Current and future trends in photoacoustic breast imaging

Photoacoustics - Tập 16 - Trang 100134 - 2019
Srirang Manohar1, Maura Dantuma1
1Biomedical Photonic Imaging (BMPI) & Multi-Modality Medical Imaging (M3I), Technical Medical Centre, University of Twente, PB217, 7500AE Enschede, The Netherlands

Tài liệu tham khảo

Torre, 2015, Global cancer statistics, 2012, CA: Cancer J. Clin., 65, 87 Maxmen, 2012, The hard facts, Nature, 485, S50, 10.1038/485S50a Kopans, 2007 Benson, 2009, Early breast cancer, Lancet, 373, 1463, 10.1016/S0140-6736(09)60316-0 National Research Council, 2001 Kuhl, 2007, Current status of breast MR imaging. Part 2. clinical applications, Radiology, 244, 672, 10.1148/radiol.2443051661 Vinnicombe, 2009, Full-field digital versus screen-film mammography: comparison within the UK breast screening program and systematic review of published data, Radiology, 251, 347, 10.1148/radiol.2512081235 Britton, 2009, One-stop diagnostic breast clinics: how often are breast cancers missed?, Br. J. Cancer, 100, 1873, 10.1038/sj.bjc.6605082 Hooley, 2011, Breast cancer screening and problem solving using mammography, ultrasound, and magnetic resonance imaging, Ultrasound Q., 27, 23, 10.1097/RUQ.0b013e31820e15ac Brédart, 2012, Perception of care and experience of examination in women at risk of breast cancer undergoing intensive surveillance by standard imaging with or without MRI, Patient Educ. Couns., 86, 405, 10.1016/j.pec.2011.06.012 Pediconi, 2009, The challenge of imaging dense breast parenchyma: is magnetic resonance mammography the technique of choice? A comparative study with X-ray mammography and whole-breast ultrasound, Investig. Radiol., 44, 412, 10.1097/RLI.0b013e3181a53654 Houssami, 2008, Accuracy and surgical impact of magnetic resonance imaging in breast cancer staging: systematic review and meta-analysis in detection of multifocal and multicentric cancer, J. Clin. Oncol., 26, 3248, 10.1200/JCO.2007.15.2108 Essink-Bot, 2006, Women's acceptance of MRI in breast cancer surveillance because of a familial or genetic predisposition, Breast, 15, 673, 10.1016/j.breast.2006.02.001 Onesti, 2008, Breast cancer tumor size: correlation between magnetic resonance imaging and pathology measurements, Am. J. Surg., 196, 844, 10.1016/j.amjsurg.2008.07.028 Kilburn-Toppin, 2013, New horizons in breast imaging, Clin. Oncol., 25, 93, 10.1016/j.clon.2012.10.002 Lång, 2016, Performance of one-view breast tomosynthesis as a stand-alone breast cancer screening modality: results from the malm“o breast tomosynthesis screening trial, a population-based study, Eur. Radiol., 26, 184, 10.1007/s00330-015-3803-3 Jochelson, 2013, Bilateral contrast-enhanced dual-energy digital mammography: feasibility and comparison with conventional digital mammography and MR imaging in women with known breast carcinoma, Radiology, 266, 743, 10.1148/radiol.12121084 Kaplan, 2014, Automated whole breast ultrasound, Radiol. Clin. N. Am., 52, 539, 10.1016/j.rcl.2014.01.002 Duric, 2014, Clinical breast imaging with ultrasound tomography: a description of the softvue system, J. Acoust. Soc. Am., 135, 2155, 10.1121/1.4876990 Gemmeke, 2017, 3d ultrasound computer tomography: hardware setup, reconstruction methods and first clinical results, Nucl. Instrum. Methods Phys. Res. Sect. A: Accel. Spectrom. Detect. Assoc. Equip., 873, 59, 10.1016/j.nima.2017.07.019 Athanasiou, 2017, Feasibility of imaging and treatment monitoring of breast lesions with three-dimensional shear wave elastography, Eur. J. Ultrasound [[Ultraschall in der Medizin]], 38, 51 Partridge, 2010, Differential diagnosis of mammographically and clinically occult breast lesions on diffusion-weighted MRI, J. Magn. Reson. Imaging, 31, 562, 10.1002/jmri.22078 Siegmann, 2010, Diagnostic value of MR elastography in addition to contrast-enhanced MR imaging of the breast-initial clinical results, Eur. Radiol., 20, 318, 10.1007/s00330-009-1566-4 Hanahan, 2011, Hallmarks of cancer: the next generation, Cell, 144, 646, 10.1016/j.cell.2011.02.013 Carmeliet, 2011, Molecular mechanisms and clinical applications of angiogenesis, Nature, 473, 298, 10.1038/nature10144 Tromberg, 2008, Assessing the future of diffuse optical imaging technologies for breast cancer management, Med. Phys., 35, 2443, 10.1118/1.2919078 Venugopal, 2012, Recent advances in optical mammography, Curr. Med. Imaging Rev., 8, 244, 10.2174/157340512803759884 Manohar, 2016, Photoacoustics: a historical review, Adv. Opt. Photo., 8, 586, 10.1364/AOP.8.000586 Zhou, 2016, Tutorial on photoacoustic tomography, J. Biomed. Opt., 21, 061007, 10.1117/1.JBO.21.6.061007 Wang, 2012 Wang, 2012, Photoacoustic tomography: in vivo imaging from organelles to organs, Science, 335, 1458, 10.1126/science.1216210 Oraevsky, 1994, Laser-based optoacoustic imaging in biological tissues, Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, Vol. 2134, 122 Kruger, 1994, Photoacoustic ultrasound: pulse production and detection in 0.5% liposyn, Med. Phys., 21, 1179, 10.1118/1.597399 Oraevsky, 2001, Laser optoacoustic imaging of breast cancer in vivo, 4256 Menke, 2015, Photoacoustic breast tomography prototypes with reported human applications, Eur. Radiol., 25, 2205, 10.1007/s00330-015-3647-x Diot, 2017, Multispectral optoacoustic tomography (MSOT) of human breast cancer, Clin. Cancer Res., 23, 6912, 10.1158/1078-0432.CCR-16-3200 Haisch, 2010, Combined optoacoustic/ultrasound system for tomographic absorption measurements: possibilities and limitations, Anal. Bioanal. Chem., 397, 1503, 10.1007/s00216-010-3685-9 Montilla, 2012, Real-time photoacoustic and ultrasound imaging: a simple solution for clinical ultrasound systems with linear arrays, Phys. Med. Biol., 58, N1, 10.1088/0031-9155/58/1/N1 Becker, 2018, Multispectral optoacoustic tomography of the human breast: characterisation of healthy tissue and malignant lesions using a hybrid ultrasound-optoacoustic approach, Eur. Radiol., 28, 602, 10.1007/s00330-017-5002-x Ajith Singh, 2016, Handheld probe-based dual mode ultrasound/photoacoustics for biomedical imaging, 209 Daoudi, 2014, Handheld probe integrating laser diode and ultrasound transducer array for ultrasound/photoacoustic dual modality imaging, Opt. Express, 22, 26365, 10.1364/OE.22.026365 Hariri, 2018, The characterization of an economic and portable led-based photoacoustic imaging system to facilitate molecular imaging, Photoacoustics, 9, 10, 10.1016/j.pacs.2017.11.001 Xu, 2004, Reconstructions in limited-view thermoacoustic tomography, Med. Phys., 31, 724, 10.1118/1.1644531 Preisser, 2016, Study of clutter origin in in-vivo epi-optoacoustic imaging of human forearms, J. Opt., 18, 094003, 10.1088/2040-8978/18/9/094003 Manohar, 2005, The Twente photoacoustic mammoscope: system overview and performance, Phys. Med. Biol., 50, 2543, 10.1088/0031-9155/50/11/007 Xie, 2011 Xie, 2013, Combined photoacoustic and acoustic imaging of human breast specimens in the mammographic geometry, Ultrasound Med. Biol., 39, 2176, 10.1016/j.ultrasmedbio.2013.05.018 Kitai, 2014, Photoacoustic mammography: initial clinical results, Breast Cancer, 21, 146, 10.1007/s12282-012-0363-0 Ermilov, 2009, Laser optoacoustic imaging system for detection of breast cancer, J. Biomed. Opt., 14, 024007, 10.1117/1.3086616 Xi, 2012, Design and evaluation of a hybrid photoacoustic tomography and diffuse optical tomography system for breast cancer detection, Med. Phys., 39, 2584, 10.1118/1.3703598 Pramanik, 2008, Design and evaluation of a novel breast cancer detection system combining both thermoacoustic (TA) and photoacoustic (PA) tomography, Med. Phys., 35, 2218, 10.1118/1.2911157 Lin, 2018, Single-breath-hold photoacoustic computed tomography of the breast, Nat. Commun., 9, 2352, 10.1038/s41467-018-04576-z Li, 2017, Single-impulse panoramic photoacoustic computed tomography of small-animal whole-body dynamics at high spatiotemporal resolution, Nat. Biomed. Eng., 1, 10.1038/s41551-017-0071 Kruger, 2010, Photoacoustic angiography of the breast, Med. Phys., 37, 6096, 10.1118/1.3497677 Kruger, 2013, Dedicated 3d photoacoustic breast imaging, Med. Phys., 40, 10.1118/1.4824317 Toi, 2017, Visualization of tumor-related blood vessels in human breast by photoacoustic imaging system with a hemispherical detector array, Sci. Rep., 7, 10.1038/srep41970 Klosner, 2016, Advanced Laser System for 3d Optoacoustic Tomography of the Breast, 9708 Lou, 2016, Application of signal detection theory to assess optoacoustic imaging systems, Breast, 4, 7 Schoustra, 2019 Provost, 2009, The application of compressed sensing for photo-acoustic tomography, IEEE Trans. Med. Imaging, 28, 585, 10.1109/TMI.2008.2007825 Guo, 2010, Compressed sensing in photoacoustic tomography in vivo, J. Biomed. Opt., 15, 021311, 10.1117/1.3381187 Oraevsky, 2018, Clinical optoacoustic imaging combined with ultrasound for coregistered functional and anatomical mapping of breast tumors, Photoacoustics, 12, 30, 10.1016/j.pacs.2018.08.003 Neuschler, 2017, A pivotal study of optoacoustic imaging to diagnose benign and malignant breast masses: a new evaluation tool for radiologists, Radiology, 172228 Clingman, Bryan (Seno Medical Systems, San Antonio, Texas, USA) and Veltman, Jeroen (Ziekenhuisgroep Twente, Hengelo, The Netherlands), personal communication. Menezes, 2018, Downgrading of breast masses suspicious for cancer by using optoacoustic breast imaging, Radiology, 170500 Buehler, 2013, Real-time handheld multispectral optoacoustic imaging, Opt. Lett., 38, 1404, 10.1364/OL.38.001404 Rosenthal, 2010, Fast semi-analytical model-based acoustic inversion for quantitative optoacoustic tomography, IEEE Trans. Med. Imaging, 29, 1275, 10.1109/TMI.2010.2044584 Manohar, 2007, Initial results of in vivo non-invasive cancer imaging in the human breast using near-infrared photoacoustics, Opt. Express, 15, 12277, 10.1364/OE.15.012277 Manohar, 2009, Photoacoustic mammography with a flat detection geometry, 431 Heijblom, 2012, Visualizing breast cancer using the Twente photoacoustic mammoscope: what do we learn from twelve new patient measurements?, Opt. Express, 20, 11582, 10.1364/OE.20.011582 Heijblom, 2015, Photoacoustic image patterns of breast carcinoma and comparisons with magnetic resonance imaging and vascular stained histopathology, Sci. Rep., 5, 11778, 10.1038/srep11778 Heijblom, 2015, Clinical photoacoustic breast imaging: the Twente experience, IEEE Pulse, 6, 42, 10.1109/MPUL.2015.2409102 Heijblom, 2016, The state of the art in breast imaging using the Twente photoacoustic mammoscope: results from 31 measurements on malignancies, Eur. Radiol., 26, 3874, 10.1007/s00330-016-4240-7 Xia, 2013, An optimized ultrasound detector for photoacoustic breast tomography, Med. Phys., 40, 10.1118/1.4792462 Heijblom, 2013, Appearance of breast cysts in planar geometry photoacoustic mammography using 1064-nm excitation, J. Biomed. Opt., 18, 126009, 10.1117/1.JBO.18.12.126009 Fukutani, 2011, Characterization of photoacoustic tomography system with dual illumination Asao, 2016, Photoacoustic mammography capable of simultaneously acquiring photoacoustic and ultrasound images, J. Biomed. Opt., 21, 116009, 10.1117/1.JBO.21.11.116009 Xu, 2005, Universal back-projection algorithm for photoacoustic computed tomography, Phys. Rev. E, 71, 016706, 10.1103/PhysRevE.71.016706 Takao, 1976, An adaptive antenna array under directional constraint, IEEE Trans. Antennas Propag., 24, 662, 10.1109/TAP.1976.1141411 Fakhrejahani, 2015, Clinical report on the first prototype of a photoacoustic tomography system with dual illumination for breast cancer imaging, PLOS ONE, 10, e0139113, 10.1371/journal.pone.0139113 Khamapirad, 2005, Diagnostic imaging of breast cancer with lois: clinical feasibility, 5697, 34 Ermilov, 2007, Detection and noninvasive diagnostics of breast cancer with two-color laser optoacoustic imaging system, 6437, 643703 Andreev, 2000, Optoacoustic tomography of breast cancer with arc-array transducer, 3916, 36 Li, 2015, High resolution functional photoacoustic tomography of breast cancer, Med. Phys., 42, 5321, 10.1118/1.4928598 Li, 2011, Integrated diffuse optical tomography and photoacoustic tomography: phantom validations, Biomed. Opt. Express, 2, 2348, 10.1364/BOE.2.002348 Yao, 2010, Transport-based quantitative photoacoustic tomography: simulations and experiments, Phys. Med. Biol., 55, 1917, 10.1088/0031-9155/55/7/009 Sun, 2013, Noninvasive imaging of hemoglobin concentration and oxygen saturation for detection of osteoarthritis in the finger joints using multispectral three-dimensional quantitative photoacoustic tomography, J. Opt., 15, 055302, 10.1088/2040-8978/15/5/055302 Li, 2013, Impact of inhomogeneous optical scattering coefficient distribution on recovery of optical absorption coefficient maps using tomographic photoacoustic data, Phys. Med. Biol., 58, 999, 10.1088/0031-9155/58/4/999 Anastasio, 2005, Half-time image reconstruction in thermoacoustic tomography, IEEE Trans. Med. Imaging, 24, 199, 10.1109/TMI.2004.839682 Oraevsky, 2018, Full-view 3d imaging system for functional and anatomical screening of the breast Ermilov, 2016, Three-dimensional optoacoustic and laser-induced ultrasound tomography system for preclinical research in mice: design and phantom validation, Ultrasonic Imaging, 38, 77, 10.1177/0161734615591163 Kruger, 2013, Dedicated 3d photoacoustic breast imaging, Med. Phys., 40, 10.1118/1.4824317 Kruger, 2010, Photoacoustic angiography of the breast, Med. Phys., 37, 6096, 10.1118/1.3497677 Sederberg, 1986, Free-form deformation of solid geometric models, ACM SIGGRAPH Comput. Graph., 20, 151, 10.1145/15886.15903 Baraff, 1998, Large steps in cloth simulation, 43 Hockel, 2001, Tumor hypoxia: definitions and current clinical, biologic, and molecular aspects, J. Natl. Cancer Inst., 93, 266, 10.1093/jnci/93.4.266 Carpenter, 2007, Image-guided optical spectroscopy provides molecular-specific information in vivo: MRI-guided spectroscopy of breast cancer hemoglobin, water, and scatterer size, Opt. Lett., 32, 933, 10.1364/OL.32.000933 Nachabé, 2011, Diagnosis of breast cancer using diffuse optical spectroscopy from 500 to 1600 nm: comparison of classification methods, J. Biomed. Opt., 16, 087010, 10.1117/1.3611010 Periyasamy, 2017, Advances in monte carlo simulation for light propagation in tissue, IEEE Rev. Biomed. Eng., 10, 122, 10.1109/RBME.2017.2739801 Treeby, 2010, k-wave: Matlab toolbox for the simulation and reconstruction of photoacoustic wave fields, J. Biomed. Opt., 15, 021314, 10.1117/1.3360308 Ntziachristos, 2000, Concurrent mri and diffuse optical tomography of breast after indocyanine green enhancement, Proc. Natl. Acad. Sci. USA, 97, 2767, 10.1073/pnas.040570597 Intes, 2003, In vivo continuous-wave optical breast imaging enhanced with indocyanine green, Med. Phys., 30, 1039, 10.1118/1.1573791 Alacam, 2008, Pharmacokinetic-rate images of indocyanine green for breast tumors using near-infrared optical methods, Phys. Med. Biol., 53, 837, 10.1088/0031-9155/53/4/002 Edge, 2010, The american joint committee on cancer: the 7th edition of the ajcc cancer staging manual and the future of tnm, Ann. Surg. Oncol., 17, 1471, 10.1245/s10434-010-0985-4 Luke, 2012, Biomedical applications of photoacoustic imaging with exogenous contrast agents, Ann. Biomed. Eng., 40, 422, 10.1007/s10439-011-0449-4 Weber, 2016, Contrast agents for molecular photoacoustic imaging, Nat. Methods, 13, 639, 10.1038/nmeth.3929 Fitzpatrick, 1988, The validity and practicality of sun-reactive skin types i through vi, Arch. Dermatol., 124, 869, 10.1001/archderm.1988.01670060015008 Andersen, 1990, Noninvasive computerized analysis of skin chromophores in vivo by reflectance spectroscopy, Photodermatol. Photoimmunol. Photomed., 7, 249 Andersen, 1990, Spectral reflectance of human skin in vivo, Photodermatol. Photoimmunol. Photomed., 7, 5 Cox, 2012, Quantitative spectroscopic photoacoustic imaging: a review, J. Biomed. Opt., 17, 0612021, 10.1117/1.JBO.17.6.061202 Lutzweiler, 2013, Optoacoustic imaging and tomography: reconstruction approaches and outstanding challenges in image performance and quantification, Sensors, 13, 7345, 10.3390/s130607345 Ulrich, 2018, Spectral correction for handheld optoacoustic imaging by means of near-infrared optical tomography in reflection mode, J. Biophoton., e201800112 Hussain, 2016, Quantitative blood oxygen saturation imaging using combined photoacoustics and acousto-optics, Opt. Lett., 41, 1720, 10.1364/OL.41.001720 Cook, 2011, Tissue-mimicking phantoms for photoacoustic and ultrasonic imaging, Biomed. Opt. Express, 2, 3193, 10.1364/BOE.2.003193 Xia, 2011, Poly (vinyl alcohol) gels as photoacoustic breast phantoms revisited, J. Biomed. Opt., 16, 075002, 10.1117/1.3597616 Bohndiek, 2013, Development and application of stable phantoms for the evaluation of photoacoustic imaging instruments, PLOS ONE, 8, e75533, 10.1371/journal.pone.0075533 Vogt, 2016, Biologically relevant photoacoustic imaging phantoms with tunable optical and acoustic properties, J. Biomed. Opt., 21, 101405, 10.1117/1.JBO.21.10.101405 Fonseca, 2016, Characterisation of a phantom for multiwavelength quantitative photoacoustic imaging, Phys. Med. Biol., 61, 4950, 10.1088/0031-9155/61/13/4950 Maneas, 2018, Anatomically realistic ultrasound phantoms using gel wax with 3d printed moulds, Phys. Med. Biol., 63, 015033, 10.1088/1361-6560/aa9e2c Vogt, 2018, Performance evaluation of photoacoustic oximetry imaging systems using a dynamic blood flow phantom with tunable oxygen saturation, 1049426 Sehgal, 2006, A review of breast ultrasound, J. Mammary Gland Biol. Neoplasia, 11, 113, 10.1007/s10911-006-9018-0 Fang, 2011, Combined optical and X-ray tomosynthesis breast imaging, Radiology, 258, 89, 10.1148/radiol.10082176 Krishnaswamy, 2012, A digital X-ray tomosynthesis coupled near infrared spectral tomography system for dual-modality breast imaging, Opt. Express, 20, 19125, 10.1364/OE.20.019125 Xie, 2013, Combined photoacoustic and acoustic imaging of human breast specimens in the mammographic geometry, Ultrasound Med. Boil., 39, 2176, 10.1016/j.ultrasmedbio.2013.05.018 Bleyer, 2012, Effect of three decades of screening mammography on breast-cancer incidence, N. Engl. J. Med., 367, 1998, 10.1056/NEJMoa1206809 Marmot, 2013, The benefits and harms of breast cancer screening: an independent review, Br. J. Cancer, 108, 2205, 10.1038/bjc.2013.177 Lauby-Secretan, 2015, Breast cancer screening viewpoint of the IARC working group, N. Engl. J. Med., 372, 2353, 10.1056/NEJMsr1504363 Stout, 2014, Benefits, harms, and costs for breast cancer screening after us implementation of digital mammography, J. Natl. Cancer Inst., 106, 10.1093/jnci/dju092 Lin, 2018, Clinical photoacoustic computed tomography of the human breast in vivo within a single breath hold, 104942X Tromberg, 2005, Imaging in breast cancer: diffuse optics in breast cancer: detecting tumors in pre-menopausal women and monitoring neoadjuvant chemotherapy, Breast Cancer Res., 7, 279, 10.1186/bcr1358