Clinical validation of a spectroscopic liquid biopsy for earlier detection of brain cancer

被引:18
作者
Cameron, James M. [1 ,2 ]
Brennan, Paul M. [3 ]
Antoniou, Georgios [1 ,2 ]
Butler, Holly J. [1 ,2 ]
Christie, Loren [1 ,2 ]
Conn, Justin J. A. [1 ,2 ]
Curran, Tom [4 ]
Gray, Ewan
Hegarty, Mark G. [1 ,2 ]
Jenkinson, Michael D. [5 ,6 ]
Orringer, Daniel [7 ]
Palmer, David S. [1 ,2 ,8 ]
Sala, Alexandra [1 ,2 ,8 ]
Smith, Benjamin R. [1 ,2 ]
Baker, Matthew J. [1 ,2 ]
机构
[1] Dxcover Ltd, Suite RC534,Royal Coll Bldg,204 George St, Glasgow G1 1XW, Lanark, Scotland
[2] ClinSpec Diagnost Ltd, Glasgow, Lanark, Scotland
[3] Univ Edinburgh, Ctr Clin Brain Sci, Translat Neurosurg, Edinburgh, Midlothian, Scotland
[4] Childrens Mercy Hosp, Childrens Mercy Res Inst, Kansas City, KS USA
[5] Univ Liverpool, Inst Translat Med, Liverpool, Merseyside, England
[6] Walton Ctr NHS Fdn Trust, Liverpool, Merseyside, England
[7] NYU, Grossman Sch Med, Dept Neurosurg, New York, NY USA
[8] Univ Strathclyde, Dept Pure & Appl Chem, Glasgow, Lanark, Scotland
基金
“创新英国”项目;
关键词
brain cancer; clinical spectroscopy; earlier detection; infrared; liquid biopsy; CURVE;
D O I
10.1093/noajnl/vdac024
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Diagnostic delays impact the quality of life and survival of patients with brain tumors. Earlier and expeditious diagnoses in these patients are crucial to reduce the morbidities and mortalities associated with brain tumors. A simple, rapid blood test that can be administered easily in a primary care setting to efficiently identify symptomatic patients who are most likely to have a brain tumor would enable quicker referral to brain imaging for those who need it most. Methods Blood serum samples from 603 patients were prospectively collected and analyzed. Patients either had non-specific symptoms that could be indicative of a brain tumor on presentation to the Emergency Department, or a new brain tumor diagnosis and referral to the neurosurgical unit, NHS Lothian, Scotland. Patient blood serum samples were analyzed using the Dxcover (R) Brain Cancer liquid biopsy. This technology utilizes infrared spectroscopy combined with a diagnostic algorithm to predict the presence of intracranial disease. Results Our liquid biopsy approach reported an area under the receiver operating characteristic curve of 0.8. The sensitivity-tuned model achieves a 96% sensitivity with 45% specificity (NPV 99.3%) and identified 100% of glioblastoma multiforme patients. When tuned for a higher specificity, the model yields a sensitivity of 47% with 90% specificity (PPV 28.4%). Conclusions This simple, non-invasive blood test facilitates the triage and radiographic diagnosis of brain tumor patients while providing reassurance to healthy patients. Minimizing time to diagnosis would facilitate the identification of brain tumor patients at an earlier stage, enabling more effective, less morbid surgical and adjuvant care.
引用
收藏
页数:10
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共 46 条
  • [1] Using Fourier transform IR spectroscopy to analyze biological materials
    Baker, Matthew J.
    Trevisan, Julio
    Bassan, Paul
    Bhargava, Rohit
    Butler, Holly J.
    Dorling, Konrad M.
    Fielden, Peter R.
    Fogarty, Simon W.
    Fullwood, Nigel J.
    Heys, Kelly A.
    Hughes, Caryn
    Lasch, Peter
    Martin-Hirsch, Pierre L.
    Obinaju, Blessing
    Sockalingum, Ganesh D.
    Sule-Suso, Josep
    Strong, Rebecca J.
    Walsh, Michael J.
    Wood, Bayden R.
    Gardner, Peter
    Martin, Francis L.
    [J]. NATURE PROTOCOLS, 2014, 9 (08) : 1771 - 1791
  • [2] Detection of Circulating Tumor DNA in Early- and Late-Stage Human Malignancies
    Bettegowda, Chetan
    Sausen, Mark
    Leary, Rebecca J.
    Kinde, Isaac
    Wang, Yuxuan
    Agrawal, Nishant
    Bartlett, Bjarne R.
    Wang, Hao
    Luber, Brandon
    Alani, Rhoda M.
    Antonarakis, Emmanuel S.
    Azad, Nilofer S.
    Bardelli, Alberto
    Brem, Henry
    Cameron, John L.
    Lee, Clarence C.
    Fecher, Leslie A.
    Gallia, Gary L.
    Gibbs, Peter
    Le, Dung
    Giuntoli, Robert L.
    Goggins, Michael
    Hogarty, Michael D.
    Holdhoff, Matthias
    Hong, Seung-Mo
    Jiao, Yuchen
    Juhl, Hartmut H.
    Kim, Jenny J.
    Siravegna, Giulia
    Laheru, Daniel A.
    Lauricella, Calogero
    Lim, Michael
    Lipson, Evan J.
    Marie, Suely Kazue Nagahashi
    Netto, George J.
    Oliner, Kelly S.
    Olivi, Alessandro
    Olsson, Louise
    Riggins, Gregory J.
    Sartore-Bianchi, Andrea
    Schmidt, Kerstin
    Shih, Ie-Ming
    Oba-Shinjo, Sueli Mieko
    Siena, Salvatore
    Theodorescu, Dan
    Tie, Jeanne
    Harkins, Timothy T.
    Veronese, Silvio
    Wang, Tian-Li
    Weingart, Jon D.
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2014, 6 (224)
  • [3] Early diagnosis of brain tumours using a novel spectroscopic liquid biopsy
    Brennan, Paul M.
    Butler, Holly J.
    Christie, Loren
    Hegarty, Mark G.
    Jenkinson, Michael D.
    Keerie, Catriona
    Norrie, John
    O'Brien, Rachel
    Palmer, David S.
    Smith, Benjamin R.
    Baker, Matthew J.
    [J]. BRAIN COMMUNICATIONS, 2021, 3 (02)
  • [4] Brenner H, 2014, NEW ENGL J MED, V371, P184, DOI [10.1056/NEJMc1405215, 10.1056/NEJMoa1311194]
  • [5] Development of high-throughput ATR-FTIR technology for rapid triage of brain cancer
    Butler, Holly J.
    Brennan, Paul M.
    Cameron, James M.
    Finlayson, Duncan
    Hegarty, Mark G.
    Jenkinson, Michael D.
    Palmer, David S.
    Smith, Benjamin R.
    Bakerl, Matthew J.
    [J]. NATURE COMMUNICATIONS, 2019, 10 (1)
  • [6] Optimised spectral pre-processing for discrimination of biofluids via ATR-FTIR spectroscopy
    Butler, Holly J.
    Smith, Benjamin R.
    Fritzsch, Robby
    Radhakrishnan, Pretheepan
    Palmer, David S.
    Baker, Matthew J.
    [J]. ANALYST, 2018, 143 (24) : 6121 - 6134
  • [7] Stratifying Brain Tumour Histological Sub-Types: The Application of ATR-FTIR Serum Spectroscopy in Secondary Care
    Cameron, James M.
    Rinaldi, Christopher
    Butler, Holly J.
    Hegarty, Mark G.
    Brennan, Paul M.
    Jenkinson, Michael D.
    Syed, Khaja
    Ashton, Katherine M.
    Dawson, Timothy P.
    Palmer, David S.
    Baker, Matthew J.
    [J]. CANCERS, 2020, 12 (07) : 1 - 16
  • [8] Developing infrared spectroscopic detection for stratifying brain tumour patients: glioblastoma multiforme vs. lymphoma
    Cameron, James M.
    Butler, Holly J.
    Smith, Benjamin R.
    Hegarty, Mark G.
    Jenkinson, Michael D.
    Syed, Khaja
    Brennan, Paul M.
    Ashton, Katherine
    Dawson, Timothy
    Palmer, David S.
    Baker, Matthew J.
    [J]. ANALYST, 2019, 144 (22) : 6736 - 6750
  • [9] Biofluid spectroscopic disease diagnostics: A review on the processes and spectral impact of drying
    Cameron, James M.
    Butler, Holly J.
    Palmer, David S.
    Baker, Matthew J.
    [J]. JOURNAL OF BIOPHOTONICS, 2018, 11 (04)
  • [10] Development and Clinical Validation of a Blood Test Based on 29-Gene Expression for Early Detection of Colorectal Cancer
    Ciarloni, Laura
    Ehrensberger, Sahar Hosseinian
    Imaizumi, Natsuko
    Monnier-Benoit, Sylvain
    Nichita, Cristina
    Myung, Seung-Jae
    Kim, Joo Sung
    Song, Si Young
    Kim, Tae Il
    van der Weg, Boudewijn
    Meier, Remy
    Borovicka, Jan
    Beglinger, Christoph
    Vallet, Cedric
    Maerten, Philippe
    Ruegg, Curzio
    Dorta, Gian
    [J]. CLINICAL CANCER RESEARCH, 2016, 22 (18) : 4604 - 4611