메뉴 건너뛰기




Volumn 18, Issue 11, 2013, Pages

Differentiation of cancer cells in two-dimensional and three-dimensional breast cancer models by Raman spectroscopy

Author keywords

breast cancer staging; diagnosis; elastic net analysis; Raman spectroscopy; three dimensional cell culture

Indexed keywords

BREAST CANCER; BREAST CANCER MODELS; ELASTIC NET; EXPLORATORY ANALYSIS; PARTIAL LEAST SQUARES - DISCRIMINANT ANALYSIS; THREE DIMENSIONAL CELL CULTURE; THREEDIMENSIONAL (3-D); TWO DIMENSIONAL (2 D);

EID: 84892645590     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.JBO.18.11.117008     Document Type: Article
Times cited : (13)

References (53)
  • 1
    • 0015868654 scopus 로고
    • Detection of changes in the environment of hydrocarbon chains by Raman spectroscopy and its application to lipid-protein systems
    • K. Larsson and R. P. Rand, "Detection of changes in the environment of hydrocarbon chains by Raman spectroscopy and its application to lipid-protein systems; Biochim. Biophys. Acta 326(2), 245-255 (1973
    • (1973) Biochim. Biophys. Acta , vol.326 , Issue.2 , pp. 245-255
    • Larsson, K.1    Rand, R.P.2
  • 2
    • 4244084400 scopus 로고
    • Optical detection and spectroscopy of single molecules in a solid
    • W. E. Moerner and L. Kador, "Optical detection and spectroscopy of single molecules in a solid; Phys. Rev. Lett. 62(21), 2535-2538 (1989
    • (1989) Phys. Rev. Lett , vol.62 , Issue.21 , pp. 2535-2538
    • Moerner, W.E.1    Kador, L.2
  • 3
    • 84859922275 scopus 로고    scopus 로고
    • Single-molecule surface-enhanced raman spectroscopy
    • E. C. Le Ru and P. G. Etchgoin, "Single-molecule surface-enhanced raman spectroscopy; Ann. Rev. Phys. Chem. 63, 65-87 (2012
    • (2012) Ann. Rev. Phys. Chem , vol.63 , pp. 65-87
    • Le Ru, E.C.1    Etchgoin, P.G.2
  • 4
    • 1642325089 scopus 로고    scopus 로고
    • Single molecule detection using surface-enhanced Raman scattering (SERS
    • K. Kneipp et al., "Single molecule detection using surface-enhanced Raman scattering (SERS); Phys. Rev. Lett. 78(9), 1667-1670 (1997
    • (1997) Phys. Rev. Lett , vol.78 , Issue.9 , pp. 1667-1670
    • Kneipp, K.1
  • 5
    • 80054725620 scopus 로고    scopus 로고
    • Raman spectroscopy: Recent advancements, techniques and applications
    • R. S. Das and Y. K. Agrawal, "Raman spectroscopy: Recent advancements, techniques and applications; Vib. Spectrosc. 57(2), 163-176 (2011
    • (2011) Vib. Spectrosc , vol.57 , Issue.2 , pp. 163-176
    • Das, R.S.1    Agrawal, Y.K.2
  • 6
    • 35348824076 scopus 로고    scopus 로고
    • Characterization of human breast epithelial cells by confocal Raman microspectroscopy
    • C. Yu et al., "Characterization of human breast epithelial cells by confocal Raman microspectroscopy; Cancer Detect. Prevent. 30(6), 515-522 (2006
    • (2006) Cancer Detect. Prevent , vol.30 , Issue.6 , pp. 515-522
    • Yu, C.1
  • 7
    • 0031254034 scopus 로고    scopus 로고
    • Distinctive molecular abnormalities in benign and malignant skin lesions: Studies by Raman spectroscopy
    • M. Gniadecka et al., "Distinctive molecular abnormalities in benign and malignant skin lesions: Studies by Raman spectroscopy; Photochem. Photobiol. 66(4), 418-423 (1997
    • (1997) Photochem. Photobiol , vol.66 , Issue.4 , pp. 418-423
    • Gniadecka, M.1
  • 8
    • 33749365630 scopus 로고    scopus 로고
    • Diagnosis of colorectal cancer using Raman spectroscopy of laser-trapped single living epithelial cells
    • K. Chen et al., "Diagnosis of colorectal cancer using Raman spectroscopy of laser-trapped single living epithelial cells; Opt. Lett. 31(13), 2015-2017 (2006
    • (2006) Opt. Lett , vol.31 , Issue.13 , pp. 2015-2017
    • Chen, K.1
  • 9
    • 22244481011 scopus 로고    scopus 로고
    • Biochemical differences in tumorigenic and nontumorigenic cells measured by Raman and infrared spectroscopy
    • J. R. Mourant et al., "Biochemical differences in tumorigenic and nontumorigenic cells measured by Raman and infrared spectroscopy; J. Biomed. Opt. 10(3), 031106 (2005
    • (2005) J. Biomed. Opt , vol.10 , Issue.3 , pp. 031106
    • Mourant, J.R.1
  • 10
    • 22144480976 scopus 로고    scopus 로고
    • Raman spectra of single cell from gastrointestinal cancer patient
    • X. L. Yan et al., "Raman spectra of single cell from gastrointestinal cancer patient; World J. Gastroenterol. 11(21), 3290-3292 (2005
    • (2005) World J. Gastroenterol , vol.11 , Issue.21 , pp. 3290-3292
    • Yan, X.L.1
  • 11
    • 0242593957 scopus 로고    scopus 로고
    • Nearinfrared Raman spectroscopy for optical diagnosis of lung cancer
    • K. Chen et al., "Nearin frared Raman spectroscopy for optical diagnosis of lung cancer; Int. J. Cancer 107(6), 1047-1105 (2003
    • (2003) Int. J. Cancer , vol.107 , Issue.6 , pp. 1047-1105
    • Chen, K.1
  • 12
    • 78649651322 scopus 로고    scopus 로고
    • Breast cancer: Challenges, controversies, breakthroughs
    • L. Hutchinson, "Breast cancer: Challenges, controversies, breakthroughs; Nat. Rev. Clin. Oncol. 7(12), 669-670 (2010
    • (2010) Nat. Rev. Clin. Oncol , vol.7 , Issue.12 , pp. 669-670
    • Hutchinson, L.1
  • 13
    • 80053406583 scopus 로고    scopus 로고
    • Heterogeneity in breast cancer
    • K. Polyak, "Heterogeneity in breast cancer; J. Clin. Invest. 121(10), 3786-3788 (2011
    • (2011) J. Clin. Invest , vol.121 , Issue.10 , pp. 3786-3788
    • Polyak, K.1
  • 14
    • 24644506678 scopus 로고    scopus 로고
    • Diagnosing breast cancer by using raman spectroscopy
    • A. S. Haka et al., "Diagnosing breast cancer by using Raman spectroscopy; Proc. Natl. Acad. Sci. U. S. A. 102(35), 12371-12376 (2005
    • (2005) Proc. Natl. Acad. Sci. U. S. A. , vol.102 , Issue.35 , pp. 12371-12376
    • Haka, A.S.1
  • 15
    • 46949103806 scopus 로고    scopus 로고
    • Breast cancer diagnostics by Raman spectroscopy
    • B. Brożek Płuska et al., "Breast cancer diagnostics by Raman spectroscopy; J. Mol. Liq. 141(3), 145-148 (2008
    • (2008) J. Mol. Liq , vol.141 , Issue.3 , pp. 145-148
    • Brozek Płuska, B.1
  • 16
    • 42549143246 scopus 로고    scopus 로고
    • New ways of imaging uptake and intracellular fate of liposomal drug carrier systems inside individual cells, based on Raman microscopy
    • C. Matthäus et al., "New ways of imaging uptake and intracellular fate of liposomal drug carrier systems inside individual cells, based on Raman microscopy; Mol. Pharm. 5(2), 287-293 (2008
    • (2008) Mol. Pharm , vol.5 , Issue.2 , pp. 287-293
    • Matthäus, C.1
  • 18
    • 63649114518 scopus 로고    scopus 로고
    • Gold nanoparticles can induce the formation of protein- based aggregates at physiological pH
    • D. Zhang et al., "Gold nanoparticles can induce the formation of protein- based aggregates at physiological pH; Nano Lett. 9(2), 666-671 (2009
    • (2009) Nano Lett , vol.9 , Issue.2 , pp. 666-671
    • Zhang, D.1
  • 19
    • 49249132780 scopus 로고    scopus 로고
    • Advanced transmission Raman spectroscopy: A promising tool for breast disease diagnosis
    • N. Stone and P. Matousek, "Advanced transmission Raman spectroscopy: A promising tool for breast disease diagnosis; Cancer Res.68(11), 4424-4430 (2008
    • (2008) Cancer Res , vol.68 , Issue.11 , pp. 4424-4430
    • Stone, N.1    Matousek, P.2
  • 20
    • 0036990109 scopus 로고    scopus 로고
    • The organizing principle: Microenvironmental influences in the normal and malignant breast
    • M. J. Bissell, D. C. Radisky, and A. Rizki, "The organizing principle: Microenvironmental influences in the normal and malignant breast; Differentiation 70(9-10), 537-546 (2002
    • (2002) Differentiation , vol.70 , Issue.9-10 , pp. 537-546
    • Bissell, M.J.1    Radisky, D.C.2    Rizki, A.3
  • 21
    • 0035129885 scopus 로고    scopus 로고
    • Malignant MCF10CA1 cell lines derived from premalignant human breast epithelial MCF10AT cells
    • S. J. Santner et al., "Malignant MCF10CA1 cell lines derived from premalignant human breast epithelial MCF10AT cells; Breast Cancer Res. Treat. 65(2), 101-110 (2001
    • (2001) Breast Cancer Res. Treat , vol.65 , Issue.2 , pp. 101-110
    • Santner, S.J.1
  • 22
    • 0029684312 scopus 로고    scopus 로고
    • Models of progression spanning preneoplasia and metastasis: The human MCF10AneoT
    • in Mammary Tumor Cell Cycle, Differentiation, and Metastasis Kluwer academic publisher, Dordrecht, the Netherlands
    • F. R. Miller, Models of progression spanning preneoplasia and metastasis: The human MCF10AneoT. TGn series and a panel of mouse mammary tumor subpopulations, in Mammary Tumor Cell Cycle, Differentiation, and Metastasis, pp. 243-263, Kluwer academic publisher, Dordrecht, the Netherlands (1996
    • (1996) TGn series and a panel of mouse mammary tumor subpopulations , pp. 243-2263
    • Miller, F.R.1
  • 23
    • 0027377648 scopus 로고
    • Xenograft model of progressive human proliferative breast disease
    • F. R. Miller et al., "Xenograft model of progressive human proliferative breast disease; J. Nat. Cancer Inst. 85(21), 1725-1732 (1993
    • (1993) J. Nat. Cancer Inst , vol.85 , Issue.21 , pp. 1725-1732
    • Miller, F.R.1
  • 24
    • 0025129726 scopus 로고
    • Isolation and characterization of a spontaneously immortalized human breast epithelial cell line, MCF-10
    • H. D. Soule et al., "Isolation and characterization of a spontaneously immortalized human breast epithelial cell line, MCF-10; Cancer Res.50(18), 6075-6086 (1990
    • (1990) Cancer Res , vol.50 , Issue.18 , pp. 6075-6086
    • Soule, H.D.1
  • 25
    • 0034534734 scopus 로고    scopus 로고
    • Progression of premalignant MCF10AT generates heterogeneous malignant variants with characteristic histologic types and immunohistochemical markers
    • L. B. Strickland et al., "Progression of premalignant MCF10AT generates heterogeneous malignant variants with characteristic histologic types and immunohistochemical markers; Breast Cancer Res. Treat.64(3), 235-240 (2000
    • (2000) Breast Cancer Res. Treat , vol.64 , Issue.3 , pp. 235-240
    • Strickl, L.B.1
  • 26
    • 77950114803 scopus 로고    scopus 로고
    • Delineating genetic alterations for tumor progression in the MCF10A series of breast cancer cell lines
    • M. Kadota et al., "Delineating genetic alterations for tumor progression in the MCF10A series of breast cancer cell lines; PLoS One 5, e9201 (2010
    • (2010) PLoS One , vol.5
    • Kadota, M.1
  • 27
    • 67651007228 scopus 로고    scopus 로고
    • Cytogenetic and cDNA microarray expression analysis of MCF10 human breast cancer progression cell lines
    • N. V. Marella et al., "Cytogenetic and cDNA microarray expression analysis of MCF10 human breast cancer progression cell lines; Cancer Res. 69(14), 5946-5953 (2009
    • (2009) Cancer Res , vol.69 , Issue.14 , pp. 5946-5953
    • Marella, N.V.1
  • 28
    • 55949108653 scopus 로고    scopus 로고
    • Molecular signatures associated with transformation and progression to breast cancer in the isogenic MCF10 model
    • D. K. Rhee, S. H. Park, and Y. K. Jang, "Molecular signatures associated with transformation and progression to breast cancer in the isogenic MCF10 model; Genomics 92(6), 419-428 (2008
    • (2008) Genomics , vol.92 , Issue.6 , pp. 419-428
    • Rhee, D.K.1    Park, S.H.2    Jang, Y.K.3
  • 29
    • 84863260492 scopus 로고    scopus 로고
    • Differential expression of key signaling proteins in MCF10 cell lines, a human breast cancer progression model
    • J. Y. So et al., "Differential expression of key signaling proteins in MCF10 cell lines, a human breast cancer progression model; Mol. Cell. Pharmacol. 4(1), 31-40 (2012
    • (2012) Mol. Cell. Pharmacol , vol.4 , Issue.1 , pp. 31-40
    • So, J.Y.1
  • 30
    • 48149099240 scopus 로고    scopus 로고
    • Quantification of MBA in living cell by surface enhanced raman spectroscopy
    • A. Shamsaie, J. Heim, and J. Irudayaraj, "Quantification of MBA in living cell by surface enhanced raman spectroscopy; Chem. Phys. Lett. 461, 131-135 (2008
    • (2008) Chem. Phys. Lett , vol.461 , pp. 131-135
    • Shamsaie, A.1    Heim, J.2    Irudayaraj, J.3
  • 31
    • 34250655674 scopus 로고    scopus 로고
    • Intracellularly grown gold nanoparticles (IGAuN) as potential SERS probes
    • A. Shamsaie and J. Irudayaraj, "Intracellularly grown gold nanoparticles (IGAuN) as potential SERS probes; J. Biomed. Opt. 12(2), 020502 (2007
    • (2007) J. Biomed. Opt , vol.12 , Issue.2 , pp. 020502
    • Shamsaie, A.1    Irudayaraj, J.2
  • 32
    • 79952124279 scopus 로고    scopus 로고
    • Surface-enhanced Raman imaging of intracellular bioreduction of chromate in Shewanella oneidensis
    • S. Ravindranath et al., "Surface-enhanced Raman imaging of intracellular bioreduction of chromate in Shewanella oneidensis; PLoS One 6(2), e16634 (2011
    • (2011) PLoS One , vol.6 , Issue.2
    • Ravindranath, S.1
  • 33
    • 84865043139 scopus 로고    scopus 로고
    • Surface enhanced Raman spectroscopy (SERS) for the discrimination of Arthrobacter strains based on variations in cell surface composition
    • K. Stephen, C. Nakatsu, and J. Irudayaraj, "Surface enhanced Raman spectroscopy (SERS) for the discrimination of Arthrobacter strains based on variations in cell surface composition; Analyst 137(18), 4280-4286 (2012
    • (2012) Analyst , vol.137 , Issue.18 , pp. 4280-4286
    • Stephen, K.1    Nakatsu, C.2    Irudayaraj, J.3
  • 34
    • 84875829903 scopus 로고    scopus 로고
    • Correct spectral conversion between surfaceenhanced raman and plasmon resonance scattering from nanoparticle dimers for single molecule detection
    • K. Lee and J. Irudayaraj, "Correct spectral conversion between surfaceenhanced raman and plasmon resonance scattering from nanoparticle dimers for single molecule detection; Small J. 9(7), 1106-1115 (2013
    • (2013) Small J. , vol.9 , Issue.7 , pp. 1106-1115
    • Lee, K.1    Irudayaraj, J.2
  • 35
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • H. Zou and T. Hastie, "Regularization and variable selection via the elastic net; J. R. Stat. Soc., Ser. B 67, 301-320 (2005
    • (2005) J. R. Stat. Soc., Ser , vol.B 67 , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 36
    • 0024769773 scopus 로고
    • A program for calculating Mahalanobis distances using principal component analysis
    • N. K. Shah and P. J. Gemperline, "A program for calculating Mahalanobis distances using principal component analysis; TrAC Trends Anal. Chem. 8(10), 357-361 (1989
    • (1989) TrAC Trends Anal. Chem , vol.8 , Issue.10 , pp. 357-361
    • Shah, N.K.1    Gemperline, P.J.2
  • 37
    • 0035914535 scopus 로고    scopus 로고
    • Application of principal component analysis to detect outliers and spectral deviations in near-field surface-enhanced Raman spectra
    • P. J. de Groot et al., "Application of principal component analysis to detect outliers and spectral deviations in near-field surface-enhanced Raman spectra; Anal. Chim. Acta 446(1-2), 71-83 (2001
    • (2001) Anal. Chim. Acta , vol.446 , Issue.1-2 , pp. 71-83
    • De Groot, P.J.1
  • 38
    • 34248347430 scopus 로고    scopus 로고
    • "Application of PLS-DA in multivariate image analysis
    • S. Chevallier et al., "Application of PLS-DA in multivariate image analysis; J. Chemometr. 20(5), 221-229 (2006
    • (2006) J. Chemometr , vol.20 , Issue.5 , pp. 221-229
    • Chevallier, S.1
  • 39
    • 84862617923 scopus 로고    scopus 로고
    • Assessment of linear regression techniques for modeling multisensor data for non-invasive continuous glucose monitoring
    • IEEE Engineering in Medicine and Biology Society, Boston, MA
    • M. Zanon et al., "Assessment of linear regression techniques for modeling multisensor data for non-invasive continuous glucose monitoring; in Conf. Proc.: Annual Int. Conf. of the IEEE Engineering in Medicine and Biology Society, Boston, MA, pp. 2538-2541 (2011
    • (2011) Conf. Proc.: Annual Int. Conf. of the , pp. 2538-2541
    • Zanon, M.1
  • 40
    • 0037276432 scopus 로고    scopus 로고
    • Host microenvironment in breast cancer development: Extracellular matrix-stromal cell contribution to neoplastic phenotype of epithelial cells in the breast
    • M. P. V. Shekhar, R. Pauley, and G. Heppner, "Host microenvironment in breast cancer development: Extracellular matrix-stromal cell contribution to neoplastic phenotype of epithelial cells in the breast; Breast Cancer Res. 5(3), 130-135 (2003
    • (2003) Breast Cancer Res , vol.5 , Issue.3 , pp. 130-135
    • Shekhar, M.P.V.1    Pauley, R.2    Heppner, G.3
  • 41
    • 79960810210 scopus 로고    scopus 로고
    • Manifold elastic net: A unified framework for sparse dimension reduction
    • T. Zhou, D. Tao, and X.Wu, "Manifold elastic net: A unified framework for sparse dimension reduction; Data Min. Knowl. Discovery 22(3), 340-371 (2011
    • (2011) Data Min. Knowl. Discovery , vol.22 , Issue.3 , pp. 340-371
    • Zhou, T.1    Tao, D.2    Wu, X.3
  • 42
    • 34250598633 scopus 로고
    • A cytochemical investigation of the nucleic acids, proteins and polysaccharides in malignant tumors of the uterine cervix and breast in humans
    • I. A. Shumova, "A cytochemical investigation of the nucleic acids, proteins and polysaccharides in malignant tumors of the uterine cervix and breast in humans; Bull. Exp. Biol. Med. 48(1), 860-864 (1959
    • (1959) Bull. Exp. Biol. Med , vol.48 , Issue.1 , pp. 860-864
    • Shumova, I.A.1
  • 43
    • 84855252912 scopus 로고    scopus 로고
    • Hepatocellular carcinoma cells Raman spectra with gold and silver colloid as SERS substrate
    • 83112M1
    • H. F. Zhu et al., "Hepatocellular carcinoma cells Raman spectra with gold and silver colloid as SERS substrate; Proc. SPIE 8311, 83112M1 (2011
    • (2011) Proc. SPIE , vol.8311
    • Zhu, H.F.1
  • 44
    • 84866893124 scopus 로고    scopus 로고
    • Low levels of Stat5a protein in breast cancer are associated with tumor progression and unfavorable clinical outcomes
    • A. R. Peck et al., "Low levels of Stat5a protein in breast cancer are associated with tumor progression and unfavorable clinical outcomes; Breast Cancer Res. 14(5), R130 (2012
    • (2012) Breast Cancer Res , vol.14 , Issue.5
    • Peck, A.R.1
  • 45
    • 84872053713 scopus 로고    scopus 로고
    • Subcellular spectroscopic markers, topography and nanomechanics of human lung cancer and breast cancer cells examined by combined confocal Raman microspectroscopy and atomic force microscopy
    • G. D. McEwen et al., "Subcellular spectroscopic markers, topography and nanomechanics of human lung cancer and breast cancer cells examined by combined confocal Raman microspectroscopy and atomic force microscopy; Analyst 138(3), 787-797 (2013
    • (2013) Analyst , vol.138 , Issue.3 , pp. 787-797
    • Mcewen, G.D.1
  • 46
    • 0242593957 scopus 로고    scopus 로고
    • Near-infrared Raman spectroscopy for optical diagnosis of lung cancer
    • Z. Huang et al., "Near-infrared Raman spectroscopy for optical diagnosis of lung cancer; Int. J. Cancer 107(6), 1047-1052 (2003
    • (2003) Int. J. Cancer , vol.107 , Issue.6 , pp. 1047-1052
    • Huang, Z.1
  • 47
    • 78650120767 scopus 로고    scopus 로고
    • Raman chemical mapping reveals site of action of HIV protease inhibitors in HPV16 E6 expressing cervical carcinoma cells
    • D. H. Kim et al., "Raman chemical mapping reveals site of action of HIV protease inhibitors in HPV16 E6 expressing cervical carcinoma cells; Anal. Bioanal. Chem. 398(7-8), 3051-3061 (2010
    • (2010) Anal. Bioanal. Chem , vol.398 , pp. 3051-3061
    • Kim, D.H.1
  • 48
    • 77949570234 scopus 로고    scopus 로고
    • 1, online resource (xxiv, 689 p.Elsevier/Academic Press, Amsterdam, Boston
    • D-W. Sun, Modern Techniques for Food Authentication, pp. 1, online resource (xxiv, 689 p.), Elsevier/Academic Press, Amsterdam, Boston (2008
    • (2008) Modern Techniques for Food Authentication
    • Sun, D.-W.1
  • 50
    • 84878055687 scopus 로고    scopus 로고
    • Label-free imaging of mammalian cell nucleoli by Raman microspectroscopy
    • H. G. Schulze et al., "Label-free imaging of mammalian cell nucleoli by Raman microspectroscopy; Analyst 138(12), 3416-3423 (2013
    • (2013) Analyst , vol.138 , Issue.12 , pp. 3416-3423
    • Schulze, H.G.1
  • 51
    • 31544457307 scopus 로고    scopus 로고
    • Investigations of branched-chain amino acids and their metabolites in animal models of cancer
    • V. E. Baracos and M. L. Mackenzie, "Investigations of branched-chain amino acids and their metabolites in animal models of cancer; J. Nutr.138(1), 237S-242S (2006
    • (2006) J. Nutr , vol.138 , Issue.1
    • Baracos, V.E.1    Mackenzie, M.L.2
  • 52
    • 84874949245 scopus 로고    scopus 로고
    • Dysregulated lipid metabolism in cancer
    • F. Zhang and G. Du, "Dysregulated lipid metabolism in cancer; World J. Biol. Chem. 3(8), 167-174 (2012
    • (2012) World J. Biol , vol.3 , Issue.8 , pp. 167-174
    • Zhang, F.1    Du, G.2
  • 53
    • 84869076586 scopus 로고    scopus 로고
    • High levels of aromatic amino acids in gastric juice during the early stages of gastric cancer progression
    • K. Deng et al., "High levels of aromatic amino acids in gastric juice during the early stages of gastric cancer progression; PLoS One 7(11), e49434 (2012
    • (2012) PLoS One , vol.7 , Issue.11
    • Deng, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.