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Erickson-Bhatt SJ, Roman M, Gonzalez J, Nunez A, Kiszonas R, Lopez-Penalver C, Godavarty A. Noninvasive Surface Imaging of Breast Cancer in Humans using a Hand-held Optical Imager. Biomed Phys Eng Express 2015; 1. [PMID: 27366327 DOI: 10.1088/2057-1976/1/4/045001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
X-ray mammography, the current gold standard for breast cancer detection, has a 20% false-negative rate (cancer is undetected) and increases in younger women with denser breast tissue. Diffuse optical imaging (DOI) is a safe (nonionizing), and relatively inexpensive method for noninvasive imaging of breast cancer in human subjects (including dense breast tissues) by providing physiological information (e.g. oxy- and deoxy- hemoglobin concentration). At the Optical Imaging Laboratory, a hand-held optical imager has been developed which employs a breast contourable probe head to perform simultaneous illumination and detection of large surfaces towards near real-time imaging of human breast cancer. Gen-1 and gen-2 versions of the handheld optical imager have been developed and previously demonstrated imaging in tissue phantoms and healthy human subjects. Herein, the hand-held optical imagers are applied towards in vivo imaging of breast cancer subjects in an attempt to determine the ability of the imager to detect breast tumors. Five female human subjects (ages 51-74) diagnosed with breast cancer were imaged with the gen-1 optical imager prior to surgical intervention. One of the subjects was also imaged with the gen-2 optical imager. Both imagers use 785 nm laser diode sources and ICCD camera detectors to generate 2D surfaces maps of total hemoglobin absorption. The subjects lay in supine position and images were collected at various locations on both the ipsilateral (tumor-containing) and contralateral (non-tumor containing) breasts. The optical images (2D surface maps of optical absorption due to total hemoglobin concentration) show regions of higher intensity at the tumor location, which is indicative of increased vasculature and higher blood content due to the presence of the tumor. Additionally, a preliminary result indicates the potential to image lymphatic spread. This study demonstrates the potential of the hand-held optical devices to noninvasively image breast cancer in human subjects.
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Affiliation(s)
- Sarah J Erickson-Bhatt
- Dept. of Biomedical Engineering, Florida International University, 10555 West Flagler St. EC2610, Miami, FL, USA 33174
| | - Manuela Roman
- Dept. of Biomedical Engineering, Florida International University, 10555 West Flagler St. EC2610, Miami, FL, USA 33174
| | - Jean Gonzalez
- Dept. of Biomedical Engineering, Florida International University, 10555 West Flagler St. EC2610, Miami, FL, USA 33174
| | - Annie Nunez
- Dept. of Biomedical Engineering, Florida International University, 10555 West Flagler St. EC2610, Miami, FL, USA 33174
| | - Richard Kiszonas
- Dept. of Breast Radiology, Sylvester Comprehensive Cancer Center, 1475 N.W. 12th Ave., Miami, FL, USA 33136
| | | | - Anuradha Godavarty
- Dept. of Biomedical Engineering, Florida International University, 10555 West Flagler St. EC2610, Miami, FL, USA 33174
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Erickson SJ, Martinez SL, DeCerce J, Romero A, Caldera L, Godavarty A. Three-dimensional fluorescence tomography of human breast tissues in vivo using a hand-held optical imager. Phys Med Biol 2013; 58:1563-79. [PMID: 23417060 DOI: 10.1088/0031-9155/58/5/1563] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Diffuse optical imaging using non-ionizing radiation is a non-invasive method that shows promise towards breast cancer diagnosis. Hand-held optical imagers show potential for clinical translation of the technology, yet they have not been used towards 3D tomography. Herein, 3D tomography of human breast tissue in vivo is demonstrated for the first time using a hand-held optical imager with automated coregistration facilities. Simulation studies are performed on breast geometries to demonstrate the feasibility of 3D tomographic imaging using a hand-held imager under perfect (1:0) and imperfect (100:1, 50:1) fluorescence absorption contrast ratios. Experimental studies are performed in vivo using a 1 µM ICG filled phantom target placed non-invasively underneath the flap of the breast tissue. Results show the ability to perform automated tracking and coregistered imaging of human breast tissue (with tracking accuracy on the order of ∼1 cm). Three-dimensional tomography results demonstrated the ability to recover a single target placed at a depth of 2.5 cm, from both the simulated (at 1:0, 100:1 and 50:1 contrasts) and experimental cases on actual breast tissues. Ongoing efforts to improve target depth recovery are carried out via implementation of transmittance imaging in the hand-held imager.
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Affiliation(s)
- Sarah J Erickson
- Department of Biomedical Engineering, Florida International University, 10555 West Flagler Street EC 2610, Miami, FL 33174, USA
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Gonzalez J, DeCerce J, Erickson SJ, Martinez SL, Nunez A, Roman M, Traub B, Flores CA, Roberts SM, Hernandez E, Aguirre W, Kiszonas R, Godavarty A. Hand-held optical imager (Gen-2): improved instrumentation and target detectability. JOURNAL OF BIOMEDICAL OPTICS 2012; 17:081402-1. [PMID: 23224163 PMCID: PMC3381015 DOI: 10.1117/1.jbo.17.8.081402] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2011] [Revised: 02/27/2012] [Accepted: 03/12/2012] [Indexed: 05/11/2023]
Abstract
Hand-held optical imagers are developed by various researchers towards reflectance-based spectroscopic imaging of breast cancer. Recently, a Gen-1 handheld optical imager was developed with capabilities to perform two-dimensional (2-D) spectroscopic as well as three-dimensional (3-D) tomographic imaging studies. However, the imager was bulky with poor surface contact (~30%) along curved tissues, and limited sensitivity to detect targets consistently. Herein, a Gen-2 hand-held optical imager that overcame the above limitations of the Gen-1 imager has been developed and the instrumentation described. The Gen-2 hand-held imager is less bulky, portable, and has improved surface contact (~86%) on curved tissues. Additionally, the forked probe head design is capable of simultaneous bilateral reflectance imaging of both breast tissues, and also transillumination imaging of a single breast tissue. Experimental studies were performed on tissue phantoms to demonstrate the improved sensitivity in detecting targets using the Gen-2 imager. The improved instrumentation of the Gen-2 imager allowed detection of targets independent of their location with respect to the illumination points, unlike in Gen-1 imager. The developed imager has potential for future clinical breast imaging with enhanced sensitivity, via both reflectance and transillumination imaging.
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Affiliation(s)
- Jean Gonzalez
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Joseph DeCerce
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Sarah J. Erickson
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Sergio L. Martinez
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Annie Nunez
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Manuela Roman
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Barbara Traub
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Cecilia A. Flores
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Seigbeh M. Roberts
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Estrella Hernandez
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Wenceslao Aguirre
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
| | - Richard Kiszonas
- Sylvester Comprehensive Cancer Center, Breast Imaging Division, Miami, Florida 33136
| | - Anuradha Godavarty
- Florida International University, Department of Biomedical Engineering, Optical Imaging Laboratory, Miami, Florida 33174
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Gen-2 hand-held optical imager towards cancer imaging: reflectance and transillumination phantom studies. SENSORS 2012; 12:1885-97. [PMID: 22438743 PMCID: PMC3304145 DOI: 10.3390/s120201885] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2011] [Revised: 01/31/2012] [Accepted: 02/03/2012] [Indexed: 11/25/2022]
Abstract
Hand-held near-infrared (NIR) optical imagers are developed by various researchers towards non-invasive clinical breast imaging. Unlike these existing imagers that can perform only reflectance imaging, a generation-2 (Gen-2) hand-held optical imager has been recently developed to perform both reflectance and transillumination imaging. The unique forked design of the hand-held probe head(s) allows for reflectance imaging (as in ultrasound) and transillumination or compressed imaging (as in X-ray mammography). Phantom studies were performed to demonstrate two-dimensional (2D) target detection via reflectance and transillumination imaging at various target depths (1–5 cm deep) and using simultaneous multiple point illumination approach. It was observed that 0.45 cc targets were detected up to 5 cm deep during transillumination, but limited to 2.5 cm deep during reflectance imaging. Additionally, implementing appropriate data post-processing techniques along with a polynomial fitting approach, to plot 2D surface contours of the detected signal, yields distinct target detectability and localization. The ability of the gen-2 imager to perform both reflectance and transillumination imaging allows its direct comparison to ultrasound and X-ray mammography results, respectively, in future clinical breast imaging studies.
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Two-dimensional Fast Surface Imaging Using a Handheld Optical Device: In Vitro and In Vivo Fluorescence Studies. Transl Oncol 2011; 3:16-22. [PMID: 20165691 DOI: 10.1593/tlo.09157] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2009] [Revised: 09/08/2009] [Accepted: 09/15/2009] [Indexed: 11/18/2022] Open
Abstract
Near-infrared (NIR) optical imaging is a noninvasive and nonionizing modality that is emerging as a diagnostic tool for breast cancer. The handheld optical devices developed to date using the NIR technology are predominantly developed for spectroscopic applications. A novel handheld probe-based optical imaging device has been recently developed toward area imaging and tomography applications. The three-dimensional (3D) tomographic imaging capabilities of the device have been demonstrated from previous fluorescence studies on tissue phantoms. In the current work, fluorescence imaging studies are performed on tissue phantoms, in vitro, and in vivo tissue models to demonstrate the fast two-dimensional (2D) surface imaging capabilities of this flexible handheld-based optical imaging device, toward clinical breast imaging studies. Preliminary experiments were performed using target(s) of varying volume (0.23 and 0.45 cm(3)) and depth (1-2 cm), using indocyanine green as the fluorescence contrast agent in liquid phantom, in vitro, and in vivo tissue models. The feasibility of fast 2D surface imaging ( approximately 5 seconds) over large surface areas of 36 cm(2) was demonstrated from various tissue models. The surface images could differentiate the target(s) from the background, allowing a rough estimate of the target's location before extensive 3D tomographic analysis (future studies).
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Ge J, Erickson SJ, Godavarty A. Multi-projection fluorescence optical tomography using a handheld-probe-based optical imager: phantom studies. APPLIED OPTICS 2010; 49:4343-4354. [PMID: 20697435 PMCID: PMC2975621 DOI: 10.1364/ao.49.004343] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
A handheld-probe-based optical imager has recently been developed toward three-dimensional tomography. In this study, the improvement of target depth recovery was demonstrated using a multi-projection technique on large slab phantoms using 0.45 cc fluorescing target(s) (with 1:0 contrast ratio) of 1.5 to 2.5 cm deep. Tomographic results using single- and multi- (here dual) projection measurements (with and without a priori information of target location) were compared. In all experimental cases, the use of multi-projection measurements along with a priori information recovered target depth and location closer to their true values, demonstrating its applicability for clinical translation.
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Erickson SJ, Martinez SL, Gonzalez J, Caldera L, Godavarty A. Improved detection limits using a hand-held optical imager with coregistration capabilities. BIOMEDICAL OPTICS EXPRESS 2010; 1:126-134. [PMID: 21258452 PMCID: PMC3005178 DOI: 10.1364/boe.1.000126] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2010] [Revised: 07/10/2010] [Accepted: 07/12/2010] [Indexed: 05/21/2023]
Abstract
Optical imaging is emerging as a non-invasive and non-ionizing method for breast cancer diagnosis. A hand-held optical imager has been developed with coregistration facilities towards flexible imaging of different tissue volumes and curvatures in near real-time. Herein, fluorescence-enhanced optical imaging experiments are performed to demonstrate deeper target detection under perfect and imperfect (100:1) uptake conditions in (liquid) tissue phantoms and in vitro. Upon summation of multiple scans (fluorescence intensity images), fluorescent targets are detected at greater depths than from single scan alone.
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