1
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Yadem AC, Armstrong JN, Sarimollaoglu M, Kiki Massa C, Ndifo JM, Menyaev YA, Mbe A, Richards K, Wade M, Zeng Y, Chen R, Zhou Q, Meten E, Ntone R, Tchuedji YLGN, Ullah S, Galanzha EI, Eteki L, Gonsu HK, Biris A, Suen JY, Boum Y, Zharov VP, Parikh S. Noninvasive in vivo photoacoustic detection of malaria with Cytophone in Cameroon. Nat Commun 2024; 15:9228. [PMID: 39455558 PMCID: PMC11511992 DOI: 10.1038/s41467-024-53243-z] [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] [Received: 04/16/2024] [Accepted: 10/07/2024] [Indexed: 10/28/2024] Open
Abstract
Current malaria diagnostics are invasive, lack sensitivity, and rapid tests are plagued by deletions in target antigens. Here we introduce the Cytophone, an innovative photoacoustic flow cytometer platform with high-pulse-rate lasers and a focused ultrasound transducer array to noninvasively detect and identify malaria-infected red blood cells (iRBCs) using specific wave shapes, widths, and time delays generated from the absorbance of laser energy by hemozoin, a universal biomarker of malaria infection. In a population of Cameroonian adults with uncomplicated malaria, we assess our device for safety in a cross-sectional cohort (n = 10) and conduct a performance assessment in a longitudinal cohort (n = 20) followed for 30 ± 7 days after clearance of parasitemia. Longitudinal cytophone measurements are compared to point-of-care and molecular assays (n = 94). Cytophone is safe with 90% sensitivity, 69% specificity, and a receiver-operator-curve-area-under-the-curve (ROC-AUC) of 0.84, as compared to microscopy. ROC-AUCs of Cytophone, microscopy, and RDT compared to quantitative PCR are not statistically different from one another. The ability to noninvasively detect iRBCs in the bloodstream is a major advancement which offers the potential to rapidly identify both the large asymptomatic reservoir of infection, as well as diagnose symptomatic cases without the need for a blood sample.
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Affiliation(s)
| | | | - Mustafa Sarimollaoglu
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
- Department of Otolaryngology - Head and Neck Surgery, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, USA
| | | | | | - Yulian A Menyaev
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
- Department of Otolaryngology - Head and Neck Surgery, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, USA
| | - Anastasie Mbe
- Epicentre, Yaoundé, Cameroon
- University of Yaoundé I, Yaoundé, Cameroon
| | | | - Martina Wade
- Yale School of Public Health, New Haven, CT, USA
| | - Yushun Zeng
- Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
- Department of Ophthalmology, University of Southern California, Los Angeles, CA, USA
| | - Ruimin Chen
- Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
- Department of Ophthalmology, University of Southern California, Los Angeles, CA, USA
| | - Qifa Zhou
- Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
- Department of Ophthalmology, University of Southern California, Los Angeles, CA, USA
| | - Elvis Meten
- Epicentre, Yaoundé, Cameroon
- University of Yaoundé I, Yaoundé, Cameroon
| | | | | | - Safi Ullah
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
| | - Ekaterina I Galanzha
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
- Department of Otolaryngology - Head and Neck Surgery, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, USA
| | | | | | - Alexandru Biris
- Department of Applied Science & Center for Integrative Nanotechnology Sciences, University of Arkansas at Little Rock (UALR), Little Rock, AR, USA
| | - James Y Suen
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
- Department of Applied Science & Center for Integrative Nanotechnology Sciences, University of Arkansas at Little Rock (UALR), Little Rock, AR, USA
| | - Yap Boum
- Epicentre, Yaoundé, Cameroon
- University of Yaoundé I, Yaoundé, Cameroon
| | - Vladimir P Zharov
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA.
- Department of Otolaryngology - Head and Neck Surgery, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, USA.
| | - Sunil Parikh
- Yale School of Public Health, New Haven, CT, USA.
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Tahmasebi M, Alawneh Y, Miller J, Sewani A, Kayssi A, Dueck A, Wright G, Gu X, Tavallaei MA. The CathCam: A Novel Angioscopic Solution for Endovascular Interventions. Ann Biomed Eng 2023; 51:2812-2823. [PMID: 37561231 DOI: 10.1007/s10439-023-03344-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 07/31/2023] [Indexed: 08/11/2023]
Abstract
Peripheral arterial diseases are commonly managed with endovascular procedures, which often face limitations in device control and visualization under X-ray fluoroscopy guidance. In response, we developed the CathCam, an angioscope integrated into an expandable cable-driven parallel mechanism to enhance real-time visualization, precise device positioning and catheter support for successful plaque crossing. The primary objective of this study was to assess and compare the performance of the novel CathCam with respect to conventional catheters and the CathPilot (i.e., CathCam without the angioscope), for applications in crossing chronic total occlusions (CTO). We first assessed the system in 3D-printed phantom models, followed by an ex vivo evaluation with CTO samples from a patient's superficial femoral artery. We measured and compared success rates, crossing times, and fluoroscopy times in both experiments. The CathCam demonstrated a 100% success rate in phantom experiments and a 75% success rate in ex vivo experiments with CTO samples, compared to conventional catheters, with 35% and 25% success rates, respectively. The average crossing times for the CathCam and the conventional catheter were 31 s and 502 s for the phantom experiments and 210 s and 511 s for the actual CTO lesions. The Cathcam also showed to be a reliable endovascular imaging approach in an in vivo experiment. Compared to conventional catheters, the CathCam significantly increased the success rate and reduced crossing and fluoroscopy times in both phantom and ex vivo setups. CathCam can potentially improve clinical outcomes for minimally invasive endovascular interventions by offering high-resolution real-time imaging alongside accurate device control.
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Affiliation(s)
- Mohammadmahdi Tahmasebi
- Faculty of Engineering and Architectural Science, Toronto Metropolitan University (Formerly Ryerson University), Toronto, ON, Canada
- Schulich Heart Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Yara Alawneh
- Faculty of Engineering and Architectural Science, Toronto Metropolitan University (Formerly Ryerson University), Toronto, ON, Canada
- Schulich Heart Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Jacob Miller
- Faculty of Engineering and Architectural Science, Toronto Metropolitan University (Formerly Ryerson University), Toronto, ON, Canada
- Schulich Heart Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Alykhan Sewani
- Faculty of Engineering and Architectural Science, Toronto Metropolitan University (Formerly Ryerson University), Toronto, ON, Canada
- Schulich Heart Research Program, Sunnybrook Research Institute, Toronto, ON, Canada
| | - Ahmed Kayssi
- Department of Vascular Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| | - Andrew Dueck
- Department of Vascular Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| | - Graham Wright
- Department of Vascular Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| | - Xijia Gu
- Faculty of Engineering and Architectural Science, Toronto Metropolitan University (Formerly Ryerson University), Toronto, ON, Canada
- Department of ECBE, Toronto Metropolitan University, 350 Victoria St., Toronto, ON, M5B 2K3, Canada
| | - M Ali Tavallaei
- Faculty of Engineering and Architectural Science, Toronto Metropolitan University (Formerly Ryerson University), Toronto, ON, Canada.
- University of Toronto, Toronto, ON, Canada.
- Schulich Heart Research Program, Sunnybrook Research Institute, Toronto, ON, Canada.
- Department of ECBE, Toronto Metropolitan University, 350 Victoria St., Toronto, ON, M5B 2K3, Canada.
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3
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Pang K, Dong S, Zhu Y, Zhu X, Zhou Q, Gu B, Jin W, Zhang R, Fu Y, Yu B, Sun D, Duanmu Z, Wei X. Advanced flow cytometry for biomedical applications. JOURNAL OF BIOPHOTONICS 2023; 16:e202300135. [PMID: 37263969 DOI: 10.1002/jbio.202300135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/29/2023] [Accepted: 05/30/2023] [Indexed: 06/03/2023]
Abstract
Flow cytometry (FC) is a versatile tool with excellent capabilities to detect and measure multiple characteristics of a population of cells or particles. Notable advancements in in vivo photoacoustic FC, coherent Raman FC, microfluidic FC, and so on, have been achieved in the last two decades, which endows FC with new functions and expands its applications in basic research and clinical practice. Advanced FC broadens the tools available to researchers to conduct research involving cancer detection, microbiology (COVID-19, HIV, bacteria, etc.), and nucleic acid analysis. This review presents an overall picture of advanced flow cytometers and provides not only a clear understanding of their mechanisms but also new insights into their practical applications. We identify the latest trends in this area and aim to raise awareness of advanced techniques of FC. We hope this review expands the applications of FC and accelerates its clinical translation.
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Affiliation(s)
- Kai Pang
- School of Instrument Science and Opto-Electronics Engineering of Beijing Information Science & Technology University, Beijing, China
| | - Sihan Dong
- Institute of Medical Technology, Peking University Health Science Center, Beijing, China
| | - Yuxi Zhu
- School of Instrument Science and Opto-Electronics Engineering of Beijing Information Science & Technology University, Beijing, China
| | - Xi Zhu
- Med-X Research Institute and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Quanyu Zhou
- Med-X Research Institute and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Bobo Gu
- Med-X Research Institute and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Wei Jin
- International Cancer Institute, Peking University, Beijing, China
| | - Rui Zhang
- Institute of Medical Technology, Peking University Health Science Center, Beijing, China
| | - Yuting Fu
- Institute of Medical Technology, Peking University Health Science Center, Beijing, China
| | - Bingchen Yu
- School of Instrument Science and Opto-Electronics Engineering of Beijing Information Science & Technology University, Beijing, China
| | - Da Sun
- School of Instrument Science and Opto-Electronics Engineering of Beijing Information Science & Technology University, Beijing, China
| | - Zheng Duanmu
- School of Instrument Science and Opto-Electronics Engineering of Beijing Information Science & Technology University, Beijing, China
| | - Xunbin Wei
- International Cancer Institute, Peking University, Beijing, China
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Towards rainbow portable Cytophone with laser diodes for global disease diagnostics. Sci Rep 2022; 12:8671. [PMID: 35606373 PMCID: PMC9126638 DOI: 10.1038/s41598-022-11452-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 04/18/2022] [Indexed: 11/08/2022] Open
Abstract
In vivo, Cytophone has demonstrated the capability for the early diagnosis of cancer, infection, and cardiovascular disorders through photoacoustic detection of circulating disease markers directly in the bloodstream with an unprecedented 1,000-fold improvement in sensitivity. Nevertheless, a Cytophone with higher specificity and portability is urgently needed. Here, we introduce a novel Cytophone platform that integrates a miniature multispectral laser diode array, time-color coding, and high-speed time-resolved signal processing. Using two-color (808 nm/915 nm) laser diodes, we demonstrated spectral identification of white and red clots, melanoma cells, and hemozoin in malaria-infected erythrocytes against a blood background and artifacts. Data from a Plasmodium yoelii murine model and cultured human P. falciparum were verified in vitro with confocal photothermal and fluorescent microscopy. With these techniques, we detected infected cells within 4 h after invasion, which makes hemozoin promising as a spectrally selective marker at the earliest stages of malaria progression. Along with the findings from our previous application of Cytophone with conventional lasers for the diagnosis of melanoma, bacteremia, sickle anemia, thrombosis, stroke, and abnormal hemoglobin forms, this current finding suggests the potential for the development of a portable rainbow Cytophone with multispectral laser diodes for the identification of these and other diseases.
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5
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Cabrelli LC, Uliana JH, da Cruz Junior LB, Bachmann L, Carneiro AAO, Pavan TZ. Glycerol-in-SEBS gel as a material to manufacture stable wall-less vascular phantom for ultrasound and photoacoustic imaging. Biomed Phys Eng Express 2021; 7. [PMID: 34496358 DOI: 10.1088/2057-1976/ac24d6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 09/08/2021] [Indexed: 11/12/2022]
Abstract
Styrene-ethylene/butylene-styrene (SEBS) copolymer-in-mineral oil gel is an appropriate tissue-mimicking material to manufacture stable phantoms for ultrasound and photoacoustic imaging. Glycerol dispersion has been proposed to further tune the acoustic properties and to incorporate hydrophilic additives into SEBS gel. However, this type of material has not been investigated to produce wall-less vascular flow phantom for these imaging modalities. In this paper, the development of a wall-less vascular phantom for ultrasound and photoacoustic imaging is reported. Mixtures of glycerol/TiO2-in-SEBS gel samples were manufactured at different proportions of glycerol (10%, 15%, and 20%) and TiO2(0% to 0.5%) to characterize their optical and acoustic properties. Optical absorption in the 500-950 nm range was independent of the amount of glycerol and TiO2, while optical scattering increased linearly with the concentration of TiO2. Acoustic attenuation and speed of sound were not influenced by the presence of TiO2. The sample manufactured using weight percentages of 10% SEBS, 15% glycerol, and 0.2% TiO2was selected to make the vascular phantom. The phantom proved to be stable during the pulsatile blood-mimicking fluid (BMF) flow, without any observed damage to its structure or leaks. Ultrasound color Doppler images showed a typical laminar flow, while the B-mode images showed a homogeneous speckled pattern due to the presence of the glycerol droplets in the gel. The photoacoustic images of the phantom showed a well-defined signal coming from the surface of the phantom and from the vessels where BMF was flowing. The Spearman's correlations between the photoacoustic and tabulated spectra calculated from the regions containing BMF, in this case a mixture of salt solutions (NiCl2and CuSO4), were higher than 0.95. Our results demonstrated that glycerol-in-SEBS gel was an adequate material to make a stable vascular flow phantom for ultrasound photoacoustic imaging.
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Affiliation(s)
- Luciana C Cabrelli
- Departamento de Física, FFCLRP, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Joao H Uliana
- Departamento de Física, FFCLRP, Universidade de São Paulo, Ribeirão Preto, Brazil
| | | | - Luciano Bachmann
- Departamento de Física, FFCLRP, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Antonio A O Carneiro
- Departamento de Física, FFCLRP, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Theo Z Pavan
- Departamento de Física, FFCLRP, Universidade de São Paulo, Ribeirão Preto, Brazil
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6
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Yang X, Chen YH, Xia F, Sawan M. Photoacoustic imaging for monitoring of stroke diseases: A review. PHOTOACOUSTICS 2021; 23:100287. [PMID: 34401324 PMCID: PMC8353507 DOI: 10.1016/j.pacs.2021.100287] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 07/02/2021] [Accepted: 07/16/2021] [Indexed: 05/14/2023]
Abstract
Stroke is the leading cause of death and disability after ischemic heart disease. However, there is lacking a non-invasive long-time monitoring technique for stroke diagnosis and therapy. The photoacoustic imaging approach reconstructs images of an object based on the energy excitation by optical absorption and its conversion to acoustic waves, due to corresponding thermoelastic expansion, which has optical resolution and acoustic propagation. This emerging functional imaging method is a non-invasive technique. Due to its precision, this method is particularly attractive for stroke monitoring purpose. In this paper, we review the achievements of this technology and its applications on stroke, as well as the development status in both animal and human applications. Also, various photoacoustic systems and multi-modality photoacoustic imaging are introduced as for potential clinical applications. Finally, the challenges of photoacoustic imaging for monitoring stroke are discussed.
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Affiliation(s)
- Xi Yang
- Zhejiang University, Hangzhou, 310024, Zhejiang, China
- CenBRAIN Lab., School of Engineering, Westlake University, Hangzhou, 310024, Zhejiang, China
- Institute of Advanced Technology, Westlake Institute for Advanced Study, Hangzhou, 310024, Zhejiang, China
| | - Yun-Hsuan Chen
- CenBRAIN Lab., School of Engineering, Westlake University, Hangzhou, 310024, Zhejiang, China
- Institute of Advanced Technology, Westlake Institute for Advanced Study, Hangzhou, 310024, Zhejiang, China
| | - Fen Xia
- Zhejiang University, Hangzhou, 310024, Zhejiang, China
- CenBRAIN Lab., School of Engineering, Westlake University, Hangzhou, 310024, Zhejiang, China
- Institute of Advanced Technology, Westlake Institute for Advanced Study, Hangzhou, 310024, Zhejiang, China
| | - Mohamad Sawan
- CenBRAIN Lab., School of Engineering, Westlake University, Hangzhou, 310024, Zhejiang, China
- Institute of Advanced Technology, Westlake Institute for Advanced Study, Hangzhou, 310024, Zhejiang, China
- Corresponding author at: CenBRAIN Lab., School of Engineering, Westlake University, Hangzhou, 310024, Zhejiang, China.
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7
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Kozlova A, Bratashov D, Grishin O, Abdurashitov A, Prikhozhdenko E, Verkhovskii R, Shushunova N, Shashkov E, Zharov VP, Inozemtseva O. Dynamic blood flow phantom for in vivo liquid biopsy standardization. Sci Rep 2021; 11:1185. [PMID: 33441866 PMCID: PMC7806591 DOI: 10.1038/s41598-020-80487-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 12/21/2020] [Indexed: 01/29/2023] Open
Abstract
In vivo liquid biopsy, especially using the photoacoustic (PA) method, demonstrated high clinical potential for early diagnosis of deadly diseases such as cancer, infections, and cardiovascular disorders through the detection of rare circulating tumor cells (CTCs), bacteria, and clots in the blood background. However, little progress has been made in terms of standardization of these techniques, which is crucial to validate their high sensitivity, accuracy, and reproducibility. In the present study, we addressed this important demand by introducing a dynamic blood vessel phantom with flowing mimic normal and abnormal cells. The light transparent silica microspheres were used as white blood cells and platelets phantoms, while hollow polymeric capsules, filled with hemoglobin and melanin, reproduced red blood cells and melanoma CTCs, respectively. These phantoms were successfully used for calibration of the PA flow cytometry platform with high-speed signal processing. The results suggest that these dynamic cell flow phantoms with appropriate biochemical, optical, thermal, and acoustic properties can be promising for the establishment of standardization tool for calibration of PA, fluorescent, Raman, and other detection methods of in vivo flow cytometry and liquid biopsy.
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Affiliation(s)
- Anastasiia Kozlova
- grid.446088.60000 0001 2179 0417Saratov State University, Saratov, Russia
| | - Daniil Bratashov
- grid.446088.60000 0001 2179 0417Saratov State University, Saratov, Russia
| | - Oleg Grishin
- grid.446088.60000 0001 2179 0417Saratov State University, Saratov, Russia
| | - Arkadii Abdurashitov
- grid.454320.40000 0004 0555 3608Skolkovo Institute of Science and Technology, Skolkovo Innovation Center, Moscow, Russia
| | | | - Roman Verkhovskii
- grid.446088.60000 0001 2179 0417Saratov State University, Saratov, Russia
| | - Natalia Shushunova
- grid.446088.60000 0001 2179 0417Saratov State University, Saratov, Russia
| | - Evgeny Shashkov
- grid.424964.90000 0004 0637 9699Prokhorov General Physics Institute of RAS, Moscow, Russia
| | - Vladimir P. Zharov
- grid.241054.60000 0004 4687 1637University of Arkansas for Medical Sciences, Little Rock, AR USA
| | - Olga Inozemtseva
- grid.446088.60000 0001 2179 0417Saratov State University, Saratov, Russia
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8
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Sangha GS, Goergen CJ. Label-free photoacoustic and ultrasound imaging for murine atherosclerosis characterization. APL Bioeng 2020; 4:026102. [PMID: 32266325 PMCID: PMC7127913 DOI: 10.1063/1.5142728] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 03/09/2020] [Indexed: 12/24/2022] Open
Abstract
Dual-modality photoacoustic tomography (PAT) and 4D ultrasound (4DUS) imaging have shown promise for cardiovascular applications, but their use in murine atherosclerosis imaging is limited. This study used PAT and 4DUS to correlate altered arterial strain and hemodynamics to morphological changes and lipid localization in a murine partial carotid ligation (PCL) model of atherosclerosis. Validation experiments showed a positive correlation between the PAT signal-to-noise ratio and plaque lipid composition obtained from oil-red O histology. Cross-sectional in situ PAT and longitudinal in vivo ultrasound imaging was performed using a 40 MHz transducer. Ultrasound timepoints included days 0, 1, 4, 7, 10, and 14 for hemodynamic and strain assessment, and 1100 nm and 1210 nm PAT was implemented at the study end point for hemoglobin and lipid characterization. These study groups were then separated into day 4 post-PCL with (n = 5) and without (n = 6) Western diet feeding, as well as days 7 (n = 8), 10 (n = 8), and 14 (n = 8) post-PCL, in addition to a sham control group on a Western diet (n = 5). Overall, our data revealed a substantial decrease in left carotid artery pulsatility by day 7. The hemodynamic results suggested greater disturbed flow in the caudal regions resulting in earlier vessel stenosis and greater lipid deposition than cranial regions. Morphological and compositional data revealed heterogeneous vascular remodeling between days 0 and 7, with a rapid decrease in the vessel volume/length and the presence of both intraplaque hematoma and lipid deposition at day 10 post-PCL. These results highlight the utility of utilizing dual-modality PAT and 4DUS to study atherosclerosis progression.
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Affiliation(s)
- Gurneet S Sangha
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Dr., West Lafayette, Indiana 47907, USA
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Galanzha EI, Menyaev YA, Yadem AC, Sarimollaoglu M, Juratli MA, Nedosekin DA, Foster SR, Jamshidi-Parsian A, Siegel ER, Makhoul I, Hutchins LF, Suen JY, Zharov VP. In vivo liquid biopsy using Cytophone platform for photoacoustic detection of circulating tumor cells in patients with melanoma. Sci Transl Med 2019; 11:11/496/eaat5857. [PMID: 31189720 DOI: 10.1126/scitranslmed.aat5857] [Citation(s) in RCA: 88] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 03/01/2019] [Accepted: 05/22/2019] [Indexed: 12/22/2022]
Abstract
Most cancer deaths arise from metastases as a result of circulating tumor cells (CTCs) spreading from the primary tumor to vital organs. Despite progress in cancer prognosis, the role of CTCs in early disease diagnosis is unclear because of the low sensitivity of CTC assays. We demonstrate the high sensitivity of the Cytophone technology using an in vivo photoacoustic flow cytometry platform with a high pulse rate laser and focused ultrasound transducers for label-free detection of melanin-bearing CTCs in patients with melanoma. The transcutaneous delivery of laser pulses via intact skin to a blood vessel results in the generation of acoustic waves from CTCs, which are amplified by vapor nanobubbles around intrinsic melanin nanoclusters. The time-resolved detection of acoustic waves using fast signal processing algorithms makes photoacoustic data tolerant to skin pigmentation and motion. No CTC-associated signals within established thresholds were identified in 19 healthy volunteers, but 27 of 28 patients with melanoma displayed signals consistent with single, clustered, and likely rolling CTCs. The detection limit ranged down to 1 CTC/liter of blood, which is ~1000 times better than in preexisting assays. The Cytophone could detect individual CTCs at a concentration of ≥1 CTC/ml in 20 s and could also identify clots and CTC-clot emboli. The in vivo results were verified with six ex vivo methods. These data suggest the potential of in vivo blood testing with the Cytophone for early melanoma screening, assessment of disease recurrence, and monitoring of the physical destruction of CTCs through real-time CTC counting.
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Affiliation(s)
- Ekaterina I Galanzha
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
- Laboratory of Biomedical Photoacoustics, Saratov State University, 83 Astrakhanskaya Street, Saratov, 410012, Russia
| | - Yulian A Menyaev
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
| | - Aayire C Yadem
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
- Department of Applied Science (Physics), University of Arkansas at Little Rock, 2801 South University Avenue, Little Rock, AR 72204, USA
| | - Mustafa Sarimollaoglu
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
- Laboratory of Biomedical Photoacoustics, Saratov State University, 83 Astrakhanskaya Street, Saratov, 410012, Russia
| | - Mazen A Juratli
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
- Department of General and Visceral Surgery, University Hospital of Frankfurt, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany
| | - Dmitry A Nedosekin
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
| | - Stephen R Foster
- Institute of Aging, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
| | - Azemat Jamshidi-Parsian
- Department of Radiation Oncology, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
| | - Eric R Siegel
- Department of Biostatistics, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
| | - Issam Makhoul
- Division of Hematology Oncology, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
| | - Laura F Hutchins
- Division of Hematology Oncology, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
| | - James Y Suen
- Department of Otolaryngology-Head and Neck Surgery, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
| | - Vladimir P Zharov
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA.
- Laboratory of Biomedical Photoacoustics, Saratov State University, 83 Astrakhanskaya Street, Saratov, 410012, Russia
- Department of Otolaryngology-Head and Neck Surgery, University of Arkansas for Medical Sciences, 4301 West Markham Street, Little Rock, AR 72205, USA
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10
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Juratli MA, Menyaev YA, Sarimollaoglu M, Melerzanov AV, Nedosekin DA, Culp WC, Suen JY, Galanzha EI, Zharov VP. Noninvasive label-free detection of circulating white and red blood clots in deep vessels with a focused photoacoustic probe. BIOMEDICAL OPTICS EXPRESS 2018; 9:5667-5677. [PMID: 30460154 PMCID: PMC6238938 DOI: 10.1364/boe.9.005667] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 09/24/2018] [Accepted: 10/04/2018] [Indexed: 05/03/2023]
Abstract
Blood clotting is a serious clinical complication of many medical procedures and disorders including surgery, catheterization, transplantation, extracorporeal circuits, infections, and cancer. This complication leads to high patient morbidity and mortality due to clot-induced pulmonary embolism, stroke, and in some cases heart attack. Despite the clear medical significance, little progress has been made in developing the methods for detection of circulating blood clots (CBCs), also called emboli. We recently demonstrated the application of in vivo photoacoustic (PA) flow cytometry (PAFC) with unfocused ultrasound transducers for detection of CBCs in small vessels in a mouse model. In the current study, we extend applicability of PAFC for detection of CBCs in relatively large (1.5-2 mm) and deep (up to 5-6 mm) blood vessels in rat and rabbit models using a high pulse rate 1064 nm laser and focused ultrasound transducer with a central hole for an optic fiber. Employing phantoms and chemical activation of clotting, we demonstrated PA identification of white, red, and mixed CBCs producing negative, positive, and mixed PA contrast in blood background, respectively. We confirmed that PAFC can detect both red and white CBCs induced by microsurgical procedures, such as a needle or catheter insertion, as well as stroke modeled by injection of artificial clots. Our results show great potential for a PAFC diagnostic platform with a wearable PA fiber probe for diagnosis of thrombosis and embolism in vivo that is impossible with existing techniques.
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Affiliation(s)
- Mazen A Juratli
- Department of General and Visceral Surgery, University Hospital Frankfurt, Goethe-University, Frankfurt am Main, 60323, Germany
| | - Yulian A Menyaev
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR 72205, USA
| | - Mustafa Sarimollaoglu
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR 72205, USA
| | | | - Dmitry A Nedosekin
- Department of General and Visceral Surgery, University Hospital Frankfurt, Goethe-University, Frankfurt am Main, 60323, Germany
| | - William C Culp
- Department of Radiology, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR 72205, USA
| | - James Y Suen
- Department of Otolaryngology, Head and Neck Surgery, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR 72205, USA
| | - Ekaterina I Galanzha
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR 72205, USA
- Laboratory of Biomedical Photoacoustics, Saratov State University, 83, Astrakhanskaya St., Saratov, 410012, Russia
| | - Vladimir P Zharov
- Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR 72205, USA
- Laboratory of Biomedical Photoacoustics, Saratov State University, 83, Astrakhanskaya St., Saratov, 410012, Russia
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