Discriminant analysis of trace elements in normal, benign and malignant breast tissues measured by total reflection X-ray fluorescence

Spectrochimica Acta - Part B Atomic Spectroscopy

Volumn 64, Issue 6, 2009, Pages 587-592

  Piacenti da Silva, Marina ^a   Zucchi, Orghêda Luiza Araújo Domingues ^a   Ribeiro Silva, Alfredo ^a   Poletti, Martin E ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

Breast cancer; Discriminant analysis; Total reflection X ray fluorescence; Trace elements

Indexed keywords

BENIGN TISSUES; BREAST CANCER; BREAST TISSUES; CONCENTRATION OF FE; HUMAN BREAST TISSUE; MALIGNANT TISSUES; MULTIVARIATE DISCRIMINANT ANALYSIS; NEOPLASTIC TISSUE; NORMAL TISSUE; PREDICTIVE MODELS; TOTAL REFLECTION X-RAY FLUORESCENCE; TOTAL REFLECTION X-RAY FLUORESCENCE SPECTROMETRIES; TRACE ELEMENT CONCENTRATIONS; TRACE ELEMENT DISTRIBUTION;

AGRICULTURAL CHEMICALS; ATOMIC SPECTROSCOPY; CALCIUM; DISCRIMINANT ANALYSIS; ELECTROMAGNETIC WAVE REFLECTION; FLUORESCENCE; FLUORESCENCE SPECTROSCOPY; HISTOLOGY; MULTIVARIANT ANALYSIS; TISSUE; TRACE ELEMENTS; X RAY ANALYSIS; ZINC;

TRACE ANALYSIS;

EID: 67849113730     PISSN: 05848547     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sab.2009.05.026     Document Type: Article

References (52)

1. Thurfjell E.L., Lernevall K.A., and Taube A.A.S. Benefit of independent double reading in a population-based mammography screening-program. Radiology 191 (1994) 241-244
2. Mautner B.D., Schmidt K.V., and Brennan M.B. New diagnostic techniques and treatments for early breast cancer. Semin. Oncol. Nurs. 16 (2000) 185-196
3. Orel S.G. High-resolution MR imaging for the detection, diagnosis, and staging of breast cancer. Radiographics 18 (1998) 903-912
4. Santoliquido P.M., Southwick H.W., and Olwin J.H. Trace-metal levels in cancer of breast. Surg. Gynecol. Obstet. 142 (1976) 65-70
5. Rizk S.L., and Skypeck H.H. Comparison between concentrations of trace-elements in normal and neoplastic human-breast tissue. Cancer Res. 44 (1984) 5390-5394
6. Ng K.H., Bradley D.A., and Looi L.M. Elevated trace element concentrations in malignant breast tissues. Br. J. Radiol. 70 (1997) 375-382
7. Majewska U., Braziewicz J., Banas D., KubalaKukus A., Gozdz S., Pajek M., Smok J., and Urbaniak A. An elemental correlation study in cancerous breast tissue by total reflection X-ray fluorescence. Biol. Trace Elem. Res. 60 (1997) 91-100
8. Geraki K., Farquharson M.J., and Bradley D.A. Concentrations of Fe, Cu and Zn in breast tissue: a synchrotron XRF study. Phys. Med. Biol. 47 (2002) 2327-2339
9. Geraki K., Farquharson M.J., and Bradley D.A. X-ray fluorescence and energy dispersive X-ray diffraction for the quantification of elemental concentrations in breast tissue. Phys. Med. Biol. 49 (2004) 99-110
10. Poletti M.E., Goncalves O.D., Perez C.A., and Magalhaes S.D. A preliminary study of the distribution of trace elements in healthy and neoplastic breast tissues with synchrotron radiation X-ray fluorescence. Radiat. Phys. Chem. 71 (2004) 975-976
11. Raju G.J.N., Sarita P., Kumar M.R., Murty G., Reddy B.S., Lakshminarayana S., Vijayan V., Lakshmi P., Gavarasana S., and Reddy S.B. Trace elemental correlation study in malignant and normal breast tissue by PIXE technique. Nucl. Instrum. Methods Phys. Res. Sect. B 247 (2006) 361-367
12. Siddiqui M.K.J., Jyoti, Singh S., Mehrotra P.K., Singh K., and Sarangi R. Comparison of some trace elements concentration in blood, tumor free breast and tumor tissues of women with benign and malignant breast lesions: an Indian study. Environ. Int. 32 (2006) 630-637
13. Majewska U., Banas D., Braziewicz J., Gozdz S., Kubala-Kukus A., and Kucharzewski M. Trace element concentration distributions in breast, lung and colon tissues. Phys. Med. Biol. 52 (2007) 3895-3911
14. Carvalho M.L., Magalhaes T., Becker M., and von Bohlen A. Trace elements in human cancerous and healthy tissues: a comparative study by EDXRF, TXRF, synchrotron radiation and PIXE. Spectrochim. Acta Part B 62 (2007) 1004-1011
15. Ebrahim A.M., Eltayeb M.A.H., Shaat M.K., Mohmed M.A., Eltayeb E.A., and Ahmed A.Y. Study of selected trace elements in cancerous and non-cancerous human breast tissues from Sudanese subjects using instrumental neutron activation analysis. Sci. Total Environ. 383 (2007) 52-58
16. Millos J., Costas-Rodriguez M., Lavilla I., and Bendicho C. Multielemental determination in breast cancerous and non-cancerous biopsies by inductively coupled plasma-mass spectrometry following small volume microwave-assisted digestion. Anal. Chim. Acta 622 (2008) 77-84
17. Silva M.P., Tomal A., Pérez C.A., Ribeiro-Silva A., and Poletti M.E. Determination of Ca, Fe, Cu and Zn and their correlations in breast cancer and normal adjacent tissues. X-ray Spectrom. 38 (2008) 103-111
18. Prasad A.S., and Oberleas D. Trace elements in human health and disease (1976), New York
19. O.D., and Prasad A.S. Trace elements in human health and disease (1976), New York
20. Ebrahim A.M., Eltayeb M.A., Shaat M.K., Mohmed N.M., Eltayeb E.A., and Ahmed A.Y. Study of selected trace elements in cancerous and non-cancerous human breast tissues from Sudanese subjects using instrumental neutron activation analysis. Sci. Total Environ. 383 (2007) 52-58
21. Benninghoff L., vonCzarnowski D., Denkhaus E., and Lemke K. Analysis of human tissues by total reflection X-ray fluorescence. Application of chemometrics for diagnostic cancer recognition. Spectrochim. Acta Part B 52 (1997) 1039-1046
22. Majewska U., Braziewicz J., Banas D., Kubala-Kukus A., Gozdz S., Pajek M., Zadrozna M., Jaskola M., and Czyzewski T. Some aspects of statistical distribution of trace element concentrations in biomedical samples. Nucl. Instrum. Methods Phys. Res. Sect. B 150 (1999) 254-259
23. Drake E.N., and Skypeck H.H. Discriminant-analysis of trace-element distribution in normal and malignant human-tissues. Cancer Res. 49 (1989) 4210-4215
24. Ng K.H., Ong S.H., Bradley D.A., and Looi L.M. Discriminant analysis of normal and malignant breast tissue based upon INAA investigation of elemental concentration. Appl. Radiat. Isotopes 48 (1997) 105-109
25. Farquharson M.J., and Geraki K. The use of combined trace element XRF and EDXRD data as a histopathology tool using a multivariate analysis approach in characterizing breast tissue. X-ray Spectrom. 33 (2004) 240-245
26. Perez C.A., Radtke M., Sanchez H.J., Tolentino H., Neuenshwander R.T., Barg W., Rubio M., Bueno M.I.S., Raimundo I.M., and Rohwedder J.J.R. Synchrotron radiation X-ray fluorescence at the LNLS: beamline instrumentation and experiments. X-ray Spectrom. 28 (1999) 320-326
27. Vives A.E.S., Moreira S., Brienza S.M.B., Zucchi O., and Nascimento V.F. Analysis of fish samples for environmental monitoring and food safety assessment by synchrotron radiation total reflection X-ray fluorescence. J. Radioanal. Nucl. Chem. 270 (2006) 231-236
28. Zucchi O., Moreira S., Salvador M.J., and Santos L.L. Multielement analysis of soft drinks by X-ray fluorescence spectrometry. J. Food Chem. 53 (2005) 7863-7869
29. Bertin E.P. Introduction to X-ray spectrometric analysis (1978), New York
30. Karjou J. Matrix effect on the detection limit and accuracy in total reflection X-ray fluorescence analysis of trace elements in environmental and biological samples. Spectrochim. Acta Part B. 62 (2007) 177-181
31. Pavlinskii G.V., Smagunova A.N., Karpukova O.M., Bolormaa O., and Dorzh D. Sources of error in total reflection X-ray fluorescence analysis and error correction using the internal standard method. J. Anal. Chem. 57 (2002) 185-193
32. Schmeling R., Alt F., Klockenkamper R., and Klockow D. Multielement analysis by total reflection X-ray fluorescence spectrometry for the certification of lichen research material. J. Anal. Chem. 357 (1997) 1042-1044
33. Garg A.N., Singh V., Weginwar R.G., and Sagdeo V.N. An elemental correlation study in cancerous and normal breast-tissue with successive clinical stages by neutron-activation analysis. Biol. Trace Elem. Res. 46 (1994) 185-202
34. Farquharson M.J., Geraki K., Falkenberg G., Leek R., and Harris A. The localisation and micro-mapping of copper and other trace elements in breast tumours using a synchrotron micro-XRF system. Appl. Radiat. Isotopes 65 (2007) 183-188
35. International Commission on Radiation Units and Measurements. ICRU, Report 44. Tissue substitutes in radiation dosimetry and measurement. (1989) Bethesda, USA
36. International Atomic Energy Agency. IAEA, Quantitative X-ray analysis system (QXAS) software package (2006) Vienna, Austria
37. Salvador M.J., Dias D.A., Moreira S., and Zucchi O. Analysis of medicinal plants and crude extracts by synchrotron radiation total reflection X-ray fluorescence. J. Trace Microprobe Tech. 21 (2003) 377-388
38. Chwiej J., Szczerbowska-Boruchowska M., Lankosz M., Wojcik S., Falkenberg G., Stegowski Z., and Setkowicz Z. Preparation of tissue samples for X-ray fluorescence microscopy. Spectrochim. Acta Part B. 60 (2005) 1531-1537
39. Anke M., Grappel B., and Kronemann H. Trace element analytical chemistry in medicine and biology, Berlin (1984)
40. Bowen H.J.M. Environmental chemistry of the elements (1979), London
41. Cesareo R. Techniques and instrumentation in analytical chemistry. Nuclear analytical techniques in medicine (1988), New York
42. Hunter C.P. Epidemiology, stage at diagnosis, and tumor biology of breast carcinoma in multiracial and multiethnic populations. Cancer. 88 (2000) 1193-1202
43. Magalhaes T., von Bohlen A., Carvalho M.L., and Becker M. Trace elements in human cancerous and healthy tissues from the same individual: a comparative study by TXRF and EDXRF. Spectrochim. Acta Part B 61 (2006) 1185-1193
44. Kubala-Kukus A., Banas D., Braziewicz J., Gozdz S., Majewska U., and Pajek M. Analysis of elemental concentration censored distributions in breast malignant and breast benign neoplasm tissues. Spectrochim. Acta Part B 62 (2007) 695-701
45. Le N.T.V., and Richardson D.R. The role of iron in cell cycle progression and the proliferation of neoplastic cells. BBA-Rev Cancer. 1603 (2002) 31-46
46. Lowndes S.A., and Harris A.L. The role of copper in tumour angiogenesis. J. Mammary Gland Biol. Neoplasia 10 (2005) 299-310
47. Faulk W.P., Hsi B.L., and Stevens P.J. Transferrin and transferrin receptors in carcinoma of the breast. Lancet. 2 (1980) 390-392
48. Haka A.S., Shafer-Peltier K.E., Fitzmaurice M., Crowe J., Dasari R.R., and Feld M.S. Identifying microcalcifications in benign and malignant breast lesions by probing differences in their chemical composition using Raman spectroscopy. Cancer Res. 62 (2002) 5375-5380
49. Dawson-Saunders B., and Trapp R.G. Basic and clinical biostatistics, Connecticut (1990)
50. Conover W. Practical nonparametric statistic (1980), New York
51. Green P.E. Mathematical tools for applied multivariate analysis (1976), New York
52. Hair J.F., Anderson R.E., Tatham R.L., and Black W.C. Multivariate data analysis, New Jersey (1998)