Attenuated Total Reflection Fourier Transform Infrared (ATR-FTIR) spectral discrimination of brain tumour severity from serum samples

Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent‐free and cost‐effective diagnostic regime using serum spectroscopy would allow for rapid diagnostic results and for swift treatment planning and monitoring within the...

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Vydáno v:	Journal of biophotonics Ročník 7; číslo 3-4; s. 189 - 199
Hlavní autoři:	Hands, James R., Dorling, Konrad M., Abel, Peter, Ashton, Katherine M., Brodbelt, Andrew, Davis, Charles, Dawson, Timothy, Jenkinson, Michael D., Lea, Robert W., Walker, Carol, Baker, Matthew J.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin WILEY-VCH Verlag 01.04.2014 WILEY‐VCH Verlag Wiley Subscription Services, Inc
Témata:	Adolescent Adult Aged Aged, 80 and over ATR-FTIR Brain Neoplasms - blood Brain Neoplasms - diagnosis Brain tumors cancer Early Detection of Cancer Female filtrate Fourier transforms glioma Glioma - blood Glioma - diagnosis Humans infrared Male Mass Screening - methods Middle Aged rapid Reproducibility of Results Sensitivity and Specificity serum spectroscopy Spectroscopy, Fourier Transform Infrared - methods Young Adult filtrate ATR-FTIR spectroscopy rapid glioma cancer infrared serum
ISSN:	1864-063X, 1864-0648, 1864-0648
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Abstract	Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent‐free and cost‐effective diagnostic regime using serum spectroscopy would allow for rapid diagnostic results and for swift treatment planning and monitoring within the clinical environment. We report the use of ATR‐FTIR spectral data combined with a RBF‐SVM for the diagnosis of gliomas (high‐grade and low‐grade) from non‐cancer with sensitivities and specificities on average of 93.75 and 96.53% respectively. The proposed diagnostic regime has the ability to reduce mortality and morbidity rates. (© 2014 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)
AbstractList	Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent-free and cost-effective diagnostic regime using serum spectroscopy would allow for rapid diagnostic results and for swift treatment planning and monitoring within the clinical environment. We report the use of ATR-FTIR spectral data combined with a RBF-SVM for the diagnosis of gliomas (high-grade and low-grade) from non-cancer with sensitivities and specificities on average of 93.75 and 96.53% respectively. The proposed diagnostic regime has the ability to reduce mortality and morbidity rates.Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent-free and cost-effective diagnostic regime using serum spectroscopy would allow for rapid diagnostic results and for swift treatment planning and monitoring within the clinical environment. We report the use of ATR-FTIR spectral data combined with a RBF-SVM for the diagnosis of gliomas (high-grade and low-grade) from non-cancer with sensitivities and specificities on average of 93.75 and 96.53% respectively. The proposed diagnostic regime has the ability to reduce mortality and morbidity rates. Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent-free and cost-effective diagnostic regime using serum spectroscopy would allow for rapid diagnostic results and for swift treatment planning and monitoring within the clinical environment. We report the use of ATR-FTIR spectral data combined with a RBF-SVM for the diagnosis of gliomas (high-grade and low-grade) from non-cancer with sensitivities and specificities on average of 93.75 and 96.53% respectively. The proposed diagnostic regime has the ability to reduce mortality and morbidity rates. (© 2014 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim) [PUBLICATION ABSTRACT] Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent-free and cost-effective diagnostic regime using serum spectroscopy would allow for rapid diagnostic results and for swift treatment planning and monitoring within the clinical environment. We report the use of ATR-FTIR spectral data combined with a RBF-SVM for the diagnosis of gliomas (high-grade and low-grade) from non-cancer with sensitivities and specificities on average of 93.75 and 96.53% respectively. The proposed diagnostic regime has the ability to reduce mortality and morbidity rates. ( copyright 2014 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim) Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent-free and cost-effective diagnostic regime using serum spectroscopy would allow for rapid diagnostic results and for swift treatment planning and monitoring within the clinical environment. We report the use of ATR-FTIR spectral data combined with a RBF-SVM for the diagnosis of gliomas (high-grade and low-grade) from non-cancer with sensitivities and specificities on average of 93.75 and 96.53% respectively. The proposed diagnostic regime has the ability to reduce mortality and morbidity rates. Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent‐free and cost‐effective diagnostic regime using serum spectroscopy would allow for rapid diagnostic results and for swift treatment planning and monitoring within the clinical environment. We report the use of ATR‐FTIR spectral data combined with a RBF‐SVM for the diagnosis of gliomas (high‐grade and low‐grade) from non‐cancer with sensitivities and specificities on average of 93.75 and 96.53% respectively. The proposed diagnostic regime has the ability to reduce mortality and morbidity rates. (© 2014 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)
Author	Jenkinson, Michael D. Abel, Peter Hands, James R. Lea, Robert W. Walker, Carol Dorling, Konrad M. Dawson, Timothy Brodbelt, Andrew Davis, Charles Baker, Matthew J. Ashton, Katherine M.
Author_xml	– sequence: 1 givenname: James R. surname: Hands fullname: Hands, James R. organization: Centre for Materials Science, Division of Chemistry, JB Firth Building, University of Central Lancashire, Preston, PR1 2HE, UK – sequence: 2 givenname: Konrad M. surname: Dorling fullname: Dorling, Konrad M. organization: Centre for Materials Science, Division of Chemistry, JB Firth Building, University of Central Lancashire, Preston, PR1 2HE, UK – sequence: 3 givenname: Peter surname: Abel fullname: Abel, Peter organization: School of Pharmacy and Biomedical Sciences, Maudland Building, University of Central Lancashire, Preston, PR1 2HE, UK – sequence: 4 givenname: Katherine M. surname: Ashton fullname: Ashton, Katherine M. organization: Department of Pathology, Lancashire Teaching Hospitals NHS Trust, Royal Preston Hospital, Sharoe Green Lane North, Preston, Lancashire, PR2 9HT, UK – sequence: 5 givenname: Andrew surname: Brodbelt fullname: Brodbelt, Andrew organization: The Walton Centre for Neurology and Neurosurgery, The Walton Centre NHS Foundation Trust, Lower Lane, Fazakerley, Liverpool, L9 7LJ, UK – sequence: 6 givenname: Charles surname: Davis fullname: Davis, Charles organization: Department of Pathology, Lancashire Teaching Hospitals NHS Trust, Royal Preston Hospital, Sharoe Green Lane North, Preston, Lancashire, PR2 9HT, UK – sequence: 7 givenname: Timothy surname: Dawson fullname: Dawson, Timothy organization: Department of Pathology, Lancashire Teaching Hospitals NHS Trust, Royal Preston Hospital, Sharoe Green Lane North, Preston, Lancashire, PR2 9HT, UK – sequence: 8 givenname: Michael D. surname: Jenkinson fullname: Jenkinson, Michael D. organization: The Walton Centre for Neurology and Neurosurgery, The Walton Centre NHS Foundation Trust, Lower Lane, Fazakerley, Liverpool, L9 7LJ, UK – sequence: 9 givenname: Robert W. surname: Lea fullname: Lea, Robert W. organization: School of Pharmacy and Biomedical Sciences, Maudland Building, University of Central Lancashire, Preston, PR1 2HE, UK – sequence: 10 givenname: Carol surname: Walker fullname: Walker, Carol organization: The Walton Centre for Neurology and Neurosurgery, The Walton Centre NHS Foundation Trust, Lower Lane, Fazakerley, Liverpool, L9 7LJ, UK – sequence: 11 givenname: Matthew J. surname: Baker fullname: Baker, Matthew J. email: MJBaker@uclan.ac.uk organization: Centre for Materials Science, Division of Chemistry, JB Firth Building, University of Central Lancashire, Preston, PR1 2HE, UK
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Copyright	Copyright © 2014 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim Copyright © 2014 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim. Copyright © 2014 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim
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Keywords	filtrate ATR-FTIR spectroscopy rapid glioma cancer infrared serum
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Snippet	Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent‐free and cost‐effective... Gliomas are the most frequent primary brain tumours in adults with over 9,000 people diagnosed each year in the UK. A rapid, reagent-free and cost-effective...
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SubjectTerms	Adolescent Adult Aged Aged, 80 and over ATR-FTIR Brain Neoplasms - blood Brain Neoplasms - diagnosis Brain tumors cancer Early Detection of Cancer Female filtrate Fourier transforms glioma Glioma - blood Glioma - diagnosis Humans infrared Male Mass Screening - methods Middle Aged rapid Reproducibility of Results Sensitivity and Specificity serum spectroscopy Spectroscopy, Fourier Transform Infrared - methods Young Adult
Title	Attenuated Total Reflection Fourier Transform Infrared (ATR-FTIR) spectral discrimination of brain tumour severity from serum samples
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