, we highlight the current challenges to put quantitative proteomics into clinical settings and provide a perspective to integrate proteomics data with genomics data for future applications in precision medicine.}},
  articleno    = {{723510}},
  author       = {{Rojo, Alejandro Correa and Heylen, Dries and Aerts, Jan and Thas, Olivier and Hooyberghs, Jef and Ertaylan, Gökhan and Valkenborg, Dirk}},
  issn         = {{1664-042X}},
  journal      = {{FRONTIERS IN PHYSIOLOGY}},
  keywords     = {{precision medicine,quantitative proteomics,targeted techniques,bioinformatics,biomarker discovery,clinical diagnostics,protein quantitative trait loci,GENOME-WIDE ASSOCIATION,MASS-SPECTROMETRY,NORMALIZATION METHODS,SERUM-PROTEINS,TECHNOLOGY,ANNOTATION,GENETICS}},
  language     = {{eng}},
  pages        = {{8}},
  title        = {{Towards building a quantitative proteomics toolbox in precision medicine : a mini-review}},
  url          = {{http://doi.org/10.3389/fphys.2021.723510}},
  volume       = {{12}},
  year         = {{2021}},
}

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