This work investigates the possibility of characterizing breast cancer by measuring the X-ray scattering profiles of lyophilized excised breast tissue samples. Since X-ray scattering from water-rich tissue is dominated by scattering from water, the removal of water by lyophilization would enhance the characterization process. In the present study, X-ray scattering profiles of 22 normal, 22 malignant and 10 benign breast tissue samples are measured. The cut-offs of scatter diagrams, sensitivity, specificity and diagnostic accuracy of three characterization parameters (full width at half maximum (FWHM) for the peak at 1.1 nm(-1), area under curve (AUC), and ratio of 1st to 2nd scattering peak intensities (I-1/I-2%)) are calculated and compared to the data from non-lyophilized samples. Results show increased sensitivity (up to 100%) of the present data on lyophilized breast tissue samples compared to previously reported data for non-lyophilized samples while the specificity (up to 95.4%), diagnostic accuracy (up to 95.4%) and receiver operating characteristic (ROC) curve values (up to 0.9979) for both sets of data are comparable. The present study shows significant differences between normal samples and each of malignant and benign samples. Only subtle differences exist between malignant and benign lyophilized breast tissue samples where FWHM=0.7 +/- 0.1 and 0.8 +/- 0.3, AUC=1.3 +/- 0.2 and 1.4 +/- 0.2 and I-1/I-2%=44.9 +/- 11.0 and 52.4 +/- 7.6 for malignant and benign samples respectively. (c) 2013 Elsevier Ltd. All rights reserved.
机构:
Huntsman Canc Inst, Dept Pathol, Salt Lake City, UT USAHuntsman Canc Inst, Dept Pathol, Salt Lake City, UT USA
Lloyd, Isaac E.
Welm, Alana L.
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Huntsman Canc Inst, Dept Oncol Sci, Salt Lake City, UT USAHuntsman Canc Inst, Dept Pathol, Salt Lake City, UT USA
Welm, Alana L.
De Rose, Yoko
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Huntsman Canc Inst, Dept Oncol Sci, Salt Lake City, UT USAHuntsman Canc Inst, Dept Pathol, Salt Lake City, UT USA
De Rose, Yoko
Neumayer, Leigh A.
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机构:
Univ Utah, Surg, Salt Lake City, UT USA
Univ Arizona, Coll Med, Dept Surg, Tucson, AZ USA
Univ Arizona, Canc Ctr, Tucson, AZ USAHuntsman Canc Inst, Dept Pathol, Salt Lake City, UT USA
Neumayer, Leigh A.
Kohan, Jessica L.
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ARUP Labs, Salt Lake City, UT USAHuntsman Canc Inst, Dept Pathol, Salt Lake City, UT USA
Kohan, Jessica L.
Malmberg, Elisabeth M.
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h-index: 0
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ARUP Labs, Salt Lake City, UT USAHuntsman Canc Inst, Dept Pathol, Salt Lake City, UT USA
Malmberg, Elisabeth M.
Salama, Mohamed E.
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ARUP Labs, Salt Lake City, UT USAHuntsman Canc Inst, Dept Pathol, Salt Lake City, UT USA
Salama, Mohamed E.
Factor, Rachel E.
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机构:
Huntsman Canc Inst, Dept Pathol, Salt Lake City, UT USAHuntsman Canc Inst, Dept Pathol, Salt Lake City, UT USA
机构:
BAM Fed Inst Mat Res & Testing, Div Surface Technol 6 4, D-12200 Berlin, GermanyBAM Fed Inst Mat Res & Testing, Div Surface Technol 6 4, D-12200 Berlin, Germany
Hodoroaba, V. -D.
Radtke, M.
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BAM Fed Inst Mat Res & Testing, Div Struct Anal Polymer Anal 1 3, D-12200 Berlin, GermanyBAM Fed Inst Mat Res & Testing, Div Surface Technol 6 4, D-12200 Berlin, Germany
Radtke, M.
Reinholz, U.
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BAM Fed Inst Mat Res & Testing, Div Struct Anal Polymer Anal 1 3, D-12200 Berlin, GermanyBAM Fed Inst Mat Res & Testing, Div Surface Technol 6 4, D-12200 Berlin, Germany
Reinholz, U.
Riesemeier, H.
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BAM Fed Inst Mat Res & Testing, Div Struct Anal Polymer Anal 1 3, D-12200 Berlin, GermanyBAM Fed Inst Mat Res & Testing, Div Surface Technol 6 4, D-12200 Berlin, Germany
Riesemeier, H.
Vincze, L.
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Univ Ghent, Dept Analyt Chem, B-9000 Ghent, BelgiumBAM Fed Inst Mat Res & Testing, Div Surface Technol 6 4, D-12200 Berlin, Germany
Vincze, L.
Reuter, D.
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BAM Fed Inst Mat Res & Testing, Div Surface Technol 6 4, D-12200 Berlin, GermanyBAM Fed Inst Mat Res & Testing, Div Surface Technol 6 4, D-12200 Berlin, Germany
机构:
SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Stanford Univ, Dept Phys, Stanford, CA 94305 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Sun, Peihao
Wang, Yongqiang
论文数: 0引用数: 0
h-index: 0
机构:
Los Alamos Natl Lab, Mat Sci & Technol Div, Los Alamos, NM 87545 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Wang, Yongqiang
Frost, Mungo
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h-index: 0
机构:
SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Frost, Mungo
Schoenwaelder, Christopher
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机构:
SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Friedrich Alexander Univ Erlangen Nurnberg, D-91054 Erlangen, GermanySLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Schoenwaelder, Christopher
Levitan, Abraham L.
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h-index: 0
机构:
SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Levitan, Abraham L.
Mo, Mianzhen
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h-index: 0
机构:
SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Mo, Mianzhen
Chen, Zhijiang
论文数: 0引用数: 0
h-index: 0
机构:
SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Chen, Zhijiang
Hastings, Jerome B.
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h-index: 0
机构:
SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Hastings, Jerome B.
Tynan, George R.
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机构:
Ctr Energy Res, La Jolla, CA 92093 USA
Univ Calif San Diego, Jacobs Sch Engn, Dept Mech & Aerosp Engn, La Jolla, CA 92093 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Tynan, George R.
Glenzer, Siegfried H.
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h-index: 0
机构:
SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
Glenzer, Siegfried H.
Heimann, Philip
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机构:
SLAC Natl Accelerator Lab, Linac Coherent Light Source, Menlo Pk, CA 94025 USASLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
机构:
CNRS, AFMB UMR 7257, F-13288 Marseille, France
Aix Marseille Univ, AFMB UMR 7257, F-13288 Marseille, FranceCNRS, AFMB UMR 7257, F-13288 Marseille, France
Papageorgiou, Nicolas
Lichiere, Julie
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h-index: 0
机构:
CNRS, AFMB UMR 7257, F-13288 Marseille, France
Aix Marseille Univ, AFMB UMR 7257, F-13288 Marseille, FranceCNRS, AFMB UMR 7257, F-13288 Marseille, France
Lichiere, Julie
Baklouti, Amal
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h-index: 0
机构:
CNRS, AFMB UMR 7257, F-13288 Marseille, France
Aix Marseille Univ, AFMB UMR 7257, F-13288 Marseille, FranceCNRS, AFMB UMR 7257, F-13288 Marseille, France
Baklouti, Amal
Ferron, Francois
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h-index: 0
机构:
CNRS, AFMB UMR 7257, F-13288 Marseille, France
Aix Marseille Univ, AFMB UMR 7257, F-13288 Marseille, FranceCNRS, AFMB UMR 7257, F-13288 Marseille, France
Ferron, Francois
Sevajol, Marion
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h-index: 0
机构:
CNRS, AFMB UMR 7257, F-13288 Marseille, France
Aix Marseille Univ, AFMB UMR 7257, F-13288 Marseille, FranceCNRS, AFMB UMR 7257, F-13288 Marseille, France
Sevajol, Marion
Canard, Bruno
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机构:
CNRS, AFMB UMR 7257, F-13288 Marseille, France
Aix Marseille Univ, AFMB UMR 7257, F-13288 Marseille, FranceCNRS, AFMB UMR 7257, F-13288 Marseille, France
Canard, Bruno
Coutard, Bruno
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h-index: 0
机构:
CNRS, AFMB UMR 7257, F-13288 Marseille, France
Aix Marseille Univ, AFMB UMR 7257, F-13288 Marseille, FranceCNRS, AFMB UMR 7257, F-13288 Marseille, France