Development of high-throughput ATR-FTIR technology for rapid triage of brain cancer

被引:134
|
作者
Butler, Holly J. [1 ,2 ]
Brennan, Paul M. [3 ]
Cameron, James M. [1 ]
Finlayson, Duncan [1 ]
Hegarty, Mark G. [2 ]
Jenkinson, Michael D. [4 ,5 ]
Palmer, David S. [1 ,2 ]
Smith, Benjamin R. [1 ]
Bakerl, Matthew J. [1 ,2 ]
机构
[1] Univ Strathclyde, WestCHEM, Dept Pure & Appl Chem, Technol & Innovat Ctr, 99 George St, Glasgow G1 1RD, Lanark, Scotland
[2] Univ Strathclyde, ClinSpec Diagnost Ltd, Technol & Innovat Ctr, 99 George St, Glasgow G1 1RD, Lanark, Scotland
[3] Western Gen Hosp, Dept Clin Neurosci, Translat Neurosurg, Edinburgh EH4 2XU, Midlothian, Scotland
[4] Univ Liverpool, Inst Translat Med, Lower Lane, Liverpool L9 7LJ, Merseyside, England
[5] Walton Ctr NHS Fdn Trust, Lower Lane, Liverpool L9 7LJ, Merseyside, England
基金
英国工程与自然科学研究理事会;
关键词
PRIMARY-CARE; INFRARED-SPECTROSCOPY; SERUM; DIAGNOSIS; CLASSIFICATION; HEADACHE; SURVIVAL; GLIOMAS; IMPACT; TOOL;
D O I
10.1038/s41467-019-12527-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Non-specific symptoms, as well as the lack of a cost-effective test to triage patients in primary care, has resulted in increased time-to-diagnosis and a poor prognosis for brain cancer patients. A rapid, cost-effective, triage test could significantly improve this patient pathway. A blood test using attenuated total reflection (ATR)-Fourier transform infrared (FTIR) spectroscopy for the detection of brain cancer, alongside machine learning technology, is advancing towards clinical translation. However, whilst the methodology is simple and does not require extensive sample preparation, the throughput of such an approach is limited. Here we describe the development of instrumentation for the analysis of serum that is able to differentiate cancer and control patients at a sensitivity and specificity of 93.2% and 92.8%. Furthermore, preliminary data from the first prospective clinical validation study of its kind are presented, demonstrating how this innovative technology can triage patients and allow rapid access to imaging.
引用
收藏
页数:9
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