title: High-speed spectral nanocytology for early cancer screening.
abstract: High-throughput partial wave spectroscopy (HTPWS) is introduced as a high-speed spectral nanocytology technique that utilizes the field effect of carcinogenesis to perform minimally invasive cancer screening on at-risk populations. HTPWS uses fully automated hardware and an acousto-optic tunable filter to scan slides at low magnification, to select cells, and to rapidly acquire spectra at each spatial pixel in a cell between 450 and 700 nm, completing measurements of 30 cells in 40 min. Statistical quantitative analysis on the size and density of intracellular nanostructures extracted from the spectra at each pixel in a cell yields the diagnostic biomarker, disorder strength (Ld). Linear correlation between Ld and the length scale of nanostructures was measured in phantoms with R2=0.93. Diagnostic sensitivity was demonstrated by measuring significantly higher Ld from a human colon cancer cell line (HT29 control vector) than a less aggressive variant (epidermal growth factor receptor knockdown). Clinical diagnostic performance for lung cancer screening was tested on 23 patients, yielding a significant difference in Ld between smokers and cancer patients, p=0.02 and effect size=1.00. The high-throughput performance, nanoscale sensitivity, and diagnostic sensitivity make HTPWS a potentially clinically relevant modality for risk stratification of the large populations at risk of developing cancer.
authors.affiliation: Northwestern University, Department of Biomedical Engineering, 2145 Sheridan Road, Evanston, Illinois 60208.
authors.forename: John E
authors.initials: JE
authors.lastname: Chandler
authors.forename: Hariharan
authors.initials: H
authors.lastname: Subramanian
authors.forename: Charles D
authors.initials: CD
authors.lastname: Maneval
authors.forename: Craig A
authors.initials: CA
authors.lastname: White
authors.forename: Richard M
authors.initials: RM
authors.lastname: Levenson
authors.forename: Vadim
authors.initials: V
authors.lastname: Backman
mesh_terms: D000465:Algorithms; D003584:Cytological Techniques / Q000295:instrumentation / Q000379:methods; D055088:Early Detection of Cancer / Q000295:instrumentation / Q000379:methods; D019073:HT29 Cells; D006801:Humans; D008175:Lung Neoplasms / Q000737:chemistry / Q000648:ultrastructure; D050997:Nanomedicine / Q000379:methods*; D019047:Phantoms, Imaging; D012680:Sensitivity and Specificity; D013057:Spectrum Analysis / Q000295:instrumentation / Q000379:methods