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A Novel Hybrid Magnetoacoustic Measurement Method for Breast Cancer Detection

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Advances in Medical Diagnostic Technology

Abstract

Breast cancer is the most common cancer in women worldwide. It is a disease of uncontrolled breast cells growth, in which the cells acquire genetic alteration, causing them to proliferate more aggressively as compared to normal tissue development. In current medical practice, the gold standard for breast cancer screening is mammography. However, its usage is unsafe as it exposes patient to ionizing radiation and it is less comfortable due to the need for breast compression. Another available option for breast screening is ultrasound. To date, ultrasound is an important adjunct modality to mammography regardless of its low sensitivity in detecting small cancers from normal tissues due to overlapping ultrasonic characteristics of these tissues. To address this problem, a hybrid magnetoacoustic measurement method (HMM) that combines ultrasound and magnetism for the simultaneous assessment of bioelectric and acoustic profiles of breast tissue is proposed. Previous studies have shown that in cancerous tissue, changes in ultrasonic characteristics occur due to uncontrolled cell multiplication, excessive accumulation of protein in stroma, and enhancement of capillary density. Additionally, changes in conductivity also occur due to the increase in cellular water and electrolyte content, as well as membrane permeability due to increased metabolic requirements. In HMM, the interaction between the ultrasound wave and the magnetic field in the breast tissue results in Lorentz force. This produces a magnetoacoustic voltage output, which is proportional to breast tissue conductivity. Simultaneously, the ultrasound wave is sensed back by the ultrasound receiver for tissue acoustic evaluation. At the end of this study, ultrasound wave characterization results showed that normal breast tissue experienced higher attenuation compared with cancerous tissue. The mean magnetoacoustic voltage results for normal tissue were lower than the cancerous tissue group. This demonstrates that the combination of acoustic and bioelectric measurements appears to be a promising approach for diagnosis.

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References

  • Alberts B, Johnson A, Lewis J, Raff M, Roberts K, Walter P (2002) Molecular biology of the cell, 4th edn. Garland Science, New York

    Google Scholar 

  • Alizad A, Fatemi M, Wold LE, Greenleaf JF (2004) Performance of vibro-acoustography in detecting microcalcifications in excised human breast tissue: a study of 74 tissue samples. IEEE Trans Med Imag 23:307–312

    Article  Google Scholar 

  • Anderson ME, Soo MSC, Trahey GE (2000) Optimizing visualization for breast microcalcifications. In: 2000 IEEE ultrasonic symposium, IEEE, San Juan, Puerto Rico, pp 1315–1320, 22–25 Oct 2000

    Google Scholar 

  • Arendt ML, Rudnick JA, Keller PJ, Kuperwasser C (2010) Stroma in breast development and disease. In: Seminar in cell and developmental biology, vol 21. Academic Press, London, pp 11–18

    Google Scholar 

  • Bamber JC (1983) Ultrasonic propagation properties of the breast in ultrasonic examination of the breast. In: Jellins J, Kobayashi T (eds) Ultrasonic examination of the breast. Wiley, Chichester

    Google Scholar 

  • Berger G, Laugier P, Thalabard JC, Perrin J (1990) Global breast attenuation: control group and benign breast diseases. Ultrason Imaging 12:47–57

    Google Scholar 

  • Bissel MJ, Radisky D (2001) Putting tumors in context. Nat Rev Cancer 1:46–54

    Article  Google Scholar 

  • Buckshire MJ (2008) An overview of carbon fiber electrodes used in neurochemical monitoring. Master Thesis, University of Pittsburgh

    Google Scholar 

  • Bugge TH, Lund LR, Kombrink KK, Nielsen BS, Holmback K, Drew AF, Flick MJ, Witte DP, Dano K, Degen JL (1998) Reduced metastasis of polyoma virus middle T antigen-induced mammary cancer in plasminogen- deficient mice. Oncogene 16(24):3097–3104

    Article  Google Scholar 

  • Chan JK, Magistris A, Loizzi V, Lin F, Rutgers J, Osann K, DiSaia PJ, Samoszuk M (2005) Mast cell density, angiogenesis, blood clotting, and prognosis in women with advanced ovarian cancer. Gynecol Oncol 99:20–25

    Article  Google Scholar 

  • Chang JM, Moon WK, Cho N, Park JS, Kim SJ (2011) Radiologist’s performance in the detection of benign and malignant masses with 3D automated breast ultrasound (ABUS). Eur J Radiol 78:99–103

    Article  Google Scholar 

  • Chaudary SS, Mishra RK, Swarup A, Thomas JM (1984) Dielectric properties of normal and malignant human breast tissue at microwave and radiowave frequencies. Indian J Biochem Biophys 21:76–79

    Google Scholar 

  • Chen CM, Chou YH, Han KC, Hung GS, Tiu CM, Chiou HJ (2003) Breast lesions on sonograms: computer-aided diagnosis with nearly setting-independent features and artificial neural networks. Radiology 226:504–514

    Article  Google Scholar 

  • Chen S, Hou H, Harnische F, Patil SA (2011) Electrospun and solution blown three dimensional carbon fiber nonwoven for application as electrodes in microbial fuel cells. Energy Environ Sci 4:1417–1421

    Article  Google Scholar 

  • Crespi F, England T, Ratti E, Trist DG (1995) Carbon fibre micro-electrodes for concomitant in vivo electrophysiological and voltammetric measurements: no reciprocal influences. Neurosci Lett 188:33–36

    Article  Google Scholar 

  • Cukierman E (2004) A visual quantitative analysis of fibroblastic stromagenesis in breast cancer progression. J Mammary Gland Biol Neoplasia 9:311–324

    Article  Google Scholar 

  • Cuzick J (2003) Epidemiology of breast cancer—selected highlights. The Breast 12:405–411

    Article  Google Scholar 

  • de Asis ED, Leung J, Wood S, Nguyen CV (2010) Empirical study of unipolar and bipolar configurations using high resolution single multi-walled carbon electrodes for electrophysiological probing of electrically excitable cells. Nanotechnology 21(12):125101

    Article  Google Scholar 

  • Degen M, Brellier F, Kain R, Ruiz C, Terracciano L, Orend G (2007) Tenascin-W is a novel marker for activated tumor stroma in low-grade human breast cancer and influences cell behavior. Cancer Res 67:9169–9179

    Article  Google Scholar 

  • Donegan WL, Spratt JS (2002) Cancer of the breast, 5th edn. Saunders, Philadelphia

    Google Scholar 

  • Dressman SF, Peters JL, Michael AC (2002) Carbon fiber microelectrodes with multiple sensing elements for in vivo voltammetry. J Neurosci Methods 119:75–81

    Article  Google Scholar 

  • Dumane VA, Shankar PM, Piccoli CW, Reid JM, Forsberg F, Goldberg BB (2002) Computer aided classification of masses in ultrasonic mammography. Med Phys 29:1968–1973

    Article  Google Scholar 

  • Edmonds PD, Mortensen CL (1991) Ultrasonic tissue characterization for breast biopsy specimen. Ultrason Imaging 13(2):162–185

    Google Scholar 

  • Fabre B, Burlet S, Cespuglio R, Bidan G (1997) Voltammetric detection of NO in the rat brain with an electronic conducting polymer and Nafion bilayer coated carbon fiber electrodes. J Electroanal Chem 426:75–83

    Article  Google Scholar 

  • Fern AJ (2007) Breast cancer treatment by focus microwave thermotherapy. Jones and Bartlette Learning, Cambridge

    Google Scholar 

  • Flobbe K, Nelemans PJ, Kessels AGH, Beets GL, Von Meyenfeldt MF, Van Engelshoven JMA (2002) The roll of ultrasonography as an adjunct to mammography in the detection of breast cancer: a systematic review. Eur J Cancer 38:1044–1052

    Article  Google Scholar 

  • Fornage BD, Sneige N, Faroux MJ, Andry E (1990) Sonographic appearance and ultrasound guided fine needle aspiration biopsy of breast carcinomas smaller than 1 cm3. J Ultrasound Med 9:559–568

    Google Scholar 

  • Gasparini G (2001) Clinical significance of determination of surrogate markers of angiogenesis in breast cancer. Crit Rev Oncol Hematol 37:97–114

    Article  Google Scholar 

  • Geddes LA, Baker LE (1967) The specific resistance of biological materials—a compendium of data for engineer and physiologist. Med Biol Eng Comput 5:271–293

    Article  Google Scholar 

  • Glide C, Duric N, Littrup P (2007) Novel approach to evaluating breast density utilizing ultrasound tomography. Med Phys 34(2):744–753

    Article  Google Scholar 

  • Guy CT, Cardiff RD, Muller WJ (1992) Induction of mammary tumors by expression of polyomavirus middle T oncogene: a transgenic mouse model for metastatic disease. Mol Cell Biol 12(3):954–961

    Google Scholar 

  • Haemmerich D, Ozkan OR, Tsai JZ, Staelin ST, Tungjitkusolmun S, Mahvi DM, Webster JG (2002) Changes in electrical resistivity of swine liver after occlusion and post mortem. Med Biol Eng Comput 40:29–33

    Article  Google Scholar 

  • Han X, Wang CT, Bai J, Chapman ER, Jackson MB (2004) Transmembrane segments of syntaxin line the fusion pore of Ca2+-triggered exocytosis. Science 304:289–292

    Article  Google Scholar 

  • Hendee WR, Ritenour ER (2002) Medical imaging physics, 4th edn. Wiley Liss, New York

    Book  Google Scholar 

  • Horsch K, Giger ML, Vyborny CJ, Venta LA (2004) Performance of computer aided diagnosis in the interpretation of lesion on breast sonography. Acad Radiol 11:272–280

    Article  Google Scholar 

  • Ibrahim F (2005) Prognosis of dengue fever and dengue hemorrhagic fever using bioelectrical impedance. Ph.D. Thesis, Department of Biomedical Engineering, Faculty of Engineering, University of Malaya

    Google Scholar 

  • Ibrahim F, Faisal T, Mohamad Salim MI, Taib MN (2010) Non invasive diagnosis of risk in dengue patients using bioelectrical impedance analysis and artificial neural network. Med Biol Eng Comput 48:1141–1148

    Article  Google Scholar 

  • Islam MR, Towe BC (1988) Bioelectric current image reconstruction from magneto-acoustic measurements. IEEE Trans Med Imaging 7(4):386–391

    Article  Google Scholar 

  • Johnson SA, Abbott T, Bell R, Berggren M, Borup D, Robinson D, Wiskin J, Olsen S, Hanover B (2007) Non-invasive breast tissue characterization using ultrasound speed and attenuation—in vivo validation. In: Acoustical imaging. Springer, Berlin, pp 147–154

    Google Scholar 

  • Johnson-Self-ridge P, Selfridge RA (1985) Approximate materials properties in isotropic materials. IEEE Trans Ultrason Ferroelectr Freq Control SU-32:381

    Google Scholar 

  • Jossinet J (1996) Variability of impedivity in normal and pathological breast tissue. Med Biol Eng Comput 34:346–350

    Article  Google Scholar 

  • Jossinet J, Lobel A, Michoudet C, Schmitt M (1985) Quantitative technique for bio-electrical spectroscopy. J Biomed Eng 7:289–294

    Article  Google Scholar 

  • Kelley JF, McGough RJ (2009) Fractal ladder models and power law wave equation. J Acoust Soc Am 126(4):2072–2081

    Article  Google Scholar 

  • Kremkau FW (2002) Diagnostic ultrasound principles and instruments, 6th edn. Saunders, Philadelphia

    Google Scholar 

  • Kuo WJ, Chang RF, Moon WK (2002) Computer aided diagnosis of breast tumors with different US system. Acad Radiol 9:793–799

    Article  Google Scholar 

  • Lambotte L (1986) Cellular swelling and anoxic injury of the liver. Eur Surg Res 18:224–229

    Article  Google Scholar 

  • Lammers RI, Hudson DL, Seaman ME (2003) Prediction of traumatic wound infection with a neural network-derived decision model. Am J Emerg Med 21(1):1–7

    Article  Google Scholar 

  • Landini L, Sarnelli S (1986) Evaluation of the attenuation coefficient in normal and pathological breast tissue. Med Biol Eng Comput 24:243–247

    Article  Google Scholar 

  • Li X, Xu Y, He B (2006) A phantom study of magnetoacoustic tomography with magnetic induction (MAT-MI) for imaging electrical impedance of biological tissue. J Appl Phys 99(6):066112

    Article  Google Scholar 

  • Lim CT, Zhou EH, Quek ST (2000) Mechanical model for living cell: a review. J Biomech 39:195–216

    Article  Google Scholar 

  • Locasale JW, Cantley LC (2010) Altered metabolism in cancer. BMC Biol 88:88

    Article  Google Scholar 

  • Miller PR, Gittard SD, Edward TL, Lopez DM, Xiao X (2011) Integrated carbon fiber electrodes within hollow polymer microneedles for transdermal electrochemical sensing. Biomicrofluidics 5–013415:1–14

    Google Scholar 

  • Mohamad Salim MI, Ahmmad SNZ, Rosidi B, Ariffin I, Ahmad AH, Supriyanto E (2010) Measurements of ultrasound attenuation for normal and pathological mice breast tissue using 10 MHz ultrasound wave. In: Proceeding of the 3rd WSEAS international conference on visualization, imaging and simulation (VIS’10), WSEAS, Faro, Portugal, pp 118–122, 3–5 Nov 2010

    Google Scholar 

  • Moinfar F (2007) Essentials of diagnostic breast pathology: a practical approach. Springer, New York

    Google Scholar 

  • Norton SJ (2003) Can ultrasound be used to stimulate nerve tissue? Biomed Eng Online 2:1–9

    Article  MathSciNet  Google Scholar 

  • Norton M, Karczub D (2003) Fundamentals of noise and vibration analysis for engineer, 2nd edn. Cambridge Press, Cambridge

    Book  Google Scholar 

  • Orimo A, Gupta PB, Sgroi DC, Arenzana-Seisdedos F, Delaunay T, Naeem R (2005) Stromal fibroblast presents in invasive human breast carcinomas promotes tumor growth and angiogenesis through elevated SDF-1/CXCL 12 secretions. Cell 121:335–348

    Article  Google Scholar 

  • Provenzano PP, Inman DR, Eliceiri KW, Knittel JG, Yan L, Rueden CT, White JG, Keely PJ (2008) Collagen density promotes mammary tumor initiation and progression. BMC Med 6(11):1–15

    Google Scholar 

  • Renzhiglova E, Ivantsiv V, Xu Y (2010) Difference frequency magneto-acousto-electrical tomography (DF-MAET): application of ultrasound induced radiation force to imaging electrical current density. IEEE Trans Ultrason Ferroelectr Freq Control 57(11):2391–2402

    Article  Google Scholar 

  • Riordan J (2005) Breastfeeding and human lactation, 3rd edn. Jones and Bartlett learning, Massachusetts

    Google Scholar 

  • Roth BJ, Basser PJ, Wiksowo JP (1994) A theoretical model for magneto-acoustic imaging of bioelectric currents. IEEE Trans Biomed Eng 41(8):723–728

    Article  Google Scholar 

  • Sahiner B, Chan HP, Roubidoux MA, Helvie MA, Hadjiiski LM, Ramachandran A (2004) Computerized characterization of breast masses on three-dimensional ultrasound volumes. Med Phys 31:744–754

    Article  Google Scholar 

  • Sehgal CM, Weinstein SP, Arger PH, Conant EF (2006) A review of breast ultrasound. J Mammary Gland Biol Neoplasia 11:113–123

    Article  Google Scholar 

  • Sha L, Ward ER, Story B (2002) A review of dielectric properties of normal and malignant breast tissue. In: Proceeding of IEEE SoutheastCon 2002, IEEE, pp 457–462

    Google Scholar 

  • Shankar PM, Dumane VA, Piccoli CW, Reid JM, Forsberg F, Goldberg BB (2002) Classification of breast masses in ultrasonic B mode images using a compounding technique in the Nakagami distribution domain. Ultrasound Med Biol 28:1295–1300

    Article  Google Scholar 

  • Shinoji M, Hancock WW, Abe K, Micko C, Casper KA, Baine RM (1998) Activation of coagulation and angiogenesis in cancer: immunohistochemical localization in situ of clotting proteins and vascular endothelial growth factor in human cancer. Am J Pathol 152(2):399–411

    Google Scholar 

  • Shyu BC, Lin CY, Sun JJ, Sylantyev S, Chang C (2004) A method for direct thalamic stimulation in fMRI studies using a glass-coated carbon fiber electrode. J Neurosci Methods 137:123–131

    Article  Google Scholar 

  • Singh K, Azad T, Dev Gupta G (2008) The accuracy of ultrasound in diagnosis of palpable breast lump. JK Sci 10(4):186–188

    Google Scholar 

  • Stanford Research System (1997) User’s manual, SR844 RF lock in amplifier, USA

    Google Scholar 

  • Stavros AT (2004) Breast ultrasound. William and Wilkins, Philadelphia

    Google Scholar 

  • Stavros AT, Thickman D, Rapp CL, Dennis MA, Parker SH, Sisney GA (1995) Solid breast nodules: use of sonography to distinguish between benign and malignant lesions. Radiology 196:132–134

    Google Scholar 

  • Su Y, Haider S, Hrbek A (2007) Magnetoacousto electrical tomography, a new imaging modality for electrical impedance. In: Proceeding of 13th international conference on electrical bioimpedance and the 8th conference on electrical impedance tomography IFMBE. Springer, Graz, Austria, pp 292–295, Aug 29–Sept 2007

    Google Scholar 

  • Subasi A (2005) Automatic recognition of alertness level from EEG by using artificial neural network and wavelet coefficient. Expert Syst Appl 28:701–711

    Article  Google Scholar 

  • Surowiec A, Stuchly SS, Swarup A (1985) Radiofrequency dielectric properties of animal tissue as a function of time following death. Phys Med Biol 30(10):1131–1141

    Article  Google Scholar 

  • Surowiec AJ, Stuchly SS, Barr JB, Swarup A (1988) Dielectric properties of breast carcinoma and the surrounding tissue. IEEE Trans Biomed Eng 35:257–263

    Article  Google Scholar 

  • Svensson WE (1997) A review of the current status of breast ultrasound. Eur J Ultrasound 6:77–101

    Article  Google Scholar 

  • Szabo TL (2004) Diagnostic ultrasound imaging: inside out. Academic Press, London

    Google Scholar 

  • The Jackson Laboratory (2010) JAX Mice Database: MMTV-PyVT strain, USA

    Google Scholar 

  • The W, Wilson ARM (1998) The role of breast ultrasound in breast cancer screening. A consensus statement by the European group for breast cancer screening. Eur J Cancer 34(4):449–450

    Article  Google Scholar 

  • Thomas HV, Reeves GK, Key T (1997) Endogenous estrogens and postmenopausal breast cancer: a quantitative review. Cancer Causes Control 8:992–998

    Article  Google Scholar 

  • TienWang C, Bai J, Chang PY, Chapman ER, Jackson MB (2006) Synaptotagmin–Ca2+ triggers two sequential steps in regulated exocytosis in rat PC12 cells: fusion pore opening and fusion pore dilation. J Physiol 570(2):295–307

    Google Scholar 

  • Towe BC, Islam MR (1988) A magneto acoustic method for the noninvasive measurement of bioelectric current. IEEE Trans Biomed Eng 35(10):892–894

    Article  Google Scholar 

  • Weinstein SP, Seghal CM, Conant EF, Patton JA (2002) Microcalcifications in breast tissue phantoms visualized with acoustic resonance coupled with power Doppler US: initial observations. Radiology 224:265–269

    Article  Google Scholar 

  • Wen H (2000) Feasibility of biomedical application of Hall Effect imaging. Ultrason Imag 22:123–136

    Article  Google Scholar 

  • Wen H, Bennet E (2000) The feasibility of Hall Effect imaging in humans. In: 2000 IEEE ultrasonic symposium, San Juan, Puerto Rico: IEEE. pp 1619–1622, 22–25 Oct 2000

    Google Scholar 

  • Wen H, Bennett E, Shah J, Balaban RS (1997) An imaging method using ultrasound and magnetic field. In: Proceeding of the 1997 IEEE ultrasonic symposium. Toronto, Ontario, IEEE, pp 1407–1410, 5–8 Oct 1997

    Google Scholar 

  • Wen H, Shah J, Balaban RS (1998) Hall Effect imaging. IEEE Trans Biomed Eng 45:119–124

    Article  Google Scholar 

  • Xia R, Li X, He B (2007) Magnetoacoustic tomography of biological tissue with magnetic induction. In: Joint meeting of the 6th international symposium on noninvasive functional source of the brain and heart and the international conference on functional biomedical imaging 2007, IEEE, Hangzhou, China, pp 287–287, 12–14 Oct 2007

    Google Scholar 

  • Yavich L, Tilhonen J (2000) In vivo voltammetry with removable carbon fiber electrodes in freely moving mice: dopamine release during intracranial self stimulation. J Neurosci Method 104:55–63

    Article  Google Scholar 

  • Zeng X, Liu G, Xia H, Xu X (2010) An acoustic characteristics study of magneto-acousto-electrical tomography: a new method to reconstruct current density distribution at every point of a sample. In: 2010 3rd international conference on biomedical engineering and informatics, IEEE, Yantai, pp 95–98, 16–18 Oct 2010

    Google Scholar 

  • Zou Y, Guo Z (2003) A review of electrical impedance techniques for breast cancer detection. Med Eng Phys 25:79–90

    Article  Google Scholar 

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Mohamad Salim, M.I., Utama, N.P., Supriyanto, E., Lai, K.W., Hum, Y.C., Myint, Y.M. (2014). A Novel Hybrid Magnetoacoustic Measurement Method for Breast Cancer Detection. In: Advances in Medical Diagnostic Technology. Lecture Notes in Bioengineering. Springer, Singapore. https://doi.org/10.1007/978-981-4585-72-9_6

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