Spectral detection of micro-metastases and individual metastatic cells in lymph node histology

Technology in Cancer Research and Treatment

Volumn 10, Issue 2, 2011, Pages 135-144

  Bird, B ^a   Miljkovic M ^a   Laver, N ^b   Diem, M ^a  

^a NORTHEASTERN UNIVERSITY   (United States)

^b TUFTS MEDICAL CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EOSIN; HEMATOXYLIN;

ABSORPTION SPECTROSCOPY; ARTICLE; AXILLARY LYMPH NODE; BIOCHEMICAL COMPOSITION; CANCER CELL; CANCER DIAGNOSIS; CANCER PATIENT; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; HISTOPATHOLOGY; HUMAN; HUMAN TISSUE; IMMUNOHISTOCHEMISTRY; INFLAMMATION; INFRARED SPECTROSCOPY; INTERMETHOD COMPARISON; LYMPH NODE CELL; LYMPH NODE METASTASIS; MICROMETASTASIS; RAMAN SPECTROMETRY; REPRODUCIBILITY; SPECTRAL HISTOPATHOLOGY; TISSUE SECTION; TISSUE STRUCTURE;

EID: 79953110106     PISSN: 15330346     EISSN: None     Source Type: Journal    
DOI: 10.7785/tcrt.2012.500188     Document Type: Article

References (33)

1. National Cancer Institute Factsheet: Cancer Staging, 〈http://www. cancer.gov/cancertopics/factsheet/Detection/staging〉 (2010).
2. Schreiber, R. H., Pendas, S., Ku, N. N., Reintgen, D. S., Shons, A. R., Berman, C., D. Boulware, D., Cox, C. E. Microstaging of breast cancer patients using cytokeratin staining of the sentinel lymph node. Annals of Surgical Oncology Vol 6, 95-101 (1999).
3. Cancer Facts & Figures 2010 (American Cancer Society, 2010).
4. Romeo, M., Boydston-White, S., Matthaeus, C., Miljković, M., Bird, B., Chernenko, T., Diem, M. Vibrational Microspectroscopy of Cells and Tissues. (Wiley-Interscience, 2008).
5. Romeo, M., Boydston-White, S., Matthaeus, C., Miljkovi, M., Bird, B., Chernenko, T., P., L., Diem, M. Infrared and Raman Microspectroscopic Studies of Individual Human Cells. (John Wiley & Sons, 2008).
6. Bird, B., Romeo, M. J., Laver, N., Diem, M. Spectral Detection of Micro-Metastases in Lymph Node Histopathology. J.Biophotonics 2, 37-46 (2009).
7. Bird, B., Bedrossian, K., Laver, N., Miljkovic, M., Romeo, M. J., Diem, M. Detection of Breast Micro-Metastases in Axillary Lymph Nodes by Infrared Micro-Spectral Imaging. The Analyst 134, 1067-1076 (2009).
8. Bird, B., Romeo, M., Miljković, M., Smith, J., Stone, N., George, M. W., Diem, M. Infrared Micro-Spectral Imaging: Automatic Distinction of TissueTypes in Axillary Lymph Node Histology". BMC J Clin Pathology 8, 1-14 (2008).
9. Papamarkakis, K., Bird, B., Schubert, J. M., Miljković, M., Wein, R., Bedrossian, K., Laver, N., Diem, M. Cytopathology by Optical Methods: Spectral Cytopathology of the Oral Mucosa. Laboratory Investigations 90, 589-598 (2010).
10. Schubert, J. M., Bird, B., Papamarkakis, K., Miljković, M., Bedrossian, K., Laver, N., Diem, M. Spectral Cytopathology of Cervical Samples: Detecting Cellular Abnormalities in Cytologically Normal Cells. Laboratory Investigations 90, 1068-1077 (2010).
11. Stone, N., Kendall, C., Barr, H. Raman Spectroscopy as a Potential Tool for Early Diagnosis of Malignancies in Esophageal and Bladder Tissues. 203-230 (John Wiley & Sons, 2008).
12. Orr, L. E., Christie-Brown, J., Hutchings, J. C., McCarthy, K., Rose, S., Thomas, M., Stone, N. Raman spectroscopy as a tool for the identification and differentiation of neoplasias contained within lymph nodes of the head and neck. Proc of SPIE 7548, 75481W-75481 (2010).
13. Lasch, P., Chiriboga, L., Yee, H., Diem, M. Infrared spectroscopy of human cells and tissue: detection of disease. Technol Cancer Res Treat 1, 1-7 (2002).
14. Lasch, P., Diem, M., Hänsch, W., Naumann, D. Artificial Neural Networks as Supervised Techniques for FT-IR Microspectroscopic Imaging J Chemometrics 20, 209-220 (2007).
15. Mohlenhoff, B., Romeo, M. J., Diem, M., Wood, B. R. Mie-type scattering and non-Beer-Lambert absorption behavior of human cells in infrared microspectroscopy. Biophys J 88, 3635-3640 (2005).
16. Romeo, M., Diem, M. Correction of dispersive line shape artifact observed in diffuse reflection infrared spectroscopy and absorption/reflection (transflection) infrared micro-spectroscopy. Vibrational Spectroscopy 38, 129-132 (2005).
17. Miljković, M., Chernenko, T., Romeo, M. J., Bird, B., Matthäus, C., Diem, M. Label-free Imaging of Human Cells: Algorithms for Image Reconstruction of Raman Hyperspectral Datasets. Analyst 135, 2002-2013 (2010).
18. Van De Hulst, H. C. Light Scattering by Small Particles. 176 (Dover, 1981).
19. Bassan, P., Kohler, A., Martens, H., Lee, J., Byrne, H. J., Dumas, P., Gazi, E., Brown, M., Clarke, N., Gardner, P. Resonant Mie Scattering (RMieS) correction of infrared spectra from highly scattering biological samples. Analyst 135, 268-277 (2010).
20. Griffiths, P. R., De Haseth, J. A. Fourier Transform Infrared Spectrometry. Vol. 83 (John Wiley & Sons, 1986).
21. Bassan, P., Byrne, H. J., Lee, J., Bonnier, F., Clarke, C., Dumas, P., Gazi, E., Brown, M. D., Clarke, N. W., Gardner, P. Reflection contributions to the dispersion artefact in FTIR spectra of single biological cells. Analyst 134, 1171-1175 (2009).
22. Bassan, P., Byrne, H. J., Bonnier, F., Lee, J., Dumas, P., Gardner, P. Resonant Mie scattering in infrared spectroscopy of biological materials - understanding the 'dispersion artefact'. Analyst 134, 1586-1593 (2009).
23. Romeo, M. J., Diem, M. Infrared spectral imaging of lymph nodes: Strategies for analysis and artifact reduction. Vibrational Spectrosc 38, 115-119 (2005).
24. Liu, Y., Lee, Y. J., Cicerone, M. T. Fast extraction of resonant vibrational response from CARS spectra with arbitrary nonresonant background. J Raman Spectrosc 40, 726-731 (2009).
25. Davis, B. J., Carney, P. S., Bhargava, R. Theory of Midinfrared Absorption Microspectroscopy: I. Homogeneous Samples. Anal Chem 82, 3474-3486 (2010).
26. Davis, B. J., Carney, P. S., Bhargava, R. Theory of Mid-infrared Absorption Microspectroscopy: II. Heterogeneous Samples. Anal Chem 82, 3487-3499 (2010).
27. Kohler, A., Kirschner, C., Oust, A., Martens, H. Extended Multiplicative Signal Correction as a Tool for Separation and Characterization of Physical and Chemical Information in Fourier Transform Infrared Microscopy Images of Cryo-sections of Beef Loin. Appl Spectrosc 59, 707-716 (2005).
28. Kohler, A., Sule-Sosa, J., Sockalingum, G. D., Tobin, M., BahramiI, F., Yang, Y., Pijanka, J., Dumas, P., Cotte, M., van Pittius, D. G., Parkes, G., Martens, H. Estimating and Correcting Mie Scattering in Synchrotron-Based Microscopic Fourier Transform Infrared Spectra by Extended Multiplicative Signal Correction. Appl Spectrosc 62, 259-266 (2008).
29. Bird, B., Miljković, M., Diem, M. Two step resonant Mie scattering correction of infrared micro-spectral data: human lymph node tissue. J Biophoton 3 597-608 (2010).
30. Miljković, M., Bird, B., Diem, M. Correction of Infrared Spectral Diatortions Arising from Cellular Morphology and Resonant Mie Scattering. submitted (2010).
31. Ward, J. H. Hierarchical grouping to optimize an objective function. J Amer Stat Assoc 58, 236-244 (1963).
32. Diem, M., Chiriboga, L., Yee, H. Infrared spectroscopy of human cells and tissue VIII. Strategies for analysis of infrared tissue mapping data and applications to liver tissue. Biopolymers 57, 282-290 (2000).
33. Krafft, C., Salzer, R., Soff, G., Meyer-Hermann, M. Identification of B and T Cells in Human Spleen Sections by Infrared Microspectroscopic Imaging. Cytometry Part A 64A, 53-61 (2005).