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Mishra SK, Santana JG, Mihailovic J, Hyder F, Coman D. Transmembrane pH gradient imaging in rodent glioma models. NMR IN BIOMEDICINE 2024; 37:e5102. [PMID: 38263680 PMCID: PMC10987279 DOI: 10.1002/nbm.5102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 11/28/2023] [Accepted: 12/16/2023] [Indexed: 01/25/2024]
Abstract
A unique feature of the tumor microenvironment is extracellular acidosis in relation to intracellular milieu. Metabolic reprogramming in tumors results in overproduction of H+ ions (and lactate), which are extruded from the cells to support tumor survival and progression. As a result, the transmembrane pH gradient (ΔpH), representing the difference between intracellular pH (pHi) and extracellular pH (pHe), is posited to be larger in tumors compared with normal tissue. Controlling the transmembrane pH difference has promise as a potential therapeutic target in cancer as it plays an important role in regulating drug delivery into cells. The current study shows successful development of an MRI/MRSI-based technique that provides ΔpH imaging at submillimeter resolution. We applied this technique to image ΔpH in rat brains with RG2 and U87 gliomas, as well as in mouse brains with GL261 gliomas. pHi was measured with Amine and Amide Concentration-Independent Detection (AACID), while pHe was measured with Biosensor Imaging of Redundant Deviation in Shifts (BIRDS). The results indicate that pHi was slightly higher in tumors (7.40-7.43 in rats, 7.39-7.47 in mice) compared with normal brain (7.30-7.38 in rats, 7.32-7.36 in mice), while pHe was significantly lower in tumors (6.62-6.76 in rats, 6.74-6.84 in mice) compared with normal tissue (7.17-7.22 in rats, 7.20-7.21 in mice). As a result, ΔpH was higher in tumors (0.64-0.81 in rats, 0.62-0.65 in mice) compared with normal brain (0.13-0.16 in rats, 0.13-0.16 in mice). This work establishes an MRI/MRSI-based platform for ΔpH imaging at submillimeter resolution in gliomas.
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Affiliation(s)
- Sandeep Kumar Mishra
- Yale University, Department of Radiology & Biomedical Imaging, New Haven, CT 06510, USA
| | | | - Jelena Mihailovic
- Yale University, Department of Radiology & Biomedical Imaging, New Haven, CT 06510, USA
| | - Fahmeed Hyder
- Yale University, Department of Radiology & Biomedical Imaging, New Haven, CT 06510, USA
- Yale University, Department of Biomedical Engineering, New Haven, CT 06510, USA
| | - Daniel Coman
- Yale University, Department of Radiology & Biomedical Imaging, New Haven, CT 06510, USA
- Yale University, Department of Biomedical Engineering, New Haven, CT 06510, USA
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2
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Dhar D, Ghosh S, Das S, Chatterjee J. A review of recent advances in magnetic nanoparticle-based theranostics of glioblastoma. Nanomedicine (Lond) 2022; 17:107-132. [PMID: 35000429 DOI: 10.2217/nnm-2021-0348] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Rapid vascular growth, infiltrative cells and high tumor heterogenicity are some glioblastoma multiforme (GBM) characteristics, making it the most lethal form of brain cancer. Low efficacy of the conventional treatment modalities leads to rampant disease progression and a median survival of 15 months. Magnetic nanoparticles (MNPs), due to their unique physical features/inherent abilities, have emerged as a suitable theranostic platform for targeted GBM treatment. Thus, new strategies are being designed to enhance the efficiency of existing therapeutic techniques such as chemotherapy, radiotherapy, and so on, using MNPs. Herein, the limitations of the current therapeutic strategies, the role of MNPs in mitigating those inadequacies, recent advances in the MNP-based theranostics of GBM and possible future directions are discussed.
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Affiliation(s)
- Dhruba Dhar
- School of Medical Sciences & Technology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, West Bengal, India
| | - Swachhatoa Ghosh
- School of Medical Sciences & Technology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, West Bengal, India
| | - Soumen Das
- School of Medical Sciences & Technology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, West Bengal, India
| | - Jyotirmoy Chatterjee
- School of Medical Sciences & Technology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, West Bengal, India
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3
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Walsh JJ, Hyder F. Extracellular pH Mapping as Therapeutic Readout of Drug Delivery in Glioblastoma. Methods Mol Biol 2022; 2394:515-536. [PMID: 35094344 DOI: 10.1007/978-1-0716-1811-0_27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
An acidic extracellular space is a hallmark of the tumor microenvironment. Acidosis has been postulated to promote the aggressive and invasive characteristics of tumors and also inhibit the therapeutic response, particularly in the context of novel immunotherapies. Therefore, methods to quantitatively measure the extracellular pH (pHe) are needed. Here we describe a magnetic resonance spectroscopic imaging (MRSI) technique termed Biosensor Imaging of Redundant Deviation in Shifts (BIRDS), which uses the pH-dependent chemical shifts of nonexchangeable protons of lanthanide-based contrast agents to generate quantitative spatial pHe maps. We assess this method in the context of evaluating the acidic pHe and therapeutic response in glioblastoma in rodents, where normalization of the pHe upon therapy can serve as a quantitative readout of successful drug delivery to the tumor.
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Affiliation(s)
- John J Walsh
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
- Magnetic Resonance Research Center, Yale University, New Haven, CT, USA
| | - Fahmeed Hyder
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA.
- Magnetic Resonance Research Center, Yale University, New Haven, CT, USA.
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, USA.
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4
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Liu F, Wu H, Peng B, Zhang S, Ma J, Deng G, Zou P, Liu J, Chen AT, Li D, Bellone S, Santin AD, Moliterno J, Zhou J. Vessel-Targeting Nanoclovers Enable Noninvasive Delivery of Magnetic Hyperthermia-Chemotherapy Combination for Brain Cancer Treatment. NANO LETTERS 2021; 21:8111-8118. [PMID: 34597054 DOI: 10.1021/acs.nanolett.1c02459] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Despite being promising, the clinical application of magnetic hyperthermia for brain cancer treatment is limited by the requirement of highly invasive intracranial injections. To overcome this limitation, here we report the development of gallic acid-coated magnetic nanoclovers (GA-MNCs), which allow not only for noninvasive delivery of magnetic hyperthermia but also for targeted delivery of systemic chemotherapy to brain tumors. GA-MNCs are composed of clover-shaped MNCs in the core, which can induce magnetic heat in high efficiency, and polymerized GA on the shell, which enables tumor vessel-targeting. We demonstrate that intravenous administration of GA-MNCs following alternating magnetic field exposure effectively inhibited brain cancer development and preferentially disrupted tumor vasculature, making it possible to efficiently deliver systemic chemotherapy for further improved efficacy. Due to the noninvasive nature and high efficiency in killing tumor cells and enhancing systemic drug delivery, GA-MNCs have the potential to be translated for improved treatment of brain cancer.
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Affiliation(s)
- Fuyao Liu
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Haoan Wu
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Bin Peng
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Shenqi Zhang
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Junning Ma
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Gang Deng
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Pan Zou
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Jun Liu
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Ann T Chen
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut 06510, United States
| | - Dongfang Li
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Stefania Bellone
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale University, New Haven, Connecticut 06510, United States
| | - Alessandro Davide Santin
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale University, New Haven, Connecticut 06510, United States
| | - Jennifer Moliterno
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
| | - Jiangbing Zhou
- Department of Neurosurgery, Yale University, New Haven, Connecticut 06510, United States
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut 06510, United States
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5
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Walsh JJ, Parent M, Akif A, Adam LC, Maritim S, Mishra SK, Khan MH, Coman D, Hyder F. Imaging Hallmarks of the Tumor Microenvironment in Glioblastoma Progression. Front Oncol 2021; 11:692650. [PMID: 34513675 PMCID: PMC8426346 DOI: 10.3389/fonc.2021.692650] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 08/05/2021] [Indexed: 11/18/2022] Open
Abstract
Glioblastoma progression involves multifaceted changes in vascularity, cellularity, and metabolism. Capturing such complexities of the tumor niche, from the tumor core to the periphery, by magnetic resonance imaging (MRI) and spectroscopic imaging (MRSI) methods has translational impact. In human-derived glioblastoma models (U87, U251) we made simultaneous and longitudinal measurements of tumor perfusion (Fp), permeability (Ktrans), and volume fractions of extracellular (ve) and blood (vp) spaces from dynamic contrast enhanced (DCE) MRI, cellularity from apparent diffusion coefficient (ADC) MRI, and extracellular pH (pHe) from an MRSI method called Biosensor Imaging of Redundant Deviation in Shifts (BIRDS). Spatiotemporal patterns of these parameters during tumorigenesis were unique for each tumor. While U87 tumors grew faster, Fp, Ktrans, and vp increased with tumor growth in both tumors but these trends were more pronounced for U251 tumors. Perfused regions between tumor periphery and core with U87 tumors exhibited higher Fp, but Ktrans of U251 tumors remained lowest at the tumor margin, suggesting primitive vascularization. Tumor growth was uncorrelated with ve, ADC, and pHe. U87 tumors showed correlated regions of reduced ve and lower ADC (higher cellularity), suggesting ongoing proliferation. U251 tumors revealed that the tumor core had higher ve and elevated ADC (lower cellularity), suggesting necrosis development. The entire tumor was uniformly acidic (pHe 6.1-6.8) early and throughout progression, but U251 tumors were more acidic, suggesting lower aerobic glycolysis in U87 tumors. Characterizing these cancer hallmarks with DCE-MRI, ADC-MRI, and BIRDS-MRSI will be useful for exploring tumorigenesis as well as timely therapies targeted to specific vascular and metabolic aspects of the tumor microenvironment.
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Affiliation(s)
- John J Walsh
- Department of Biomedical Engineering, Yale University, New Haven, CT, United States
| | - Maxime Parent
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, United States.,Magnetic Resonance Research Center, Yale University, New Haven, CT, United States
| | - Adil Akif
- Department of Biomedical Engineering, Yale University, New Haven, CT, United States
| | - Lucas C Adam
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, United States.,Magnetic Resonance Research Center, Yale University, New Haven, CT, United States
| | - Samuel Maritim
- Department of Biomedical Engineering, Yale University, New Haven, CT, United States
| | - Sandeep K Mishra
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, United States.,Magnetic Resonance Research Center, Yale University, New Haven, CT, United States
| | - Muhammad H Khan
- Department of Biomedical Engineering, Yale University, New Haven, CT, United States
| | - Daniel Coman
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, United States.,Magnetic Resonance Research Center, Yale University, New Haven, CT, United States
| | - Fahmeed Hyder
- Department of Biomedical Engineering, Yale University, New Haven, CT, United States.,Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, United States.,Magnetic Resonance Research Center, Yale University, New Haven, CT, United States
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6
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Khan MH, Walsh JJ, Mihailović JM, Mishra SK, Coman D, Hyder F. Imaging the transmembrane and transendothelial sodium gradients in gliomas. Sci Rep 2021; 11:6710. [PMID: 33758290 PMCID: PMC7987982 DOI: 10.1038/s41598-021-85925-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 03/08/2021] [Indexed: 11/29/2022] Open
Abstract
Under normal conditions, high sodium (Na+) in extracellular (Na+e) and blood (Na+b) compartments and low Na+ in intracellular milieu (Na+i) produce strong transmembrane (ΔNa+mem) and weak transendothelial (ΔNa+end) gradients respectively, and these manifest the cell membrane potential (Vm) as well as blood–brain barrier (BBB) integrity. We developed a sodium (23Na) magnetic resonance spectroscopic imaging (MRSI) method using an intravenously-administered paramagnetic polyanionic agent to measure ΔNa+mem and ΔNa+end. In vitro 23Na-MRSI established that the 23Na signal is intensely shifted by the agent compared to other biological factors (e.g., pH and temperature). In vivo 23Na-MRSI showed Na+i remained unshifted and Na+b was more shifted than Na+e, and these together revealed weakened ΔNa+mem and enhanced ΔNa+end in rat gliomas (vs. normal tissue). Compared to normal tissue, RG2 and U87 tumors maintained weakened ΔNa+mem (i.e., depolarized Vm) implying an aggressive state for proliferation, whereas RG2 tumors displayed elevated ∆Na+end suggesting altered BBB integrity. We anticipate that 23Na-MRSI will allow biomedical explorations of perturbed Na+ homeostasis in vivo.
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Affiliation(s)
- Muhammad H Khan
- Department of Biomedical Engineering, Yale University, N143 TAC (MRRC), 300 Cedar Street, New Haven, CT, 06520, USA.
| | - John J Walsh
- Department of Biomedical Engineering, Yale University, N143 TAC (MRRC), 300 Cedar Street, New Haven, CT, 06520, USA
| | - Jelena M Mihailović
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, 06520, USA
| | - Sandeep K Mishra
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, 06520, USA
| | - Daniel Coman
- Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, 06520, USA
| | - Fahmeed Hyder
- Department of Biomedical Engineering, Yale University, N143 TAC (MRRC), 300 Cedar Street, New Haven, CT, 06520, USA. .,Department of Radiology and Biomedical Imaging, Yale University, New Haven, CT, 06520, USA.
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7
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Guigou C, Lalande A, Millot N, Belharet K, Bozorg Grayeli A. Use of Super Paramagnetic Iron Oxide Nanoparticles as Drug Carriers in Brain and Ear: State of the Art and Challenges. Brain Sci 2021; 11:358. [PMID: 33799690 PMCID: PMC7998448 DOI: 10.3390/brainsci11030358] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 03/02/2021] [Accepted: 03/05/2021] [Indexed: 12/16/2022] Open
Abstract
Drug delivery and distribution in the central nervous system (CNS) and the inner ear represent a challenge for the medical and scientific world, especially because of the blood-brain and the blood-perilymph barriers. Solutions are being studied to circumvent or to facilitate drug diffusion across these structures. Using superparamagnetic iron oxide nanoparticles (SPIONs), which can be coated to change their properties and ensure biocompatibility, represents a promising tool as a drug carrier. They can act as nanocarriers and can be driven with precision by magnetic forces. The aim of this study was to systematically review the use of SPIONs in the CNS and the inner ear. A systematic PubMed search between 1999 and 2019 yielded 97 studies. In this review, we describe the applications of the SPIONS, their design, their administration, their pharmacokinetic, their toxicity and the methods used for targeted delivery of drugs into the ear and the CNS.
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Affiliation(s)
- Caroline Guigou
- Department of Otolaryngology-Head and Neck Surgery, Dijon University Hospital, 21000 Dijon, France;
- ImVia Laboratory, EA 7535, Université Bourgogne Franche-Comté, 21079 Dijon, France;
| | - Alain Lalande
- ImVia Laboratory, EA 7535, Université Bourgogne Franche-Comté, 21079 Dijon, France;
| | - Nadine Millot
- Laboratoire Interdisciplinaire Carnot de Bourgogne, UMR 6303, CNRS, Université Bourgogne Franche-Comté, BP 47870, 21078 Dijon, France;
| | - Karim Belharet
- Laboratoire PRISME, JUNIA Campus Centre, 36000 Châteauroux, France;
| | - Alexis Bozorg Grayeli
- Department of Otolaryngology-Head and Neck Surgery, Dijon University Hospital, 21000 Dijon, France;
- ImVia Laboratory, EA 7535, Université Bourgogne Franche-Comté, 21079 Dijon, France;
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8
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Hyder F, Coman D. Imaging Extracellular Acidification and Immune Activation in Cancer. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2021; 18. [PMID: 33997581 DOI: 10.1016/j.cobme.2021.100278] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Metabolism reveals pathways by which cells, in healthy and disease tissues, use nutrients to fuel their function and (re)growth. However, gene-centric views have dominated cancer hallmarks, relegating metabolic reprogramming that all cells in the tumor niche undergo as an incidental phenomenon. Aerobic glycolysis in cancer is well known, but recent evidence suggests that diverse symbolic traits of cancer cells are derived from oncogene-directed metabolism required for their sustenance and evolution. Cells in the tumor milieu actively metabolize different nutrients, but proficiently secrete acidic by-products using diverse mechanisms to create a hostile ecosystem for host cells, and where local immune cells suffer collateral damage. Since metabolic interactions between cancer and immune cells hold promise for future cancer therapies, here we focus on translational magnetic resonance methods enabling in vivo and simultaneous detection of tumor habitat acidification and immune activation - innovations for monitoring personalized treatments.
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Affiliation(s)
- Fahmeed Hyder
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, CT, USA
- Magnetic Resonance Research Center (MRRC), Yale University, New Haven, CT, USA
- Quantitative Neuroimaging with Magnetic Resonance (QNMR) Research Program, Yale University, New Haven, CT, USA
| | - Daniel Coman
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, CT, USA
- Magnetic Resonance Research Center (MRRC), Yale University, New Haven, CT, USA
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9
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Manganese Ferrite Nanoparticles (MnFe 2O 4): Size Dependence for Hyperthermia and Negative/Positive Contrast Enhancement in MRI. NANOMATERIALS 2020; 10:nano10112297. [PMID: 33233590 PMCID: PMC7699708 DOI: 10.3390/nano10112297] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 10/28/2020] [Accepted: 11/06/2020] [Indexed: 12/13/2022]
Abstract
We synthesized manganese ferrite (MnFe2O4) nanoparticles of different sizes by varying pH during chemical co-precipitation procedure and modified their surfaces with polysaccharide chitosan (CS) to investigate characteristics of hyperthermia and magnetic resonance imaging (MRI). Structural features were analyzed by X-ray diffraction (XRD), high-resolution transmission electron microscopy (TEM), selected area diffraction (SAED) patterns, and Mössbauer spectroscopy to confirm the formation of superparamagnetic MnFe2O4 nanoparticles with a size range of 5–15 nm for pH of 9–12. The hydrodynamic sizes of nanoparticles were less than 250 nm with a polydispersity index of 0.3, whereas the zeta potentials were higher than 30 mV to ensure electrostatic repulsion for stable colloidal suspension. MRI properties at 7T demonstrated that transverse relaxation (T2) doubled as the size of CS-coated MnFe2O4 nanoparticles tripled in vitro. However, longitudinal relaxation (T1) was strongest for the smallest CS-coated MnFe2O4 nanoparticles, as revealed by in vivo positive contrast MRI angiography. Cytotoxicity assay on HeLa cells showed CS-coated MnFe2O4 nanoparticles is viable regardless of ambient pH, whereas hyperthermia studies revealed that both the maximum temperature and specific loss power obtained by alternating magnetic field exposure depended on nanoparticle size and concentration. Overall, these results reveal the exciting potential of CS-coated MnFe2O4 nanoparticles in MRI and hyperthermia studies for biomedical research.
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10
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Obara-Michlewska M, Szeliga M. Targeting Glutamine Addiction in Gliomas. Cancers (Basel) 2020; 12:cancers12020310. [PMID: 32013066 PMCID: PMC7072559 DOI: 10.3390/cancers12020310] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 01/16/2020] [Accepted: 01/27/2020] [Indexed: 12/12/2022] Open
Abstract
The most common malignant brain tumors are those of astrocytic origin, gliomas, with the most aggressive glioblastoma (WHO grade IV) among them. Despite efforts, medicine has not made progress in terms of the prognosis and life expectancy of glioma patients. Behind the malignant phenotype of gliomas lies multiple genetic mutations leading to reprogramming of their metabolism, which gives those highly proliferating cells an advantage over healthy ones. The so-called glutamine addiction is a metabolic adaptation that supplements oxidative glycolysis in order to secure neoplastic cells with nutrients and energy in unfavorable conditions of hypoxia. The present review aims at presenting the research and clinical attempts targeting the different metabolic pathways involved in glutamine metabolism in gliomas. A brief description of the biochemistry of glutamine transport, synthesis, and glutaminolysis, etc. will forego a detailed comparison of the therapeutic strategies undertaken to inhibit glutamine utilization by gliomas.
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11
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Randall EC, Lopez BGC, Peng S, Regan MS, Abdelmoula WM, Basu SS, Santagata S, Yoon H, Haigis MC, Agar JN, Tran NL, Elmquist WF, White FM, Sarkaria JN, Agar NYR. Localized Metabolomic Gradients in Patient-Derived Xenograft Models of Glioblastoma. Cancer Res 2019; 80:1258-1267. [PMID: 31767628 DOI: 10.1158/0008-5472.can-19-0638] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 07/12/2019] [Accepted: 11/13/2019] [Indexed: 12/17/2022]
Abstract
Glioblastoma (GBM) is increasingly recognized as a disease involving dysfunctional cellular metabolism. GBMs are known to be complex heterogeneous systems containing multiple distinct cell populations and are supported by an aberrant network of blood vessels. A better understanding of GBM metabolism, its variation with respect to the tumor microenvironment, and resulting regional changes in chemical composition is required. This may shed light on the observed heterogeneous drug distribution, which cannot be fully described by limited or uneven disruption of the blood-brain barrier. In this work, we used mass spectrometry imaging (MSI) to map metabolites and lipids in patient-derived xenograft models of GBM. A data analysis workflow revealed that distinctive spectral signatures were detected from different regions of the intracranial tumor model. A series of long-chain acylcarnitines were identified and detected with increased intensity at the tumor edge. A 3D MSI dataset demonstrated that these molecules were observed throughout the entire tumor/normal interface and were not confined to a single plane. mRNA sequencing demonstrated that hallmark genes related to fatty acid metabolism were highly expressed in samples with higher acylcarnitine content. These data suggest that cells in the core and the edge of the tumor undergo different fatty acid metabolism, resulting in different chemical environments within the tumor. This may influence drug distribution through changes in tissue drug affinity or transport and constitute an important consideration for therapeutic strategies in the treatment of GBM. SIGNIFICANCE: GBM tumors exhibit a metabolic gradient that should be taken into consideration when designing therapeutic strategies for treatment.See related commentary by Tan and Weljie, p. 1231.
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Affiliation(s)
- Elizabeth C Randall
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Begoña G C Lopez
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sen Peng
- Division of Cancer and Cell Biology, Translational Genomics Research Institute - Affiliate of City of Hope, Phoenix, Arizona
| | - Michael S Regan
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Walid M Abdelmoula
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sankha S Basu
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Sandro Santagata
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Haejin Yoon
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Marcia C Haigis
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Jeffrey N Agar
- Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts
| | - Nhan L Tran
- Department of Cancer Biology, Mayo Clinic, Scottsdale, Arizona
| | - William F Elmquist
- Department of Pharmaceutics, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota
| | - Forest M White
- Department of Biological Engineering, Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, 500 Main St, Cambridge, Massachusetts
| | - Jann N Sarkaria
- Department of Radiation Oncology, Mayo Clinic, 200 First St SW, Rochester, Minnesota
| | - Nathalie Y R Agar
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts. .,Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.,Department of Cancer Biology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
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12
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Coman D, Peters DC, Walsh JJ, Savic LJ, Huber S, Sinusas AJ, Lin M, Chapiro J, Constable RT, Rothman DL, Duncan JS, Hyder F. Extracellular pH mapping of liver cancer on a clinical 3T MRI scanner. Magn Reson Med 2019; 83:1553-1564. [PMID: 31691371 DOI: 10.1002/mrm.28035] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2019] [Revised: 09/13/2019] [Accepted: 09/18/2019] [Indexed: 02/06/2023]
Abstract
PURPOSE To demonstrate feasibility of developing a noninvasive extracellular pH (pHe ) mapping method on a clinical MRI scanner for molecular imaging of liver cancer. METHODS In vivo pHe mapping has been demonstrated on preclinical scanners (e.g., 9.4T, 11.7T) with Biosensor Imaging of Redundant Deviation in Shifts (BIRDS), where the pHe readout by 3D chemical shift imaging (CSI) depends on hyperfine shifts emanating from paramagnetic macrocyclic chelates like TmDOTP5- which upon extravasation from blood resides in the extracellular space. We implemented BIRDS-based pHe mapping on a clinical 3T Siemens scanner, where typically diamagnetic 1 H signals are detected using millisecond-long radiofrequency (RF) pulses, and 1 H shifts span over ±10 ppm with long transverse (T2 , 102 ms) and longitudinal (T1 , 103 ms) relaxation times. We modified this 3D-CSI method for ultra-fast acquisition with microsecond-long RF pulses, because even at 3T the paramagnetic 1 H shifts of TmDOTP5- have millisecond-long T2 and T1 and ultra-wide chemical shifts (±200 ppm) as previously observed in ultra-high magnetic fields. RESULTS We validated BIRDS-based pH in vitro with a pH electrode. We measured pHe in a rabbit model for liver cancer using VX2 tumors, which are highly vascularized and hyperglycolytic. Compared to intratumoral pHe (6.8 ± 0.1; P < 10-9 ) and tumor's edge pHe (6.9 ± 0.1; P < 10-7 ), liver parenchyma pHe was significantly higher (7.2 ± 0.1). Tumor localization was confirmed with histopathological markers of necrosis (hematoxylin and eosin), glucose uptake (glucose transporter 1), and tissue acidosis (lysosome-associated membrane protein 2). CONCLUSION This work demonstrates feasibility and potential clinical translatability of high-resolution pHe mapping to monitor tumor aggressiveness and therapeutic outcome, all to improve personalized cancer treatment planning.
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Affiliation(s)
- Daniel Coman
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut
| | - Dana C Peters
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut
| | - John J Walsh
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut
| | - Lynn J Savic
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut.,Institute of Radiology, Charité-Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Berlin, Germany
| | - Steffen Huber
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut
| | - Albert J Sinusas
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut.,Department of Medicine, Section of Cardiovascular Medicine, Yale University, New Haven, Connecticut
| | - MingDe Lin
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut.,Visage Imaging, Inc., San Diego, California
| | - Julius Chapiro
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut
| | - R Todd Constable
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut
| | - Douglas L Rothman
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut.,Department of Biomedical Engineering, Yale University, New Haven, Connecticut
| | - James S Duncan
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut.,Department of Biomedical Engineering, Yale University, New Haven, Connecticut
| | - Fahmeed Hyder
- Department of Radiology & Biomedical Imaging, Yale University, New Haven, Connecticut.,Department of Biomedical Engineering, Yale University, New Haven, Connecticut
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13
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Ross AM, Mc Nulty D, O'Dwyer C, Grabrucker AM, Cronin P, Mulvihill JJ. Standardization of research methods employed in assessing the interaction between metallic-based nanoparticles and the blood-brain barrier: Present and future perspectives. J Control Release 2019; 296:202-224. [DOI: 10.1016/j.jconrel.2019.01.022] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 01/16/2019] [Accepted: 01/17/2019] [Indexed: 01/31/2023]
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14
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Ferrauto G, Di Gregorio E, Auboiroux V, Petit M, Berger F, Aime S, Lahrech H. CEST-MRI for glioma pH quantification in mouse model: Validation by immunohistochemistry. NMR IN BIOMEDICINE 2018; 31:e4005. [PMID: 30256478 DOI: 10.1002/nbm.4005] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Revised: 07/17/2018] [Accepted: 07/18/2018] [Indexed: 06/08/2023]
Abstract
In glioma, the acidification of the extracellular tumor microenvironment drives proliferation, angiogenesis, immunosuppression, invasion and chemoresistance. Therefore, quantification of glioma extracellular pH (pHe) is of crucial importance. This study is focused on the application of the YbHPDO3A (ytterbium 1,4,7-triscarboxymethyl-1,4,7,10-tetraazacyclododecane) probe for in vivo glioma pHe quantification using chemical exchange saturation transfer (CEST)-MRI and its correlation with tumor metabolism assessed by immunohistochemistry. The U87 glioma mouse model was used (n = 18) and MRI performed at 4.7 T. CEST-MRI of YbHPDO3A solutions at different pH values showed two resolved CEST spectra at 71 ppm and 99 ppm, both sensitive to pH variations, allowing therefore calculation of the ratiometric curve for in vivo pH quantification. In vivo MRI sequences consisted of T2w for tumor localization, T2w * to assess YbHPDO3A biodistribution by exploiting its magnetic susceptibility effect and CEST for glioma pHe mapping. T2w * images show that YbHPDO3A extravasates in tumor in regions with damaged blood-brain barrier. The pHe is calculated only in these regions. Hematoxylin/eosin histology and Ki-67, CA-IX (carbonic anhydrase 9) and NHE-1 immunohistochemical staining were performed; their expression rates were compared with the in vivo pHe values. On the basis of the cell proliferation marker Ki-67, two groups were defined: one group with a lower mitotic index (MI% < 20% = mean value) and a mean pHe value of 7.00 (low-proliferation/high-pH group) and the other with MI% > 20% and an acidic pHe of 6.6 (high-proliferation/low-pH group). CA-IX and NHE-1 were over-expressed in the high-proliferation/low-pH group (CA-IX, 92 ± 7% versus 30 ± 13%; NHE-1, 84 ± 8% versus 35 ± 11%), indicating an acidic/hypoxic microenvironment. These immunohistochemical results are consistent with our pHe mapping (Pearson correlation coefficient > 0.70) and provide evidence for the feasibility of the CEST-MRI method with the YbHPDO3A probe for glioma pHe quantification at 4.7 T. Importantly, the YbHPDO3A probe has similar chemical and biological properties to the clinically approved MRI contrast agent GdHPDO3A. This makes the method promising for a clinical translation.
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Affiliation(s)
- Giuseppe Ferrauto
- Molecular Imaging Center, Department of Molecular Biotechnologies and Health Sciences, University of Torino, Turin, Italy
| | - Enza Di Gregorio
- Molecular Imaging Center, Department of Molecular Biotechnologies and Health Sciences, University of Torino, Turin, Italy
| | | | - Manuel Petit
- BrainTech Lab-INSERM U12O5-University of Grenoble Alpes, Grenoble, France
| | - François Berger
- BrainTech Lab-INSERM U12O5-University of Grenoble Alpes, Grenoble, France
| | - Silvio Aime
- Molecular Imaging Center, Department of Molecular Biotechnologies and Health Sciences, University of Torino, Turin, Italy
| | - Hana Lahrech
- BrainTech Lab-INSERM U12O5-University of Grenoble Alpes, Grenoble, France
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15
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Brain Tumor Diagnostics and Therapeutics with Superparamagnetic Ferrite Nanoparticles. CONTRAST MEDIA & MOLECULAR IMAGING 2017; 2017:6387217. [PMID: 29375280 PMCID: PMC5742516 DOI: 10.1155/2017/6387217] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 09/24/2017] [Indexed: 11/18/2022]
Abstract
Ferrite nanoparticles (F-NPs) can transform both cancer diagnostics and therapeutics. Superparamagnetic F-NPs exhibit high magnetic moment and susceptibility such that in presence of a static magnetic field transverse relaxation rate of water protons for MRI contrast is augmented to locate F-NPs (i.e., diagnostics) and exposed to an alternating magnetic field local temperature is increased to induce tissue necrosis (i.e., thermotherapy). F-NPs are modified by chemical synthesis of mixed spinel ferrites as well as their size, shape, and coating. Purposely designed drug-containing nanoparticles (D-NPs) can slowly deliver drugs (i.e., chemotherapy). Convection-enhanced delivery (CED) of D-NPs with MRI guidance improves glioblastoma multiforme (GBM) treatment. MRI monitors the location of chemotherapy when D-NPs and F-NPs are coadministered with CED. However superparamagnetic field gradients produced by F-NPs complicate MRI readouts (spatial distortions) and MRS (extensive line broadening). Since extracellular pH (pHe) is a cancer hallmark, pHe imaging is needed to screen cancer treatments. Biosensor imaging of redundant deviation in shifts (BIRDS) extrapolates pHe from paramagnetically shifted signals and the pHe accuracy remains unaffected by F-NPs. Hence effect of both chemotherapy and thermotherapy can be monitored (by BIRDS), whereas location of F-NPs is revealed (by MRI). Smarter tethering of nanoparticles and agents will impact GBM theranostics.
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