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Liu J, Ding N, Yu Y, Liu L, Yuan X, Lv H, Zhao Y, Ma Z. Whole-brain microcirculation detection after ischemic stroke based on swept-source optical coherence tomography. JOURNAL OF BIOPHOTONICS 2019; 12:e201900122. [PMID: 31095859 DOI: 10.1002/jbio.201900122] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 05/11/2019] [Accepted: 05/15/2019] [Indexed: 06/09/2023]
Abstract
The occurrence and development of ischemic stroke are closely related to cerebral blood flow. Real-time monitoring of cerebral perfusion level is very useful for understanding the mechanisms of the disease. A wide field of view (FOV) is conducive to capturing lesions and observing the progression of the disease. In this paper, we attempt to monitor the whole-brain microcirculation in middle cerebral artery occlusion (MCAO) rats over time using a wide FOV swept-source OCT (SS-OCT) system. A constrained image registration algorithm is used to remove motion artifacts that are prone to occur in a wide FOV angiography. During ischemia, cerebral perfusion levels in the left and right hemispheres, as well as in the whole brain were quantified and compared. Changes in the shape and location of blood vessels were also recorded. The results showed that the trend in cerebral perfusion levels of both hemispheres was highly consistent during MCAO, and the position of the blood vessels varied over time. This work will provide new insights of ischemic stroke and is helpful to assess the effectiveness of potential treatment strategies.
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Affiliation(s)
- Jian Liu
- School of Control Engineering, Northeastern University at Qinhuangdao, Qinhuangdao, China
| | - Ning Ding
- School of Sino-Dutch Biomedical and Information Engineering, Northeastern University, Shenyang, China
| | - Yao Yu
- School of Control Engineering, Northeastern University at Qinhuangdao, Qinhuangdao, China
| | - Lanxiang Liu
- Department of Magnetic Resonance Imaging, Qinhuangdao Municipal No. 1 Hospital, Qinhuangdao, China
| | - Xincheng Yuan
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan
| | - Hongyu Lv
- Department of Ophthalmology, Maternal and Child Health Hospital, Qinhuangdao, China
| | - Yuqian Zhao
- School of Control Engineering, Northeastern University at Qinhuangdao, Qinhuangdao, China
| | - Zhenhe Ma
- School of Control Engineering, Northeastern University at Qinhuangdao, Qinhuangdao, China
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Baran U, Zhu W, Choi WJ, Omori M, Zhang W, Alkayed NJ, Wang RK. Automated segmentation and enhancement of optical coherence tomography-acquired images of rodent brain. J Neurosci Methods 2016; 270:132-137. [PMID: 27328369 DOI: 10.1016/j.jneumeth.2016.06.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 05/09/2016] [Accepted: 06/15/2016] [Indexed: 11/27/2022]
Abstract
BACKGROUND Optical coherence tomography (OCT) is a non-invasive optical imaging method that has proven useful in various fields such as ophthalmology, dermatology and neuroscience. In ophthalmology, significant progress has been made in retinal layer segmentation and enhancement of OCT images. There are also segmentation algorithms to separate epidermal and dermal layers in OCT-acquired images of human skin. NEW METHOD We describe simple image processing methods that allow automatic segmentation and enhancement of OCT images of rodent brain. RESULTS We demonstrate the effectiveness of the proposed methods for OCT-based microangiography (OMAG) and tissue injury mapping (TIM) of mouse cerebral cortex. The results show significant improvement in image contrast, delineation of tissue injury, allowing visualization of different layers of capillary beds. COMPARISON WITH EXISTING METHODS Previously reported methods for other applications are yet to be used in neuroscience due to the complexity of tissue anatomy, unique physiology and technical challenges. CONCLUSIONS OCT is a promising tool that provides high resolution in vivo microvascular and structural images of rodent brain. By automatically segmenting and enhancing OCT images, structural and microvascular changes in mouse cerebral cortex after stroke can be monitored in vivo with high contrast.
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Affiliation(s)
- Utku Baran
- Dept. of Bioengineering, University of Washington, 3720 15th Ave. NE, Seattle, WA 98195, USA; Dept. of Electrical Engineering, University of Washington, 185 Stevens Way, Seattle, WA 98195, USA
| | - Wenbin Zhu
- Dept. of Anesthesiology and Perioperative Medicine, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, OR, USA
| | - Woo June Choi
- Dept. of Bioengineering, University of Washington, 3720 15th Ave. NE, Seattle, WA 98195, USA
| | - Michael Omori
- Dept. of Electrical Engineering, University of Washington, 185 Stevens Way, Seattle, WA 98195, USA
| | - Wenri Zhang
- Dept. of Anesthesiology and Perioperative Medicine, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, OR, USA
| | - Nabil J Alkayed
- Dept. of Anesthesiology and Perioperative Medicine, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, OR, USA
| | - Ruikang K Wang
- Dept. of Bioengineering, University of Washington, 3720 15th Ave. NE, Seattle, WA 98195, USA.
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Baran U, Li Y, Wang RK. In vivo tissue injury mapping using optical coherence tomography based methods. APPLIED OPTICS 2015; 54:6448-53. [PMID: 26367827 PMCID: PMC4570269 DOI: 10.1364/ao.54.006448] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
An injury causes changes in the optical attenuation coefficient (OAC) of a light beam traveling inside a tissue. We report a method called tissue injury mapping (TIM), which utilizes a noninvasive in vivo optical coherence tomography approach to generate an OAC and microvascular map of the injured tissue. Using TIM, the infarct region development in a mouse cerebral cortex during a stroke is visualized. Moreover, we demonstrate the changes in human facial skin structure and microvasculature during an acne lesion development from initiation to scarring. The results indicate that TIM may be used to aid in the characterization and the treatment of various diseases by enabling a high-resolution detection of tissue structural and microvascular changes.
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Affiliation(s)
- Utku Baran
- Dept. of Bioengineering, University of Washington, 3720 15th Ave. NE, Seattle WA 98195, USA
- Dept. of Electrical Engineering, University of Washington, 185 Stevens Way, Seattle WA 98195, USA
| | - Yuandong Li
- Dept. of Bioengineering, University of Washington, 3720 15th Ave. NE, Seattle WA 98195, USA
| | - Ruikang K. Wang
- Dept. of Bioengineering, University of Washington, 3720 15th Ave. NE, Seattle WA 98195, USA
- Corresponding author:
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Baran U, Li Y, Wang RK. Vasodynamics of pial and penetrating arterioles in relation to arteriolo-arteriolar anastomosis after focal stroke. NEUROPHOTONICS 2015; 2:025006. [PMID: 26158010 PMCID: PMC4478965 DOI: 10.1117/1.nph.2.2.025006] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 05/18/2015] [Indexed: 05/18/2023]
Abstract
Changes in blood perfusion in highly interconnected pial arterioles provide important insights about the vascular response to ischemia within brain. The functional role of arteriolo-arteriolar anastomosis (AAA) in regulating blood perfusion through penetrating arterioles is yet to be discovered. We apply a label-free optical microangiography (OMAG) technique to evaluate the changes in vessel lumen diameter and red blood cell velocity among a large number of pial and penetrating arterioles within AAA abundant region overlaying the penumbra in the parietal cortex after a middle cerebral artery occlusion (MCAO). In comparison with two-photon microscopy, the OMAG technique makes it possible to image a large number of vessels in a short period of time without administering exogenous contrast agents during a time-constrained MCAO experiment. We compare vasodynamics in penetrating arterioles at various locations. The results show that the MCA connected penetrating arterioles close to a strong AAA dilate, while those belonging to a region away from AAAs constrict in various degrees. These results suggest AAAs play a major role in supporting the active dilation of the penetrating arterioles, thus compensating a significant amount of blood to the ischemic region, whereas the poor blood perfusion occurs at the regions away from AAA connections, leading to ischemia.
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Affiliation(s)
- Utku Baran
- University of Washington, Department of Bioengineering, 3720 NE 15th Avenue, Seattle, Washington 98195, United States
- University of Washington, Department of Electrical Engineering, 185 Stevens Way, Seattle, Washington 98195, United States
| | - Yuandong Li
- University of Washington, Department of Bioengineering, 3720 NE 15th Avenue, Seattle, Washington 98195, United States
| | - Ruikang K. Wang
- University of Washington, Department of Bioengineering, 3720 NE 15th Avenue, Seattle, Washington 98195, United States
- Address all correspondence to: Ruikang K. Wang, E-mail:
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Baran U, Li Y, Choi WJ, Kalkan G, Wang RK. High resolution imaging of acne lesion development and scarring in human facial skin using OCT-based microangiography. Lasers Surg Med 2015; 47:231-8. [PMID: 25740313 DOI: 10.1002/lsm.22339] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/22/2014] [Indexed: 11/10/2022]
Abstract
BACKGROUND AND OBJECTIVE Acne is a common skin disease that often leads to scarring. Collagen and other tissue damage from the inflammation of acne give rise to permanent skin texture and microvascular changes. In this study, we demonstrate the capabilities of optical coherence tomography-based microangiography in detecting high-resolution, three-dimensional structural, and microvascular features of in vivo human facial skin during acne lesion initiation and scar development. MATERIALS AND METHODS A real time swept source optical coherence tomography system is used in this study to acquire volumetric images of human skin. The system operates on a central wavelength of 1,310 nm with an A-line rate of 100 kHz, and with an extended imaging range (∼12 mm in air). The system uses a handheld imaging probe to image acne lesion on a facial skin of a volunteer. We utilize optical microangiography (OMAG) technique to evaluate the changes in microvasculature and tissue structure. RESULTS Thanks to the high sensitivity of OMAG, we are able to image microvasculature up to capillary level and visualize the remodeled vessels around the acne lesion. Moreover, vascular density change derived from OMAG measurement is provided as an alternative biomarker for the assessment of human skin diseases. In contrast to other techniques like histology or microscopy, our technique made it possible to image 3D tissue structure and microvasculature up to 1.5 mm depth in vivo without the need of exogenous contrast agents. CONCLUSIONS The presented results are promising to facilitate clinical trials aiming to treat acne lesion scarring, as well as other prevalent skin diseases, by detecting cutaneous blood flow and structural changes within human skin in vivo.
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Affiliation(s)
- Utku Baran
- Department of Bioengineering, University of Washington, Seattle, Washington; Department of Electrical Engineering, University of Washington, Seattle, Washington
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Baran U, Li Y, Choi WJ, Kalkan G, Wang RK. High resolution imaging of acne lesion development and scarring in human facial skin using OCT-based microangiography. Lasers Surg Med 2015. [PMID: 25740313 DOI: 10.1002/lsm.v47.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
BACKGROUND AND OBJECTIVE Acne is a common skin disease that often leads to scarring. Collagen and other tissue damage from the inflammation of acne give rise to permanent skin texture and microvascular changes. In this study, we demonstrate the capabilities of optical coherence tomography-based microangiography in detecting high-resolution, three-dimensional structural, and microvascular features of in vivo human facial skin during acne lesion initiation and scar development. MATERIALS AND METHODS A real time swept source optical coherence tomography system is used in this study to acquire volumetric images of human skin. The system operates on a central wavelength of 1,310 nm with an A-line rate of 100 kHz, and with an extended imaging range (∼12 mm in air). The system uses a handheld imaging probe to image acne lesion on a facial skin of a volunteer. We utilize optical microangiography (OMAG) technique to evaluate the changes in microvasculature and tissue structure. RESULTS Thanks to the high sensitivity of OMAG, we are able to image microvasculature up to capillary level and visualize the remodeled vessels around the acne lesion. Moreover, vascular density change derived from OMAG measurement is provided as an alternative biomarker for the assessment of human skin diseases. In contrast to other techniques like histology or microscopy, our technique made it possible to image 3D tissue structure and microvasculature up to 1.5 mm depth in vivo without the need of exogenous contrast agents. CONCLUSIONS The presented results are promising to facilitate clinical trials aiming to treat acne lesion scarring, as well as other prevalent skin diseases, by detecting cutaneous blood flow and structural changes within human skin in vivo.
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Affiliation(s)
- Utku Baran
- Department of Bioengineering, University of Washington, Seattle, Washington; Department of Electrical Engineering, University of Washington, Seattle, Washington
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Poole KM, McCormack DR, Patil CA, Duvall CL, Skala MC. Quantifying the vascular response to ischemia with speckle variance optical coherence tomography. BIOMEDICAL OPTICS EXPRESS 2014; 5:4118-30. [PMID: 25574425 PMCID: PMC4285592 DOI: 10.1364/boe.5.004118] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Revised: 10/16/2014] [Accepted: 10/29/2014] [Indexed: 05/18/2023]
Abstract
Longitudinal monitoring techniques for preclinical models of vascular remodeling are critical to the development of new therapies for pathological conditions such as ischemia and cancer. In models of skeletal muscle ischemia in particular, there is a lack of quantitative, non-invasive and long term assessment of vessel morphology. Here, we have applied speckle variance optical coherence tomography (OCT) methods to quantitatively assess vascular remodeling and growth in a mouse model of peripheral arterial disease. This approach was validated on two different mouse strains known to have disparate rates and abilities of recovering following induction of hind limb ischemia. These results establish the potential for speckle variance OCT as a tool for quantitative, preclinical screening of pro- and anti-angiogenic therapies.
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