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Parekh P, Badachhape AA, Tanifum EA, Annapragada AV, Ghaghada KB. Advances in nanoprobes for molecular MRI of Alzheimer's disease. Wiley Interdiscip Rev Nanomed Nanobiotechnol 2024; 16:e1946. [PMID: 38426638 PMCID: PMC10983770 DOI: 10.1002/wnan.1946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 01/11/2024] [Accepted: 01/30/2024] [Indexed: 03/02/2024]
Abstract
Alzheimer's disease is the most common cause of dementia and a leading cause of mortality in the elderly population. Diagnosis of Alzheimer's disease has traditionally relied on evaluation of clinical symptoms for cognitive impairment with a definitive diagnosis requiring post-mortem demonstration of neuropathology. However, advances in disease pathogenesis have revealed that patients exhibit Alzheimer's disease pathology several decades before the manifestation of clinical symptoms. Magnetic resonance imaging (MRI) plays an important role in the management of patients with Alzheimer's disease. The clinical availability of molecular MRI (mMRI) contrast agents can revolutionize the diagnosis of Alzheimer's disease. In this article, we review advances in nanoparticle contrast agents, also referred to as nanoprobes, for mMRI of Alzheimer's disease. This article is categorized under: Diagnostic Tools > In Vivo Nanodiagnostics and Imaging Therapeutic Approaches and Drug Discovery > Nanomedicine for Neurological Disease.
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Affiliation(s)
- Parag Parekh
- Department of Radiology, Baylor College of Medicine, Houston, Texas 77030
- Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Andrew A. Badachhape
- Department of Radiology, Baylor College of Medicine, Houston, Texas 77030
- Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Eric A. Tanifum
- Department of Radiology, Baylor College of Medicine, Houston, Texas 77030
- Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Ananth V. Annapragada
- Department of Radiology, Baylor College of Medicine, Houston, Texas 77030
- Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Ketan B. Ghaghada
- Department of Radiology, Baylor College of Medicine, Houston, Texas 77030
- Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
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Liu H, Capuani S, Badachhape AA, Di Trani N, Davila Gonzalez D, Vander Pol RS, Viswanath DI, Saunders S, Hernandez N, Ghaghada KB, Chen S, Nance E, Annapragada AV, Chua CYX, Grattoni A. Intratumoral nanofluidic system enhanced tumor biodistribution of PD-L1 antibody in triple-negative breast cancer. Bioeng Transl Med 2023; 8:e10594. [PMID: 38023719 PMCID: PMC10658527 DOI: 10.1002/btm2.10594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 06/08/2023] [Accepted: 08/01/2023] [Indexed: 12/01/2023] Open
Abstract
Immune checkpoint inhibitors (ICI), pembrolizumab and atezolizumab, were recently approved for treatment-refractory triple-negative breast cancer (TNBC), where those with Programmed death-ligand 1 (PD-L1) positive early-stage disease had improved responses. ICIs are administered systemically in the clinic, however, reaching effective therapeutic dosing is challenging due to severe off-tumor toxicities. As such, intratumoral (IT) injection is increasingly investigated as an alternative delivery approach. However, repeated administration, which sometimes is invasive, is required due to rapid drug clearance from the tumor caused by increased interstitial fluid pressure. To minimize off-target drug biodistribution, we developed the nanofluidic drug-eluting seed (NDES) platform for sustained intratumoral release of therapeutic via molecular diffusion. Here we compared drug biodistribution between the NDES, intraperitoneal (IP) and intratumoral (IT) injection using fluorescently labeled PD-L1 monoclonal antibody (αPD-L1). We used two syngeneic TNBC murine models, EMT6 and 4T1, that differ in PD-L1 expression, immunogenicity, and transport phenotype. We investigated on-target (tumor) and off-target distribution using different treatment approaches. As radiotherapy is increasingly used in combination with immunotherapy, we sought to investigate its effect on αPD-L1 tumor accumulation and systemic distribution. The NDES-treated cohort displayed sustained levels of αPD-L1 in the tumor over the study period of 14 days with significantly lower off-target organ distribution, compared to the IP or IT injection. However, we observed differences in the biodistribution of αPD-L1 across tumor models and with radiation pretreatment. Thus, we sought to extensively characterize the tumor properties via histological analysis, diffusion evaluation and nanoparticles contrast-enhanced CT. Overall, we demonstrate that ICI delivery via NDES is an effective method for sustained on-target tumor delivery across tumor models and combination treatments.
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Affiliation(s)
- Hsuan‐Chen Liu
- Department of NanomedicineHouston Methodist Research InstituteHoustonTexasUSA
| | - Simone Capuani
- Department of NanomedicineHouston Methodist Research InstituteHoustonTexasUSA
- University of Chinese Academy of Science (UCAS)BeijingChina
| | | | - Nicola Di Trani
- Department of NanomedicineHouston Methodist Research InstituteHoustonTexasUSA
| | | | - Robin S. Vander Pol
- Department of NanomedicineHouston Methodist Research InstituteHoustonTexasUSA
| | - Dixita I. Viswanath
- Department of NanomedicineHouston Methodist Research InstituteHoustonTexasUSA
- Texas A&M University College of MedicineBryanTexasUSA
- Texas A&M University College of MedicineHoustonTexasUSA
| | - Shani Saunders
- Department of NanomedicineHouston Methodist Research InstituteHoustonTexasUSA
| | - Nathanael Hernandez
- Department of NanomedicineHouston Methodist Research InstituteHoustonTexasUSA
| | - Ketan B. Ghaghada
- Department of RadiologyBaylor College of MedicineHoustonTexasUSA
- Department of RadiologyTexas Children's HospitalHoustonTexasUSA
| | - Shu‐Hsia Chen
- Center for Immunotherapy ResearchHouston Methodist Research InstituteHoustonTexasUSA
- Neal Cancer CenterHouston Methodist Research InstituteHoustonTexasUSA
- Department of Physiology and BiophysicsWeill Cornell MedicineNew YorkNew YorkUSA
| | - Elizabeth Nance
- Department of Chemical EngineeringUniversity of WashingtonSeattleWashingtonUSA
- Department of BioengineeringUniversity of WashingtonSeattleWashingtonUSA
| | - Ananth V. Annapragada
- Department of RadiologyBaylor College of MedicineHoustonTexasUSA
- Department of RadiologyTexas Children's HospitalHoustonTexasUSA
| | | | - Alessandro Grattoni
- Department of NanomedicineHouston Methodist Research InstituteHoustonTexasUSA
- Department of SurgeryHouston Methodist HospitalHoustonTexasUSA
- Department of Radiation OncologyHouston Methodist HospitalHoustonTexasUSA
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Kaw A, Wu T, Starosolski Z, Zhou Z, Pedroza AJ, Majumder S, Duan X, Kaw K, Pinelo JEE, Fischbein MP, Lorenzi PL, Tan L, Martinez SA, Mahmud I, Devkota L, Taegtmeyer H, Ghaghada KB, Marrelli SP, Kwartler CS, Milewicz DM. Augmenting Mitochondrial Respiration in Immature Smooth Muscle Cells with an ACTA2 Pathogenic Variant Mitigates Moyamoya-like Cerebrovascular Disease. Res Sq 2023:rs.3.rs-3304679. [PMID: 37886459 PMCID: PMC10602100 DOI: 10.21203/rs.3.rs-3304679/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2023]
Abstract
ACTA2 pathogenic variants altering arginine 179 cause childhood-onset strokes due to moyamoya disease (MMD)-like occlusion of the distal internal carotid arteries. A smooth muscle cell (SMC)-specific knock-in mouse model (Acta2SMC-R179C/+) inserted the mutation into 67% of aortic SMCs, whereas explanted SMCs were uniformly heterozygous. Acta2R179C/+ SMCs fail to fully differentiate and maintain stem cell-like features, including high glycolytic flux, and increasing oxidative respiration (OXPHOS) with nicotinamide riboside (NR) drives the mutant SMCs to differentiate and decreases migration. Acta2SMC-R179C/+ mice have intraluminal MMD-like occlusive lesions and strokes after carotid artery injury, whereas the similarly treated WT mice have no strokes and patent lumens. Treatment with NR prior to the carotid artery injury attenuates the strokes, MMD-like lumen occlusions, and aberrant vascular remodeling in the Acta2SMC-R179C/+ mice. These data highlight the role of immature SMCs in MMD-associated occlusive disease and demonstrate that altering SMC metabolism to drive quiescence of Acta2R179C/+ SMCs attenuates strokes and aberrant vascular remodeling in the Acta2SMC-R179C/+ mice.
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Affiliation(s)
- Anita Kaw
- Division of Medical Genetics, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, TX 77030, USA
| | - Ting Wu
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, McGovern Medical School, 6431 Fannin Street, Houston, TX 77030, USA
| | - Zbigniew Starosolski
- Department of Radiology, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX 77030, USA
| | - Zhen Zhou
- Division of Medical Genetics, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, TX 77030, USA
| | - Albert J. Pedroza
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Suravi Majumder
- Division of Medical Genetics, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, TX 77030, USA
| | - Xueyan Duan
- Division of Medical Genetics, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, TX 77030, USA
| | - Kaveeta Kaw
- Division of Medical Genetics, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, TX 77030, USA
| | - Jose E. E. Pinelo
- Division of Medical Genetics, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, TX 77030, USA
| | - Michael P. Fischbein
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Philip L. Lorenzi
- Metabolomics Core Facility, Department of Bioinformatics & Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lin Tan
- Metabolomics Core Facility, Department of Bioinformatics & Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sara A. Martinez
- Metabolomics Core Facility, Department of Bioinformatics & Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Iqbal Mahmud
- Metabolomics Core Facility, Department of Bioinformatics & Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Laxman Devkota
- Department of Radiology, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX 77030, USA
| | - Heinrich Taegtmeyer
- Division of Cardiovascular Medicine, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, TX 77030, USA
| | - Ketan B. Ghaghada
- Department of Radiology, Baylor College of Medicine, Texas Children’s Hospital, Houston, TX 77030, USA
| | - Sean P. Marrelli
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center at Houston, McGovern Medical School, 6431 Fannin Street, Houston, TX 77030, USA
| | - Callie S. Kwartler
- Division of Medical Genetics, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, TX 77030, USA
| | - Dianna M. Milewicz
- Division of Medical Genetics, Department of Internal Medicine, McGovern Medical School, The University of Texas Health Science Center at Houston, TX 77030, USA
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Allphin AJ, Mahzarnia A, Clark DP, Qi Y, Han ZY, Bhandari P, Ghaghada KB, Badea A, Badea CT. Advanced photon counting CT imaging pipeline for cardiac phenotyping of apolipoprotein E mouse models. PLoS One 2023; 18:e0291733. [PMID: 37796905 PMCID: PMC10553338 DOI: 10.1371/journal.pone.0291733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 09/01/2023] [Indexed: 10/07/2023] Open
Abstract
BACKGROUND Cardiovascular disease (CVD) is associated with the apolipoprotein E (APOE) gene and lipid metabolism. This study aimed to develop an imaging-based pipeline to comprehensively assess cardiac structure and function in mouse models expressing different APOE genotypes using photon-counting computed tomography (PCCT). METHODS 123 mice grouped based on APOE genotype (APOE2, APOE3, APOE4, APOE knockout (KO)), gender, human NOS2 factor, and diet (control or high fat) were used in this study. The pipeline included PCCT imaging on a custom-built system with contrast-enhanced in vivo imaging and intrinsic cardiac gating, spectral and temporal iterative reconstruction, spectral decomposition, and deep learning cardiac segmentation. Statistical analysis evaluated genotype, diet, sex, and body weight effects on cardiac measurements. RESULTS Our results showed that PCCT offered high quality imaging with reduced noise. Material decomposition enabled separation of calcified plaques from iodine enhanced blood in APOE KO mice. Deep learning-based segmentation showed good performance with Dice scores of 0.91 for CT-based segmentation and 0.89 for iodine map-based segmentation. Genotype-specific differences were observed in left ventricular volumes, heart rate, stroke volume, ejection fraction, and cardiac index. Statistically significant differences were found between control and high fat diets for APOE2 and APOE4 genotypes in heart rate and stroke volume. Sex and weight were also significant predictors of cardiac measurements. The inclusion of the human NOS2 gene modulated these effects. CONCLUSIONS This study demonstrates the potential of PCCT in assessing cardiac structure and function in mouse models of CVD which can help in understanding the interplay between genetic factors, diet, and cardiovascular health.
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Affiliation(s)
- Alex J. Allphin
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC, United States of America
| | - Ali Mahzarnia
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC, United States of America
| | - Darin P. Clark
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC, United States of America
| | - Yi Qi
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC, United States of America
| | - Zay Y. Han
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC, United States of America
| | - Prajwal Bhandari
- Department of Radiology, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
| | - Ketan B. Ghaghada
- Department of Radiology, Baylor College of Medicine, Houston, Texas, United States of America
- Department of Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
| | - Alexandra Badea
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC, United States of America
- Department of Neurology, Duke University Medical Center, Durham, NC, United States of America
| | - Cristian T. Badea
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC, United States of America
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Sun X, Chintakunta PK, Badachhape AA, Bhavane R, Lee H, Yang DS, Starosolski Z, Ghaghada KB, Vekilov PG, Annapragada AV, Tanifum EA. Rational Design of a Self-Assembling High Performance Organic Nanofluorophore for Intraoperative NIR-II Image-Guided Tumor Resection of Oral Cancer. Adv Sci (Weinh) 2023; 10:e2206435. [PMID: 36721029 PMCID: PMC10074073 DOI: 10.1002/advs.202206435] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 12/30/2022] [Indexed: 06/18/2023]
Abstract
The first line of treatment for most solid tumors is surgical resection of the primary tumor with adequate negative margins. Incomplete tumor resections with positive margins account for over 75% of local recurrences and the development of distant metastases. In cases of oral cavity squamous cell carcinoma (OSCC), the rate of successful tumor removal with adequate margins is just 50-75%. Advanced real-time imaging methods that improve the detection of tumor margins can help improve success rates,overall safety, and reduce the cost. Fluorescence imaging in the second near-infrared (NIR-II) window has the potential to revolutionize the field due to its high spatial resolution, low background signal, and deep tissue penetration properties, but NIR-II dyes with adequate in vivo performance and safety profiles are scarce. A novel NIR-II fluorophore, XW-03-66, with a fluorescence quantum yield (QY) of 6.0% in aqueous media is reported. XW-03-66 self-assembles into nanoparticles (≈80 nm) and has a systemic circulation half-life (t1/2 ) of 11.3 h. In mouse models of human papillomavirus (HPV)+ and HPV- OSCC, XW-03-66 outperformed indocyanine green (ICG), a clinically available NIR dye, and enabled intraoperative NIR-II image-guided resection of the tumor and adjacent draining lymph node with negative margins. In vitro and in vivo toxicity assessments revealed minimal safety concerns for in vivo applications.
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Affiliation(s)
- Xianwei Sun
- Department of RadiologyBaylor College of MedicineHoustonTX77030USA
| | - Praveen Kumar Chintakunta
- Department of RadiologyBaylor College of MedicineHoustonTX77030USA
- Present address:
Sai Life Sciences LtdTurakapallyTelanganaIndia
| | | | - Rohan Bhavane
- Department of RadiologyBaylor College of MedicineHoustonTX77030USA
- Department of RadiologyTexas Children's HospitalHoustonTX77030USA
| | - Huan‐Jui Lee
- Department of Chemical and Biomolecular EngineeringUniversity of HoustonHoustonTX77204USA
| | - David S. Yang
- Department of Chemical and Biomolecular EngineeringUniversity of HoustonHoustonTX77204USA
| | - Zbigniew Starosolski
- Department of RadiologyBaylor College of MedicineHoustonTX77030USA
- Department of RadiologyTexas Children's HospitalHoustonTX77030USA
| | - Ketan B. Ghaghada
- Department of RadiologyBaylor College of MedicineHoustonTX77030USA
- Department of RadiologyTexas Children's HospitalHoustonTX77030USA
| | - Peter G. Vekilov
- Department of Chemical and Biomolecular EngineeringUniversity of HoustonHoustonTX77204USA
- Department of ChemistryUniversity of HoustonHoustonTX77204USA
| | - Ananth V. Annapragada
- Department of RadiologyBaylor College of MedicineHoustonTX77030USA
- Department of RadiologyTexas Children's HospitalHoustonTX77030USA
| | - Eric A. Tanifum
- Department of RadiologyBaylor College of MedicineHoustonTX77030USA
- Department of RadiologyTexas Children's HospitalHoustonTX77030USA
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Badachhape AA, Burnett B, Bhandari P, Devkota L, Bhavane R, Ghaghada KB, Yallampalli C, Fox KA, Annapragada AV. Feasibility Study of Ferumoxtyol for Contrast-enhanced MRI of Retroplacental Clear Space Disruption in Placenta Accreta Spectrum (PAS). medRxiv 2023:2023.03.20.23287436. [PMID: 36993653 PMCID: PMC10055603 DOI: 10.1101/2023.03.20.23287436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
INTRODUCTION Placenta accreta spectrum (PAS) occurs when the placenta is pathologically adherent to the myometrium. An intact retroplacental clear space (RPCS) is a marker of normal placentation, but visualization with conventional imaging techniques is a challenge. In this study, we investigate use of an FDA-approved iron oxide nanoparticle, ferumoxytol, for contrast-enhanced magnetic resonance imaging of the RPCS in mouse models of normal pregnancy and PAS. We then demonstrate the translational potential of this technique in human patients presenting with severe PAS (FIGO Grade 3C), moderate PAS (FIGO Grade 1), and no PAS. METHODS A T1-weighted gradient recalled echo (GRE) sequence was used to determine the optimal dose of ferumoxytol in pregnant mice. Pregnant Gab3 -/- mice, which demonstrate placental invasion, were then imaged at day 16 of gestation alongside wild-type (WT) pregnant mice which do not demonstrate invasion. Signal-to-noise ratio (SNR) was computed for placenta and RPCS for all fetoplacental units (FPUs) with ferumoxytol-enhanced magnetic resonance imaging (Fe-MRI) and used for the determination of contrast-to-noise ratio (CNR). Fe-MRI was also performed in 3 pregnant subjects using standard T1 and T2 weighted sequences and a 3D magnetic resonance angiography (MRA) sequence. RPCS volume and relative signal were calculated in all three subjects. RESULTS Ferumoxytol administered at 5 mg/kg produced strong T1 shortening in blood and led to strong placental enhancement in Fe-MRI images. Gab3 -/- mice demonstrated loss of hypointense region characteristic of the RPCS relative to WT mice in T1w Fe-MRI. CNR between RPCS and placenta was lower in FPUs of Gab3 -/- mice compared to WT mice, indicating higher degrees of vascularization and interruptions throughout the space. In human patients, Fe-MRI at a dose of 5 mg/kg enabled high uteroplacental vasculature signal and quantification of the volume and signal profile in severe and moderate invasion of the placenta relative to a non-PAS case. DISCUSSION Ferumoxytol, an FDA-approved iron oxide nanoparticle formulation, enabled visualization of abnormal vascularization and loss of uteroplacental interface in a murine model of PAS. The potential of this non-invasive visualization technique was then further demonstrated in human subjects. Diagnosis of placental invasion using Fe-MRI may provide a sensitive method for clinical detection of PAS.
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Badachhape AA, Bhandari P, Devkota L, Srivastava M, Tanifum EA, George V, Fox KA, Yallampalli C, Annapragada AV, Ghaghada KB. Nanoparticle Contrast-enhanced MRI for Visualization of Retroplacental Clear Space Disruption in a Mouse Model of Placental Accreta Spectrum (PAS). Acad Radiol 2022:S1076-6332(22)00482-2. [PMID: 36167627 PMCID: PMC10036264 DOI: 10.1016/j.acra.2022.08.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/18/2022] [Accepted: 08/22/2022] [Indexed: 11/23/2022]
Abstract
INTRODUCTION Prior preclinical studies established the utility of liposomal nanoparticle blood-pool contrast agents in visualizing the retroplacental clear space (RPCS), a marker of normal placentation, while sparing fetuses from exposure because the agent does not cross the placental barrier. In this work, we characterized RPCS disruption in a mouse model of placenta accreta spectrum (PAS) using these agents. MATERIALS AND METHODS Contrast-enhanced MRI (CE-MRI) and computed tomography (CE-CT) using liposomal nanoparticles bearing gadolinium (liposomal-Gd) and iodine were performed in pregnant Gab3-/- and wild type (WT) mice at day 16 of gestation. CE-MRI was performed on a 1T scanner using a 2D T1-weighted sequence (100×100×600 µm3 voxels) and CE-CT was performed at a higher resolution (70×70×70 µm3 voxels). Animals were euthanized post-imaging and feto-placental units (FPUs) were harvested for histological examination. RPCS conspicuity was scored through blinded assessment of images. RESULTS Pregnant Gab3-/- mice showed elevated rates of complicated pregnancy. Contrast-enhanced imaging demonstrated frank infiltration of the RPCS of Gab3-/- FPUs. RPCS in Gab3-/- FPUs was smaller in volume, demonstrated a heterogeneous signal profile, and received lower conspicuity scores than WT FPUs. Histology confirmed in vivo findings and demonstrated staining consistent with a thinner RPCS in Gab3-/- FPUs. DISCUSSION Imaging of the Gab3-/- mouse model at late gestation with liposomal contrast agents enabled in vivo characterization of morphological differences in the RPCS that could cause the observed pregnancy complications. An MRI-based method for visualizing the RPCS would be valuable for early detection of invasive placentation.
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Affiliation(s)
- Andrew A Badachhape
- Department of Radiology, Baylor College of Medicine, Houston, Texas,; Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Prajwal Bhandari
- Department of Radiology, Baylor College of Medicine, Houston, Texas,; Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Laxman Devkota
- Department of Radiology, Baylor College of Medicine, Houston, Texas,; Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Mayank Srivastava
- Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Eric A Tanifum
- Department of Radiology, Baylor College of Medicine, Houston, Texas,; Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Verghese George
- Department of Radiology, Baylor College of Medicine, Houston, Texas
| | - Karin A Fox
- Department of Obstetrics and Gynecology, Texas Children's Hospital, Houston, Texas; Department of Obstetrics and Gynecology, Baylor College of Medicine, Houston, Texas
| | - Chandrasekhar Yallampalli
- Department of Obstetrics and Gynecology, Texas Children's Hospital, Houston, Texas; Department of Obstetrics and Gynecology, Baylor College of Medicine, Houston, Texas
| | - Ananth V Annapragada
- Department of Radiology, Baylor College of Medicine, Houston, Texas,; Department of Radiology, Texas Children's Hospital, Houston, Texas 77030
| | - Ketan B Ghaghada
- Department of Radiology, Baylor College of Medicine, Houston, Texas,; Department of Radiology, Texas Children's Hospital, Houston, Texas 77030.
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Woodfield SE, Patel RH, Espinoza AF, Whitlock RS, Epps J, Badachhape A, Larson SR, Srivastava RK, Shah AP, Govindu SR, Zorman B, Mistretta BJ, Fisher KE, Gandhi I, Reuther J, Urbicain M, Ibarra AM, Rankothgedera S, Holloway KR, Sarabia SF, Heczey A, Ghaghada KB, Patel KR, Lopez-Terrada D, Roy A, Gunaratne PH, Sumazin P, Vasudevan SA. Abstract PO013: Patient-derived xenograft mouse models of hepatoblastoma for a personalized medicine pipeline. Clin Cancer Res 2022. [DOI: 10.1158/1557-3265.liverca22-po013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Hepatoblastoma (HB) is the most common pediatric primary liver tumor and has the fastest rising incidence of all pediatric solid tumors. Patients with high-risk, treatment refractory, or relapse disease have a survival rate of less than 50%. The development of clinically relevant models of these aggressive tumors will facilitate studies to identify drugs that target these cells.Methods: Fresh, whole primary tumor samples were implanted into the livers of immunocompromised mice. Tumor growth was monitored with MRI and ELISA to measure serum human Alpha-fetoprotein (AFP), which is detectable in the blood of tumor-bearing animals. Tumors were validated with immunohistochemistry (IHC) for HB markers Glypican-3 (GPC3) and Beta-catenin; short tandem repeat (STR) DNA validation; next generation sequencing-based mutation profiling of 124 genes involved in pediatric solid tumors; RNA sequencing (RNA-seq), and single cell RNA-seq (scRNA-seq). Lung metastasis was also detected in models with serial sectioning and H&E staining. Cells derived from tumors were grown in vitro in adherent and spheroid conditions and used for high throughput drug screening of candidate agents. Tumors were serially passaged in animals for further in vivo drug testing of novel targeted agents.Results: Nine patient-derived xenograft (PDX) models were generated that represent low- and high-risk tumors, treatment refractory cases, and relapsed tumors. Passaging of these models showed consistent implantation rates at or above 80% with tumors detectable in 2 to 4 weeks. Eight of nine models secrete human serum AFP. All models mimic gene expression and histological patterns of their primary tumor counterparts as well as identical STR DNA profiles. The models also show gene expression consistent with an HB2/high-risk profile according to the Sumazin HB expression signature. Interestingly, two models represent unique sub-clones of a very aggressive HB relapse with different AFP secretion and transcriptomic expression. scRNA-seq of these two models indicated outgrowth of disparate disease sub-clones. The nine models also demonstrate a range of DNA mutations with three or four mutations per tumor; all variants present in the original clinical samples were conserved in the PDX models. Lung metastasis was evident in six of nine models. Two stable patient-derived cell lines (PDCLs) were developed from models, and these cell lines show expression of HB markers and secrete AFP with growth in culture. Drug screening of adherent and spheroid tumor cells support the efficacy of novel targeted agents and indicate a spectrum of sensitivity to cisplatin, a frontline standard chemotherapy agent. Importantly, the models replicate the chemotherapy responses of the corresponding patients. Additional in vitro and in vivo work showed the efficacy of a histone deacetylase inhibitor, panobinostat.Conclusions: These novel orthotopic PDX models of HB fully recapitulate the primary tumors and represent a platform for clinically relevant drug screening and testing.
Citation Format: Sarah E Woodfield, Roma H Patel, Andres F Espinoza, Richard S Whitlock, Jessica Epps, Andrew Badachhape, Samuel R Larson, Rohit K Srivastava, Aayushi P Shah, Saiabhiroop R Govindu, Barry Zorman, Brandon J Mistretta, Kevin E Fisher, Ilavarasi Gandhi, Jacquelyn Reuther, Martin Urbicain, Aryana M Ibarra, Sakuni Rankothgedera, Kimberly R Holloway, Stephen F Sarabia, Andras Heczey, Ketan B Ghaghada, Kalyani R Patel, Dolores Lopez-Terrada, Angshumoy Roy, Preethi H Gunaratne, Pavel Sumazin, Sanjeev A Vasudevan. Patient-derived xenograft mouse models of hepatoblastoma for a personalized medicine pipeline [abstract]. In: Proceedings of the AACR Special Conference: Advances in the Pathogenesis and Molecular Therapies of Liver Cancer; 2022 May 5-8; Boston, MA. Philadelphia (PA): AACR; Clin Cancer Res 2022;28(17_Suppl):Abstract nr PO013.
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9
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Tao L, Mohammad MA, Milazzo G, Moreno-Smith M, Patel TD, Zorman B, Badachhape A, Hernandez BE, Wolf AB, Zeng Z, Foster JH, Aloisi S, Sumazin P, Zu Y, Hicks J, Ghaghada KB, Putluri N, Perini G, Coarfa C, Barbieri E. MYCN-driven fatty acid uptake is a metabolic vulnerability in neuroblastoma. Nat Commun 2022; 13:3728. [PMID: 35764645 PMCID: PMC9240069 DOI: 10.1038/s41467-022-31331-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 06/07/2022] [Indexed: 12/12/2022] Open
Abstract
Neuroblastoma (NB) is a childhood cancer arising from sympatho-adrenal neural crest cells. MYCN amplification is found in half of high-risk NB patients; however, no available therapies directly target MYCN. Using multi-dimensional metabolic profiling in MYCN expression systems and primary patient tumors, we comprehensively characterized the metabolic landscape driven by MYCN in NB. MYCN amplification leads to glycerolipid accumulation by promoting fatty acid (FA) uptake and biosynthesis. We found that cells expressing amplified MYCN depend highly on FA uptake for survival. Mechanistically, MYCN directly upregulates FA transport protein 2 (FATP2), encoded by SLC27A2. Genetic depletion of SLC27A2 impairs NB survival, and pharmacological SLC27A2 inhibition selectively suppresses tumor growth, prolongs animal survival, and exerts synergistic anti-tumor effects when combined with conventional chemotherapies in multiple preclinical NB models. This study identifies FA uptake as a critical metabolic dependency for MYCN-amplified tumors. Inhibiting FA uptake is an effective approach for improving current treatment regimens.
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Affiliation(s)
- Ling Tao
- Department of Pediatrics, Section of Hematology-Oncology, Texas Children's Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Mahmoud A Mohammad
- Department of Pediatrics-Nutrition, Baylor College of Medicine, Houston, TX, 77030, USA
- Food Science and Nutrition Department, National Research Centre, El-Buhouth St., Dokki, Cairo, 12622, Egypt
| | - Giorgio Milazzo
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, 40126, Italy
| | - Myrthala Moreno-Smith
- Department of Pediatrics, Section of Hematology-Oncology, Texas Children's Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Tajhal D Patel
- Department of Pediatrics, Section of Hematology-Oncology, Texas Children's Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Barry Zorman
- Department of Pediatrics, Section of Hematology-Oncology, Texas Children's Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Andrew Badachhape
- Department of Radiology, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Blanca E Hernandez
- Department of Pediatrics, Section of Hematology-Oncology, Texas Children's Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Amber B Wolf
- Department of Pediatrics, Section of Hematology-Oncology, Texas Children's Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Zihua Zeng
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX, 77030, USA
| | - Jennifer H Foster
- Department of Pediatrics, Section of Hematology-Oncology, Texas Children's Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Sara Aloisi
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, 40126, Italy
| | - Pavel Sumazin
- Department of Pediatrics, Section of Hematology-Oncology, Texas Children's Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX, 77030, USA
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Youli Zu
- Department of Pathology and Genomic Medicine, Houston Methodist Hospital, Houston, TX, 77030, USA
| | - John Hicks
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Ketan B Ghaghada
- Department of Radiology, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Nagireddy Putluri
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
- Advanced Technology Core, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Giovanni Perini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, 40126, Italy
| | - Cristian Coarfa
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Eveline Barbieri
- Department of Pediatrics, Section of Hematology-Oncology, Texas Children's Cancer and Hematology Centers, Baylor College of Medicine, Houston, TX, 77030, USA.
- Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.
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Woodfield SE, Mistretta BJ, Patel RH, Ibarra AM, Fisher KE, Sarabia SF, Gandhi I, Reuther J, Starosolski Z, Badachhape A, Epps J, Zorman B, Shah AP, Larson SR, Srivastava RK, Shi Y, Espinoza AF, Govindu SR, Whitlock RS, Holloway K, Roy A, Sumazin P, Ghaghada KB, Lopez-Terrada D, Gunaratne PH, Vasudevan SA. HepT1-derived murine models of high-risk hepatoblastoma display vascular invasion, metastasis, and circulating tumor cells. Biol Open 2022; 11:276557. [PMID: 35451474 PMCID: PMC9493725 DOI: 10.1242/bio.058973] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 03/22/2022] [Indexed: 11/20/2022] Open
Abstract
Hepatoblastoma (HB) is the most common pediatric primary liver malignancy, and survival for high-risk disease approaches 50%. Mouse models of HB fail to recapitulate hallmarks of high-risk disease. The aim of this work was to generate murine models that show high-risk features including multifocal tumors, vascular invasion, metastasis, and circulating tumor cells (CTCs). HepT1 cells were injected into the livers or tail veins of mice, and tumor growth was monitored with magnetic resonance and bioluminescent imaging. Blood was analyzed with fluorescence-activated cell sorting to identify CTCs. Intra- and extra-hepatic tumor samples were harvested for immunohistochemistry and RNA and DNA sequencing. Cell lines were grown from tumor samples and profiled with RNA sequencing. With intrahepatic injection of HepT1 cells, 100% of animals grew liver tumors and showed vascular invasion, metastasis, and CTCs. Mutation profiling revealed genetic alterations in seven cancer-related genes, while transcriptomic analyses showed changes in gene expression with cells that invade vessels. Tail vein injection of HepT1 cells resulted in multifocal, metastatic disease. These unique models will facilitate further meaningful studies of high-risk HB. This article has an associated First Person interview with the first author of the paper. Summary: In this work, we developed and thoroughly characterized several unique models of hepatoblastoma derived from the HepT1 cell line that show high-risk features.
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Affiliation(s)
- Sarah E Woodfield
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Brandon J Mistretta
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA
| | - Roma H Patel
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Aryana M Ibarra
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Kevin E Fisher
- Department of Pathology and Immunology, Baylor College of Medicine, Texas Children's Hospital Department of Pathology, Houston, TX 77030, USA
| | - Stephen F Sarabia
- Department of Pathology and Immunology, Baylor College of Medicine, Texas Children's Hospital Department of Pathology, Houston, TX 77030, USA
| | - Ilavarasi Gandhi
- Department of Pathology and Immunology, Baylor College of Medicine, Texas Children's Hospital Department of Pathology, Houston, TX 77030, USA
| | - Jacquelyn Reuther
- Department of Pathology and Immunology, Baylor College of Medicine, Texas Children's Hospital Department of Pathology, Houston, TX 77030, USA
| | - Zbigniew Starosolski
- Singleton Department of Radiology, Texas Children's Hospital, Houston, TX 77030, USA
| | - Andrew Badachhape
- Singleton Department of Radiology, Texas Children's Hospital, Houston, TX 77030, USA
| | - Jessica Epps
- Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Barry Zorman
- Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Aayushi P Shah
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Samuel R Larson
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Rohit K Srivastava
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Yan Shi
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Andres F Espinoza
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Saiabhiroop R Govindu
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Richard S Whitlock
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Kimberly Holloway
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA
| | - Angshumoy Roy
- Department of Pathology and Immunology, Baylor College of Medicine, Texas Children's Hospital Department of Pathology, Houston, TX 77030, USA
| | - Pavel Sumazin
- Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ketan B Ghaghada
- Singleton Department of Radiology, Texas Children's Hospital, Houston, TX 77030, USA
| | - Dolores Lopez-Terrada
- Department of Pathology and Immunology, Baylor College of Medicine, Texas Children's Hospital Department of Pathology, Houston, TX 77030, USA
| | - Preethi H Gunaratne
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA.,Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Sanjeev A Vasudevan
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
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Allphin AJ, Mowery YM, Lafata KJ, Clark DP, Bassil AM, Castillo R, Odhiambo D, Holbrook MD, Ghaghada KB, Badea CT. Photon Counting CT and Radiomic Analysis Enables Differentiation of Tumors Based on Lymphocyte Burden. Tomography 2022; 8:740-753. [PMID: 35314638 PMCID: PMC8938796 DOI: 10.3390/tomography8020061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 03/04/2022] [Accepted: 03/08/2022] [Indexed: 01/13/2023] Open
Abstract
The purpose of this study was to investigate if radiomic analysis based on spectral micro-CT with nanoparticle contrast-enhancement can differentiate tumors based on lymphocyte burden. High mutational load transplant soft tissue sarcomas were initiated in Rag2+/− and Rag2−/− mice to model varying lymphocyte burden. Mice received radiation therapy (20 Gy) to the tumor-bearing hind limb and were injected with a liposomal iodinated contrast agent. Five days later, animals underwent conventional micro-CT imaging using an energy integrating detector (EID) and spectral micro-CT imaging using a photon-counting detector (PCD). Tumor volumes and iodine uptakes were measured. The radiomic features (RF) were grouped into feature-spaces corresponding to EID, PCD, and spectral decomposition images. The RFs were ranked to reduce redundancy and increase relevance based on TL burden. A stratified repeated cross validation strategy was used to assess separation using a logistic regression classifier. Tumor iodine concentration was the only significantly different conventional tumor metric between Rag2+/− (TLs present) and Rag2−/− (TL-deficient) tumors. The RFs further enabled differentiation between Rag2+/− and Rag2−/− tumors. The PCD-derived RFs provided the highest accuracy (0.68) followed by decomposition-derived RFs (0.60) and the EID-derived RFs (0.58). Such non-invasive approaches could aid in tumor stratification for cancer therapy studies.
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Affiliation(s)
- Alex J. Allphin
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC 277101, USA; (D.P.C.); (M.D.H.)
- Correspondence: (A.J.A.); (C.T.B.)
| | - Yvonne M. Mowery
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC 27710, USA; (Y.M.M.); (K.J.L.); (A.M.B.); (R.C.); (D.O.)
- Department of Head and Neck Surgery & Communication Sciences, Duke University Medical Center, Durham, NC 27710, USA
| | - Kyle J. Lafata
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC 27710, USA; (Y.M.M.); (K.J.L.); (A.M.B.); (R.C.); (D.O.)
- Department of Radiology, Duke University, Durham, NC 27710, USA
- Department of Electrical and Computer Engineering, Duke University, Durham, NC 27710, USA
| | - Darin P. Clark
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC 277101, USA; (D.P.C.); (M.D.H.)
| | - Alex M. Bassil
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC 27710, USA; (Y.M.M.); (K.J.L.); (A.M.B.); (R.C.); (D.O.)
| | - Rico Castillo
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC 27710, USA; (Y.M.M.); (K.J.L.); (A.M.B.); (R.C.); (D.O.)
| | - Diana Odhiambo
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC 27710, USA; (Y.M.M.); (K.J.L.); (A.M.B.); (R.C.); (D.O.)
| | - Matthew D. Holbrook
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC 277101, USA; (D.P.C.); (M.D.H.)
| | - Ketan B. Ghaghada
- E.B. Singleton Department of Radiology, Texas Children’s Hospital, Houston, TX 77030, USA;
- Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Cristian T. Badea
- Quantitative Imaging and Analysis Lab, Department of Radiology, Duke University Medical Center, Durham, NC 277101, USA; (D.P.C.); (M.D.H.)
- Correspondence: (A.J.A.); (C.T.B.)
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Ghaghada KB, Bhavane R, Badachhape A, Tanifum E, Annapragada A. Nanoprobes for Computed Tomography and Magnetic Resonance Imaging in Atherosclerosis Research. Methods Mol Biol 2022; 2419:809-823. [PMID: 35238003 DOI: 10.1007/978-1-0716-1924-7_49] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Atheromatous lesions are characterized by intrusion into the vascular lumen, resulting in morphological changes to the blood compartment and into the vessel wall, resulting in characteristic molecular and cellular signatures in the solid tissue of the intima, tunica media, adventitia and surrounding tissue. Nanoprobes can be easily formulated to provide long blood-pool residence and molecular targeting, facilitating the imaging of atheromatous changes. Detection of nanoprobes can be accomplished by a variety of methods. We focus in this chapter on the use of cross-sectional imaging techniques, computed tomography (CT) and magnetic resonance imaging (MRI), that facilitate in vivo, noninvasive imaging of the vascular morphology and molecular/cellular signatures of the atheroma. The methods described are suitable for use in animal models, although versions of the probes are being readied for clinical trials, potentially facilitating clinical use in the future.
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Affiliation(s)
- Ketan B Ghaghada
- E.B. Singleton Department of Radiology, Texas Children's Hospital & Baylor College of Medicine, Houston, TX, USA
| | - Rohan Bhavane
- E.B. Singleton Department of Radiology, Texas Children's Hospital & Baylor College of Medicine, Houston, TX, USA
| | - Andrew Badachhape
- E.B. Singleton Department of Radiology, Texas Children's Hospital & Baylor College of Medicine, Houston, TX, USA
| | - Eric Tanifum
- E.B. Singleton Department of Radiology, Texas Children's Hospital & Baylor College of Medicine, Houston, TX, USA
| | - Ananth Annapragada
- E.B. Singleton Department of Radiology, Texas Children's Hospital & Baylor College of Medicine, Houston, TX, USA.
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Woodfield SE, Shi Y, Patel RH, Chen Z, Shah AP, Srivastava RK, Whitlock RS, Ibarra AM, Larson SR, Sarabia SF, Badachhape A, Starosolski Z, Ghaghada KB, Sumazin P, Annis DA, López-Terrada D, Vasudevan SA. Author Correction: MDM4 inhibition: a novel therapeutic strategy to reactivate p53 in hepatoblastoma. Sci Rep 2021; 11:19916. [PMID: 34599198 PMCID: PMC8486835 DOI: 10.1038/s41598-021-98174-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Affiliation(s)
- Sarah E Woodfield
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA
| | - Yan Shi
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA
| | - Roma H Patel
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA
| | - Zhenghu Chen
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA
| | - Aayushi P Shah
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA
| | - Rohit K Srivastava
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA
| | - Richard S Whitlock
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA
| | - Aryana M Ibarra
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA
| | - Samuel R Larson
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA
| | - Stephen F Sarabia
- Department of Pathology and Immunology, Baylor College of Medicine, Molecular Oncology Laboratory, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Andrew Badachhape
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Zbigniew Starosolski
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Ketan B Ghaghada
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Pavel Sumazin
- Department of Pediatrics, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | | | - Dolores López-Terrada
- Department of Pathology and Immunology, Baylor College of Medicine, Molecular Oncology Laboratory, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Sanjeev A Vasudevan
- Divisions of Pediatric Surgery and Surgical Research, Michael E. DeBakey Department of Surgery, Pediatric Surgical Oncology Laboratory, Texas Children's Surgical Oncology Program, Texas Children's Liver Tumor Program, Dan L. Duncan Cancer Center, Baylor College of Medicine, Texas Children's Hospital, 1102 Bates Ave., Suite 460G, Houston, TX, 77030-2399, USA.
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Starosolski Z, Courtney AN, Srivastava M, Guo L, Stupin I, Metelitsa LS, Annapragada A, Ghaghada KB. A Nanoradiomics Approach for Differentiation of Tumors Based on Tumor-Associated Macrophage Burden. Contrast Media Mol Imaging 2021; 2021:6641384. [PMID: 34220380 PMCID: PMC8216795 DOI: 10.1155/2021/6641384] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 02/26/2021] [Accepted: 05/21/2021] [Indexed: 12/14/2022]
Abstract
Objective Tumor-associated macrophages (TAMs) within the tumor immune microenvironment (TiME) of solid tumors play an important role in treatment resistance and disease recurrence. The purpose of this study was to investigate if nanoradiomics (radiomic analysis of nanoparticle contrast-enhanced images) can differentiate tumors based on TAM burden. Materials and Methods In vivo studies were performed in transgenic mouse models of neuroblastoma with low (N = 11) and high (N = 10) tumor-associated macrophage (TAM) burden. Animals underwent delayed nanoparticle contrast-enhanced CT (n-CECT) imaging at 4 days after intravenous administration of liposomal-iodine agent (1.1 g/kg). CT imaging-derived conventional tumor metrics (tumor volume and CT attenuation) were computed for segmented tumor CT datasets. Nanoradiomic analysis was performed using a PyRadiomics workflow implemented in the quantitative image feature pipeline (QIFP) server containing 900 radiomic features (RFs). RF selection was performed under supervised machine learning using a nonparametric neighborhood component method. A 5-fold validation was performed using a set of linear and nonlinear classifiers for group separation. Statistical analysis was performed using the Kruskal-Wallis test. Results N-CECT imaging demonstrated heterogeneous patterns of signal enhancement in low and high TAM tumors. CT imaging-derived conventional tumor metrics showed no significant differences (p > 0.05) in tumor volume between low and high TAM tumors. Tumor CT attenuation was not significantly different (p > 0.05) between low and high TAM tumors. Machine learning-augmented nanoradiomic analysis revealed two RFs that differentiated (p < 0.002) low TAM and high TAM tumors. The RFs were used to build a linear classifier that demonstrated very high accuracy and further confirmed by 5-fold cross-validation. Conclusions Imaging-derived conventional tumor metrics were unable to differentiate tumors with varying TAM burden; however, nanoradiomic analysis revealed texture differences and enabled differentiation of low and high TAM tumors.
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Affiliation(s)
- Zbigniew Starosolski
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston, TX, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX, USA
| | - Amy N. Courtney
- Texas Children's Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Mayank Srivastava
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston, TX, USA
| | - Linjie Guo
- Texas Children's Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Igor Stupin
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston, TX, USA
| | - Leonid S. Metelitsa
- Texas Children's Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
| | - Ananth Annapragada
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston, TX, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX, USA
| | - Ketan B. Ghaghada
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston, TX, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX, USA
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Ghaghada KB, Ren P, Devkota L, Starosolski Z, Zhang C, Vela D, Stupin IV, Tanifum EA, Annapragada AV, Shen YH, LeMaire SA. Early Detection of Aortic Degeneration in a Mouse Model of Sporadic Aortic Aneurysm and Dissection Using Nanoparticle Contrast-Enhanced Computed Tomography. Arterioscler Thromb Vasc Biol 2021; 41:1534-1548. [PMID: 33535789 PMCID: PMC7990703 DOI: 10.1161/atvbaha.120.315210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Ketan B Ghaghada
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston (K.B.G., L.D., Z.S., I.V.S., E.A.T., A.V.A.)
- Department of Radiology (K.B.G., Z.S., E.A.T., A.V.A.), Baylor College of Medicine, Houston, TX
- Cardiovascular Research Institute (K.B.G., A.V.A., Y.H.S., S.A.L.), Baylor College of Medicine, Houston, TX
| | - Pingping Ren
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (P.R., C.Z., Y.H.S., S.A.L.), Baylor College of Medicine, Houston, TX
| | - Laxman Devkota
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston (K.B.G., L.D., Z.S., I.V.S., E.A.T., A.V.A.)
- Department of Pediatrics, Section of Hematology-Oncology (L.D.), Baylor College of Medicine, Houston, TX
| | - Zbigniew Starosolski
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston (K.B.G., L.D., Z.S., I.V.S., E.A.T., A.V.A.)
- Department of Radiology (K.B.G., Z.S., E.A.T., A.V.A.), Baylor College of Medicine, Houston, TX
| | - Chen Zhang
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (P.R., C.Z., Y.H.S., S.A.L.), Baylor College of Medicine, Houston, TX
| | - Deborah Vela
- Department of Cardiovascular Pathology Research (D.V.), Texas Heart Institute, Houston
| | - Igor V Stupin
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston (K.B.G., L.D., Z.S., I.V.S., E.A.T., A.V.A.)
| | - Eric A Tanifum
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston (K.B.G., L.D., Z.S., I.V.S., E.A.T., A.V.A.)
- Department of Radiology (K.B.G., Z.S., E.A.T., A.V.A.), Baylor College of Medicine, Houston, TX
| | - Ananth V Annapragada
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston (K.B.G., L.D., Z.S., I.V.S., E.A.T., A.V.A.)
- Department of Radiology (K.B.G., Z.S., E.A.T., A.V.A.), Baylor College of Medicine, Houston, TX
- Cardiovascular Research Institute (K.B.G., A.V.A., Y.H.S., S.A.L.), Baylor College of Medicine, Houston, TX
| | - Ying H Shen
- Cardiovascular Research Institute (K.B.G., A.V.A., Y.H.S., S.A.L.), Baylor College of Medicine, Houston, TX
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (P.R., C.Z., Y.H.S., S.A.L.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (Y.H.S., S.A.L.), Texas Heart Institute, Houston
| | - Scott A LeMaire
- Cardiovascular Research Institute (K.B.G., A.V.A., Y.H.S., S.A.L.), Baylor College of Medicine, Houston, TX
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (P.R., C.Z., Y.H.S., S.A.L.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (Y.H.S., S.A.L.), Texas Heart Institute, Houston
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Lorkowski ME, Atukorale PU, Ghaghada KB, Karathanasis E. Stimuli-Responsive Iron Oxide Nanotheranostics: A Versatile and Powerful Approach for Cancer Therapy. Adv Healthc Mater 2021; 10:e2001044. [PMID: 33225633 PMCID: PMC7933107 DOI: 10.1002/adhm.202001044] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Revised: 10/14/2020] [Indexed: 12/16/2022]
Abstract
Recent advancements in unravelling elements of cancer biology involved in disease progression and treatment resistance have highlighted the need for a holistic approach to effectively tackle cancer. Stimuli-responsive nanotheranostics based on iron oxide nanoparticles are an emerging class of versatile nanomedicines with powerful capabilities to "seek, sense, and attack" multiple components of solid tumors. In this work, the rationale for using iron oxide nanoparticles and the basic physical principles that impact their function in biomedical applications are reviewed. Subsequently, recent advances in the integration of iron oxide nanoparticles with various stimulus mechanisms to facilitate the development of stimuli-responsive nanotheranostics for application in cancer therapy are summarized. The integration of an iron oxide core with various surface coating mechanisms results in the generation of hybrid nanoconstructs with capabilities to codeliver a wide variety of highly potent anticancer therapeutics and immune modulators. Finally, emerging future directions and considerations for their clinical translation are touched upon.
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Affiliation(s)
- Morgan E. Lorkowski
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Prabhani U. Atukorale
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
| | - Ketan B. Ghaghada
- Edward B. Singleton Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, USA
- Department of Radiology, Baylor College of Medicine, Houston, Texas, USA
| | - Efstathios Karathanasis
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, USA
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Badachhape AA, Working PK, Srivastava M, Bhandari P, Stupin IV, Devkota L, Tanifum EA, Annapragada AV, Ghaghada KB. Pre-clinical dose-ranging efficacy, pharmacokinetics, tissue biodistribution, and toxicity of a targeted contrast agent for MRI of amyloid deposition in Alzheimer's disease. Sci Rep 2020; 10:16185. [PMID: 32999398 PMCID: PMC7527957 DOI: 10.1038/s41598-020-73233-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 09/09/2020] [Indexed: 01/30/2023] Open
Abstract
In these preclinical studies, we describe ADx-001, an Aβ-targeted liposomal macrocyclic gadolinium (Gd) imaging agent, for MRI of amyloid plaques. The targeting moiety is a novel lipid-PEG conjugated styryl-pyrimidine. An MRI-based contrast agent such as ADx-001 is attractive because of the lack of radioactivity, ease of distribution, long shelf life, and the prevalence of MRI scanners. Dose-ranging efficacy studies were performed on a 1 T MRI scanner using a transgenic APP/PSEN1 mouse model of Alzheimer's disease. ADx-001 was tested at 0.10, 0.15, and 0.20 mmol Gd/kg. Gold standard post-mortem amyloid immunostaining was used for the determination of sensitivity and specificity. ADx-001 toxicity was evaluated in rats and monkeys at doses up to 0.30 mmol Gd/kg. ADx-001 pharmacokinetics were determined in monkeys and its tissue distribution was evaluated in rats. ADx-001-enhanced MRI demonstrated significantly higher (p < 0.05) brain signal enhancement in transgenic mice relative to wild type mice at all dose levels. ADx-001 demonstrated high sensitivity at 0.20 and 0.15 mmol Gd/kg and excellent specificity at all dose levels for in vivo imaging of β amyloid plaques. ADx-001 was well tolerated in rats and monkeys and exhibited the slow clearance from circulation and tissue biodistribution typical of PEGylated nanoparticles.
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Affiliation(s)
- Andrew A Badachhape
- Department of Radiology, Baylor College of Medicine, Houston, TX, 77030, USA
| | | | - Mayank Srivastava
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Prajwal Bhandari
- Department of Radiology, Baylor College of Medicine, 1102 Bates Street, Suite 850, Houston, TX, 77030, USA
| | - Igor V Stupin
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Laxman Devkota
- Department of Pediatrics-Oncology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Eric A Tanifum
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Ananth V Annapragada
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Ketan B Ghaghada
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
- Department of Radiology, Baylor College of Medicine, 1102 Bates Street, Suite 850, Houston, TX, 77030, USA.
- Edward B. Singleton Department of Radiology, Texas Children's Hospital, Houston, USA.
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Abstract
RATIONALE Brain arteriovenous malformations (AVMs) are abnormal tangles of vessels where arteries and veins directly connect without intervening capillary nets, increasing the risk of intracerebral hemorrhage and stroke. Current treatments are highly invasive and often not feasible. Thus, effective noninvasive treatments are needed. We previously showed that AVM-brain endothelial cells (BECs) secreted higher VEGF (vascular endothelial growth factor) and lower TSP-1 (thrombospondin-1) levels than control BEC; and that microRNA-18a (miR-18a) normalized AVM-BEC function and phenotype, although its mechanism remained unclear. OBJECTIVE To elucidate the mechanism of action and potential clinical application of miR-18a as an effective noninvasive treatment to selectively restore the phenotype and functionality of AVM vasculature. METHODS AND RESULTS The molecular pathways affected by miR-18a in patient-derived BECs and AVM-BECs were determined by Western blot, RT-qPCR (quantitative reverse transcription polymerase chain reaction), ELISA, co-IP, immunostaining, knockdown and overexpression studies, flow cytometry, and luciferase reporter assays. miR-18a was shown to increase TSP-1 and decrease VEGF by reducing PAI-1 (plasminogen activator inhibitor-1/SERPINE1) levels. Furthermore, miR-18a decreased the expression of BMP4 (bone morphogenetic protein 4) and HIF-1α (hypoxia-inducible factor 1α), blocking the BMP4/ALK (activin-like kinase) 2/ALK1/ALK5 and Notch signaling pathways. As determined by Boyden chamber assays, miR-18a also reduced the abnormal AVM-BEC invasiveness, which correlated with a decrease in MMP2 (matrix metalloproteinase 2), MMP9, and ADAM10 (ADAM metallopeptidase domain 10) levels. In vivo pharmacokinetic studies showed that miR-18a reaches the brain following intravenous and intranasal administration. Intranasal co-delivery of miR-18a and NEO100, a good manufacturing practices-quality form of perillyl alcohol, improved the pharmacokinetic profile of miR-18a in the brain without affecting its pharmacological properties. Ultra-high-resolution computed tomography angiography and immunostaining studies in an Mgp-/- AVM mouse model showed that miR-18a decreased abnormal cerebral vasculature and restored the functionality of the bone marrow, lungs, spleen, and liver. CONCLUSIONS miR-18a may have significant clinical value in preventing, reducing, and potentially reversing AVM.
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Affiliation(s)
- Nagore I Marín-Ramos
- Departments of Neurosurgery (N.I.M.-R., T.Z.T., T.C.C., S.L.G.), Keck School of Medicine, University of Southern California, Los Angeles
| | - Thu Zan Thein
- Departments of Neurosurgery (N.I.M.-R., T.Z.T., T.C.C., S.L.G.), Keck School of Medicine, University of Southern California, Los Angeles
| | - Ketan B Ghaghada
- Department of Pediatric Radiology, Texas Children's Hospital, Houston (K.B.G.)
| | - Thomas C Chen
- Departments of Neurosurgery (N.I.M.-R., T.Z.T., T.C.C., S.L.G.), Keck School of Medicine, University of Southern California, Los Angeles.,Departments of Pathology (T.C.C., F.M.H.), Keck School of Medicine, University of Southern California, Los Angeles
| | - Steven L Giannotta
- Departments of Neurosurgery (N.I.M.-R., T.Z.T., T.C.C., S.L.G.), Keck School of Medicine, University of Southern California, Los Angeles
| | - Florence M Hofman
- Departments of Pathology (T.C.C., F.M.H.), Keck School of Medicine, University of Southern California, Los Angeles
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19
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Woodfield SE, Patel RH, Ibarra AM, Zorman B, Badachhape A, Ghaghada KB, Lopez-Terrada D, Sumazin P, Vasudevan SA. Abstract B76: Characterizing vascular invasion in hepatoblastoma. Cancer Res 2020. [DOI: 10.1158/1538-7445.pedca19-b76] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Hepatoblastoma (HB) is the most common pediatric liver malignancy, and patients with high-risk, metastatic disease have a five-year overall survival (OS) of only about 40%. Of note, HB patients with vascular invasion (VI) have a much worse OS. Our hypothesis is that HB tumors with VI possess unique clones that invade the vasculature, resulting in dissemination of disease. We injected the aggressive HepT1 cell line with confirmed CTNNB1 and NFE2L2 mutations in the livers of immunocompromised NSG mice to generate intrahepatic tumors. After 4 weeks, we had 100% take of tumors in animals. Serum human α-fetoprotein (AFP) increased with the growth of tumors. At time of death, we saw clear presence of intrahepatic VI, vena caval tumor thrombus, extrahepatic disease including within periportal lymph nodes, and lung metastasis in animals with tumors. We grew adherent and nonadherent cell lines from tumor samples, including one cell line from intrahepatic VI and one from vena caval tumor thrombus. Cells derived from VI areas had obvious differences in phenotype from cells from the primary tumor (PT). To further pursue these provocative changes between PT and VI areas, we generated two unique patient-derived xenograft (PDX) models of HB with intrahepatic implantation of PT and VI tumor samples from a nonmetastatic pretreatment extent of disease (PRETEXT) stage 4 patient. Mice harboring the VI PDX showed serum elevation of human AFP and obvious tumor with MRI. PT and VI PDX tissues expressed established HB markers nuclear Beta-catenin, Glypican-3, and AFP, resembling the primary patient sample. We also developed a novel cell line with growth of cells from a VI tumor in vitro. With both the HepT1 and PDX models, gene set enrichment transcriptomic analyses of RNA sequencing data showed clear changes in expression in aggressive tissues that invaded vessels, including significant (p<0.05) changes in pathways associated with liver damage, inflammation, and metabolism. Further exploration of these pathways and agents that target these pathways could improve outcomes for HB patients with invasive disease.
Citation Format: Sarah E. Woodfield, Roma H. Patel, Aryana M. Ibarra, Barry Zorman, Andrew Badachhape, Ketan B. Ghaghada, Dolores Lopez-Terrada, Pavel Sumazin, Sanjeev A. Vasudevan. Characterizing vascular invasion in hepatoblastoma [abstract]. In: Proceedings of the AACR Special Conference on the Advances in Pediatric Cancer Research; 2019 Sep 17-20; Montreal, QC, Canada. Philadelphia (PA): AACR; Cancer Res 2020;80(14 Suppl):Abstract nr B76.
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20
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Devkota L, Starosolski Z, Rivas CH, Stupin I, Annapragada A, Ghaghada KB, Parihar R. Detection of response to tumor microenvironment-targeted cellular immunotherapy using nano-radiomics. Sci Adv 2020; 6:eaba6156. [PMID: 32832602 PMCID: PMC7439308 DOI: 10.1126/sciadv.aba6156] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 05/27/2020] [Indexed: 05/07/2023]
Abstract
Immunotherapies, including cell-based therapies, targeting the tumor microenvironment (TME) result in variable and delayed responses. Thus, it has been difficult to gauge the efficacy of TME-directed therapies early after administration. We investigated a nano-radiomics approach (quantitative analysis of nanoparticle contrast-enhanced three-dimensional images) for detection of tumor response to cellular immunotherapy directed against myeloid-derived suppressor cells (MDSCs), a key component of TME. Animals bearing human MDSC-containing solid tumor xenografts received treatment with MDSC-targeting human natural killer (NK) cells and underwent nanoparticle contrast-enhanced computed tomography (CT) imaging. Whereas conventional CT-derived tumor metrics were unable to differentiate NK cell immunotherapy tumors from untreated tumors, nano-radiomics revealed texture-based features capable of differentiating treatment groups. Our study shows that TME-directed cellular immunotherapy causes subtle changes not effectively gauged by conventional imaging metrics but revealed by nano-radiomics. Our work provides a method for noninvasive assessment of TME-directed immunotherapy potentially applicable to numerous solid tumors.
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Affiliation(s)
- Laxman Devkota
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, USA
- Department of Pediatrics, Section of Hematology-Oncology, Baylor College of Medicine, Houston, TX, USA
| | - Zbigniew Starosolski
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX, USA
| | - Charlotte H. Rivas
- Department of Pediatrics, Section of Hematology-Oncology, Baylor College of Medicine, Houston, TX, USA
- Center for Cell and Gene Therapy, Texas Children’s Hospital, Houston Methodist Hospital, and Baylor College of Medicine, Houston, TX, USA
| | - Igor Stupin
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, USA
| | - Ananth Annapragada
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX, USA
| | - Ketan B. Ghaghada
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX, USA
| | - Robin Parihar
- Department of Pediatrics, Section of Hematology-Oncology, Baylor College of Medicine, Houston, TX, USA
- Center for Cell and Gene Therapy, Texas Children’s Hospital, Houston Methodist Hospital, and Baylor College of Medicine, Houston, TX, USA
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Luo W, Wang Y, Zhang L, Ren P, Zhang C, Li Y, Azares AR, Zhang M, Guo J, Ghaghada KB, Starosolski ZA, Rajapakshe K, Coarfa C, Li Y, Chen R, Fujiwara K, Abe JI, Coselli JS, Milewicz DM, LeMaire SA, Shen YH. Critical Role of Cytosolic DNA and Its Sensing Adaptor STING in Aortic Degeneration, Dissection, and Rupture. Circulation 2019; 141:42-66. [PMID: 31887080 DOI: 10.1161/circulationaha.119.041460] [Citation(s) in RCA: 121] [Impact Index Per Article: 24.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Sporadic aortic aneurysm and dissection (AAD), caused by progressive aortic smooth muscle cell (SMC) loss and extracellular matrix degradation, is a highly lethal condition. Identifying mechanisms that drive aortic degeneration is a crucial step in developing an effective pharmacologic treatment to prevent disease progression. Recent evidence has indicated that cytosolic DNA and abnormal activation of the cytosolic DNA sensing adaptor STING (stimulator of interferon genes) play a critical role in vascular inflammation and destruction. Here, we examined the involvement of this mechanism in aortic degeneration and sporadic AAD formation. METHODS The presence of cytosolic DNA in aortic cells and activation of the STING pathway were examined in aortic tissues from patients with sporadic ascending thoracic AAD. The role of STING in AAD development was evaluated in Sting-deficient (Stinggt/gt) mice in a sporadic AAD model induced by challenging mice with a combination of a high-fat diet and angiotensin II. We also examined the direct effects of STING on SMC death and macrophage activation in vitro. RESULTS In human sporadic AAD tissues, we observed the presence of cytosolic DNA in SMCs and macrophages and significant activation of the STING pathway. In the sporadic AAD model, Stinggt/gt mice showed significant reductions in challenge-induced aortic enlargement, dissection, and rupture in both the thoracic and abdominal aortic regions. Single-cell transcriptome analysis revealed that aortic challenge in wild-type mice induced the DNA damage response, the inflammatory response, dedifferentiation and cell death in SMCs, and matrix metalloproteinase expression in macrophages. These changes were attenuated in challenged Stinggt/gt mice. Mechanistically, nuclear and mitochondrial DNA damage in SMCs and the subsequent leak of DNA to the cytosol activated STING signaling, which induced cell death through apoptosis and necroptosis. In addition, DNA from damaged SMCs was engulfed by macrophages in which it activated STING and its target interferon regulatory factor 3, which directly induced matrix metalloproteinase-9 expression. We also found that pharmacologically inhibiting STING activation partially prevented AAD development. CONCLUSIONS Our findings indicate that the presence of cytosolic DNA and subsequent activation of cytosolic DNA sensing adaptor STING signaling represent a key mechanism in aortic degeneration and that targeting STING may prevent sporadic AAD development.
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Affiliation(s)
- Wei Luo
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
| | - Yidan Wang
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
| | - Lin Zhang
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
| | - Pingping Ren
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
| | - Chen Zhang
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
| | - Yanming Li
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
| | - Alon R Azares
- Molecular Cardiology Research Lab (A.R.A.), Texas Heart Institute, Houston
| | - Michelle Zhang
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
| | - Jiao Guo
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
| | - Ketan B Ghaghada
- Department of Pediatric Radiology, Texas Children's Hospital, Houston (K.B.G., Z.A.S.)
| | | | - Kimal Rajapakshe
- Department of Molecular and Cellular Biology (K.R., C.C.), Baylor College of Medicine, Houston, TX
| | - Cristian Coarfa
- Dan L. Duncan Cancer Center (C.C.), Baylor College of Medicine, Houston, TX
| | - Yumei Li
- Human Genome Sequencing Center (Yumei Li, R.C.), Baylor College of Medicine, Houston, TX
| | - Rui Chen
- Department of Biochemistry and Molecular Biology (R.C.), Baylor College of Medicine, Houston, TX
- Department of Molecular and Human Genetics (R.C.), Baylor College of Medicine, Houston, TX
- Human Genome Sequencing Center (Yumei Li, R.C.), Baylor College of Medicine, Houston, TX
| | - Keigi Fujiwara
- Department of Biostatistics and Division of Internal Medicine, Department of Cardiology Research, The University of Texas MD Anderson Cancer Center, Houston (K.F., J.A.)
| | - Jun-Ichi Abe
- Department of Biostatistics and Division of Internal Medicine, Department of Cardiology Research, The University of Texas MD Anderson Cancer Center, Houston (K.F., J.A.)
| | - Joseph S Coselli
- Cardiovascular Research Institute (J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
| | - Dianna M Milewicz
- Division of Medical Genetics, Department of Internal Medicine, The University of Texas Health Science Center at Houston (D.M.M.)
| | - Scott A LeMaire
- Cardiovascular Research Institute (J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
| | - Ying H Shen
- Cardiovascular Research Institute (J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Division of Cardiothoracic Surgery, Michael E. DeBakey Department of Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, M.Z., J.G., J.S.C., S.A.L., Y.H.S.), Baylor College of Medicine, Houston, TX
- Department of Cardiovascular Surgery (W.L., Y.W., L.Z., P.R., C.Z., Yanming Li, J.G., J.S.C., S.A.L., Y.H.S.), Texas Heart Institute, Houston
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22
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Turan O, Bielecki P, Tong K, Covarrubias G, Moon T, Rahmy A, Cooley S, Park Y, Peiris PM, Ghaghada KB, Karathanasis E. Effect of Dose and Selection of Two Different Ligands on the Deposition and Antitumor Efficacy of Targeted Nanoparticles in Brain Tumors. Mol Pharm 2019; 16:4352-4360. [PMID: 31442061 DOI: 10.1021/acs.molpharmaceut.9b00693] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Deposition of nanoparticles to tumors often can be enhanced by targeting receptors overexpressed in a tumor. However, a tumor may exhibit a finite number of a biomarker that is accessible and targetable by nanoparticles, limiting the available landing spots. To explore this, we selected two different biomarkers that effectively home nanoparticles in brain tumors. Specifically, we used either an αvβ3 integrin-targeting peptide or a fibronectin-targeting peptide as a ligand on nanoparticles termed RGD-NP and CREKA-NP, respectively. In mouse models of glioblastoma multiforme, we systemically injected the nanoparticles loaded with a cytotoxic drug at different doses ranging from 2 to 8 mg/kg drug. The upper dose threshold of RGD-NP is ∼2 mg/kg. CREKA-NP reached its upper dose threshold at 5 mg/kg. For both targeted nanoparticle variants, higher dose did not ensure higher intratumoral drug levels, but it contributed to elevated off-target deposition and potentially greater toxicity. A cocktail combining RGD-NP and CREKA-NP was then administered at a dose corresponding to the upper dose threshold for each formulation resulting in a 3-fold higher intratumoral deposition than the individual formulations. The combination of the two different targeting schemes at the appropriate dose for each nanoparticle variant facilitated remarkable increase in intratumoral drug levels that was not achievable by a sole targeting nanoparticle alone.
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Affiliation(s)
- Oguz Turan
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States
| | - Peter Bielecki
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States
| | - Kathleen Tong
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States
| | - Gil Covarrubias
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States
| | - Taylor Moon
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States
| | - Abdelrahman Rahmy
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States
| | - Shane Cooley
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States
| | - Youngjun Park
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States
| | - Pubudu M Peiris
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States.,Case Comprehensive Cancer Center , Case Western Reserve University , Cleveland , Ohio 44106 , United States
| | - Ketan B Ghaghada
- Edward B. Singleton Department of Pediatric Radiology , Texas Children's Hospital , Houston , Texas 77030 , United States
| | - Efstathios Karathanasis
- Department of Biomedical Engineering, School of Medicine , Case Western Reserve University , Cleveland , Ohio 44106 , United States.,Case Comprehensive Cancer Center , Case Western Reserve University , Cleveland , Ohio 44106 , United States
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23
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Turan O, Bielecki P, Perera V, Lorkowski M, Covarrubias G, Tong K, Yun A, Rahmy A, Ouyang T, Raghunathan S, Gopalakrishnan R, Griswold MA, Ghaghada KB, Peiris PM, Karathanasis E. Delivery of drugs into brain tumors using multicomponent silica nanoparticles. Nanoscale 2019; 11:11910-11921. [PMID: 31187845 PMCID: PMC7776621 DOI: 10.1039/c9nr02876e] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Glioblastomas are highly lethal cancers defined by resistance to conventional therapies and rapid recurrence. While new brain tumor cell-specific drugs are continuously becoming available, efficient drug delivery to brain tumors remains a limiting factor. We developed a multicomponent nanoparticle, consisting of an iron oxide core and a mesoporous silica shell that can effectively deliver drugs across the blood-brain barrier into glioma cells. When exposed to alternating low-power radiofrequency (RF) fields, the nanoparticle's mechanical tumbling releases the entrapped drug molecules from the pores of the silica shell. After directing the nanoparticle to target the near-perivascular regions and altered endothelium of the brain tumor via fibronectin-targeting ligands, rapid drug release from the nanoparticles is triggered by RF facilitating wide distribution of drug delivery across the blood-brain tumor interface.
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Affiliation(s)
- O Turan
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA.
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24
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Badea CT, Clark DP, Holbrook M, Srivastava M, Mowery Y, Ghaghada KB. Functional imaging of tumor vasculature using iodine and gadolinium-based nanoparticle contrast agents: a comparison of spectral micro-CT using energy integrating and photon counting detectors. Phys Med Biol 2019; 64:065007. [PMID: 30708357 PMCID: PMC6607440 DOI: 10.1088/1361-6560/ab03e2] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Advances in computed tomography (CT) hardware have propelled the development of novel CT contrast agents. In particular, the spectral capabilities of x-ray CT can facilitate simultaneous imaging of multiple contrast agents. This approach is particularly useful for functional imaging of solid tumors by simultaneous visualization of multiple targets or architectural features that govern cancer development and progression. Nanoparticles are a promising platform for contrast agent development. While several novel imaging moieties based on high atomic number elements are being explored, iodine (I) and gadolinium (Gd) are particularly attractive because of their existing approval for clinical use. In this work, we investigate the in vivo discrimination of I and Gd nanoparticle contrast agents using both dual energy micro-CT with energy integrating detectors (DE-EID) and photon counting detector (PCD)-based spectral micro-CT. Simulations and phantom experiments were performed using varying concentrations of I and Gd to determine the imaging performance with optimized acquisition parameters. Quantitative spectral micro-CT imaging using liposomal-iodine (Lip-I) and liposomal-Gd (Lip-Gd) nanoparticle contrast agents was performed in sarcoma bearing mice for anatomical and functional imaging of tumor vasculature. Iterative reconstruction provided high sensitivity to detect and discriminate relatively low I and Gd concentrations. According to the Rose criterion applied to the experimental results, the detectability limits for I and Gd were approximately 2.5 mg ml-1 for both DE-EID CT and PCD micro-CT, even if the radiation dose was approximately 3.8 times lower with PCD micro-CT. The material concentration maps confirmed expected biodistributions of contrast agents in the blood, liver, spleen and kidneys. The PCD provided lower background signal and better simultaneous visualization of tumor vasculature and intratumoral distribution patterns of nanoparticle contrast agent compared to DE-EID decompositions. Preclinical spectral CT systems such as this could be useful for functional characterization of solid tumors, simultaneous quantitative imaging of multiple targets and for identifying clinically-relevant applications that benefit from the use of spectral imaging. Additionally, it could aid in the development nanoparticles that show promise in the developing field of cancer theranostics (therapy and diagnostics) by measuring vascular tumor biomarkers such as fractional blood volume and the delivery of liposomal chemotherapeutics.
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Affiliation(s)
- C T Badea
- Department of Radiology, Center for In Vivo Microscopy, Duke University, Durham, NC 27710, United States of America.,http://civm.duhs.duke.edu/.,Author to whom any correspondence should be addressed
| | - D P Clark
- Department of Radiology, Center for In Vivo Microscopy, Duke University, Durham, NC 27710, United States of America
| | - M Holbrook
- Department of Radiology, Center for In Vivo Microscopy, Duke University, Durham, NC 27710, United States of America
| | - M Srivastava
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX 77030, United States of America
| | - Y Mowery
- Department of Radiation Oncology, Duke University, Durham, NC 27710, United States of America
| | - K B Ghaghada
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX 77030, United States of America
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25
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Badachhape AA, Kumar A, Ghaghada KB, Stupin IV, Srivastava M, Devkota L, Starosolski Z, Tanifum EA, George V, Fox KA, Yallampalli C, Annapragada AV. Pre-clinical magnetic resonance imaging of retroplacental clear space throughout gestation. Placenta 2019; 77:1-7. [PMID: 30827350 DOI: 10.1016/j.placenta.2019.01.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Revised: 01/16/2019] [Accepted: 01/21/2019] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Visualization of the retroplacental clear space (RPCS) may provide critical insight into the development of abnormally invasive placenta (AIP). In this pre-clinical study, we characterized the appearance of the RPCS on magnetic resonance imaging (MRI) during the second half of gestation using a liposomal gadolinium contrast agent (liposomal-Gd). MATERIALS AND METHODS Studies were performed in fifteen pregnant C57BL/6 mice at 10, 12, 14, 16, and 18 days of gestation. MRI was performed on a 1T permanent magnet scanner. Pre-contrast and post-contrast images were acquired using T1-weighted gradient-recalled echo (T1w-GRE) and T2-weighted fast spin echo (T2w-FSE) sequences. Animals were euthanized after imaging and feto-placental units harvested for histological examination. Visualization of the RPCS was scored by a maternal-fetal radiologist and quantified by measuring the contrast-to-noise ratio (CNR) on T1w images. Feto-placental features were segmented for analysis of volumetric changes during gestation. RESULTS Contrast-enhanced T1w images enabled the visualization of structural changes in placental development between days 10-18 of gestation. Although the placental margin on the fetal side was clearly visible at all time points, the RPCS was partially visible at day 10 of gestation, and clearly visible by day 12. Hematoxylin and eosin (H&E) staining of the placental tissue corroborated MRI findings of structural and morphological changes in the placenta. CONCLUSIONS Contrast-enhanced MR imaging using liposomal-Gd enabled adequate visualization of the retroplacental clear space starting at day 12 of gestation. The agent also enabled characterization of placental structure and morphological changes through gestation.
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Affiliation(s)
- Andrew A Badachhape
- Department of Radiology, Baylor College of Medicine, Houston, TX, 77030, USA; The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
| | - Aarav Kumar
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
| | - Ketan B Ghaghada
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
| | - Igor V Stupin
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
| | - Mayank Srivastava
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
| | - Laxman Devkota
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA; Baylor College of Medicine, Houston, TX, 77030, USA.
| | - Zbigniew Starosolski
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA; Baylor College of Medicine, Houston, TX, 77030, USA.
| | - Eric A Tanifum
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
| | - Verghese George
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
| | - Karin A Fox
- Department of Obstetrics and Gynecology, Texas Children's Hospital, Houston, TX, 77030, USA.
| | | | - Ananth V Annapragada
- The Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
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26
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Bhavane R, Starosolski Z, Stupin I, Ghaghada KB, Annapragada A. NIR-II fluorescence imaging using indocyanine green nanoparticles. Sci Rep 2018; 8:14455. [PMID: 30262808 PMCID: PMC6160486 DOI: 10.1038/s41598-018-32754-y] [Citation(s) in RCA: 73] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 09/12/2018] [Indexed: 01/11/2023] Open
Abstract
Fluorescence imaging in the second near-infrared window (NIR-II) holds promise for real-time deep tissue imaging. In this work, we investigated the NIR-II fluorescence properties of a liposomal formulation of indocyanine green (ICG), a FDA-approved dye that was recently shown to exhibit NIR-II fluorescence. Fluorescence spectra of liposomal-ICG were collected in phosphate-buffered saline (PBS) and plasma. Imaging studies in an Intralipid® phantom were performed to determine penetration depth. In vivo imaging studies were performed to test real-time visualization of vascular structures in the hind limb and intracranial regions. Free ICG, NIR-I imaging, and cross-sectional imaging modalities (MRI and CT) were used as comparators. Fluorescence spectra demonstrated the strong NIR-II fluorescence of liposomal-ICG, similar to free ICG in plasma. In vitro studies demonstrated superior performance of liposomal-ICG over free ICG for NIR-II imaging of deep (≥4 mm) vascular mimicking structures. In vivo, NIR-II fluorescence imaging using liposomal-ICG resulted in significantly (p < 0.05) higher contrast-to-noise ratio compared to free ICG for extended periods of time, allowing visualization of hind limb and intracranial vasculature for up to 4 hours post-injection. In vivo comparisons demonstrated higher vessel conspicuity with liposomal-ICG-enhanced NIR-II imaging compared to NIR-I imaging.
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Affiliation(s)
- Rohan Bhavane
- Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Zbigniew Starosolski
- Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Igor Stupin
- Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
| | - Ketan B Ghaghada
- Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA.
| | - Ananth Annapragada
- Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX, 77030, USA
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27
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Woodside DG, Tanifum EA, Ghaghada KB, Biediger RJ, Caivano AR, Starosolski ZA, Khounlo S, Bhayana S, Abbasi S, Craft JW, Maxwell DS, Patel C, Stupin IV, Bakthavatsalam D, Market RV, Willerson JT, Dixon RAF, Vanderslice P, Annapragada AV. Magnetic Resonance Imaging of Atherosclerotic Plaque at Clinically Relevant Field Strengths (1T) by Targeting the Integrin α4β1. Sci Rep 2018; 8:3733. [PMID: 29487319 PMCID: PMC5829217 DOI: 10.1038/s41598-018-21893-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 02/12/2018] [Indexed: 02/07/2023] Open
Abstract
Inflammation drives the degradation of atherosclerotic plaque, yet there are no non-invasive techniques available for imaging overall inflammation in atherosclerotic plaques, especially in the coronary arteries. To address this, we have developed a clinically relevant system to image overall inflammatory cell burden in plaque. Here, we describe a targeted contrast agent (THI0567-targeted liposomal-Gd) that is suitable for magnetic resonance (MR) imaging and binds with high affinity and selectivity to the integrin α4β1(very late antigen-4, VLA-4), a key integrin involved in recruiting inflammatory cells to atherosclerotic plaques. This liposomal contrast agent has a high T1 relaxivity (~2 × 105 mM-1s-1 on a particle basis) resulting in the ability to image liposomes at a clinically relevant MR field strength. We were able to visualize atherosclerotic plaques in various regions of the aorta in atherosclerosis-prone ApoE-/- mice on a 1 Tesla small animal MRI scanner. These enhanced signals corresponded to the accumulation of monocyte/macrophages in the subendothelial layer of atherosclerotic plaques in vivo, whereas non-targeted liposomal nanoparticles did not demonstrate comparable signal enhancement. An inflammatory cell-targeted method that has the specificity and sensitivity to measure the inflammatory burden of a plaque could be used to noninvasively identify patients at risk of an acute ischemic event.
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Affiliation(s)
- Darren G Woodside
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA.
| | - Eric A Tanifum
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Ketan B Ghaghada
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Ronald J Biediger
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Amy R Caivano
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Zbigniew A Starosolski
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Sayadeth Khounlo
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Saakshi Bhayana
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Shahrzad Abbasi
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - John W Craft
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA.,Department of Biology and Chemistry, University of Houston, 4800 Calhoun Road, Houston, Texas, 77004, USA
| | - David S Maxwell
- Department of Experimental Therapeutics, University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, Texas, 77030, USA.,Department of Institutional Analytics and Informatics, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Chandreshkumar Patel
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | - Igor V Stupin
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA
| | | | - Robert V Market
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - James T Willerson
- Division of Cardiology Research, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Richard A F Dixon
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Peter Vanderslice
- Department of Molecular Cardiology, Texas Heart Institute, 6770 Bertner Avenue, Houston, Texas, 77030, USA
| | - Ananth V Annapragada
- Department of Pediatric Radiology, Texas Children's Hospital, 6621 Fannin Street, Houston, Texas, 77030, USA.
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28
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Starosolski Z, Bhavane R, Ghaghada KB, Vasudevan SA, Kaay A, Annapragada A. Indocyanine green fluorescence in second near-infrared (NIR-II) window. PLoS One 2017; 12:e0187563. [PMID: 29121078 PMCID: PMC5679521 DOI: 10.1371/journal.pone.0187563] [Citation(s) in RCA: 130] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Accepted: 10/23/2017] [Indexed: 01/08/2023] Open
Abstract
Indocyanine green (ICG), a FDA approved near infrared (NIR) fluorescent agent, is used in the clinic for a variety of applications including lymphangiography, intra-operative lymph node identification, tumor imaging, superficial vascular imaging, and marking ischemic tissues. These applications operate in the so-called "NIR-I" window (700-900 nm). Recently, imaging in the "NIR-II" window (1000-1700 nm) has attracted attention since, at longer wavelengths, photon absorption, and scattering effects by tissue components are reduced, making it possible to image deeper into the underlying tissue. Agents for NIR-II imaging are, however, still in pre-clinical development. In this study, we investigated ICG as a NIR-II dye. The absorbance and NIR-II fluorescence emission of ICG were measured in different media (PBS, plasma and ethanol) for a range of ICG concentrations. In vitro and in vivo testing were performed using a custom-built spectral NIR assembly to facilitate simultaneous imaging in NIR-I and NIR-II window. In vitro studies using ICG were performed using capillary tubes (as a simulation of blood vessels) embedded in Intralipid solution and tissue phantoms to evaluate depth of tissue penetration in NIR-I and NIR-II window. In vivo imaging using ICG was performed in nude mice to evaluate vascular visualization in the hind limb in the NIR-I and II windows. Contrast-to-noise ratios (CNR) were calculated for comparison of image quality in NIR-I and NIR-II window. ICG exhibited significant fluorescence emission in the NIR-II window and this emission (similar to the absorption profile) is substantially affected by the environment of the ICG molecules. In vivo imaging further confirmed the utility of ICG as a fluorescent dye in the NIR-II domain, with the CNR values being ~2 times those in the NIR-I window. The availability of an FDA approved imaging agent could accelerate the clinical translation of NIR-II imaging technology.
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Affiliation(s)
- Zbigniew Starosolski
- Edward B. Singleton Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
- * E-mail: (ZS); (RB)
| | - Rohan Bhavane
- Edward B. Singleton Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
- * E-mail: (ZS); (RB)
| | - Ketan B. Ghaghada
- Edward B. Singleton Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
| | - Sanjeev A. Vasudevan
- Department of Surgery, Baylor College of Medicine, Houston, Texas, United States of America
| | - Alexander Kaay
- Avue LLC., Santa Barbara, California, United States of America
| | - Ananth Annapragada
- Edward B. Singleton Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
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29
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Ghaghada KB, Starosolski ZA, Bhayana S, Stupin I, Patel CV, Bhavane RC, Gao H, Bednov A, Yallampalli C, Belfort M, George V, Annapragada AV. Pre-clinical evaluation of a nanoparticle-based blood-pool contrast agent for MR imaging of the placenta. Placenta 2017; 57:60-70. [DOI: 10.1016/j.placenta.2017.06.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Revised: 05/03/2017] [Accepted: 06/12/2017] [Indexed: 12/21/2022]
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30
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Courtney AN, Tian G, Marinova E, Wei J, Guo L, Jin J, Gao X, Ghaghada KB, Heczey A, Metelitsa LS. NKT cells control tumor associated macrophages and metastatic growth in neuroblastoma. The Journal of Immunology 2017. [DOI: 10.4049/jimmunol.198.supp.204.24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Va24-invariant NKT cells (NKTs) control tumor growth via poorly understood interactions with CD1d-positive tumor-associated macrophages (TAMs). TAMs comprise M1- and M2-like subsets, but only CD163high M2-like TAMs are associated with poor outcome in neuroblastoma (NB) patients. Here, we demonstrate that NKTs selectively target M2-like TAMs via contact-dependent and independent mechanisms. Upon direct contact with antigen-pulsed M1 or M2, NKTs selectively kill the latter. Additionally, we found that antigen-activated NKTs could reprogram M2 into functional M1-like macrophages via GM-CSF production. Furthermore, adoptive transfer of human NKTs resulted in M1-like polarization of TAMs in metastatic NB xenografts in humanized NSG mice. To further explore the role of NKT–TAM axis in tumor immune surveillance, we examined the effect of NKT deficiency on tumor progression and TAM accumulation in NB-Tag transgenic model of NB. Mice lacking either type I (Jα18−/−NB-Tag) or all (CD1d−/−NB-Tag) NKTs had shortened survival compared with NB-Tag mice (P < 0.0002). At four month of age we observed an increase of CD11b+Ly6G-Ly6C-F4/80+ TAMs in primary tumors of NKT deficient groups compared with NB-Tag mice. Despite no difference in the size of primary adrenal tumors between groups, the increase of TAM frequency coincided with metastatic spread in NKT deficient groups as detected by CT imaging and confirmed by pathological analysis. By five months, nearly all mice in NKT deficient groups had distant metastases in liver and lungs but none of the NKT replete mice had detectable distant metastases. Thus, our results reveal a novel mechanism of immune regulation, in which NKTs selectively control M2-like TAMs and suppress tumor metastasis.
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Ghaghada KB, Starosolski ZA, Lakoma A, Kaffes C, Agarwal S, Athreya KK, Shohet J, Kim E, Annapragada A. Heterogeneous Uptake of Nanoparticles in Mouse Models of Pediatric High-Risk Neuroblastoma. PLoS One 2016; 11:e0165877. [PMID: 27861510 PMCID: PMC5115667 DOI: 10.1371/journal.pone.0165877] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Accepted: 10/19/2016] [Indexed: 11/18/2022] Open
Abstract
Liposomal chemotherapeutics are exemplified by DOXIL® are commonly used in adult cancers. While these agents exhibit improved safety profile compared to their free drug counterparts, their treatment response rates have been ~ 20%, often attributed to the heterogeneous intratumoral uptake and distribution of liposomal nanoparticles. Non-invasive and quantitative monitoring of the uptake and distribution of liposomal nanoparticles in solid tumors could allow for patient stratification and personalized cancer nanomedicine. In this study, the variability of liposomal nanoparticle intratumoral distribution and uptake in orthotopic models of pediatric neuroblastoma was investigated using a liposomal nanoprobe visualized by high-resolution computed tomography (CT). Two human neuroblastoma cell lines (NGP: a MYCN-amplified line, and SH-SY5Y a MYCN non-amplified line) were implanted in the renal capsule of nude mice to establish the model. Intratumoral nanoparticle uptake was measured at tumor ages 1, 2, 3 and 4 weeks post implantation. The locations of uptake within the tumor were mapped in the 3-dimensional reconstructed images. Total uptake was measured by integration of the x-ray absorption signal over the intratumoral uptake locations. Both tumor models showed significant variation in nanoparticle uptake as the tumors aged. Observation of the uptake patterns suggested that the nanoparticle uptake was dominated by vascular leak at the surface/periphery of the tumor, and localized, heterogeneous vascular leak in the interior of the tumor. Slow growing SH-SY5Y tumors demonstrated uptake that correlated directly with the tumor volume. Faster growing NGP tumor uptake did not correlate with any tumor geometric parameters, including tumor volume, tumor surface area, and R30 and R50, measures of uptake localized to the interior of the tumor. However, uptake for both SH-SY5Y and NGP tumors correlated almost perfectly with the leak volume, as measured by CT. These results suggest that the uptake of nanoparticles is heterogeneous and not governed by tumor geometry. An imaging nanoprobe remains the best measure of nanoparticle uptake in these tumor models.
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Affiliation(s)
- Ketan B. Ghaghada
- Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
| | - Zbigniew A. Starosolski
- Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
| | - Anna Lakoma
- Michael E. DeBakey, Department of Surgery, Division of Pediatric Surgery, Baylor College of Medicine, Houston, Texas, United States of America
| | - Caterina Kaffes
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas, United States of America
| | - Saurabh Agarwal
- Department of Pediatrics, Section of Hematology-Oncology and Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, Texas, United States of America
- Texas Children's Cancer Center, Texas Children’s Hospital, Houston, Texas, United States of America
| | - Khannan K. Athreya
- University of Texas Medical School at Houston, The University of Texas Health Sciences Center at Houston, Houston, Texas, United States of America
| | - Jason Shohet
- Department of Pediatrics, Section of Hematology-Oncology and Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, Texas, United States of America
- Texas Children's Cancer Center, Texas Children’s Hospital, Houston, Texas, United States of America
| | - Eugene Kim
- Michael E. DeBakey, Department of Surgery, Division of Pediatric Surgery, Baylor College of Medicine, Houston, Texas, United States of America
| | - Ananth Annapragada
- Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
- Texas Children's Cancer Center, Texas Children’s Hospital, Houston, Texas, United States of America
- * E-mail:
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Ghaghada KB, Sato AF, Starosolski ZA, Berg J, Vail DM. Computed Tomography Imaging of Solid Tumors Using a Liposomal-Iodine Contrast Agent in Companion Dogs with Naturally Occurring Cancer. PLoS One 2016; 11:e0152718. [PMID: 27031614 PMCID: PMC4816501 DOI: 10.1371/journal.pone.0152718] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 03/17/2016] [Indexed: 01/16/2023] Open
Abstract
OBJECTIVES Companion dogs with naturally occurring cancer serve as an important large animal model in translational research because they share strong similarities with human cancers. In this study, we investigated a long circulating liposomal-iodine contrast agent (Liposomal-I) for computed tomography (CT) imaging of solid tumors in companion dogs with naturally occurring cancer. MATERIALS AND METHODS The institutional animal ethics committees approved the study and written informed consent was obtained from all owners. Thirteen dogs (mean age 10.1 years) with a variety of masses including primary and metastatic liver tumors, sarcomas, mammary carcinoma and lung tumors, were enrolled in the study. CT imaging was performed pre-contrast and at 15 minutes and 24 hours after intravenous administration of Liposomal-I (275 mg/kg iodine dose). Conventional contrast-enhanced CT imaging was performed in a subset of dogs, 90 minutes prior to administration of Liposomal-I. Histologic or cytologic diagnosis was obtained for each dog prior to admission into the study. RESULTS Liposomal-I resulted in significant (p < 0.05) enhancement and uniform opacification of the vascular compartment. Non-renal, reticulo-endothelial systemic clearance of the contrast agent was demonstrated. Liposomal-I enabled visualization of primary and metastatic liver tumors. Sub-cm sized liver lesions grossly appeared as hypo-enhanced compared to the surrounding normal parenchyma with improved lesion conspicuity in the post-24 hour scan. Large liver tumors (> 1 cm) demonstrated a heterogeneous pattern of intra-tumoral signal with visibly higher signal enhancement at the post-24 hour time point. Extra-hepatic, extra-splenic tumors, including histiocytic sarcoma, anaplastic sarcoma, mammary carcinoma and lung tumors, were visualized with a heterogeneous enhancement pattern in the post-24 hour scan. CONCLUSIONS The long circulating liposomal-iodine contrast agent enabled prolonged visualization of small and large tumors in companion dogs with naturally occurring cancer. The study warrants future work to assess the sensitivity and specificity of the Liposomal-I agent in various types of naturally occurring canine tumors.
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Affiliation(s)
- Ketan B. Ghaghada
- The Singleton Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
- * E-mail:
| | - Amy F. Sato
- Department of Clinical Sciences, Tufts Cummings School of Veterinary Medicine, North Grafton, Massachusetts, United States of America
| | - Zbigniew A. Starosolski
- The Singleton Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas, United States of America
| | - John Berg
- Department of Clinical Sciences, Tufts Cummings School of Veterinary Medicine, North Grafton, Massachusetts, United States of America
| | - David M. Vail
- Department of Medical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
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Karathanasis E, Ghaghada KB. Crossing the barrier: treatment of brain tumors using nanochain particles. Wiley Interdiscip Rev Nanomed Nanobiotechnol 2016; 8:678-95. [PMID: 26749497 DOI: 10.1002/wnan.1387] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Revised: 11/25/2015] [Accepted: 12/09/2015] [Indexed: 12/24/2022]
Abstract
Despite advancements in surgery and radiotherapy, the aggressive forms of brain tumors, such as gliomas, are still uniformly lethal with current therapies offering only palliation complicated by significant toxicities. Gliomas are characteristically diffuse with infiltrating edges, resistant to drugs and nearly inaccessible to systemic therapies due to the brain-tumor barrier. Currently, aggressive efforts are underway to further understand brain-tumor's microenvironment and identify brain tumor cell-specific regulators amenable to pharmacologic interventions. While new potent agents are continuously becoming available, efficient drug delivery to brain tumors remains a limiting factor. To tackle the drug delivery issues, a multicomponent chain-like nanoparticle has been developed. These nanochains are comprised of iron oxide nanospheres and a drug-loaded liposome chemically linked into a 100-nm linear, chain-like assembly with high precision. The nanochain possesses a unique ability to scavenge the tumor endothelium. By utilizing effective vascular targeting, the nanochains achieve rapid deposition on the vascular bed of glioma sites establishing well-distributed drug reservoirs on the endothelium of brain tumors. After reaching the target sites, an on-command, external low-power radiofrequency field can remotely trigger rapid drug release, due to mechanical disruption of the liposome, facilitating widespread and effective drug delivery into regions harboring brain tumor cells. Integration of the nanochain delivery system with the appropriate combination of complementary drugs has the potential to unfold the field and allow significant expansion of therapies for the disease where success is currently very limited. WIREs Nanomed Nanobiotechnol 2016, 8:678-695. doi: 10.1002/wnan.1387 For further resources related to this article, please visit the WIREs website.
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Affiliation(s)
- Efstathios Karathanasis
- Department of Biomedical Engineering and Department of Radiology, Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Ketan B Ghaghada
- Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Department of Radiology, Baylor College of Medicine, Houston, TX, USA
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Starosolski Z, Villamizar CA, Rendon D, Paldino MJ, Milewicz DM, Ghaghada KB, Annapragada AV. Ultra High-Resolution In vivo Computed Tomography Imaging of Mouse Cerebrovasculature Using a Long Circulating Blood Pool Contrast Agent. Sci Rep 2015; 5:10178. [PMID: 25985192 PMCID: PMC4650815 DOI: 10.1038/srep10178] [Citation(s) in RCA: 68] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2015] [Accepted: 04/01/2015] [Indexed: 12/21/2022] Open
Abstract
Abnormalities in the cerebrovascular system play a central role in many neurologic diseases. The on-going expansion of rodent models of human cerebrovascular diseases and the need to use these models to understand disease progression and treatment has amplified the need for reproducible non-invasive imaging methods for high-resolution visualization of the complete cerebral vasculature. In this study, we present methods for in vivo high-resolution (19 μm isotropic) computed tomography imaging of complete mouse brain vasculature. This technique enabled 3D visualization of large cerebrovascular networks, including the Circle of Willis. Blood vessels as small as 40 μm were clearly delineated. ACTA2 mutations in humans cause cerebrovascular defects, including abnormally straightened arteries and a moyamoya-like arteriopathy characterized by bilateral narrowing of the internal carotid artery and stenosis of many large arteries. In vivo imaging studies performed in a mouse model of Acta2 mutations demonstrated the utility of this method for studying vascular morphometric changes that are practically impossible to identify using current histological methods. Specifically, the technique demonstrated changes in the width of the Circle of Willis, straightening of cerebral arteries and arterial stenoses. We believe the use of imaging methods described here will contribute substantially to the study of rodent cerebrovasculature.
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Affiliation(s)
- Zbigniew Starosolski
- 1] Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston TX [2] Department of Radiology, Baylor College of Medicine, Houston, TX
| | - Carlos A Villamizar
- Department of Internal Medicine, University of Texas Health Science Center at Houston, Houston, TX
| | - David Rendon
- Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Michael J Paldino
- 1] Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston TX [2] Department of Radiology, Baylor College of Medicine, Houston, TX
| | - Dianna M Milewicz
- Department of Internal Medicine, University of Texas Health Science Center at Houston, Houston, TX
| | - Ketan B Ghaghada
- 1] Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston TX [2] Department of Radiology, Baylor College of Medicine, Houston, TX
| | - Ananth V Annapragada
- 1] Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston TX [2] Department of Radiology, Baylor College of Medicine, Houston, TX
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Peiris PM, Abramowski A, Mcginnity J, Doolittle E, Toy R, Gopalakrishnan R, Shah S, Bauer L, Ghaghada KB, Hoimes C, Brady-Kalnay SM, Basilion JP, Griswold MA, Karathanasis E. Treatment of Invasive Brain Tumors Using a Chain-like Nanoparticle. Cancer Res 2015; 75:1356-65. [PMID: 25627979 DOI: 10.1158/0008-5472.can-14-1540] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2014] [Accepted: 01/04/2015] [Indexed: 01/05/2023]
Abstract
Glioblastoma multiforme is generally recalcitrant to current surgical and local radiotherapeutic approaches. Moreover, systemic chemotherapeutic approaches are impeded by the blood-tumor barrier. To circumvent limitations in the latter area, we developed a multicomponent, chain-like nanoparticle that can penetrate brain tumors, composed of three iron oxide nanospheres and one drug-loaded liposome linked chemically into a linear chain-like assembly. Unlike traditional small-molecule drugs or spherical nanotherapeutics, this oblong-shaped, flexible nanochain particle possessed a unique ability to gain access to and accumulate at glioma sites. Vascular targeting of nanochains to the αvβ3 integrin receptor resulted in a 18.6-fold greater drug dose administered to brain tumors than standard chemotherapy. By 2 hours after injection, when nanochains had exited the blood stream and docked at vascular beds in the brain, the application of an external low-power radiofrequency field was sufficient to remotely trigger rapid drug release. This effect was produced by mechanically induced defects in the liposomal membrane caused by the oscillation of the iron oxide portion of the nanochain. In vivo efficacy studies conducted in two different mouse orthotopic models of glioblastoma illustrated how enhanced targeting by the nanochain facilitates widespread site-specific drug delivery. Our findings offer preclinical proof-of-concept for a broadly improved method for glioblastoma treatment.
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Affiliation(s)
- Pubudu M Peiris
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio. Department of Radiology, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio
| | - Aaron Abramowski
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio. Department of Biochemistry, Case Western Reserve University, Cleveland, Ohio
| | - James Mcginnity
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio
| | - Elizabeth Doolittle
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio. Department of Radiology, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio
| | - Randall Toy
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio. Department of Radiology, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio
| | - Ramamurthy Gopalakrishnan
- Department of Radiology, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio
| | - Shruti Shah
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio
| | - Lisa Bauer
- Department of Radiology, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio. Department of Physics, Case Western Reserve University, Cleveland, Ohio
| | - Ketan B Ghaghada
- Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, Texas. Department of Radiology, Baylor College of Medicine, Houston, Texas
| | - Christopher Hoimes
- University Hospitals Case Medical Center, Cleveland, Ohio. Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio
| | - Susann M Brady-Kalnay
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio. Department of Molecular Biology and Microbiology, Case Western Reserve University, Cleveland, Ohio
| | - James P Basilion
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio. Department of Radiology, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio. Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio
| | - Mark A Griswold
- Department of Radiology, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio. Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio
| | - Efstathios Karathanasis
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio. Department of Radiology, Case Western Reserve University, Cleveland, Ohio. Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio. Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio.
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Toy R, Bauer L, Hoimes C, Ghaghada KB, Karathanasis E. Targeted nanotechnology for cancer imaging. Adv Drug Deliv Rev 2014; 76:79-97. [PMID: 25116445 PMCID: PMC4169743 DOI: 10.1016/j.addr.2014.08.002] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2014] [Revised: 07/26/2014] [Accepted: 08/04/2014] [Indexed: 02/02/2023]
Abstract
Targeted nanoparticle imaging agents provide many benefits and new opportunities to facilitate accurate diagnosis of cancer and significantly impact patient outcome. Due to the highly engineerable nature of nanotechnology, targeted nanoparticles exhibit significant advantages including increased contrast sensitivity, binding avidity and targeting specificity. Considering the various nanoparticle designs and their adjustable ability to target a specific site and generate detectable signals, nanoparticles can be optimally designed in terms of biophysical interactions (i.e., intravascular and interstitial transport) and biochemical interactions (i.e., targeting avidity towards cancer-related biomarkers) for site-specific detection of very distinct microenvironments. This review seeks to illustrate that the design of a nanoparticle dictates its in vivo journey and targeting of hard-to-reach cancer sites, facilitating early and accurate diagnosis and interrogation of the most aggressive forms of cancer. We will report various targeted nanoparticles for cancer imaging using X-ray computed tomography, ultrasound, magnetic resonance imaging, nuclear imaging and optical imaging. Finally, to realize the full potential of targeted nanotechnology for cancer imaging, we will describe the challenges and opportunities for the clinical translation and widespread adaptation of targeted nanoparticles imaging agents.
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Affiliation(s)
- Randall Toy
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Lisa Bauer
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA; Department of Physics, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Christopher Hoimes
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44106, USA; University Hospitals Case Medical Center, Cleveland, OH 44106, USA
| | - Ketan B Ghaghada
- Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX 77030, USA; Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Efstathios Karathanasis
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA; Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44106, USA; Department of Radiology, Case Western Reserve University, Cleveland, OH 44106, USA.
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Toy R, Peiris PM, Ghaghada KB, Karathanasis E. Shaping cancer nanomedicine: the effect of particle shape on the in vivo journey of nanoparticles. Nanomedicine (Lond) 2014; 9:121-34. [PMID: 24354814 DOI: 10.2217/nnm.13.191] [Citation(s) in RCA: 359] [Impact Index Per Article: 35.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Recent advances in nanoparticle technology have enabled the fabrication of nanoparticle classes with unique sizes, shapes and materials, which in turn has facilitated major advancements in the field of nanomedicine. More specifically, in the last decade, nanoscientists have recognized that nanomedicine exhibits a highly engineerable nature that makes it a mainstream scientific discipline that is governed by its own distinctive principles in terms of interactions with cells and intravascular, transvascular and interstitial transport. This review focuses on the recent developments and understanding of the relationship between the shape of a nanoparticle and its navigation through different biological processes. It also seeks to illustrate that the shape of a nanoparticle can govern its in vivo journey and destination, dictating its biodistribution, intravascular and transvascular transport, and, ultimately, targeting of difficult to reach cancer sites.
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Affiliation(s)
- Randall Toy
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA
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Peiris PM, Toy R, Abramowski A, Vicente P, Tucci S, Bauer L, Mayer A, Tam M, Doolittle E, Pansky J, Tran E, Lin D, Schiemann WP, Ghaghada KB, Griswold MA, Karathanasis E. Treatment of cancer micrometastasis using a multicomponent chain-like nanoparticle. J Control Release 2013; 173:51-8. [PMID: 24188960 DOI: 10.1016/j.jconrel.2013.10.031] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Revised: 10/17/2013] [Accepted: 10/25/2013] [Indexed: 12/30/2022]
Abstract
While potent cytotoxic agents are available to oncologists, the clinical utility of these agents is limited due to their non-specific distribution in the body and toxicity to normal tissues leading to use of suboptimal doses for eradication of metastatic disease. Furthermore, treatment of micrometastases is impeded by several biobarriers, including their small size and high dispersion to organs, making them nearly inaccessible to drugs. To circumvent these limitations in treating metastatic disease, we developed a multicomponent, flexible chain-like nanoparticle (termed nanochain) that possesses a unique ability to gain access to and be deposited at micrometastatic sites. Moreover, coupling nanochain particles to radiofrequency (RF)-triggered cargo delivery facilitated widespread delivery of drug into hard-to-reach cancer cells. Collectively, these features synergistically facilitate effective treatment and ultimately eradication of micrometastatic disease using a low dose of a cytotoxic drug.
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Affiliation(s)
- Pubudu M Peiris
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Department of Radiology, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Randall Toy
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Aaron Abramowski
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA; Department of Biochemistry, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Pete Vicente
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Samantha Tucci
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Lisa Bauer
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA; Department of Physics, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Aaron Mayer
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Morgan Tam
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Elizabeth Doolittle
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Jenna Pansky
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA; Department of Biochemistry, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Emily Tran
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Dishen Lin
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - William P Schiemann
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Ketan B Ghaghada
- Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX 77030, USA; Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Mark A Griswold
- Department of Radiology, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA
| | - Efstathios Karathanasis
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; Department of Radiology, Case Western Reserve University, Cleveland, OH 44106, USA; Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH 44106, USA; Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH 44106, USA.
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Toy R, Hayden E, Camann A, Berman Z, Vicente P, Tran E, Meyers J, Pansky J, Peiris PM, Hu H, Exner A, Wilson D, Ghaghada KB, Karathanasis E. Multimodal in vivo imaging exposes the voyage of nanoparticles in tumor microcirculation. ACS Nano 2013; 7:3118-29. [PMID: 23464827 PMCID: PMC3640526 DOI: 10.1021/nn3053439] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Tumors present numerous biobarriers to the successful delivery of nanoparticles. Decreased blood flow and high interstitial pressure in tumors dictate the degree of resistance to extravasation of nanoparticles. To understand how a nanoparticle can overcome these biobarriers, we developed a multimodal in vivo imaging methodology, which enabled the noninvasive measurement of microvascular parameters and deposition of nanoparticles at the microscopic scale. To monitor the spatiotemporal progression of tumor vasculature and its vascular permeability to nanoparticles at the microcapillary level, we developed a quantitative in vivo imaging method using an iodinated liposomal contrast agent and a micro-CT. Following perfusion CT for quantitative assessment of blood flow, small animal fluorescence molecular tomography was used to image the in vivo fate of cocktails containing liposomes of different sizes labeled with different NIR fluorophores. The animal studies showed that the deposition of liposomes depended on local blood flow. Considering tumor regions of different blood flow, the deposition of liposomes followed a size-dependent pattern. In general, the larger liposomes effectively extravasated in fast flow regions, while smaller liposomes performed better in slow flow regions. We also evaluated whether the tumor retention of nanoparticles is dictated by targeting them to a receptor overexpressed by the cancer cells. Targeting of 100 nm liposomes showed no benefits at any flow rate. However, active targeting of 30 nm liposomes substantially increased their deposition in slow flow tumor regions (∼12-fold increase), which suggested that targeting prevented the washout of the smaller nanoparticles from the tumor interstitium back to blood circulation.
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Affiliation(s)
- Randall Toy
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Department of Radiology, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Elliott Hayden
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Andrew Camann
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Zachary Berman
- Department of Radiology, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Peter Vicente
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Emily Tran
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Joseph Meyers
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Jenna Pansky
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Pubudu M. Peiris
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Hanping Hu
- Department of Radiology, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
| | - Agata Exner
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Department of Radiology, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio 44106
| | - David Wilson
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Department of Radiology, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio 44106
| | - Ketan B. Ghaghada
- Edward B. Singleton Department of Pediatric Radiology, Texas Children’s Hospital, Houston, Texas 77030
- Department of Radiology, Baylor College of Medicine, Houston, Texas 77030
| | - Efstathios Karathanasis
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio 44106
- Department of Radiology, Case Western Reserve University, Cleveland, Ohio 44106
- Case Center for Imaging Research, Case Western Reserve University, Cleveland, Ohio 44106
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio 44106
- Author to whom correspondence should be addressed: Efstathios Karathanasis, Wickenden Bldg. MS 7207, 10900 Euclid Ave, Cleveland, Ohio 44106, United States of America, Phone: 216.844.5281; Fax: 216.844.4987;
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Bhavane R, Badea C, Ghaghada KB, Clark D, Vela D, Moturu A, Annapragada A, Johnson GA, Willerson JT, Annapragada A. Dual-energy computed tomography imaging of atherosclerotic plaques in a mouse model using a liposomal-iodine nanoparticle contrast agent. Circ Cardiovasc Imaging 2013; 6:285-94. [PMID: 23349231 DOI: 10.1161/circimaging.112.000119] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The accumulation of macrophages in inflamed atherosclerotic plaques has long been recognized. In an attempt to develop an imaging agent for detection of vulnerable plaques, we evaluated the feasibility of a liposomal-iodine nanoparticle contrast agent for computed tomography imaging of macrophage-rich atherosclerotic plaques in a mouse model. METHODS AND RESULTS Liposomal-iodine formulations varying in particle size and polyethylene glycol coating were fabricated and shown to stably encapsulate the iodine compound. In vitro uptake studies using optical and computed tomography imaging in the RAW 264.7 macrophage cell line identified the formulation that promoted maximal uptake. Dual-energy computed tomography imaging using this formulation in apolipoprotein E-deficient (ApoE(-/-)) mice (n=8) and control C57BL/6 mice (n=6) followed by spectral decomposition of the dual-energy images enabled imaging of the liposomes localized in the plaque. Imaging cytometry confirmed the presence of liposomes in the plaque and their colocalization with a small fraction (≈2%) of the macrophages in the plaque. CONCLUSIONS The results demonstrate the feasibility of imaging macrophage-rich atherosclerotic plaques using a liposomal-iodine nanoparticle contrast agent and dual-energy computed tomography.
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Affiliation(s)
- Rohan Bhavane
- Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, TX 77030, USA
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Annapragada AV, Hoffman E, Divekar A, Karathanasis E, Ghaghada KB. High-resolution CT vascular imaging using blood pool contrast agents. Methodist Debakey Cardiovasc J 2012; 8:18-22. [PMID: 22891106 DOI: 10.14797/mdcj-8-1-18] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
While the evolution of computed tomography imaging in the last 2 decades has been driven almost exclusively by improvements in the instrumentation and processing algorithms, there have been comparatively modest advances in contrast agent technology.A notable change in the last decade has been the development of blood pool contrast agents based on nanoparticle technology.While not yet ready for clinical use, the stable and uniform opacification provided by these agents in normal vasculature and controlled extravasation in compromised vasculature enables novel techniques for imaging and diagnosis of pathologies. This manuscript presents preclinical examples demonstrating cardiovascular pathologies and tumor characterization by high-resolution computed tomography imaging.
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Affiliation(s)
- Ananth V Annapragada
- Singleton Department of Pediatric Radiology, Texas Children’s Hospital, Houston, TX, USA
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Badea CT, Athreya KK, Espinosa G, Clark D, Ghafoori AP, Li Y, Kirsch DG, Johnson GA, Annapragada A, Ghaghada KB. Computed tomography imaging of primary lung cancer in mice using a liposomal-iodinated contrast agent. PLoS One 2012; 7:e34496. [PMID: 22485175 PMCID: PMC3317632 DOI: 10.1371/journal.pone.0034496] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2011] [Accepted: 03/01/2012] [Indexed: 12/21/2022] Open
Abstract
Purpose To investigate the utility of a liposomal-iodinated nanoparticle contrast agent and computed tomography (CT) imaging for characterization of primary nodules in genetically engineered mouse models of non-small cell lung cancer. Methods Primary lung cancers with mutations in K-ras alone (KrasLA1) or in combination with p53 (LSL-KrasG12D;p53FL/FL) were generated. A liposomal-iodine contrast agent containing 120 mg Iodine/mL was administered systemically at a dose of 16 µl/gm body weight. Longitudinal micro-CT imaging with cardio-respiratory gating was performed pre-contrast and at 0 hr, day 3, and day 7 post-contrast administration. CT-derived nodule sizes were used to assess tumor growth. Signal attenuation was measured in individual nodules to study dynamic enhancement of lung nodules. Results A good correlation was seen between volume and diameter-based assessment of nodules (R2>0.8) for both lung cancer models. The LSL-KrasG12D;p53FL/FL model showed rapid growth as demonstrated by systemically higher volume changes compared to the lung nodules in KrasLA1 mice (p<0.05). Early phase imaging using the nanoparticle contrast agent enabled visualization of nodule blood supply. Delayed-phase imaging demonstrated significant differential signal enhancement in the lung nodules of LSL-KrasG12D;p53FL/FL mice compared to nodules in KrasLA1 mice (p<0.05) indicating higher uptake and accumulation of the nanoparticle contrast agent in rapidly growing nodules. Conclusions The nanoparticle iodinated contrast agent enabled visualization of blood supply to the nodules during the early-phase imaging. Delayed-phase imaging enabled characterization of slow growing and rapidly growing nodules based on signal enhancement. The use of this agent could facilitate early detection and diagnosis of pulmonary lesions as well as have implications on treatment response and monitoring.
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Affiliation(s)
- Cristian T. Badea
- Center for In Vivo Microscopy, Duke University Medical Center, Durham, North Carolina, United States of America
- * E-mail: (CTB); (KBG)
| | - Khannan K. Athreya
- University of Texas Medical School at Houston, The University of Texas Health Sciences Center at Houston, Houston, Texas, United States of America
| | - Gabriela Espinosa
- The Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, Texas, United States of America
- School of Biomedical Informatics, The University of Texas Health Sciences Center at Houston, Houston, Texas, United States of America
| | - Darin Clark
- Center for In Vivo Microscopy, Duke University Medical Center, Durham, North Carolina, United States of America
| | - A. Paiman Ghafoori
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Yifan Li
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, United States of America
| | - David G. Kirsch
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, United States of America
- Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina, United States of America
| | - G. Allan Johnson
- Center for In Vivo Microscopy, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Ananth Annapragada
- The Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, Texas, United States of America
| | - Ketan B. Ghaghada
- The Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, Texas, United States of America
- * E-mail: (CTB); (KBG)
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Opina ACL, Ghaghada KB, Zhao P, Kiefer G, Annapragada A, Sherry AD. TmDOTA-tetraglycinate encapsulated liposomes as pH-sensitive LipoCEST agents. PLoS One 2011; 6:e27370. [PMID: 22140438 PMCID: PMC3225356 DOI: 10.1371/journal.pone.0027370] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2011] [Accepted: 10/15/2011] [Indexed: 11/18/2022] Open
Abstract
Lanthanide DOTA-tetraglycinate (LnDOTA-(gly)₄⁻) complexes contain four magnetically equivalent amide protons that exchange with protons of bulk water. The rate of this base catalyzed exchange process has been measured using chemical exchange saturation transfer (CEST) NMR techniques as a function of solution pH for various paramagnetic LnDOTA-(gly)₄⁻ complexes to evaluate the effects of lanthanide ion size on this process. Complexes with Tb(III), Dy(III), Tm(III) and Yb(III) were chosen because these ions induce large hyperfine shifts in all ligand protons, including the exchanging amide protons. The magnitude of the amide proton CEST exchange signal differed for the four paramagnetic complexes in order, Yb>Tm>Tb>Dy. Although the Dy(III) complex showed the largest hyperfine shift as expected, the combination of favorable chemical shift and amide proton CEST linewidth in the Tm(III) complex was deemed most favorable for future in vivo applications where tissue magnetization effects can interfere. TmDOTA-(gly)₄⁻ at various concentrations was encapsulated in the core interior of liposomes to yield lipoCEST particles for molecular imaging. The resulting nanoparticles showed less than 1% leakage of the agent from the interior over a range of temperatures and pH. The pH versus amide proton CEST curves differed for the free versus encapsulated agents over the acidic pH regions, consistent with a lower proton permeability across the liposomal bilayer for the encapsulated agent. Nevertheless, the resulting lipoCEST nanoparticles amplify the CEST sensitivity by a factor of ∼10⁴ compared to the free, un-encapsulated agent. Such pH sensitive nano-probes could prove useful for pH mapping of liposomes targeted to tumors.
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Affiliation(s)
- Ana Christina L. Opina
- Department of Chemistry, University of Texas at Dallas, Richardson, Texas, United States of America
| | - Ketan B. Ghaghada
- School of Biomedical Informatics, University of Texas Health Sciences Center at Houston, Houston, Texas, United States of America
| | - Piyu Zhao
- Department of Chemistry, University of Texas at Dallas, Richardson, Texas, United States of America
| | - Garry Kiefer
- Department of Chemistry, University of Texas at Dallas, Richardson, Texas, United States of America
| | - Ananth Annapragada
- School of Biomedical Informatics, University of Texas Health Sciences Center at Houston, Houston, Texas, United States of America
| | - A. Dean Sherry
- Department of Chemistry, University of Texas at Dallas, Richardson, Texas, United States of America
- Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
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Mann AP, Bhavane RC, Somasunderam A, Liz Montalvo-Ortiz B, Ghaghada KB, Volk D, Nieves-Alicea R, Suh KS, Ferrari M, Annapragada A, Gorenstein DG, Tanaka T. Thioaptamer conjugated liposomes for tumor vasculature targeting. Oncotarget 2011; 2:298-304. [PMID: 21666286 PMCID: PMC3248173 DOI: 10.18632/oncotarget.261] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Recent developments in multi-functional nanoparticles offer a great potential for targeted delivery of therapeutic compounds and imaging contrast agents to specific cell types, in turn, enhancing therapeutic effect and minimizing side effects. Despite the promise, site specific delivery carriers have not been translated into clinical reality. In this study, we have developed long circulating liposomes with the outer surface decorated with thioated oligonucleotide aptamer (thioaptamer) against E-selectin (ESTA) and evaluated the targeting efficacy and PK parameters. In vitro targeting studies using Human Umbilical Cord Vein Endothelial Cell (HUVEC) demonstrated efficient and rapid uptake of the ESTA conjugated liposomes (ESTA-lip). In vivo, the intravenous administration of ESTA-lip resulted in their accumulation at the tumor vasculature of breast tumor xenografts without shortening the circulation half-life. The study presented here represents an exemplary use of thioaptamer for targeting and opens the door to testing various combinations of thioaptamer and nanocarriers that can be constructed to target multiple cancer types and tumor components for delivery of both therapeutics and imaging agents.
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Affiliation(s)
- Aman P Mann
- Department of Nanomedicine, University of Texas Health Science Center at Houston, 1825 Hermann Pressler, Houston, Texas 77030, USA
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Ghaghada KB, Badea CT, Karumbaiah L, Fettig N, Bellamkonda RV, Johnson G, Annapragada A. Evaluation of tumor microenvironment in an animal model using a nanoparticle contrast agent in computed tomography imaging. Acad Radiol 2011; 18:20-30. [PMID: 21145026 DOI: 10.1016/j.acra.2010.09.003] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2010] [Revised: 07/24/2010] [Accepted: 09/20/2010] [Indexed: 01/01/2023]
Abstract
RATIONALE AND OBJECTIVES Non-invasive longitudinal imaging of tumor vasculature could provide new insights into the development of solid tumors, facilitating efficient delivery of therapeutics. In this study, we report three-dimensional imaging and characterization of tumor vascular architecture using a nanoparticle contrast agent and high-resolution computed tomography (CT) imaging. MATERIALS AND METHODS Five Balb/c mice implanted with 4T1/Luc syngeneic breast tumors cells were used for the study. The nanoparticle contrast agent was systemically administered and longitudinal CT imaging was performed pre-contrast and at serial time points post-contrast, for up to 7 days for studying the characteristics of tumor-associated blood vessels. Gene expression of tumor angiogenic biomarkers was measured using quantitative real-time polymerase chain reaction. RESULTS Early-phase imaging demonstrated the presence of co-opted and newly developed tumor vessels. The co-opted vessels demonstrated wall-permeability and "leakiness" characteristics evident by an increase in extravascular nanoparticle-based signal enhancement visible well beyond the margins of tumor. Diameters of tumor-associated vessels were larger than the contralateral normal vessels. Delayed-phase imaging also demonstrated significant accumulation of nanoparticle contrast agent both within and in areas surrounding the tumor. A heterogeneous pattern of signal enhancement was observed both within and among individual tumors. Gene-expression profiling demonstrated significant variability in several angiogenic biomarkers both within and among individual tumors. CONCLUSIONS The nanoparticle contrast agent and high-resolution CT imaging facilitated visualization of co-opted and newly developed tumors vessels as well as imaging of nanoparticle accumulation within tumors. The use of this agent could provide novel insights into tumor vascular biology and could have implications on the monitoring of tumor status.
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Howles GP, Ghaghada KB, Qi Y, Mukundan S, Johnson GA. High-resolution magnetic resonance angiography in the mouse using a nanoparticle blood-pool contrast agent. Magn Reson Med 2010; 62:1447-56. [PMID: 19902507 DOI: 10.1002/mrm.22154] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
High-resolution magnetic resonance angiography is already a useful tool for studying mouse models of human disease. Magnetic resonance angiography in the mouse is typically performed using time-of-flight contrast. In this work, a new long-circulating blood-pool contrast agent-a liposomal nanoparticle with surface-conjugated gadolinium (SC-Gd liposomes)-was evaluated for use in mouse neurovascular magnetic resonance angiography. A total of 12 mice were imaged. Scan parameters were optimized for both time-of-flight and SC-Gd contrast. Compared to time-of-flight contrast, SC-Gd liposomes (0.08 mmol/kg) enabled improved small-vessel contrast-to-noise ratio, larger field of view, shorter scan time, and imaging of venous structures. For a limited field of view, time-of-flight and SC-Gd were not significantly different; however, SC-Gd provided better contrast-to-noise ratio when the field of view encompassed the whole brain (P < 0.001) or the whole neurovascular axis (P < 0.001). SC-Gd allowed acquisition of high-resolution magnetic resonance angiography (52 x 52 x 100 micrometer(3) or 0.27 nL), with 123% higher (P < 0.001) contrast-to-noise ratio in comparable scan time ( approximately 45 min). Alternatively, SC-Gd liposomes could be used to acquire high-resolution magnetic resonance angiography (0.27 nL) with 32% higher contrast-to-noise ratio (P < 0.001) in 75% shorter scan time (12 min).
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Affiliation(s)
- Gabriel P Howles
- Center for In Vivo Microscopy, Department of Radiology, Duke University Medical Center, Durham, North Carolina 27710, USA
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Samei E, Saunders RS, Badea CT, Ghaghada KB, Hedlund LW, Qi Y, Yuan H, Bentley RC, Mukundan S. Micro-CT imaging of breast tumors in rodents using a liposomal, nanoparticle contrast agent. Int J Nanomedicine 2009; 4:277-82. [PMID: 20011244 PMCID: PMC2789439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2009] [Indexed: 10/24/2022] Open
Abstract
A long circulating liposomal, nanoscale blood pool agent encapsulating traditional iodinated contrast agent (65 mg I/mL) was used for micro-computed tomography (CT) imaging of rats implanted with R3230AC mammary carcinoma. Three-dimensional vascular architecture of tumors was imaged at 100-micron isotropic resolution. The image data showed good qualitative correlation with pathologic findings. The approach holds promise for studying tumor angiogenesis and for evaluating anti-angiogenesis therapies.
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Affiliation(s)
- Ehsan Samei
- Carl E Ravin Advanced Imaging Laboratories,Department of Radiology,Department of Biomedical Engineering,Department of Physics,Correspondence: Ehsan Samei, 2424 Erwin Road, Suite 302 (DUMC, Box 2731), Durham, NC 27705, Tel +1 919 684 7852, Fax +1 919 684 1492 Email
| | | | | | | | | | - Yi Qi
- Department of Radiology,Center for In Vivo Microscopy
| | | | - Rex C Bentley
- Department of Pathology, Duke University, Durham, NC, USA
| | - Srinivasan Mukundan
- Department of Radiology,Department of Biomedical Engineering,Center for In Vivo Microscopy
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Burke SJ, Annapragada A, Hoffman EA, Chen E, Ghaghada KB, Sieren J, van Beek EJR. Imaging of pulmonary embolism and t-PA therapy effects using MDCT and liposomal iohexol blood pool agent: preliminary results in a rabbit model. Acad Radiol 2007; 14:355-62. [PMID: 17307669 PMCID: PMC2213908 DOI: 10.1016/j.acra.2006.12.014] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2006] [Revised: 12/19/2006] [Accepted: 12/19/2006] [Indexed: 11/28/2022]
Abstract
RATIONALE AND OBJECTIVES Polyethylene glycol-coated liposomal blood pool contrast agents maintain contrast enhancement over several hours. This study aimed to evaluate (long-term) imaging of pulmonary arteries, comparing conventional iodinated contrast with a liposomal blood pool contrast agent. Also, visualization of the (real-time) therapeutic effects of tissue plasminogen activator (t-PA) on pulmonary embolism (PE) was attempted. MATERIALS AND METHODS Six rabbits (weight approximately 4 kg) had autologous blood clots injected through the superior vena cava. Imaging was performed using conventional contrast (iohexol, 350 mg I/ml; GE HealthCare, Princeton, NJ) at a dose of 1400 mg I per animal, and after wash-out, animals were imaged using an iodinated liposomal blood pool agent (88 mg I/mL, dose 900 mg I/animal). Subsequently, five animals were injected with 2 mg of t-PA and imaging continued for up to 4(1/2) hours. RESULTS Both contrast agents identified PE in the pulmonary trunk and main pulmonary arteries in all rabbits. Liposomal blood pool agent yielded uniform enhancement, which remained relatively constant throughout the experiments. Conventional agents exhibited nonuniform opacification and rapid clearance postinjection. Three of six rabbits had mistimed bolus injections, requiring repeat injections. Following t-PA, pulmonary embolus volume (central to segmental) decreased in four of five treated rabbits (range 10-57%, mean 42%). One animal showed no response to t-PA. CONCLUSIONS Liposomal blood pool agents effectively identified acute PE without need for reinjection. PE resolution following t-PA was quantifiable over several hours. Blood pool agents offer the potential for repeated imaging procedures without need for repeated (nephrotoxic) contrast injections.
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Affiliation(s)
- Stephen J Burke
- Department of Radiology, Carver College of Medicine, University of Iowa, 200 Hawkins Drive, Iowa City, IA, USA
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Ghaghada KB, Bockhorst KHJ, Mukundan S, Annapragada AV, Narayana PA. High-resolution vascular imaging of the rat spine using liposomal blood pool MR agent. AJNR Am J Neuroradiol 2007; 28:48-53. [PMID: 17213423 PMCID: PMC1773015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
BACKGROUND AND PURPOSE High-resolution, vascular MR imaging of the spine region in small animals poses several challenges. The small anatomic features, extravascular diffusion, and low signal-to-noise ratio limit the use of conventional contrast agents. We hypothesize that a long-circulating, intravascular liposomal-encapsulated MR contrast agent (liposomal-Gd) would facilitate visualization of small anatomic features of the perispinal vasculature not visible with conventional contrast agent (gadolinium-diethylene-triaminepentaacetic acid [Gd-DTPA]). METHODS In this study, high-resolution MR angiography of the spine region was performed in a rat model using a liposomal-Gd, which is known to remain within the blood pool for an extended period. The imaging characteristics of this agent were compared with those of a conventional contrast agent, Gd-DTPA. RESULTS The liposomal-Gd enabled acquisition of high quality angiograms with high signal-to-noise ratio. Several important vascular features, such as radicular arteries, posterior spinal vein, and epidural venous plexus were visualized in the angiograms obtained with the liposomal agent. The MR angiograms obtained with conventional Gd-DTPA did not demonstrate these vessels clearly because of marked extravascular soft-tissue enhancement that obscured the vasculature. CONCLUSIONS This study demonstrates the potential benefit of long-circulating liposomal-Gd as a MR contrast agent for high-resolution vascular imaging applications.
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Affiliation(s)
- K B Ghaghada
- Department of Chemical Engineering, University of Houston, Houston, Texas, USA
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