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Wang B, Zhang MK, Zhou MP, Liu Y, Li N, Liu G, Wang ZL. Logistic Regression Analysis of Conventional Ultrasound, and Contrast-Enhanced Ultrasound Characteristics: Is It Helpful in Differentiating Benign and Malignant Superficial Lymph Nodes? JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2022; 41:343-353. [PMID: 33792978 DOI: 10.1002/jum.15711] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 03/07/2021] [Accepted: 03/17/2021] [Indexed: 06/12/2023]
Abstract
OBJECTIVES This study aimed to screen the significant sonographic features for differentiation of benign and malignant superficial lymph nodes (LNs) by logistic regression analysis and fit a model to diagnose LNs. METHODS A total of 204 pathological LNs were analyzed retrospectively. All the LNs underwent conventional ultrasound (US) and contrast-enhanced ultrasound (CEUS) examinations. A total of 16 suspicious sonographic features were used to assess LNs. All variables that were statistically related to the diagnosis of LNs were included in the logistic regression analysis in order to ascertain the significant features of diagnosing LNs, and to establish a logistic regression analysis model. RESULTS The significant features in the logistic regression analysis model of diagnosing malignant LNs were absence of echogenic hilus, age, and absence of hilum after enhancement. According to the results of logistic regression analysis, the formula to predict whether LNs were malignant was established. The area under the receiver operating curve (ROC) was 0.908 and the accuracy, sensitivity, and specificity were 85.0%, 92.9%, and 85.3%, respectively. CONCLUSION The logistic regression model for the significant sonographic features of conventional US and CEUS is an effective and accurate diagnostic tool for differentiating malignant and benign LNs.
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Affiliation(s)
- Bo Wang
- Department of Ultrasound, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Meng Ke Zhang
- Department of Ultrasound, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Mao Ping Zhou
- Department of Ultrasound, Affiliated Hospital of Qingdao University, Qingdao City, China
| | - Yuan Liu
- Department of Ultrasound, Fifth Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Nan Li
- Department of Ultrasound, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Gang Liu
- Department of Radiology, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Zhi Li Wang
- Department of Ultrasound, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
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2
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Schultz CW, Ruiz de Garibay G, Langer A, Liu JB, Dhir T, Leitch C, Wessner CE, Mayoral M, Zhang B, Popa M, Huang C, Kotopoulis S, Luo X, Zhen Y, Niu S, Torkzaban M, Wallace K, Eisenbrey JR, Brody JR, McCormack E, Forsberg F. Selecting the optimal parameters for sonoporation of pancreatic cancer in a pre-clinical model. Cancer Biol Ther 2021; 22:204-215. [PMID: 33691611 DOI: 10.1080/15384047.2021.1881026] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers in the modern world, in part due to poor delivery of chemotherapeutics. Sonoporation can be used to enhance the efficacy of standard of care therapies for PDAC. Using xenograft models of PDAC we investigate sonoporation using four ifferent ultrasound contrast agents (UCAs) and two ultrasound regimens to identify the ideal parameters to increase therapeutic efficacy. MIA-PaCa2 xenografts in over 175 immunodeficient mice were treated with gemcitabine and paclitaxel and subjected to low or high power ultrasound (60 and 200 mW/cm2 respectively) in conjunction with one of four different UCAs. The UCAs investigated were Definity®, SonoVue®, Optison™ or Sonazoid™. Tumor volumes, vascularity, hemoglobin, and oxygenation were measured and compared to controls. High power treatment in conjunction with Sonazoid sonoporation led to significantly smaller tumors when started early (tumors ~50mm3; p = .0105), while no UCAs significantly increased efficacy in the low power cohort. This trend was also found in larger tumors (~250mm3) where all four UCA agents significantly increased therapeutic efficacy in the high power group (p < .01), while only Definity and SonoVue increased efficacy in the low power cohort (p < .03). Overall, the higher power ultrasound treatment modality was more consistently effective at decreasing tumor volume and increasing vascularity characteristics. In conclusion, Sonazoid was the most consistently effective UCA at decreasing tumor volume and increasing vascularity. Thus, we are pursuing a larger phase II clinical trial to validate the increased efficacy of sonoporation in conjunction with chemotherapy in PDAC patients.
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Affiliation(s)
| | | | - Anika Langer
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Ji-Bin Liu
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Teena Dhir
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Calum Leitch
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Corinne E Wessner
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Mireia Mayoral
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Bo Zhang
- Department of Ultrasound, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Mihaela Popa
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Chunwang Huang
- Department of Echocardiography, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Spiros Kotopoulis
- Department of Clinical Medicine, University of Bergen, Bergen, Norway.,Department of Ultrasound, National Center for Ultrasound in Gastroenterology, Haukeland University Hospital, Bergen, Norway
| | | | - Yanhua Zhen
- Department of Ultrasound, Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Sihua Niu
- Department of Ultrasound, Peking University People's Hospital, Beijing, China
| | - Mehnoosh Torkzaban
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | | | - John R Eisenbrey
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Jonathan R Brody
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Emmet McCormack
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Flemming Forsberg
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
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3
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Karmacharya MB, Sultan LR, Sehgal CM. Photoacoustic monitoring of oxygenation changes induced by therapeutic ultrasound in murine hepatocellular carcinoma. Sci Rep 2021; 11:4100. [PMID: 33603035 PMCID: PMC7893035 DOI: 10.1038/s41598-021-83439-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 02/01/2021] [Indexed: 02/08/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is a highly vascular solid tumor. We have previously shown that ultrasound (US) therapy significantly reduces tumor vascularity. This study monitors US-induced changes in tumor oxygenation on murine HCC by photoacoustic imaging (PAI). Oxygen saturation and total hemoglobin were assessed by PAI before and after US treatments performed at different intensities of continuous wave (CW) bursts and pulsed wave (PW) bursts US. PAI revealed significant reduction both in HCC oxygen saturation and in total hemoglobin, proportional to the US intensity. Both CW bursts US (1.6 W/cm2) and the PW bursts US (0.8 W/cm2) significantly reduced HCC oxygen saturation and total hemoglobin which continued to diminish with time following the US treatment. The effects of US therapy were confirmed by power Doppler and histological examination of the hemorrhage in tumors. By each measure, the changes observed in US-treated HCC were more prevalent than those in sham-treated tumors and were statistically significant. In conclusion, the results show that US is an effective vascular-targeting therapy for HCC. The changes in oxygenation induced by the US treatment can be noninvasively monitored longitudinally by PAI without the use of exogenous image-enhancing agents. The combined use of PAI and the therapeutic US has potential for image-guided vascular therapy for HCC.
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Affiliation(s)
- Mrigendra B Karmacharya
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, Philadelphia, PA, 19104, USA
| | - Laith R Sultan
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, Philadelphia, PA, 19104, USA
| | - Chandra M Sehgal
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, Philadelphia, PA, 19104, USA.
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4
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Wang S, Zhao Y, Xu Y. Recent advances in applications of multimodal ultrasound-guided photoacoustic imaging technology. Vis Comput Ind Biomed Art 2020; 3:24. [PMID: 33083889 PMCID: PMC7575676 DOI: 10.1186/s42492-020-00061-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 10/02/2020] [Indexed: 12/28/2022] Open
Abstract
Photoacoustic imaging (PAI) is often performed simultaneously with ultrasound imaging and can provide functional and cellular information regarding the tissues in the anatomical markers of the imaging. This paper describes in detail the basic principles of photoacoustic/ultrasound (PA/US) imaging and its application in recent years. It includes near-infrared-region PA, photothermal, photodynamic, and multimode imaging techniques. Particular attention is given to the relationship between PAI and ultrasonic imaging; the latest high-frequency PA/US imaging of small animals, which involves not only B-mode, but also color Doppler mode, power Doppler mode, and nonlinear imaging mode; the ultrasonic model combined with PAI, including the formation of multimodal imaging; the preclinical imaging methods; and the most effective detection methods for clinical research for the future.
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Affiliation(s)
- Shanshan Wang
- VisualSonics Business Department, FUJIFILM (China) Investment Co. Ltd., Beijing, 100026, China.
| | - Yunfeng Zhao
- VisualSonics Business Department, FUJIFILM (China) Investment Co. Ltd., Shanghai, 200120, China
| | - Ye Xu
- VisualSonics Business Department, FUJIFILM (China) Investment Co. Ltd., Shanghai, 200120, China
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5
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In vivo longitudinal and multimodal imaging of hypoxia-inducible factor 1α and angiogenesis in breast cancer. Chin Med J (Engl) 2020; 133:205-211. [PMID: 31904728 PMCID: PMC7028170 DOI: 10.1097/cm9.0000000000000616] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Background Angiogenesis and hypoxia-inducible factor 1α (HIF-1α) play major roles in solid tumors. This study aimed to establish a longitudinal and multimodal imaging model for in vivo evaluation of HIF1α and angiogenesis in breast cancer. Methods By transfection of a 5 hypoxia-responsive element (HRE)/green fluorescent protein (GFP) plasmid, the cell line Ca761-hre-gfp was established, which emitted green fluorescence triggered by HIF-1α under hypoxia. The cells were subjected to CoCl2-simulated hypoxia to confirm the imaging strategy. We grew Ca761-hre-gfp cells in the left rear flanks of twelve 615 mice. Experiments were conducted on days 4, 9, 15, and 19. For in vivo analysis, Ca761-hre-gfp subcutaneous allografted tumors were imaged in vivo using contrast-enhanced ultrasound (CEUS) and fluorescence imaging (FLI) during tumor development. The tumor size, CEUS peak intensity, and FLI photons were measured to evaluate tumor growth, angiogenesis, and HIF-1α activity, respectively. After each experiment, three mice were randomly sacrificed and tumor specimens were collected to examine HIF-1α activity and the microvessel density (MVD). Results In vitro, both green fluorescence and HIF-1α expression were detected in Ca761-hre-gfp cells treated with CoCl2, indicating the suitability of the cells to detect HIF-1α activity. In vivo, HIF-1α activity first increased and then decreased, which was significantly correlated with angiogenic changes (r = 0.803, P = 0.005). These changes were confirmed by immunohistochemical staining of HIF-1α and MVD. Conclusions The findings validated the Ca761-hre-gfp murine allograft model for reliable evaluation of HIF-1α activity and angiogenesis longitudinally using both molecular and pre-clinical non-invasive imaging modalities. The cell line may be useful for studies of anti-HIF pathway therapies.
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Photoacoustic Imaging for Assessing Tissue Oxygenation Changes in Rat Hepatic Fibrosis. Diagnostics (Basel) 2020; 10:diagnostics10090705. [PMID: 32957666 PMCID: PMC7555416 DOI: 10.3390/diagnostics10090705] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/18/2020] [Accepted: 09/11/2020] [Indexed: 12/29/2022] Open
Abstract
Chronic liver inflammation progressively evokes fibrosis and cirrhosis resulting in compromised liver function, and often leading to cancer. Early diagnosis and staging of fibrosis is crucial because the five-year survival rate of early-stage liver cancer is high. This study investigates the progression of hepatic fibrosis induced in rats following ingestion of diethylnitrosamine (DEN). Changes in oxygen saturation and hemoglobin concentration resulting from chronic inflammation were assayed longitudinally during DEN ingestion by photoacoustic imaging (PAI). Accompanying liver tissue changes were monitored simultaneously by B-mode sonographic imaging. Oxygen saturation and hemoglobin levels in the liver increased over 5 weeks and peaked at 10 weeks before decreasing at 13 weeks of DEN ingestion. The oxygenation changes were accompanied by an increase in hepatic echogenicity and coarseness in the ultrasound image. Histology at 13 weeks confirmed the development of severe fibrosis and cirrhosis. The observed increase in PA signal representing enhanced blood oxygenation is likely an inflammatory physiological response to the dietary DEN insult that increases blood flow by the development of neovasculature to supply oxygen to a fibrotic liver during the progression of hepatic fibrosis. Assessment of oxygenation by PAI may play an important role in the future assessment of hepatic fibrosis.
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7
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Bellary A, Villarreal A, Eslami R, Undseth QJ, Lec B, Defnet AM, Bagrodia N, Kandel JJ, Borden MA, Shaikh S, Chopra R, Laetsch TW, Delaney LJ, Shaw CM, Eisenbrey JR, Hernandez SL, Sirsi SR. Perfusion-guided sonopermeation of neuroblastoma: a novel strategy for monitoring and predicting liposomal doxorubicin uptake in vivo. Theranostics 2020; 10:8143-8161. [PMID: 32724463 PMCID: PMC7381728 DOI: 10.7150/thno.45903] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 06/03/2020] [Indexed: 12/31/2022] Open
Abstract
Neuroblastoma (NB) is the most common extracranial solid tumor in infants and children, and imposes significant morbidity and mortality in this population. The aggressive chemoradiotherapy required to treat high-risk NB results in survival of less than 50%, yet is associated with significant long-term adverse effects in survivors. Boosting efficacy and reducing morbidity are therefore key goals of treatment for affected children. We hypothesize that these may be achieved by developing strategies that both focus and limit toxic therapies to the region of the tumor. One such strategy is the use of targeted image-guided drug delivery (IGDD), which is growing in popularity in personalized therapy to simultaneously improve on-target drug deposition and assess drug pharmacodynamics in individual patients. IGDD strategies can utilize a variety of imaging modalities and methods of actively targeting pharmaceutical drugs, however in vivo imaging in combination with focused ultrasound is one of the most promising approaches already being deployed for clinical applications. Over the last two decades, IGDD using focused ultrasound with "microbubble" ultrasound contrast agents (UCAs) has been increasingly explored as a method of targeting a wide variety of diseases, including cancer. This technique, known as sonopermeation, mechanically augments vascular permeability, enabling increased penetration of drugs into target tissue. However, to date, methods of monitoring the vascular bioeffects of sonopermeation in vivo are lacking. UCAs are excellent vascular probes in contrast-enhanced ultrasound (CEUS) imaging, and are thus uniquely suited for monitoring the effects of sonopermeation in tumors. Methods: To monitor the therapeutic efficacy of sonopermeation in vivo, we developed a novel system using 2D and 3D quantitative contrast-enhanced ultrasound imaging (qCEUS). 3D tumor volume and contrast enhancement was used to evaluate changes in blood volume during sonopermeation. 2D qCEUS-derived time-intensity curves (TICs) were used to assess reperfusion rates following sonopermeation therapy. Intratumoral doxorubicin (and liposome) uptake in NB was evalauted ex vivo along with associated vascular changes. Results: In this study, we demonstrate that combining focused ultrasound therapy with UCAs can significantly enhance chemotherapeutic payload to NB in an orthotopic xenograft model, by improving delivery and tumoral uptake of long-circulating liposomal doxorubicin (L-DOX) nanoparticles. qCEUS imaging suggests that changes in flow rates are highly sensitive to sonopermeation and could be used to monitor the efficacy of treatment in vivo. Additionally, initial tumor perfusion may be a good predictor of drug uptake during sonopermeation. Following sonopermeation treatment, vascular biomarkers show increased permeability due to reduced pericyte coverage and rapid onset of doxorubicin-induced apoptosis of NB cells but without damage to blood vessels. Conclusion: Our results suggest that significant L-DOX uptake can occur by increasing tumor vascular permeability with microbubble sonopermeation without otherwise damaging the vasculature, as confirmed by in vivo qCEUS imaging and ex vivo analysis. The use of qCEUS imaging to monitor sonopermeation efficiency and predict drug uptake could potentially provide real-time feedback to clinicians for determining treatment efficacy in tumors, leading to better and more efficient personalized therapies. Finally, we demonstrate how the IGDD strategy outlined in this study could be implemented in human patients using a single case study.
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Affiliation(s)
- Aditi Bellary
- Department of Biomedical Engineering, University of Texas at Dallas, Richardson, TX, USA
| | - Arelly Villarreal
- Department of Biomedical Engineering, University of Texas at Dallas, Richardson, TX, USA
| | - Rojin Eslami
- Department of Biomedical Engineering, University of Texas at Dallas, Richardson, TX, USA
| | - Quincy J. Undseth
- Department of Biomedical Engineering, University of Texas at Dallas, Richardson, TX, USA
| | - Bianca Lec
- Department of Surgery, University of Chicago Medical School, Chicago, IL, USA
| | - Ann M. Defnet
- Department of Surgery, University of Chicago Medical School, Chicago, IL, USA
| | - Naina Bagrodia
- Department of Surgery, University of Chicago Medical School, Chicago, IL, USA
| | - Jessica J. Kandel
- Department of Surgery, University of Chicago Medical School, Chicago, IL, USA
| | - Mark A. Borden
- Biomedical Engineering, Mechanical Engineering, University of Colorado, Boulder, CO, USA
| | - Sumbul Shaikh
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Rajiv Chopra
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
- Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Theodore W. Laetsch
- Department of Pediatrics and Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center and Children's Health, Dallas, TX, USA
| | - Lauren J. Delaney
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Colette M. Shaw
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - John R. Eisenbrey
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Sonia L. Hernandez
- Department of Surgery, University of Chicago Medical School, Chicago, IL, USA
| | - Shashank R. Sirsi
- Department of Biomedical Engineering, University of Texas at Dallas, Richardson, TX, USA
- Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
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8
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Castle J, Kotopoulis S, Forsberg F. Sonoporation for Augmenting Chemotherapy of Pancreatic Ductal Adenocarcinoma. Methods Mol Biol 2020; 2059:191-205. [PMID: 31435922 PMCID: PMC7418147 DOI: 10.1007/978-1-4939-9798-5_9] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Pancreatic cancer is the third most common cancer diagnosed in the United States, with more than 53,000 new cases in 2017. It is the fourth leading cause of cancer-related death in both men and women. Nonetheless, there has been no significant improvement in survival for pancreatic ductal adenocarcinoma (PDAC) patients over the past 30+ years. For this reason, there is a considerable and urgent clinical need to develop innovative strategies for effective drug delivery and treatment monitoring, resulting in improved outcomes for patients with PDAC.This chapter describes the development of contrast-enhanced ultrasound image-guided drug delivery (CEUS-IGDD or sonoporation) to be that method and to translate it from the lab to the clinic. The initial clinical focus has been on a Phase I clinical trial for enhancing the effectiveness of standard chemotherapeutics for treatment of inoperable PDAC, which demonstrated a median survival increase from 8.9 months to 17.6 months in ten subjects augmented with sonoporation compared to 63 historical controls (p = 0.011). Recent efforts to optimize this platform and move forward to a larger Phase II clinical trial will be described.
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Affiliation(s)
| | - Spiros Kotopoulis
- National Centre for Ultrasound in Gastroenterology, Haukeland University Hospital, Bergen, Norway
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9
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Gambhir SS, Ge TJ, Vermesh O, Spitler R. Toward achieving precision health. Sci Transl Med 2019; 10:10/430/eaao3612. [PMID: 29491186 DOI: 10.1126/scitranslmed.aao3612] [Citation(s) in RCA: 105] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 02/08/2018] [Indexed: 01/19/2023]
Abstract
Health care systems primarily focus on patients after they present with disease, not before. The emerging field of precision health encourages disease prevention and earlier detection by monitoring health and disease based on an individual's risk. Active participation in health care can be encouraged with continuous health-monitoring devices, providing a higher-resolution picture of human health and disease. However, the development of monitoring technologies must prioritize the collection of actionable data and long-term user engagement.
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Affiliation(s)
- Sanjiv Sam Gambhir
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University School of Medicine, Stanford, CA 94305, USA. .,Canary Center at Stanford for Cancer Early Detection, Stanford University School of Medicine, Palo Alto, CA 94304, USA.,Canary Center at Stanford for Cancer Early Detection, Stanford University School of Medicine, Palo Alto, CA 94304, USA.,Department of Bioengineering and Department of Materials Science and Engineering, Stanford University, Stanford, CA 94305, USA
| | - T Jessie Ge
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University School of Medicine, Stanford, CA 94305, USA.,Precision Health and Integrated Diagnostics Center, Stanford University, Stanford, CA 94305, USA
| | - Ophir Vermesh
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Ryan Spitler
- Department of Radiology, Molecular Imaging Program at Stanford, Stanford University School of Medicine, Stanford, CA 94305, USA.,Department of Bioengineering and Department of Materials Science and Engineering, Stanford University, Stanford, CA 94305, USA
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Margolis R, Wessner C, Stanczak M, Liu JB, Li J, Nam K, Forsberg F, Eisenbrey JR. Monitoring Progression of Ductal Carcinoma In Situ Using Photoacoustics and Contrast-Enhanced Ultrasound. Transl Oncol 2019; 12:973-980. [PMID: 31121489 PMCID: PMC6529783 DOI: 10.1016/j.tranon.2019.04.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 04/28/2019] [Indexed: 12/19/2022] Open
Abstract
Breast cancer is the leading form of cancer in women, accounting for approximately 41,400 deaths in 2018. While a variety of risk factors have been identified, physical exercise has been linked to reducing both the risk and aggressiveness of breast cancer. Within breast cancer, ductal carcinoma in situ (DCIS) is a common finding. However, less than 25% of DCIS tumors actually progress into invasive breast cancer, resulting in overtreatment. This overtreatment is due to a lack of predictive precursors to assess aggressiveness and development of DCIS. We hypothesize that tissue oxygenation and perfusion measured by photoacoustic and contrast-enhanced ultrasound imaging, respectively, can predict DCIS aggressiveness. To test this, 20 FVB/NJ and 20 SV40Tag mice that genetically develop DCIS-like breast cancers were divided evenly into exercise and control groups and imaged over the course of 6 weeks. Tissue oxygenation was a predictive precursor to invasive breast cancer for FVB/NJ mice (P = 0.015) in the early stages of tumor development. Meanwhile, perfusion results were inconclusive (P > 0.2) as a marker for disease progression. Moreover, voluntary physical exercise resulted in lower weekly tumor growth and significantly improved median survival (P = 0.014).
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Affiliation(s)
- Ryan Margolis
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Corinne Wessner
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Maria Stanczak
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Ji-Bin Liu
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Jingzhi Li
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Kibo Nam
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Flemming Forsberg
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - John R Eisenbrey
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA 19107, USA.
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11
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Ma X, Ling W, Xia F, Zhang Y, Zhu C, He J. Application of Contrast-Enhanced Ultrasound (CEUS) in Lymphomatous Lymph Nodes: A Comparison between PET/CT and Contrast-Enhanced CT. CONTRAST MEDIA & MOLECULAR IMAGING 2019; 2019:5709698. [PMID: 30809108 PMCID: PMC6364116 DOI: 10.1155/2019/5709698] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/22/2018] [Revised: 12/24/2018] [Accepted: 01/03/2019] [Indexed: 02/06/2023]
Abstract
Purpose We described imaging characteristics of different types of lymphomas using contrast-enhanced ultrasound (CEUS) and summarized some simple criteria to distinguish between normal lymph nodes and lymphomatous lymph nodes for clinical diagnosis. Materials and methods Sixty-one lymphoma patients from 2014 to 2015 with 140 suspicious lymph nodes, who had been confirmed by histology and underwent chemotherapy, were enrolled in our study. The responses to chemotherapy were recorded by PET/CT, contrast-enhanced CT, or CEUS. Results We summarized the CEUS enhancement patterns as two types when detecting lymphomatous lymph nodes, which could be the specific diagnostic criteria: (1) rapid well-distributed hyperenhancement, with 83.1% lesions exhibiting a fast-in hyperenhancement pattern in the arterial phase, and (2) rapid heterogeneous hyperenhancement, with 16.9% lesions exhibiting heterogeneous in the arterial phase. Particularly, we found that all the suspicious lesions of indolent lymphomas were rapid well-distributed hyperenhancement. CEUS successfully identified 117 lymphomatous lymph nodes, while PET/CT and contrast-enhanced CT detected 124 and 113 lymphomatous lymph nodes, respectively. CEUS had an accuracy of 83.57%, and the accuracy of PET/CT and contrast-enhanced CT was 88.57% and 80.71%, respectively (p=0.188). The false-negative rate was 16.43%, 11.43%, and 19.29%, respectively (p=0.188). Conclusion CEUS could be a useful tool in detecting lymphomatous nodes. A rapid well-distributed hyperenhancement pattern in CEUS could be a useful diagnostic criterion in both aggressive lymphoma and indolent lymphoma. These results can help us distinguish between lymphomatous and benign lymph nodes and make better diagnostic and therapeutic decisions.
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Affiliation(s)
- Xuelei Ma
- Department of Biotherapy, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Wenwu Ling
- Department of Ultrasound, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Fan Xia
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yifan Zhang
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Chenjing Zhu
- Department of Biotherapy, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Jialing He
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu 610041, China
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Hu D, Zhong L, Wang M, Li H, Qu Y, Liu Q, Han R, Yuan L, Shi K, Peng J, Qian Z. Perfluorocarbon-Loaded and Redox-Activatable Photosensitizing Agent with Oxygen Supply for Enhancement of Fluorescence/Photoacoustic Imaging Guided Tumor Photodynamic Therapy. ADVANCED FUNCTIONAL MATERIALS 2019. [DOI: 10.1002/adfm.201806199] [Citation(s) in RCA: 100] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- DanRong Hu
- State Key Laboratory of Biotherapy and Cancer Center; West China Hospital; Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
| | - Lin Zhong
- State Key Laboratory of Biotherapy and Cancer Center; West China Hospital; Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
| | - MengYao Wang
- Department of Hematology and Research Laboratory of Hematology; State Key Laboratory of Biotherapy; West China Hospital, Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
| | - HaoHuan Li
- Key Laboratory of Drug Targeting and Drug Delivery Systems; Ministry of Education; West China School of Pharmacy; Sichuan University; Chengdu Sichuan 610041 P. R. China
| | - Ying Qu
- Department of Hematology and Research Laboratory of Hematology; State Key Laboratory of Biotherapy; West China Hospital, Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
| | - QingYa Liu
- State Key Laboratory of Biotherapy and Cancer Center; West China Hospital; Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
| | - Ruxia Han
- State Key Laboratory of Biotherapy and Cancer Center; West China Hospital; Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
| | - LiPing Yuan
- State Key Laboratory of Biotherapy and Cancer Center; West China Hospital; Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
| | - Kun Shi
- State Key Laboratory of Biotherapy and Cancer Center; West China Hospital; Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
| | - JinRong Peng
- State Key Laboratory of Biotherapy and Cancer Center; West China Hospital; Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
| | - ZhiYong Qian
- State Key Laboratory of Biotherapy and Cancer Center; West China Hospital; Sichuan University; Collaborative Innovation Center for Biotherapy; Chengdu Sichuan 610041 P. R. China
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13
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Eisenbrey JR, Stanczak M, Forsberg F, Mendoza-Ballesteros FA, Lyshchik A. Photoacoustic Oxygenation Quantification in Patients with Raynaud's: First-in-Human Results. ULTRASOUND IN MEDICINE & BIOLOGY 2018; 44:2081-2088. [PMID: 30207278 PMCID: PMC8994565 DOI: 10.1016/j.ultrasmedbio.2018.04.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Revised: 04/16/2018] [Accepted: 04/23/2018] [Indexed: 05/04/2023]
Abstract
The purpose of this study was to investigate the use of photoacoustic imaging for quantifying fingertip oxygenation as an approach to diagnosing and monitoring Raynaud's phenomenon. After 30 min of acclimation to room temperature, 22 patients (7 patients with secondary Raynaud's associated to Scleroderma and 15 healthy controls) provided informed consent to undergo fingertip Doppler imaging and high-frequency photoacoustic imaging before and 5, 15 and 30 min after cold stimulus (submerged hand in a 15 °C water bath for 1 min). High-frequency ultrasound and photoacoustic imaging was performed on the nail bed of each patient's second through fifth finger on their dominant hand, using a Vevo 2100 LAZR system with an LZ-250 probe (Fujifilm VisualSonics, Toronto, ON, Canada) in oxy-hemoglobin quantification mode. During each exam, volumetric data across a 3-mm span of data was acquired to produce a volumetric image of percent oxygenation and hemoglobin concentration. Changes in fingertip oxygenation between Raynaud's patients and healthy volunteers were compared, using receiver operator characteristic (ROC) analysis. Photoacoustic signal was detected in both the nail bed and nailfold in all study participants. Doppler ultrasound resulted in poor differentiation of Raynaud's patients from healthy volunteers, with an area under the ROC curve (Az) of 0.51. Photoacoustic imaging demonstrated improved accuracy at baseline (Az = 0.72), which improved when quantifying normalized changes after cold stimulus (Az = 0.89 5-min post stimulus, Az = 0.91 15-min post stimulus, and Az = 0.85 after stimulus). Oxygenation levels derived using photoacoustic imaging are able to identify patients with Raynaud's and safely evaluate their response to a cold stimulus over time.
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Affiliation(s)
- John R Eisenbrey
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA.
| | - Maria Stanczak
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Flemming Forsberg
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Fabian A Mendoza-Ballesteros
- Department of Medicine, Division of Rheumatology, Thomas Jefferson University, Philadelphia, PA, USA; Scleroderma Center and Jefferson Institute of Molecular Medicine, Thomas Jefferson University, Philadelphia, PA
| | - Andrej Lyshchik
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA
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14
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Rich LJ, Miller A, Singh AK, Seshadri M. Photoacoustic Imaging as an Early Biomarker of Radio Therapeutic Efficacy in Head and Neck Cancer. Am J Cancer Res 2018; 8:2064-2078. [PMID: 29721063 PMCID: PMC5928871 DOI: 10.7150/thno.21708] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 01/19/2018] [Indexed: 12/26/2022] Open
Abstract
The negative impact of tumor hypoxia on radiotherapeutic efficacy is well recognized. However, an easy to use, reliable imaging method for assessment of tumor oxygenation in routine clinical practice remains elusive. Photoacoustic imaging (PAI) is a relatively new imaging technique that utilizes a combination of light and ultrasound (US) to enable functional imaging of tumor hemodynamic characteristics in vivo. Several clinical trials are currently evaluating the utility of PAI in cancer detection for breast, thyroid, and prostate cancer. Here, we evaluated the potential of PAI for rapid, label-free, non-invasive quantification of tumor oxygenation as a biomarker of radiation response in head and neck cancer. Methods: Studies were performed human papilloma virus- positive (HPV+) and -negative (HPV-) patient-derived xenograft (PDX) models of head and neck squamous cell carcinoma (HNSCC). PAI was utilized for longitudinal assessment of tumor hemodynamics (oxygenation saturation and hemoglobin concentration) before, during and after fractionated radiation therapy (fRT). Imaging datasets were correlated with histologic measures of vascularity (CD31), DNA damage (phosphorylated γH2AX) and statistical modeling of tumor growth. Results: A differential response to fRT was observed between HPV+ and HPV- xenografts. Temporal changes in tumor hemodynamics (oxygen saturation and hemoglobin concentration) measured by PAI showed significant association with treatment outcomes. PAI-based changes in oxygen saturation were detected within days after initiation of fRT prior to detectable change in tumor volume, highlighting the potential of PAI to serve as an early biomarker of therapeutic efficacy. Consistent with PAI results, immunohistochemical staining of vascularity (CD31) and DNA damage (phosphorylated γH2AX) revealed distinct patterns of response in HPV+ and HPV- xenografts. Conclusion: Collectively, our observations demonstrate the utility of PAI for temporal mapping of tumor hemodynamics and the value of PAI read-outs as surrogate measures of radiation response in HNSCC.
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15
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Bendinger AL, Glowa C, Peter J, Karger CP. Photoacoustic imaging to assess pixel-based sO2 distributions in experimental prostate tumors. JOURNAL OF BIOMEDICAL OPTICS 2018; 23:1-11. [PMID: 29560625 DOI: 10.1117/1.jbo.23.3.036009] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Accepted: 02/19/2018] [Indexed: 06/08/2023]
Abstract
A protocol for photoacoustic imaging (PAI) has been developed to assess pixel-based oxygen saturation (sO2) distributions of experimental tumor models. The protocol was applied to evaluate the dependence of PAI results on measurement settings, reproducibility of PAI, and for the characterization of the oxygenation status of experimental prostate tumor sublines (Dunning R3327-H, -HI, -AT1) implanted subcutaneously in male Copenhagen rats. The three-dimensional (3-D) PA data employing two wavelengths were used to estimate sO2 distributions. If the PA signal was sufficiently strong, the distributions were independent from signal gain, threshold, and positioning of animals. Reproducibility of sO2 distributions with respect to shape and median values was demonstrated over several days. The three tumor sublines were characterized by the shapes of their sO2 distributions and their temporal response after external changes of the oxygen supply (100% O2 or air breathing and clamping of tumor-supplying artery). The established protocol showed to be suitable for detecting temporal changes in tumor oxygenation as well as differences in oxygenation between tumor sublines. PA results were in accordance with histology for hypoxia, perfusion, and vasculature. The presented protocol for the assessment of pixel-based sO2 distributions provides more detailed information as compared to conventional region-of-interest-based analysis of PAI, especially with respect to the detection of temporal changes and tumor heterogeneity.
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Affiliation(s)
- Alina L Bendinger
- German Cancer Research Center, Department of Medical Physics in Radiology, Heidelberg, Germany
- University of Heidelberg, Faculty of Biosciences, Heidelberg, Germany
| | - Christin Glowa
- German Cancer Research Center, Department of Medical Physics in Radiation Oncology, Heidelberg, Germany
- University Hospital Heidelberg, Department of Radiation Oncology and Radiotherapy, Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology, National Center for Radiation Research in Oncology, Hei, Germany
| | - Jörg Peter
- German Cancer Research Center, Department of Medical Physics in Radiology, Heidelberg, Germany
| | - Christian P Karger
- German Cancer Research Center, Department of Medical Physics in Radiation Oncology, Heidelberg, Germany
- Heidelberg Institute for Radiation Oncology, National Center for Radiation Research in Oncology, Hei, Germany
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16
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Shah A, Bush N, Box G, Eccles S, Bamber J. Value of combining dynamic contrast enhanced ultrasound and optoacoustic tomography for hypoxia imaging. PHOTOACOUSTICS 2017; 8:15-27. [PMID: 28932684 PMCID: PMC5596361 DOI: 10.1016/j.pacs.2017.08.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Revised: 08/01/2017] [Accepted: 08/08/2017] [Indexed: 05/09/2023]
Abstract
Optoacoustic imaging (OAI) can detect haemoglobin and assess its oxygenation. However, the lack of a haemoglobin signal need not indicate a lack of perfusion. This study uses a novel method to assist the co-registration of optoacoustic images with dynamic contrast enhanced ultrasound (DCE-US) images to demonstrate, in preclinical tumour models, the value of combining haemoglobin imaging with a perfusion imaging method, showing that a lack of a haemoglobin signal does not necessarily indicate an absence of perfusion. DCE-US was chosen for this particular experiment because US is extremely sensitive to microbubble contrast agents and because microbubbles, like red blood cells but unlike currently available optical contrast agents, do not extravasate. Significant spatial correlations were revealed between the DCE-US properties and tumour blood-oxygen saturation and haemoglobin, as estimated using OAI. It is speculated that DCE-US properties could be applied as surrogate biomarkers for hypoxia when planning clinical radiotherapy or chemotherapy.
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Affiliation(s)
- Anant Shah
- The Institute of Cancer Research and Royal Marsden NHS Foundation Trust, Joint Department of Physics and CRUK Cancer Imaging Centre in the Division of Radiotherapy and Imaging – Sutton, United Kingdom
| | - Nigel Bush
- The Institute of Cancer Research and Royal Marsden NHS Foundation Trust, Joint Department of Physics and CRUK Cancer Imaging Centre in the Division of Radiotherapy and Imaging – Sutton, United Kingdom
| | - Gary Box
- The Institute of Cancer Research, Division of Cancer Therapeutics – Sutton, United Kingdom
| | - Suzanne Eccles
- The Institute of Cancer Research, Division of Cancer Therapeutics – Sutton, United Kingdom
| | - Jeffrey Bamber
- The Institute of Cancer Research and Royal Marsden NHS Foundation Trust, Joint Department of Physics and CRUK Cancer Imaging Centre in the Division of Radiotherapy and Imaging – Sutton, United Kingdom
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17
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Guo X, Sun S, Yu X, Wang P, Nakamura K. Frequency Representation: Visualization and Clustering of Acoustic Data Using Self-Organizing Maps. ULTRASONIC IMAGING 2017; 39:339-347. [PMID: 28468573 DOI: 10.1177/0161734617706476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Extraction and display of frequency information in three-dimensional (3D) acoustic data are important steps to analyze object characteristics, because the characteristics, such as profiles, sizes, surface structures, and material properties, may show frequency dependence. In this study, frequency representation (FR) based on phase information in multispectral acoustic imaging (MSAI) is proposed to overcome the limit of intensity or amplitude information in image display. Experiments are performed on 3D acoustic data collected from a rigid surface engraved with five different letters. The results show that the proposed FR technique can not only identify the depth of the five letters by the colors representing frequency characteristics but also demonstrate the 3D image of the five letters, providing more detailed characteristics that are unavailable by conventional acoustic imaging.
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Affiliation(s)
- Xinhua Guo
- 1 School of Mechanical and Electronic Engineering, Wuhan University of Technology, Wuhan, P.R. China
| | - Song Sun
- 2 School of Automation, Wuhan University of Technology, Wuhan, P.R. China
| | - Xiantao Yu
- 1 School of Mechanical and Electronic Engineering, Wuhan University of Technology, Wuhan, P.R. China
| | - Pan Wang
- 2 School of Automation, Wuhan University of Technology, Wuhan, P.R. China
| | - Kentaro Nakamura
- 3 Laboratory for Future Interdisciplinary Research of Science and Technology, Tokyo Institute of Technology, Tokyo, Japan
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18
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Lee S, Kim JH, Lee JH, Choi SY. Image Monitoring of the Impaired Phagocytic Activity of Kupffer Cells and Liver Oxygen Saturation in a Mouse Cholangitis Model Using Contrast-Enhanced Ultrasound Imaging and Photoacoustic Imaging. ULTRASOUND IN MEDICINE & BIOLOGY 2017; 43:2461-2468. [PMID: 28673477 DOI: 10.1016/j.ultrasmedbio.2017.05.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 05/18/2017] [Accepted: 05/26/2017] [Indexed: 06/07/2023]
Abstract
Bile duct ligation (BDL) can cause cholangitis, which is known to induce impaired Kupffer cell (KC) function and increased oxygen consumption in a mouse model. It is important to monitor changes in KC function and tissue oxygen saturation, both of which are critical factors in the progression of cholangitis. The purpose of this study is to investigate the impaired phagocytic activity of KC and liver oxygen saturation (sO2) in a mouse cholangitis model using contrast-enhanced ultrasound imaging (CEUS) and photoacoustic imaging (PAI). A mouse cholangitis model was created by ligation of the common bile duct (CBDL, n = 20), and the left intrahepatic bile duct (BDL-L, n = 19), both of which were compared with the non-ligation groups-right lobe measurement group after left intrahepatic bile duct ligation (BDL-R, n = 19) and the control group (n = 14). The echogenicity and sO2 were measured by CEUS and PAI and the KC fraction was assessed at 1, 2 and 4 wk after ligation. We found a significantly lower echogenicity of the Kupffer phase in the CBDL and BDL-L groups compared with that in the control and BDL-R groups at 2 wk (p < .01). The CBDL and BDL-L groups showed a lower echogenicity than that of the BDL-R group at 4 wk (p < .01). We found a significantly lower sO2 of the CBDL and BDL-L groups compared with that of the control and BDL-R groups at 4 wk (p < .01). The CBDL and BDL-L groups showed a higher KC fraction than that of the BDL-R and control groups at each time point (p < .01). In conclusion, our study suggests that the Sonazoid CEUS and PAI could be a useful tool for monitoring impaired KC phagocytic activity and the liver hypoxic state.
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Affiliation(s)
- Seunghyun Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Jung Hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul, Korea; Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea.
| | - Jae Hwan Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Seo-Youn Choi
- Department of Radiology, Soonchunhyang University Bucheon Hospital, Seoul, Korea
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19
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Daecher A, Stanczak M, Liu JB, Zhang J, Du S, Forsberg F, Leeper DB, Eisenbrey JR. Localized microbubble cavitation-based antivascular therapy for improving HCC treatment response to radiotherapy. Cancer Lett 2017; 411:100-105. [PMID: 28969964 DOI: 10.1016/j.canlet.2017.09.037] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 09/21/2017] [Accepted: 09/21/2017] [Indexed: 01/15/2023]
Abstract
Hepatocellular carcinoma (HCC) is the third leading cause of cancer mortality worldwide and the fastest growing malignancy in the United States. With a 5-year survival rate below 12%, effective therapies for HCC are needed. Current treatments for HCC include microwave and radiofrequency ablation, high intensity focused ultrasound, liver transplant, surgical resection, and localized embolizations. However, each of these approaches has some limitation, making it imperative to develop improved methods for sensitizing tumors prior to therapy. We hypothesized that the use of ultrasound-triggered microbubble destruction (UTMD), which sensitizes tumors to radiotherapy by inducing vascular endothelial cell apoptosis, will selectively sensitize malignant tissue to radiotherapy and improve outcomes. To test this, 18 nude rats were inoculated in the right liver lobe with Hu7.5 HCC cells and after tumor formation, received 5 Gy radiotherapy, UTMD, or UTMD prior to radiotherapy. Compared to radiotherapy alone, there was a 170% reduction in tumor growth 7 days post treatment and a 3.2X improvement in median survival time when radiotherapy was combined with UTMD. These results indicate that UTMD is an effective adjunct when combined with radiotherapy to treat HCC.
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Affiliation(s)
- Annemarie Daecher
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Maria Stanczak
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Ji-Bin Liu
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Jie Zhang
- Tianjin Medical University General Hospital, Heping District, Tianjin 300052, China
| | - Shisuo Du
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Flemming Forsberg
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Dennis B Leeper
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - John R Eisenbrey
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA 19107, USA.
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20
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Tomaszewski MR, Gonzalez IQ, O'Connor JPB, Abeyakoon O, Parker GJM, Williams KJ, Gilbert FJ, Bohndiek SE. Oxygen Enhanced Optoacoustic Tomography (OE-OT) Reveals Vascular Dynamics in Murine Models of Prostate Cancer. Theranostics 2017; 7:2900-2913. [PMID: 28824724 PMCID: PMC5562224 DOI: 10.7150/thno.19841] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Accepted: 05/02/2017] [Indexed: 02/07/2023] Open
Abstract
Poor oxygenation of solid tumours has been linked with resistance to chemo- and radio-therapy and poor patient outcomes, hence non-invasive imaging of oxygen supply and demand in tumours could improve disease staging and therapeutic monitoring. Optoacoustic tomography (OT) is an emerging clinical imaging modality that provides static images of endogenous haemoglobin concentration and oxygenation. Here, we demonstrate oxygen enhanced (OE)-OT, exploiting an oxygen gas challenge to visualise the spatiotemporal heterogeneity of tumour vascular function. We show that tracking oxygenation dynamics using OE-OT reveals significant differences between two prostate cancer models in nude mice with markedly different vascular function (PC3 & LNCaP), which appear identical in static OT. LNCaP tumours showed a spatially heterogeneous response within and between tumours, with a substantial but slow response to the gas challenge, aligned with ex vivo analysis, which revealed a generally perfused and viable tumour with marked areas of haemorrhage. PC3 tumours had a lower fraction of responding pixels compared to LNCaP with a high disparity between rim and core response. While the PC3 core showed little or no dynamic response, the rim showed a rapid change, consistent with our ex vivo findings of hypoxic and necrotic core tissue surrounded by a rim of mature and perfused vasculature. OE-OT metrics are shown to be highly repeatable and correlate directly on a per-tumour basis to tumour vessel function assessed ex vivo. OE-OT provides a non-invasive approach to reveal the complex dynamics of tumour vessel perfusion, permeability and vasoactivity in real time. Our findings indicate that OE-OT holds potential for application in prostate cancer patients, to improve delineation of aggressive and indolent disease as well as in patient stratification for chemo- and radio-therapy.
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Affiliation(s)
- Michal R Tomaszewski
- Department of Physics, University of Cambridge, U.K
- Cancer Research UK Cambridge Institute, University of Cambridge, U.K
| | - Isabel Quiros Gonzalez
- Department of Physics, University of Cambridge, U.K
- Cancer Research UK Cambridge Institute, University of Cambridge, U.K
| | - James PB O'Connor
- Institute of Cancer Sciences, University of Manchester, U.K
- Department of Radiology, The Christie NHS Foundation Trust, U.K
| | | | - Geoff JM Parker
- Centre for Imaging Sciences, University of Manchester, U.K
- Bioxydyn Limited, Manchester, U.K
| | | | | | - Sarah E Bohndiek
- Department of Physics, University of Cambridge, U.K
- Cancer Research UK Cambridge Institute, University of Cambridge, U.K
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21
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Wang H, Li Y, Zhang M, Wu D, Shen Y, Tang G, Ping Y. Redox-Activatable ATP-Depleting Micelles with Dual Modulation Characteristics for Multidrug-Resistant Cancer Therapy. Adv Healthc Mater 2017; 6. [PMID: 28152267 DOI: 10.1002/adhm.201601293] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Revised: 01/08/2017] [Indexed: 11/12/2022]
Abstract
A fast adenosine triphosphate (ATP)-depleting micellar system that is activated by intracellular redox for the codelivery of anticancer drug paclitaxel (PTX) and small interference RNA (siRNA) targeting polo-like kinase1 (PLK1) is developed to address the key challenges of multidrug-resistant (MDR) cancer therapy. The ATP-depleting micelle is self-assembled from a redox-responsive amphiphilic polymer (termed as bPEG-SS-P123-PEI (PSPP)) that is composed of biocompatible branched polyethylene glycol (PEG) with 8 arms (bPEG), ATP-depleting Pluronic P123 (P123), and cationic low molecular weight polyethylenimine (PEI) blocks. Upon critical micelle concentration, the PSPP unimer self-assembles into a well-ordered multilayered nanostructure and is able to load PTX and siRNA targeting PLK1. The cleavage of disulfide linkages at intracellular glutathione-rich reduction milieu not only promotes PTX and siRNA release, but also activates the fast ATP-depletion action that is critical in preventing intracellular PTX efflux by multidrug-resistant cancer cells. The combination of ATP depletion and siRNA inhibition by PSPP micelles is found to provide dual modulations for resensitizing multidrug-resistant cancer cells for PTX treatment. As a result, the codelivery of PTX and PLK1 siRNA exerts a stronger combinational effect against tumor growth in MDR tumor models in vivo. The development of fast ATP-depleting nanomicelle represents an original delivery strategy for the distinctive dual modulation of cancer MDR with spatial and temporal control.
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MESH Headings
- Adenosine Triphosphate/metabolism
- Animals
- Cell Cycle Proteins/antagonists & inhibitors
- Cell Cycle Proteins/genetics
- Cell Cycle Proteins/metabolism
- Cell Line, Tumor
- Drug Delivery Systems/methods
- Drug Resistance, Multiple/drug effects
- Drug Resistance, Multiple/genetics
- Drug Resistance, Neoplasm/drug effects
- Drug Resistance, Neoplasm/genetics
- HEK293 Cells
- Humans
- Mice
- Mice, Inbred BALB C
- Micelles
- Neoplasms, Experimental/drug therapy
- Neoplasms, Experimental/metabolism
- Neoplasms, Experimental/pathology
- Oxidation-Reduction
- Paclitaxel/pharmacology
- Protein Serine-Threonine Kinases/antagonists & inhibitors
- Protein Serine-Threonine Kinases/genetics
- Protein Serine-Threonine Kinases/metabolism
- Proto-Oncogene Proteins/antagonists & inhibitors
- Proto-Oncogene Proteins/genetics
- Proto-Oncogene Proteins/metabolism
- RNA, Small Interfering/genetics
- RNA, Small Interfering/pharmacology
- Polo-Like Kinase 1
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Affiliation(s)
- Hebin Wang
- Department of Chemistry, Zhejiang University, Hangzhou, 310028, China
- College of life Sciences, Tarim University, Alar, 843300, China
| | - Yang Li
- Department of Chemistry, Zhejiang University, Hangzhou, 310028, China
| | - Miaozun Zhang
- Department of General Surgery, Ningbo Li Huili Hospital, Medical School of Ningbo University, Ningbo, 315040, China
| | - Di Wu
- Department of Chemistry, Zhejiang University, Hangzhou, 310028, China
| | - Youqing Shen
- Center for Bionanoengineering and State Key Laboratory for Chemical Engineering, Department of Chemical and Biological Engineering, Zhejiang University, Hangzhou, 310027, China
| | - Guping Tang
- Department of Chemistry, Zhejiang University, Hangzhou, 310028, China
| | - Yuan Ping
- School of Materials Science and Engineering, Nanyang Technological University, Singapore, 639798, Singapore
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22
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Hu D, Sheng Z, Gao G, Siu F, Liu C, Wan Q, Gong P, Zheng H, Ma Y, Cai L. Activatable albumin-photosensitizer nanoassemblies for triple-modal imaging and thermal-modulated photodynamic therapy of cancer. Biomaterials 2016; 93:10-19. [DOI: 10.1016/j.biomaterials.2016.03.037] [Citation(s) in RCA: 118] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Revised: 03/21/2016] [Accepted: 03/28/2016] [Indexed: 01/12/2023]
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