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Piper B, Bogamuwa S, Hossain T, Farkas D, Rosas L, Green AC, Newcomb G, Sun N, Ovando-Ricardez JA, Horowitz JC, Bhagwani AR, Yang H, Kudryashova TV, Rojas M, Mora AL, Yan P, Mallampalli RK, Goncharova EA, Eckmann DM, Farkas L. RAB7 deficiency impairs pulmonary artery endothelial function and promotes pulmonary hypertension. J Clin Invest 2024; 134:e169441. [PMID: 38015641 PMCID: PMC10836802 DOI: 10.1172/jci169441] [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] [Received: 02/07/2023] [Accepted: 11/21/2023] [Indexed: 11/30/2023] Open
Abstract
Pulmonary arterial hypertension (PAH) is a devastating and progressive disease with limited treatment options. Endothelial dysfunction plays a central role in the development and progression of PAH, yet the underlying mechanisms are incompletely understood. The endosome-lysosome system is important to maintain cellular health, and the small GTPase RAB7 regulates many functions of this system. Here, we explored the role of RAB7 in endothelial cell (EC) function and lung vascular homeostasis. We found reduced expression of RAB7 in ECs from patients with PAH. Endothelial haploinsufficiency of RAB7 caused spontaneous pulmonary hypertension (PH) in mice. Silencing of RAB7 in ECs induced broad changes in gene expression revealed via RNA-Seq, and RAB7-silenced ECs showed impaired angiogenesis and expansion of a senescent cell fraction, combined with impaired endolysosomal trafficking and degradation, suggesting inhibition of autophagy at the predegradation level. Furthermore, mitochondrial membrane potential and oxidative phosphorylation were decreased, and glycolysis was enhanced. Treatment with the RAB7 activator ML-098 reduced established PH in rats with chronic hypoxia/SU5416. In conclusion, we demonstrate for the first time to our knowledge the fundamental impairment of EC function by loss of RAB7, causing PH, and show RAB7 activation to be a potential therapeutic strategy in a preclinical model of PH.
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Affiliation(s)
- Bryce Piper
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | - Srimathi Bogamuwa
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | | | - Daniela Farkas
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | - Lorena Rosas
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | | | - Geoffrey Newcomb
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | - Nuo Sun
- Davis Heart and Lung Research Institute
- Department of Cell Biology and Physiology, The Ohio State University (OSU), Columbus, Ohio, USA
| | - Jose A. Ovando-Ricardez
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | - Jeffrey C. Horowitz
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | - Aneel R. Bhagwani
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
- Department of Physiology, Ziauddin University, Karachi, Pakistan
| | - Hu Yang
- Linda and Bipin Doshi Department of Chemical and Biochemical Engineering, Missouri University of Science and Technology, Rolla, Missouri, USA
| | - Tatiana V. Kudryashova
- University of Pittsburgh, Heart, Blood, and Vascular Medicine Institute, Pittsburgh, Pennsylvania, USA
| | - Mauricio Rojas
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | - Ana L. Mora
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | - Pearlly Yan
- Division of Hematology, Department of Internal Medicine and The James Cancer Center, OSU, Columbus, Ohio, USA
| | - Rama K. Mallampalli
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
| | - Elena A. Goncharova
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, University of California Davis, Davis, California, USA
| | - David M. Eckmann
- Department of Anesthesiology, and
- Center for Medical and Engineering Innovation, OSU, Columbus, Ohio, USA
| | - Laszlo Farkas
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine
- Davis Heart and Lung Research Institute
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Hossain T, Eckmann DM. Hyperoxic exposure alters intracellular bioenergetics distribution in human pulmonary cells. Life Sci 2023:121880. [PMID: 37356749 DOI: 10.1016/j.lfs.2023.121880] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/24/2023] [Accepted: 06/22/2023] [Indexed: 06/27/2023]
Abstract
AIMS Pulmonary oxygen toxicity is caused by exposure to a high fraction of inspired oxygen, which damages multiple cell types within the lung. The cellular basis for pulmonary oxygen toxicity includes mitochondrial dysfunction. The aim of this study was to identify the effects of hyperoxic exposure on mitochondrial bioenergetic and dynamic functions in pulmonary cells. MAIN METHODS Mitochondrial respiration, inner membrane potential, dynamics (including motility), and distribution of mitochondrial bioenergetic capacity in two intracellular regions were quantified using cultured human lung microvascular endothelial cells, human pulmonary artery endothelial cells and A549 cells. Hyperoxic (95 % O2) exposures lasted 24, 48 and 72 h, durations relevant to mechanical ventilation in intensive care settings. KEY FINDINGS Mitochondrial motility was altered following all hyperoxic exposures utilized in experiments. Inhomogeneities in inner membrane potential and respiration parameters were present in each cell type following hyperoxia. The partitioning of ATP-linked respiration was also hyperoxia-duration and cell type dependent. Hyperoxic exposure lasting 48 h or longer provoked the largest alterations in mitochondrial motility and the greatest decreases in ATP-linked respiration, with a suggestion of decreases in respiration complex protein levels. SIGNIFICANCE Hyperoxic exposures of different durations produce intracellular inhomogeneities in mitochondrial dynamics and bioenergetics in pulmonary cells. Oxygen therapy is utilized commonly in clinical care and can induce undesirable decrements in bioenergy function needed to maintain pulmonary cell function and viability. There may be adjunctive or prophylactic measures that can be employed during hyperoxic exposures to prevent the mitochondrial dysfunction that signals the presence of oxygen toxcity.
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Affiliation(s)
- Tanvir Hossain
- Department of Anesthesiology, The Ohio State University, Columbus, OH 43210, United States of America
| | - David M Eckmann
- Department of Anesthesiology, The Ohio State University, Columbus, OH 43210, United States of America; Center for Medical and Engineering Innovation, The Ohio State University, Columbus, OH 43210, United States of America.
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3
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Piper B, Bogamuwa S, Hossain T, Farkas D, Rosas L, Green A, Newcomb G, Sun N, Horowitz JC, Bhagwani AR, Yang H, Kudryashova TV, Rojas M, Mora AL, Yan P, Mallampalli RK, Goncharova EA, Eckmann DM, Farkas L. RAB7 deficiency impairs pulmonary artery endothelial function and promotes pulmonary hypertension. bioRxiv 2023:2023.02.03.526842. [PMID: 36778418 PMCID: PMC9915659 DOI: 10.1101/2023.02.03.526842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Pulmonary arterial hypertension (PAH) is a devastating and progressive disease with limited treatment options. Endothelial dysfunction plays a central role in development and progression of PAH, yet the underlying mechanisms are incompletely understood. The endosome-lysosome system is important to maintain cellular health and the small GTPase RAB7 regulates many functions of this system. Here, we explored the role of RAB7 in endothelial cell (EC) function and lung vascular homeostasis. We found reduced expression of RAB7 in ECs from PAH patients. Endothelial haploinsufficiency of RAB7 caused spontaneous PH in mice. Silencing of RAB7 in ECs induced broad changes in gene expression revealed via RNA sequencing and RAB7 silenced ECs showed impaired angiogenesis, expansion of a senescent cell fraction, combined with impaired endolysosomal trafficking and degradation, which suggests inhibition of autophagy at the pre-degradation level. Further, mitochondrial membrane potential and oxidative phosphorylation were decreased, and glycolysis was enhanced. Treatment with the RAB7 activator ML-098 reduced established PH in chronic hypoxia/SU5416 rats. In conclusion, we demonstrate here for the first time the fundamental impairment of EC function by loss of RAB7 that leads to PH and show RAB7 activation as a potential therapeutic strategy in a preclinical model of PH.
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4
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Green A, Hossain T, Eckmann DM. Mitochondrial dynamics involves molecular and mechanical events in motility, fusion and fission. Front Cell Dev Biol 2022; 10:1010232. [PMID: 36340034 PMCID: PMC9626967 DOI: 10.3389/fcell.2022.1010232] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 10/06/2022] [Indexed: 11/13/2022] Open
Abstract
Mitochondria are cell organelles that play pivotal roles in maintaining cell survival, cellular metabolic homeostasis, and cell death. Mitochondria are highly dynamic entities which undergo fusion and fission, and have been shown to be very motile in vivo in neurons and in vitro in multiple cell lines. Fusion and fission are essential for maintaining mitochondrial homeostasis through control of morphology, content exchange, inheritance of mitochondria, maintenance of mitochondrial DNA, and removal of damaged mitochondria by autophagy. Mitochondrial motility occurs through mechanical and molecular mechanisms which translocate mitochondria to sites of high energy demand. Motility also plays an important role in intracellular signaling. Here, we review key features that mediate mitochondrial dynamics and explore methods to advance the study of mitochondrial motility as well as mitochondrial dynamics-related diseases and mitochondrial-targeted therapeutics.
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Affiliation(s)
- Adam Green
- Department of Anesthesiology, The Ohio State University, Columbus, OH, United States
| | - Tanvir Hossain
- Department of Anesthesiology, The Ohio State University, Columbus, OH, United States
| | - David M. Eckmann
- Department of Anesthesiology, The Ohio State University, Columbus, OH, United States
- Center for Medical and Engineering Innovation, The Ohio State University, Columbus, OH, United States
- *Correspondence: David M. Eckmann,
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5
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Farokhirad S, Kandy SK, Tsourkas A, Ayyaswamy PS, Eckmann DM, Radhakrishnan R. Biophysical Considerations in the Rational Design and Cellular Targeting of Flexible Polymeric Nanoparticles. Adv Mater Interfaces 2021; 8:2101290. [PMID: 35782961 PMCID: PMC9248849 DOI: 10.1002/admi.202101290] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Indexed: 06/15/2023]
Abstract
How nanoparticle (NP) mechanical properties impact multivalent ligand-receptor-mediated binding to cell surfaces, the avidity, propensity for internalization, and effects due to crowding remains unknown or unquantified. Through computational analyses, the effects of NP composition from soft, deformable NPs to rigid spheres, effect of tethers, the crowding of NPs at the membrane surface, and the cell membrane properties such as cytoskeletal interactions are addressed. Analyses of binding mechanisms of three distinct NPs that differ in type and rigidity (core-corona flexible NP, rigid NP, and rigid-tethered NP) but are otherwise similar in size and ligand surface density are reported; moreover, for the case of flexible NP, NP stiffness is tuned by varying the internal crosslinking density. Biophysical modeling of NP binding to membranes together with thermodynamic analysis powered by free energy calculations is employed, and it is shown that efficient cellular targeting and uptake of NP functionalized with targeting ligand molecules can be shaped by factors including NP flexibility and crowding, receptor-ligand binding avidity, state of the membrane cytoskeleton, and curvature inducing proteins. Rational design principles that confer tension, membrane excess area, and cytoskeletal sensing properties to the NP which can be exploited for cell-specific targeting of NP are uncovered.
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Affiliation(s)
- Samaneh Farokhirad
- Department of Mechanical Engineering, New Jersey Institute of Technology, Newark, NJ 07114, USA; Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Sreeja Kutti Kandy
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Andrew Tsourkas
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Portonovo S Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA 90095, USA
| | - David M Eckmann
- Department of Anesthesiology, The Ohio State University, Columbus, OH 43210, USA
| | - Ravi Radhakrishnan
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
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6
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Pancaro C, Purtell J, LaBuda D, Saager L, Klumpner TT, Dubovoy T, Rajala B, Singh S, Cassidy R, Vahabzadeh C, Maxwell S, Manica V, Eckmann DM, Mhyre JM, Engoren MC. Difficulty in Advancing Flexible Epidural Catheters When Establishing Labor Analgesia: An Observational Open-Label Randomized Trial. Anesth Analg 2021; 133:151-159. [PMID: 33835077 DOI: 10.1213/ane.0000000000005526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND While flexible epidural catheters reduce the risk of paresthesia and intravascular cannulation, they may be more challenging to advance beyond the tip of a Tuohy needle. This may increase placement time, number of attempts, and possibly complications when establishing labor analgesia. This study investigated the ability to advance flexible epidural catheters through different epidural needles from 2 commonly used, commercially available, epidural kits. METHODS We hypothesized that the multiorifice wire-reinforced polyamide nylon blend epidural catheters will have a higher rate of successful first attempt insertion than the single-end hole wire-reinforced polyurethane catheters for the establishment of labor analgesia. The primary outcome was a difference in proportions of failure to advance the epidural catheter between the 2 epidural kits and was tested by a χ2 test. Two-hundred forty epidural kits were collected (n = 120/group) for 240 laboring patients requesting epidural analgesia in this open-label clinical trial from November 2018 to September 2019. Two-week time intervals were randomized for the exclusive use of 1 of the 2 kits in this study, where all patients received labor analgesia through either the flexible epidural catheter "A" or the flexible epidural catheter "B." Engineering properties of the equipment used were then determined. RESULTS Flexible epidural catheter "A," the single-end hole wire-reinforced polyurethane catheter, did not advance at the first attempt in 15% (n = 18 of 120) of the parturients compared to 0.8% (n = 1 of 120) of the catheter "B," the multiorifice wire-reinforced polyamide nylon blend epidural catheter (P < .0001). Twenty-five additional epidural needle manipulations were recorded in the laboring patients who received catheter "A," while 1 epidural needle manipulation was recorded in the parturients who received catheter "B" (P < .0001). Bending stiffness of the epidural catheters used from kit "B" was twice the bending stiffness of the catheters used from kit "A" (bending stiffness catheters "A" 0.64 ± 0.04 N·mm2 versus bending stiffness catheters "B" 1.28 ± 0.20 N·mm2, P = .0038), and the angle formed by the needle and the epidural catheter from kit "A" was less acute than the angle formed from kit "B" (kit "A" 14.17 ± 1.72° versus kit "B" 21.83 ± 1.33°, P = .0036), with a mean difference of 7.66° between the 2 kits' angles. CONCLUSIONS The incidence of an inability to advance single-end hole wire-reinforced polyurethane catheter was higher compared to the use of multiorifice wire-reinforced polyamide nylon blend epidural catheter. Variation of morphological features of epidural needles and catheters may play a critical role in determining the successful establishment of labor epidural analgesia.
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Affiliation(s)
- Carlo Pancaro
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Jasmine Purtell
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Dana LaBuda
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Leif Saager
- Department of Anesthesiology, University Medical Center, Göttingen, Germany
| | - Thomas T Klumpner
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Timur Dubovoy
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Baskar Rajala
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Shubhangi Singh
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Ruth Cassidy
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | | | - Sean Maxwell
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Virgil Manica
- Department of Anesthesiology, Tufts University School of Medicine, Boston, Massachusetts
| | - David M Eckmann
- Department of Anesthesiology and Center for Medical and Engineering Innovation, The Ohio State University, Columbus, Ohio
| | - Jill M Mhyre
- Department of Anesthesiology, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Milo C Engoren
- From the Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
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7
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Owiredu S, Ranganathan A, Greenwood JC, Piel S, Janowska JI, Eckmann DM, Kelly M, Ehinger JK, Kilbaugh TJ, Jang DH. In vitro comparison of hydroxocobalamin (B12a) and the mitochondrial directed therapy by a succinate prodrug in a cellular model of cyanide poisoning. Toxicol Rep 2020; 7:1263-1271. [PMID: 33005568 PMCID: PMC7511654 DOI: 10.1016/j.toxrep.2020.09.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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: 04/09/2020] [Revised: 08/29/2020] [Accepted: 09/01/2020] [Indexed: 12/14/2022] Open
Abstract
The objective of this study was to compare the use of hydroxocobalamin (B12a) and a succinate prodrug to evaluate for improvement in mitochondrial function in an in vitro model of cyanide poisoning. Peripheral blood mononuclear cells (PBMC) and human aortic smooth muscle cells (HASMC) incubated with 50 mM of sodium cyanide (CN) for five minutes serving as the CN group compared to controls. We investigated the following: (1) Mitochondrial respiration; (2) Superoxide and mitochondrial membrane potential with microscopy; (3) Citrate synthase protein expression. All experiments were performed with a cell concentration of 2-3 × 106 cells/ml for both PBMC and HASMC. There were four conditions: (1) Control (no exposure); (2) Cyanide (exposure only); (3) B12a (cyanide exposure followed by B12a treatment); (4) NV118 (cyanide followed by NV118 treatment). In this study the key findings include: (1) Improvement in key mitochondrial respiratory states with the succinate prodrug (NV118) but not B12a; (2) Attenuation of superoxide production with treatment of NV118 but not with B12a treatment; (3) The changes in respiration were not secondary to increased mitochondrial content as measured by citrate synthase; (4) The use of easily accessible human blood cells showed similar mitochondrial response to both cyanide and treatment to HASMC. The use of a succinate prodrug to circumvent partial CIV inhibition by cyanide with clear reversal of cellular respiration and superoxide production that was not attributed to changes in mitochondrial content not seen by the use of B12a.
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Affiliation(s)
- Shawn Owiredu
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, United States
| | - Abhay Ranganathan
- Children’s Hospital of Philadelphia (CHOP), Philadelphia, PA, 19104, United States
| | - John C. Greenwood
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, United States
- Department of Anesthesiology and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, United States
| | - Sarah Piel
- Children’s Hospital of Philadelphia (CHOP), Philadelphia, PA, 19104, United States
| | - Joanna I. Janowska
- Children’s Hospital of Philadelphia (CHOP), Philadelphia, PA, 19104, United States
| | - David M. Eckmann
- Department of Anesthesiology and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, United States
| | - Matthew Kelly
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, United States
| | - Johannes K. Ehinger
- Children’s Hospital of Philadelphia (CHOP), Philadelphia, PA, 19104, United States
| | - Todd J. Kilbaugh
- Children’s Hospital of Philadelphia (CHOP), Philadelphia, PA, 19104, United States
| | - David H. Jang
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, United States
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Eckmann DM, Bradley RP, Kandy SK, Patil K, Janmey PA, Radhakrishnan R. Multiscale modeling of protein membrane interactions for nanoparticle targeting in drug delivery. Curr Opin Struct Biol 2020; 64:104-110. [PMID: 32731155 DOI: 10.1016/j.sbi.2020.06.023] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Revised: 05/29/2020] [Accepted: 06/23/2020] [Indexed: 01/07/2023]
Abstract
Nanoparticle (NP)-based imaging and drug delivery systems for systemic (e.g. intravenous) therapeutic and diagnostic applications are inherently a complex integration of biology and engineering. A broad range of length and time scales are essential to hydrodynamic and microscopic molecular interactions mediating NP (drug nanocarriers, imaging agents) motion in blood flow, cell binding/uptake, and tissue accumulation. A computational model of time-dependent tissue delivery, providing in silico prediction of organ-specific accumulation of NPs, can be leveraged in NP design and clinical applications. In this article, we provide the current state-of-the-art and future outlook for the development of predictive models for NP transport, targeting, and distribution through the integration of new computational schemes rooted in statistical mechanics and transport. The resulting multiscale model will comprehensively incorporate: (i) hydrodynamic interactions in the vascular scales relevant to NP margination; (ii) physical and mechanical forces defining cellular and tissue architecture and epitope accessibility mediating NP adhesion; and (iii) subcellular and paracellular interactions including molecular-level targeting impacting NP uptake.
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Affiliation(s)
- David M Eckmann
- Department of Anesthesiology, The Ohio State University Wexner Medical Center, The Ohio State University, Columbus, OH, United States; Center for Medical and Engineering Innovation, The Ohio State University, Columbus, OH, United States
| | - Ryan P Bradley
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA, United States
| | - Sreeja K Kandy
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA, United States
| | - Keshav Patil
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA, United States
| | - Paul A Janmey
- Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, PA, United States
| | - Ravi Radhakrishnan
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA, United States; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States.
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9
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Owiredu S, Ranganathan A, Eckmann DM, Shofer FS, Hardy K, Lambert DS, Kelly M, Jang DH. Ex vivo use of cell-permeable succinate prodrug attenuates mitochondrial dysfunction in blood cells obtained from carbon monoxide-poisoned individuals. Am J Physiol Cell Physiol 2020; 319:C129-C135. [PMID: 32374677 DOI: 10.1152/ajpcell.00539.2019] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [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: 02/08/2023]
Abstract
The purpose of this study was to evaluate a new pharmacological strategy using a first-generation succinate prodrug, NV118, in peripheral blood mononuclear cells (PBMCs) obtained from subjects with carbon monoxide (CO) poisoning and healthy controls. We obtained human blood cells from subjects with CO poisoning and healthy control subjects. Intact PBMCs from subjects in the CO and Control group were analyzed with high-resolution respirometry measured in pmol O2 per second per 10-6 PBMCs. In addition to obtaining baseline respiration, NV118 (100 μM) was injected, and the same parameters of respiration were obtained for comparison in PBMCs. We measured mitochondrial dynamics with microscopy with the same conditions. We enrolled 37 patients (17 in the CO group and 20 in the Control group for comparison) in the study. PMBCs obtained from subjects in the CO group had overall significantly lower respiration compared with the Control group (P < 0.0001). There was a significant increase in respiration with NV118, specifically with an increase in maximum respiration and respiration from complex II and complex IV (P < 0.0001). The mitochondria in PBMCs demonstrated an overall increase in net movement compared with the Control group. Our results of this study suggest that the therapeutic compound, NV118, increases respiration at complex II and IV as well as restoration of mitochondrial movement in PBMCs obtained from subjects with CO poisoning. Mitochondrial-directed therapy offers a potential future strategy with further exploration in vivo.
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Affiliation(s)
- Shawn Owiredu
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Abhay Ranganathan
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Frances S Shofer
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Kevin Hardy
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - David S Lambert
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Matthew Kelly
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - David H Jang
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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10
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Ranganathan A, Owiredu S, Jang DH, Eckmann DM. Prophylaxis of mitochondrial dysfunction caused by cellular decompression from hyperbaric exposure. Mitochondrion 2020; 52:8-19. [PMID: 32045716 DOI: 10.1016/j.mito.2020.02.002] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 01/24/2020] [Accepted: 02/07/2020] [Indexed: 02/07/2023]
Abstract
Mitochondrial dysfunction occurring in response to cellular perturbations can include altered mitochondrial motility and bioenergetic function having intracellular heterogeneity. Exogenous mitochondrial directed therapy may correct these dysfunctions. Using in vitro approaches, we find that cell perturbations induced by rapid decompression from hyperbaric conditions with specific gas exposures has differential effects on mitochondrial motility, inner membrane potential, cellular respiration, reactive oxygen species production, impaired maintenance of cell shape and altered intracellular distribution of bioenergetic capacity in perinuclear and cell peripheral domains. Addition of a first-generation cell-permeable succinate prodrug to support mitochondrial function has positive overall effects in blunting the resultant bioenergy responses. Our results with this model of perturbed cell function induced by rapid decompression indicate that alterations in bioenergetic state are partitioned within the cell, as directly assessed by a combination of mitochondrial respiration and dynamics measurements. Reductions in the observed level of dysfunction produced can be achieved with application of the cell-permeable succinate prodrug.
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Affiliation(s)
- Abhay Ranganathan
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Shawn Owiredu
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - David H Jang
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States.
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11
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Myerson JW, McPherson O, DeFrates KG, Towslee JH, Marcos-Contreras OA, Shuvaev VV, Braender B, Composto RJ, Muzykantov VR, Eckmann DM. Cross-linker-Modulated Nanogel Flexibility Correlates with Tunable Targeting to a Sterically Impeded Endothelial Marker. ACS Nano 2019; 13:11409-11421. [PMID: 31600053 PMCID: PMC7393972 DOI: 10.1021/acsnano.9b04789] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [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: 05/04/2023]
Abstract
Deformability of injectable nanocarriers impacts rheological behavior, drug loading, and affinity target adhesion. Here, we present atomic force microscopy (AFM) and spectroscopy measurements of nanocarrier Young's moduli, tune the moduli of deformable nanocarriers with cross-linkers, and demonstrate vascular targeting behavior that correlates with Young's modulus. Homobifunctional cross-linkers were introduced into lysozyme-dextran nanogels (NGs). Single particle-scale AFM measurements determined NG moduli varying from ∼50-150 kPa for unmodified NGs or NGs with a short hydrophilic cross-linker (2,2'-(ethylenedioxy)bis(ethylamine), EOD) to ∼350 kPa for NGs modified with a longer hydrophilic cross-linker (4,9-dioxa-1,12-dodecanediamine, DODD) to ∼10 MPa for NGs modified with a longer hydrophobic cross-linker (1,12-diaminododecane, DAD). Cross-linked NGs were conjugated to antibodies for plasmalemma vesicle associated protein (PLVAP), a caveolar endothelial marker that cannot be accessed by rigid particles larger than ∼100 nm. In previous work, 150 nm NGs effectively targeted PLVAP, where rigid particles of similar diameter did not. EOD-modified NGs targeted PLVAP less effectively than unmodified NGs, but more effectively than DODD or DAD modified NGs, which both yielded low levels of targeting, resembling results previously obtained with polystyrene particles. Cross-linked NGs were also conjugated to antibodies against intracellular adhesion molecule-1 (ICAM-1), an endothelial marker accessible to large rigid particles. Cross-linked NGs and unmodified NGs targeted uniformly to ICAM-1. We thus demonstrate cross-linker modification of NGs, AFM determination of NG mechanical properties varying with cross-linker, and tuning of specific sterically constrained vascular targeting behavior in correlation with cross-linker-modified NG mechanical properties.
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Affiliation(s)
- Jacob Wheatley Myerson
- Department of Pharmacology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Olivia McPherson
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Kelsey G. DeFrates
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Jenna H. Towslee
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Oscar A. Marcos-Contreras
- Department of Pharmacology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Vladimir V. Shuvaev
- Department of Pharmacology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Bruce Braender
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Russell J. Composto
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Vladimir R. Muzykantov
- Department of Pharmacology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
- Corresponding Author:
| | - David M. Eckmann
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
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12
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Abstract
Nanoparticles submerged in confined flow fields occur in several technological applications involving heat and mass transfer in nanoscale systems. Describing the transport with nanoparticles in confined flows poses additional challenges due to the coupling between the thermal effects and fluid forces. Here, we focus on the relevant literature related to Brownian motion, hydrodynamic interactions and transport associated with nanoparticles in confined flows. We review the literature on the several techniques that are based on the principles of non-equilibrium statistical mechanics and computational fluid dynamics in order to simultaneously preserve the fluctuation-dissipation relationship and the prevailing hydrodynamic correlations. Through a review of select examples, we discuss the treatments of the temporal dynamics from the colloidal scales to the molecular scales pertaining to nanoscale fluid dynamics and heat transfer. As evident from this review, there, indeed has been little progress made in regard to the accurate modeling of heat transport in nanofluids flowing in confined geometries such as tubes. Therefore the associated mechanisms with such processes remain unexplained. This review has revealed that the information available in open literature on the transport properties of nanofluids is often contradictory and confusing. It has been very difficult to draw definitive conclusions. The quality of work reported on this topic is non-uniform. A significant portion of this review pertains to the treatment of the fluid dynamic aspects of the nanoparticle transport problem. By simultaneously treating the energy transport in ways discussed in this review as related to momentum transport, the ultimate goal of understanding nanoscale heat transport in confined flows may be achieved.
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Affiliation(s)
- Ravi Radhakrishnan
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States.,Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA, United States
| | - Samaneh Farokhirad
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA, United States
| | - David M Eckmann
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, United States.,Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, United States
| | - Portonovo S Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA, United States.,Mechanical and Aerospace Engineering Department, University of California, Los Angeles, CA, United States
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13
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Farokhirad S, Ramakrishnan N, Eckmann DM, Ayyaswamy PS, Radhakrishnan R. Nanofluid Dynamics of Flexible Polymeric Nanoparticles Under Wall Confinement. J Heat Transfer 2019; 141:0524011-524016. [PMID: 31186582 PMCID: PMC6528683 DOI: 10.1115/1.4043014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2018] [Revised: 02/22/2019] [Indexed: 05/12/2023]
Abstract
Describing the hydrodynamics of nanoparticles in fluid media poses interesting challenges due to the coupling between the Brownian and hydrodynamic forces at the nanoscale. We focus on multiscale formulations of Brownian motion and hydrodynamic interactions (HI) of a single flexible polymeric nanoparticle in confining flows using the Brownian Dynamics method. The nanoparticle is modeled as a self-avoiding freely jointed polymer chain that is subject to Brownian forces, hydrodynamics forces, and repulsive interactions with the confining wall. To accommodate the effect of the wall, the hydrodynamic lift due to the wall is included in the mobility of a bead of the polymer chain which depends on its proximity to the wall. Using the example of a flexible polymeric nanoparticle, we illustrate temporal dynamics pertaining to the colloidal scale as well as the nanoscale.
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Affiliation(s)
- Samaneh Farokhirad
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA 19104 e-mail:
| | - N Ramakrishnan
- Department of Cancer Biology, University of Pennsylvania, Philadelphia, PA 19104 e-mail:
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 e-mail:
| | - Portonovo S Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA 19104 e-mail:
| | - Ravi Radhakrishnan
- Department of Chemical and Biomolecular Engineering, Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 e-mail:
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14
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Farokhirad S, Ranganathan A, Myerson J, Muzykantov VR, Ayyaswamy PS, Eckmann DM, Radhakrishnan R. Stiffness can mediate balance between hydrodynamic forces and avidity to impact the targeting of flexible polymeric nanoparticles in flow. Nanoscale 2019; 11:6916-6928. [PMID: 30912772 PMCID: PMC7376444 DOI: 10.1039/c8nr09594a] [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] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
We report computational investigations of deformable polymeric nanoparticles (NPs) under colloidal suspension flow and adhesive environment. We employ a coarse-grained model for the polymeric NP and perform Brownian dynamics (BD) simulations with hydrodynamic interactions and in the presence of wall-confinement, particulate margination, and wall-adhesion for obtaining NP microstructure, shape, and anisotropic and inhomogeneous transport properties for different NP stiffness. These microscopic properties are utilized in solving the Fokker-Planck equation to obtain the spatial distribution of NP subject to shear, margination due to colloidal microparticles, and confinement due to a vessel wall. Comparing our computational results for the amount of NP margination to the near-wall adhesion regime with those of our binding experiments in cell culture under shear, we found quantitative agreement on shear-enhanced binding, the effect of particulate volume fraction, and the effect of NP stiffness. For the experimentally realized polymeric NP, our model predicts that the shear and volume fraction mediated enhancement in targeting has a hydrodynamic transport origin and is not due to a multivalent binding effect. However, for ultrasoft polymeric NPs, our model predicts a substantial increase in targeting due to multivalent binding. Our results are also in general agreement with experiments of tissue targeting measurements in vivo in mice, however, one needs to exercise caution in extending the modeling treatment to in vivo conditions owing to model approximations. The reported combined computational approach and results are expected to enable fine-tuning of design and optimization of flexible NP in targeted drug delivery applications.
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Affiliation(s)
- Samaneh Farokhirad
- University of Pennsylvania, Department of Mechanical Engineering and Applied Mechanics, Philadelphia, PA, USA
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15
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Jabeen Z, Yu HY, Eckmann DM, Ayyaswamy PS, Radhakrishnan R. Rheology of colloidal suspensions in confined flow: Treatment of hydrodynamic interactions in particle-based simulations inspired by dynamical density functional theory. Phys Rev E 2018; 98:042602. [PMID: 30687804 PMCID: PMC6345264 DOI: 10.1103/physreve.98.042602] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
We investigate the microstructure and rheology of a hard-sphere suspension in a Newtonian fluid confined in a cylindrical channel and undergoing pressure-driven flow using Monte Carlo simulations. We develop a hydrodynamic framework inspired by dynamical density functional theory approaches in which the contributions due to various flow-induced hydrodynamic interactions (HI) are included in the form of thermodynamic work done by these HI-derived forces in displacing the hard spheres. Using this framework, we can self-consistently determine the effect of the local microstructure on the average flow field, and vice versa, and coevolve the inhomogeneous density distribution and the flattening velocity profile with increase in the density of suspended particles. Specifically, we explore the effect on the local microstructure due to the inclusion of forces arising from confinement-induced inertial effects, forces due to solvent-mediated interparticle interactions, and the dependence of the diffusivity on the local density. We examine the dependence of the apparent viscosity of the suspension on the volume fraction of hard spheres in the cylinder, the flow rate, and the diameter of the cylinder and investigate their effects on the local microstructure.
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Affiliation(s)
- Zahera Jabeen
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Hsiu-Yu Yu
- Department of Chemical Engineering, National Taiwan University, Taipei 10617, Taiwan
| | - David M. Eckmann
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Portonovo S. Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Ravi Radhakrishnan
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
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16
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Jang DH, Owiredu S, Ranganathan A, Eckmann DM. Acute decompression following simulated dive conditions alters mitochondrial respiration and motility. Am J Physiol Cell Physiol 2018; 315:C699-C705. [PMID: 30110561 DOI: 10.1152/ajpcell.00243.2018] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [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: 01/09/2023]
Abstract
While barotrauma, decompression sickness, and drowning-related injuries are common morbidities associated with diving and decompression from depth, it remains unclear what impact rapid decompression has on mitochondrial function. In vitro diving simulation was performed with human dermal fibroblast cells subjected to control, air, nitrogen, and oxygen dive conditions. With the exception of the gas mixture, all other related variables, including absolute pressure exposure, dive and decompression rates, and temperature, were held constant. High-resolution respirometry was used to examine key respiratory states. Mitochondrial dynamic function, including net movement, number, and rates of fusion/fission events, was obtained from fluorescence microscopy imaging. Effects of the dive conditions on cell cytoskeleton were assessed by imaging both actin and microtubules. Maximum respiration was lower in fibroblasts in the air group than in the control and nitrogen groups. The oxygen group had overall lower respiration when compared with all other groups. All groups demonstrated lower mitochondrial motility when compared with the control group. Rates of fusion and fission events were the same between all groups. There were visible differences in cell morphology consistent with the actin staining; however, there were no appreciable changes to the microtubules. This is the first study to directly assess mitochondrial respiration and dynamics in a cell model of decompression. Both hyperbaric oxygen and air dive conditions produce deleterious effects on overall mitochondrial health in fibroblasts.
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Affiliation(s)
- David H Jang
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania , Philadelphia, Pennsylvania
| | - Shawn Owiredu
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania , Philadelphia, Pennsylvania
| | - Abhay Ranganathan
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania , Philadelphia, Pennsylvania
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania , Philadelphia, Pennsylvania.,Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania , Philadelphia, Pennsylvania
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17
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Myerson JW, Braender B, Mcpherson O, Glassman PM, Kiseleva RY, Shuvaev VV, Marcos-Contreras O, Grady ME, Lee HS, Greineder CF, Stan RV, Composto RJ, Eckmann DM, Muzykantov VR. Flexible Nanoparticles Reach Sterically Obscured Endothelial Targets Inaccessible to Rigid Nanoparticles. Adv Mater 2018; 30:e1802373. [PMID: 29956381 PMCID: PMC6385877 DOI: 10.1002/adma.201802373] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [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: 04/13/2018] [Revised: 05/19/2018] [Indexed: 05/14/2023]
Abstract
Molecular targeting of nanoparticle drug carriers promises maximized therapeutic impact to sites of disease or injury with minimized systemic effects. Precise targeting demands addressing to subcellular features. Caveolae, invaginations in cell membranes implicated in transcytosis and inflammatory signaling, are appealing subcellular targets. Caveolar geometry has been reported to impose a ≈50 nm size cutoff on nanocarrier access to plasmalemma vesicle associated protein (PLVAP), a marker found in caveolae in the lungs. The use of deformable nanocarriers to overcome that size cutoff is explored in this study. Lysozyme-dextran nanogels (NGs) are synthesized with ≈150 or ≈300 nm mean diameter. Atomic force microscopy indicates the NGs deform on complementary surfaces. Quartz crystal microbalance data indicate that NGs form softer monolayers (≈60 kPa) than polystyrene particles (≈8 MPa). NGs deform during flow through microfluidic channels, and modeling of NG extrusion through porous filters yields sieving diameters less than 25 nm for NGs with 150 and 300 nm hydrodynamic diameters. NGs of 150 and 300 nm diameter target PLVAP in mouse lungs while counterpart rigid polystyrene particles do not. The data in this study indicate a role for mechanical deformability in targeting large high-payload drug-delivery vehicles to sterically obscured targets like PLVAP.
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Affiliation(s)
- Jacob W Myerson
- Department of Systems Pharmacology and Translational Therapeutics and Center for Translational Targeted Therapeutics and Nanomedicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Bruce Braender
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Olivia Mcpherson
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Patrick M Glassman
- Department of Systems Pharmacology and Translational Therapeutics and Center for Translational Targeted Therapeutics and Nanomedicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Raisa Y Kiseleva
- Department of Systems Pharmacology and Translational Therapeutics and Center for Translational Targeted Therapeutics and Nanomedicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Vladimir V Shuvaev
- Department of Systems Pharmacology and Translational Therapeutics and Center for Translational Targeted Therapeutics and Nanomedicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Oscar Marcos-Contreras
- Department of Systems Pharmacology and Translational Therapeutics and Center for Translational Targeted Therapeutics and Nanomedicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Martha E Grady
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Hyun-Su Lee
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Colin F Greineder
- Department of Systems Pharmacology and Translational Therapeutics and Center for Translational Targeted Therapeutics and Nanomedicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Radu V Stan
- Department of Pathology and Laboratory Medicine, Geisel School of Medicine, Dartmouth College, Lebanon, NH, 03756, USA
| | - Russell J Composto
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Vladimir R Muzykantov
- Department of Systems Pharmacology and Translational Therapeutics and Center for Translational Targeted Therapeutics and Nanomedicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
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18
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Kandel J, Picard M, Wallace DC, Eckmann DM. Mitochondrial DNA 3243A>G heteroplasmy is associated with changes in cytoskeletal protein expression and cell mechanics. J R Soc Interface 2018; 14:rsif.2017.0071. [PMID: 28592659 DOI: 10.1098/rsif.2017.0071] [Citation(s) in RCA: 6] [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] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 05/09/2017] [Indexed: 12/21/2022] Open
Abstract
Mitochondrial and mechanical alterations in cells have both been shown to be hallmarks of human disease. However, little research has endeavoured to establish connections between these two essential features of cells in both functional and dysfunctional situations. In this work, we hypothesized that a specific genetic alteration in mitochondrial function known to cause human disease would trigger changes in cell mechanics. Using a previously characterized set of mitochondrial cybrid cell lines, we examined the relationship between heteroplasmy for the mitochondrial DNA (mtDNA) 3243A>G mutation, the cell cytoskeleton, and resulting cellular mechanical properties. We found that cells with increasing mitochondrial dysfunction markedly differed from one another in gene expression and protein production of various co-regulated cytoskeletal elements. The intracellular positioning and organization of actin also differed across cell lines. To explore the relationship between these changes and cell mechanics, we then measured cellular mechanical properties using atomic force microscopy and found that cell stiffness correlated with gene expression data for known determinants of cell mechanics, γ-actin, α-actinin and filamin A. This work points towards a mechanism linking mitochondrial genetics to single-cell mechanical properties. The transcriptional and structural regulation of cytoskeletal components by mitochondrial function may explain why energetic and mechanical alterations often coexist in clinical conditions.
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Affiliation(s)
- Judith Kandel
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Martin Picard
- Center for Mitochondrial and Epigenomic Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA 19104, USA.,Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Douglas C Wallace
- Center for Mitochondrial and Epigenomic Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA 19104, USA.,Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - David M Eckmann
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA .,Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.,Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
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19
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Jang DH, Khatri UG, Shortal BP, Kelly M, Hardy K, Lambert DS, Eckmann DM. Alterations in mitochondrial respiration and reactive oxygen species in patients poisoned with carbon monoxide treated with hyperbaric oxygen. Intensive Care Med Exp 2018; 6:4. [PMID: 29383459 PMCID: PMC5790762 DOI: 10.1186/s40635-018-0169-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [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: 09/05/2017] [Accepted: 01/10/2018] [Indexed: 12/03/2022] Open
Abstract
Background Carbon monoxide (CO) poisoning is the leading cause of poisoning mortality and morbidity in the USA. Carboxyhemoglobin (COHb) levels are not predictive of severity or prognosis. At this time, the measurement of mitochondrial respiration may serve as a biomarker in CO poisoning. The primary objective of this study was to assess changes in mitochondrial function consisting of respiration and generation of reactive oxygen species (ROS) in peripheral blood mononuclear cells (PBMCs) obtained from patients with CO poisoning. Methods PBMCs from patients having confirmed CO exposure treated with hyperbaric oxygen or HBO (CO group) and healthy controls (control group) were analyzed with high-resolution respirometry. PBMCs were placed in a 2-ml chamber at a final concentration of 3–4 × 106 cells/ml to simultaneously obtain both respiration and hydrogen peroxide (H2O2) production. In the CO group, we performed measurements before and after patients underwent their first HBO treatment. Results We enrolled a total of 17 subjects, including 7 subjects with confirmed CO poisoning and 10 subjects in the control group. The CO group included five (71.4%) men and two (28.6%) women having a median COHb of 28%. There was a significant decrease in respiration as measured in pmol O2 × s− 1 × 10− 6 PBMCs in the CO group (pre-HBO) when compared to the control group: maximal respiration (18.4 ± 2.4 versus 35.4 ± 2.8, P < 0.001); uncoupled Complex I respiration (19.8 ± 1.8 versus 41.1 ± 3.8, P < 0.001); uncoupled Complex I + II respiration (32.3 ± 3.2 versus 58.3 ± 3.1, P < 0.001); Complex IV respiration (43.5 ± 2.9 versus 63.6 ± 6.31, P < 0.05). There were also similar differences measured in the CO group before and after HBO treatment with an overall increase in respiration present after treatment. We also determined the rate of H2O2 production simultaneously with the measurement of respiration. There was an overall significant increase in the H2O2 production in the CO group after HBO treatment when compared to prior HBO treatment and the control group. Conclusions In this study, PBMCs obtained from subjects with CO poisoning have an overall decrease in respiration (similar H2O2 production) when compared to controls. The inhibition of Complex IV respiration is from CO binding leading to a downstream decrease in respiration at other complexes. PBMCs obtained from CO-poisoned individuals immediately following initial HBO therapy displayed an overall increase in both respiration and H2O2 production. The study findings demonstrate that treatment with HBO resulted in improved cellular respiration but a higher H2O2 production. It is unclear if the increased production of H2O2 in HBO treatment is detrimental.
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Affiliation(s)
- David H Jang
- Department of Emergency Medicine, Division of Medical Toxicology and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, John Morgan Building, 3620 Hamilton Walk, Philadelphia, 19104, PA, USA.
| | - Utsha G Khatri
- Department of Emergency Medicine, Division of Medical Toxicology and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, John Morgan Building, 3620 Hamilton Walk, Philadelphia, 19104, PA, USA
| | - Brenna P Shortal
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, PA, USA
| | - Matthew Kelly
- Department of Emergency Medicine, Division of Medical Toxicology and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, John Morgan Building, 3620 Hamilton Walk, Philadelphia, 19104, PA, USA.,Department of Emergency Medicine, Division of Hyperbaric and Undersea Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Kevin Hardy
- Department of Emergency Medicine, Division of Medical Toxicology and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, John Morgan Building, 3620 Hamilton Walk, Philadelphia, 19104, PA, USA.,Department of Emergency Medicine, Division of Hyperbaric and Undersea Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - David S Lambert
- Department of Emergency Medicine, Division of Medical Toxicology and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, John Morgan Building, 3620 Hamilton Walk, Philadelphia, 19104, PA, USA.,Department of Emergency Medicine, Division of Hyperbaric and Undersea Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, 19104, PA, USA.,Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, 19104, PA, USA.,Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, USA.,Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, USA.,Cardiovascular Institute, University of Pennsylvania, Philadelphia, USA
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20
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Ramakrishnan N, Sreeja KK, Roychoudhury A, Eckmann DM, Ayyaswamy PS, Baumgart T, Pucadyil T, Patil S, Weaver VM, Radhakrishnan R. Excess area dependent scaling behavior of nano-sized membrane tethers. Phys Biol 2018; 15:026002. [PMID: 29116056 DOI: 10.1088/1478-3975/aa9905] [Citation(s) in RCA: 13] [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: 01/21/2023]
Abstract
Thermal fluctuations in cell membranes manifest as an excess area ([Formula: see text]) which governs a multitude of physical process at the sub-micron scale. We present a theoretical framework, based on an in silico tether pulling method, which may be used to reliably estimate [Formula: see text] in live cells. We perform our simulations in two different thermodynamic ensembles: (i) the constant projected area and (ii) the constant frame tension ensembles and show the equivalence of our results in the two. The tether forces estimated from our simulations compare well with our experimental measurements for tethers extracted from ruptured GUVs and HeLa cells. We demonstrate the significance and validity of our method by showing that all our calculations performed in the initial tether formation regime (i.e. when the length of the tether is comparable to its radius) along with experiments of tether extraction in 15 different cell types collapse onto two unified scaling relationships mapping tether force, tether radius, bending stiffness κ, and membrane tension σ. We show that [Formula: see text] is an important determinant of the radius of the extracted tether, which is equal to the characteristic length [Formula: see text] for [Formula: see text], and is equal to [Formula: see text] for [Formula: see text]. We also find that the estimated excess area follows a linear scaling behavior that only depends on the true value of [Formula: see text] for the membrane, based on which we propose a self-consistent technique to estimate the range of excess membrane areas in a cell.
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Affiliation(s)
- N Ramakrishnan
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104, United States of America
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21
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Jang DH, Greenwood JC, Owiredu S, Ranganathan A, Eckmann DM. Mitochondrial networking in human blood cells with application in acute care illnesses. Mitochondrion 2017; 44:27-34. [PMID: 29275149 DOI: 10.1016/j.mito.2017.12.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [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: 08/04/2017] [Revised: 10/31/2017] [Accepted: 12/20/2017] [Indexed: 12/29/2022]
Abstract
Mitochondria are dynamic organelles that adapt in response to environmental stresses or mutations. Dynamic processes involving mitochondria include their locomotion within cells and fusion and fission events in which mitochondrial join together or split apart. Various imaging strategies have been utilized to track mitochondrial dynamics. One common limitation of most of the methods available is that the time required to perform the technique and analyze the results prohibits application to clinical diagnosis and therapy. We recently demonstrated "whole-cell" mitochondrial analysis in a two-dimensional fashion with fluorescence microscopy. Our developed technique allows evaluation of whole-cell mitochondrial networking, including assessment of mitochondrial motility and rates of fission and fusion events using human blood cells (peripheral blood mononuclear cells (PBMCs)) on a clinically relevant timescale. We demonstrate this methodology in a cohort of healthy subjects as well as a cohort of hospitalized subjects having sepsis, an acute care illness. As there is increasing use of human blood cells as a proxy of organ mitochondrial function with respiration in various disease states, the addition of mitochondrial dynamics will now allow for more thorough clinical evaluation of mitochondrial networking in human disease with potential exploration of therapeutics.
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Affiliation(s)
- David H Jang
- Department of Emergency Medicine, Perelman School of Medicine, Penn Acute Research Collaboration (PARC), University of Pennsylvania, Philadelphia, PA 19104, United States.
| | - John C Greenwood
- Department of Emergency Medicine, Perelman School of Medicine, Penn Acute Research Collaboration (PARC), University of Pennsylvania, Philadelphia, PA 19104, United States; Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Shawn Owiredu
- Department of Emergency Medicine, Perelman School of Medicine, Penn Acute Research Collaboration (PARC), University of Pennsylvania, Philadelphia, PA 19104, United States
| | - Abhay Ranganathan
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, United States; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States
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Jang DH, Seeger SC, Grady ME, Shofer FS, Eckmann DM. Mitochondrial dynamics and respiration within cells with increased open pore cytoskeletal meshes. Biol Open 2017; 6:1831-1839. [PMID: 29109116 PMCID: PMC5769657 DOI: 10.1242/bio.029009] [Citation(s) in RCA: 10] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
The cytoskeletal architecture directly affects the morphology, motility, and tensional homeostasis of the cell. In addition, the cytoskeleton is important for mitosis, intracellular traffic, organelle motility, and even cellular respiration. The organelle responsible for a majority of the energy conversion for the cell, the mitochondrion, has a dependence on the cytoskeleton for mobility and function. In previous studies, we established that cytoskeletal inhibitors altered the movement of the mitochondria, their morphology, and their respiration in human dermal fibroblasts. Here, we use this protocol to investigate applicability of power law diffusion to describe mitochondrial locomotion, assessment of rates of fission and fusion in healthy and diseased cells, and differences in mitochondria locomotion in more open networks either in response to cytoskeletal destabilizers or by cell line. We found that mitochondria within fibrosarcoma cells and within fibroblast cells treated with an actin-destabilizing toxin resulted in increased net travel, increased average velocity, and increased diffusion of mitochondria when compared to control fibroblasts. Although the mitochondria within the fibrosarcoma travel further than mitochondria within their healthy counterparts, fibroblasts, the dependence on mitochondria for respiration is much lower with higher rates ofhydrogen peroxide production and was confirmed using the OROBOROS O2K. We also found that rates of fission and fusion of the mitochondria equilibrate despite significant alteration of the cytoskeleton. Rates ranged from 15% to 25%, where the highest rates were observed within the fibrosarcoma cell line. This result is interesting because the fibrosarcoma cell line does not have increased respiration metrics including when compared to fibroblast. Mitochondria travel further, faster, and have an increase in percent mitochondria splitting or joining while not dependent on the mitochondria for a majority of its energy production. This study illustrates the complex interaction between mitochondrial movement and respiration through the disruption of the cytoskeleton. Summary: We assessed the effect of cytoskeletal inhibitors and the use of a calcium ionophore as an additional stressor on mitochondrial motility and bioenergetic function in fibroblasts and fibrosarcoma cells.
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Affiliation(s)
- David H Jang
- Department of Emergency Medicine, Division of Medical Toxicology and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, John Morgan Building Room 12, Philadelphia, PA 19104, USA
| | - Sarah C Seeger
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Martha E Grady
- Department of Mechanical Engineering, University of Kentucky, 151 RGAN Building, Lexington, KY 40506, USA
| | - Frances S Shofer
- Department of Emergency Medicine, Division of Medical Toxicology and Critical Care Medicine, Perelman School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, John Morgan Building Room 12, Philadelphia, PA 19104, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, John Morgan Building Room 27B, Philadelphia, PA 19104, USA .,Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
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23
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Abstract
An abundance of research suggests that cellular mitochondrial and cytoskeletal disruption are related, but few studies have directly investigated causative connections between the two. We previously demonstrated that inhibiting microtubule and microfilament polymerization affects mitochondrial motility on the whole-cell level in fibroblasts. Since mitochondrial motility can be indicative of mitochondrial function, we now further characterize the effects of these cytoskeletal inhibitors on mitochondrial potential, morphology and respiration. We found that although they did not reduce mitochondrial inner membrane potential, cytoskeletal toxins induced significant decreases in basal mitochondrial respiration. In some cases, basal respiration was only affected after cells were pretreated with the calcium ionophore A23187 in order to stress mitochondrial function. In most cases, mitochondrial morphology remained unaffected, but extreme microfilament depolymerization or combined intermediate doses of microtubule and microfilament toxins resulted in decreased mitochondrial lengths. Interestingly, these two particular exposures did not affect mitochondrial respiration in cells not sensitized with A23187, indicating an interplay between mitochondrial morphology and respiration. In all cases, inducing maximal respiration diminished differences between control and experimental groups, suggesting that reduced basal respiration originates as a largely elective rather than pathological symptom of cytoskeletal impairment. However, viability experiments suggest that even this type of respiration decrease may be associated with cell death.
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Affiliation(s)
- Judith Kandel
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Alessia A Angelin
- Center for Mitochondrial and Epigenomic Medicine, Children's Hospital of Philadelphia, USA
| | - Douglas C Wallace
- Center for Mitochondrial and Epigenomic Medicine, Children's Hospital of Philadelphia, USA and Department of Pathology and Laboratory Medicine, Philadelphia, PA 19104, USA
| | - David M Eckmann
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA and Department of Anesthesiology and Critical Care, Perelman School of Medicine, 27B John Morgan Building, 3620 Hamilton Walk, Philadelphia, PA 19104, USA. and Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
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Yu HY, Jabeen Z, Eckmann DM, Ayyaswamy PS, Radhakrishnan R. Microstructure of Flow-Driven Suspension of Hardspheres in Cylindrical Confinement: A Dynamical Density Functional Theory and Monte Carlo Study. Langmuir 2017; 33:11332-11344. [PMID: 28810736 PMCID: PMC5654712 DOI: 10.1021/acs.langmuir.7b01860] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [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
We have studied the microstructure of a flow-driven hardsphere suspension inside a cylinder using dynamical density functional theory and Monte Carlo simulations. In order to be representative of various physical conditions that may prevail in experiments, we investigate the problem using both the grand canonical (μVT) ensemble and the canonical (NVT) ensemble. In both ensembles, the hydrodynamic effect on the suspension mediated by the presence of the confining wall is implemented in a mean-field fashion by incorporating the thermodynamic work done by the inertial lift force on the particle given the average flow field. The predicted particle distribution in the μVT ensemble displays strong structural ordering at increasing flow rates due to the correspondingly higher particle concentrations inside the cylinder. In the NVT ensemble, for dilute suspensions we observe a peak in the distribution of density at a location similar to that of the Segré-Silberberg annulus, while for dense suspensions the competing effects of the inertial lift and the hardsphere interaction lead to the formation of several annuli.
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Affiliation(s)
- Hsiu-Yu Yu
- Department of Chemical Engineering, National Taiwan University , Taipei 10617, Taiwan
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25
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Ranganathan A, Campo J, Myerson J, Shuvaev V, Zern B, Muzykantov V, Eckmann DM. Fluorescence Microscopy Imaging Calibration for Quantifying Nanocarrier Binding to Cells During Shear Flow Exposure. J Biomed Nanotechnol 2017; 13:737-745. [PMID: 29104516 PMCID: PMC5665578 DOI: 10.1166/jbn.2017.2392] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [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: 12/20/2022]
Abstract
Targeted drug delivery is a fast growing industry in healthcare and technologies are being developed for applications utilizing nanocarriers as vehicles for drug transport. As the size scale of these particles becomes further reduced, advanced fluorescence microscopy and image analysis techniques become increasingly important for facilitating our understanding of nanocarrier binding and avidity, thereby establishing the basis for nanocarrier design optimization. While there is a significant body of published work using nanocarriers in vitro and in vivo, the advent of smaller particles that have typically been studied (~500 nm) limits the ability to attain quantitative measurements of nanocarrier binding dynamics since image acquisition and analysis methods are restricted by microscopy pixel size. This work demonstrates the use of a novel calibration technique based on radioisotope counting and fluorescence imaging for enabling quantitative determination of nanocarrier binding dynamics. The technique is then applied to assess the temporal profile of endothelial cell binding of two antibody targeted nanocarrier types in the presence of fluid shear stress. Results are provided for binding of nanoparticles smaller than a microscopy image pixel.
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Affiliation(s)
- Abhay Ranganathan
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jessica Campo
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Jacob Myerson
- Department of Pharmacology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Vladimir Shuvaev
- Department of Pharmacology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Blaine Zern
- Department of Pharmacology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Vladimir Muzykantov
- Department of Pharmacology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - David M. Eckmann
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104, USA
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26
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Lee HS, Myers C, Zaidel L, Nalam PC, Caporizzo MA, A Daep C, Eckmann DM, Masters JG, Composto RJ. Competitive Adsorption of Polyelectrolytes onto and into Pellicle-Coated Hydroxyapatite Investigated by QCM-D and Force Spectroscopy. ACS Appl Mater Interfaces 2017; 9:13079-13091. [PMID: 28332813 DOI: 10.1021/acsami.7b02774] [Citation(s) in RCA: 12] [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] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
A current effort in preventive dentistry is to inhibit surface attachment of bacteria using antibacterial polymer coatings on the tooth surface. For the antibacterial coatings, the physisorption of anionic and cationic polymers directly onto hydroxyapatite (HA) and saliva-treated HA surfaces was studied using quartz crystal microbalance, force spectroscopy, and atomic force microscopy. First, single species adsorption is shown to be stronger on HA surfaces than on silicon oxide surfaces for all polymers (i.e., Gantrez, sodium hyaluronate (NaHa), and poly(allylamine-co-allylguanidinium) (PAA-G75)). It is observed through pH dependence of Gantrez, NaHa, and PAA-G75 adsorption on HA surfaces that anionic polymers swell at high pH and collapse at low pH, whereas cationic polymers behave in the opposite fashion. Thicknesses of Gantrez, NaHa, and PAA-G75 are 52 nm (46 nm), 35 nm (11 nm), and 6 nm (54 nm) at pH 7 (3.5), respectively. Second, absorption of charged polymer is followed by absorption of the oppositely charged polymer. Upon exposure of the anionic polymer layers, Gantrez and NaHa, to the cationic polymer, PAA-G75, films collapse from 52 to 8 nm and 35 to 11 nm, respectively. This decrease in film thickness is attributed to the electrostatic cross-linking between anionic and cationic polymers. Third, for HA surfaces pretreated with artificial saliva (AS), the total thickness decreases from 25 to 16 nm upon exposure to PAA-G75. Force spectroscopy is used to further investigate the PAA-G75/AS coating. The results show that the interaction between a negatively charged colloidal bead and the AS surface is strongly repulsive, whereas PAA-G75/AS is attractive but varies across the surface. Additionally, AFM studies show that AS/HA is smooth with a RMS roughness of 1.7 nm, and PAA-G75-treated AS/HA is rough (RMS roughness of 5.4 nm) with patches of polymer distributed across the surface with an underlying coating. The high roughness of PAA-G75 treated AS/HA is attributed to the strong adsorption of the relatively small PAA-G75 onto the heterogeneously distributed negatively charged AS surface. In addition, uptake of PAA-G75 by pellicle layer (saliva-treated HA surface) is observed, and the adsorbed amount of PAA-G75 on/into pellicle layer is ∼2 times more than that on/into AS layer. These studies show that polymer adsorption onto HA and saliva-coated HA depends strongly on the polymer type and size and that there is an electrostatic interaction between polymer and saliva and/or oppositely charged polymers that stabilizes the coatings on HA. Lastly, assessing the viability of the adherent bacteria collected from the PAA-G75-coated surfaces showed a significant reduction (∼93%) in bacterial viability when compared to bacteria collected from untreated and Gantrez-coated HA. These results suggest the potential antimicrobial activity of PAA-G75.
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Affiliation(s)
| | - Carl Myers
- Colgate-Palmolive Company, Piscataway, New Jersey 08855, United States
| | - Lynette Zaidel
- Colgate-Palmolive Company, Piscataway, New Jersey 08855, United States
| | | | | | - Carlo A Daep
- Colgate-Palmolive Company, Piscataway, New Jersey 08855, United States
| | | | - James G Masters
- Colgate-Palmolive Company, Piscataway, New Jersey 08855, United States
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27
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Nalam PC, Lee HS, Bhatt N, Carpick RW, Eckmann DM, Composto RJ. Nanomechanics of pH-Responsive, Drug-Loaded, Bilayered Polymer Grafts. ACS Appl Mater Interfaces 2017; 9:12936-12948. [PMID: 28221026 DOI: 10.1021/acsami.6b14116] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Stimuli-responsive polymer films play an important role in the development of smart antibacterial coatings. In this study, we consider complementary architectures of polyelectrolyte films, including a thin chitosan layer (CH), poly(acrylic acid) (PAA) brushes, and a bilayer structure of CH grafted to PAA brushes (CH/PAA) as possible candidates for targeted drug delivery platforms. Atomic force microscopy (AFM) was employed to study the structure-mechanical property relationship for these mono- and bi-layered polymer grafts at pH 7.4 and 4.0, corresponding to physiological and biofilm formation conditions, respectively. Herein, the surface interactions between polymer grafts and the negatively charged silica colloid attached to an AFM lever are considered as representative interactions between the antibacterial coating and a bacteria/biofilm. The bilayered structure of CH/PAA showed significantly reduced adhesive interactions in comparison to pure CH but slightly higher interactions in comparison to PAA films. Among PAA and CH/PAA films, upon grafting CH over the PAA brushes, the normal stiffness increased by 10-fold at pH 7.4 and 20-fold at pH 4.0. Notably, the study also showed that the addition of an antibiotic drug such as multicationic Tobramycin (TOB) impacts the mechanical properties of the antibacterial coatings. Competition between TOB and water molecules for the PAA chains is shown to determine the structural properties of PAA and CH/PAA films loaded with TOB. At high pH (7.4), the TOB molecules, which remain multicationic, strongly interact with polyanionic PAA, thereby reducing the film's compressibility. On the contrary, at low pH (4.0), the water molecules preferentially interact with TOB in comparison to uncharged PAA chains and, upon TOB release, results in a stronger film collapse together with an increase in adhesive interactions between the probe, the surface, and the elastic modulus of the film. The bacterial proliferation on these platforms when compared to the measured mechanical properties shows a direct correlation; hence, understanding nanomechanical properties can provide insights into designing new antibacterial polymer coatings.
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Affiliation(s)
| | | | - Nupur Bhatt
- Department of Molecular Biology and Genetics, Cornell University , Ithaca, New York 14853-2703, United States
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28
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Grady ME, Parrish E, Caporizzo MA, Seeger SC, Composto RJ, Eckmann DM. Intracellular nanoparticle dynamics affected by cytoskeletal integrity. Soft Matter 2017; 13:1873-1880. [PMID: 28177340 PMCID: PMC5333122 DOI: 10.1039/c6sm02464e] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The cell interior is a crowded chemical space, which limits the diffusion of molecules and organelles within the cytoplasm, affecting the rates of chemical reactions. We provide insight into the relationship between non-specific intracellular diffusion and cytoskeletal integrity. Quantum dots entered the cell through microinjection and their spatial coordinates were captured by tracking their fluorescence signature as they diffused within the cell cytoplasm. Particle tracking revealed significant enhancement in the mobility of biocompatible quantum dots within fibrosarcoma cells versus their healthy counterparts, fibroblasts, as well as in actin destabilized fibroblasts versus untreated fibroblasts. Analyzing the displacement distributions provided insight into how the heterogeneity of the cell cytoskeleton influences intracellular particle diffusion. We demonstrate that intracellular diffusion of non-specific nanoparticles is enhanced by disrupting the actin network, which has implications for drug delivery efficacy and trafficking.
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Affiliation(s)
- Martha E Grady
- Department of Anesthesiology and Critical Care, School of Medicine, University of Pennsylvania, USA. and Department of Materials Science and Engineering, School of Engineering and Applied Science, University of Pennsylvania, USA
| | - Emmabeth Parrish
- Department of Materials Science and Engineering, School of Engineering and Applied Science, University of Pennsylvania, USA
| | - Matthew A Caporizzo
- Department of Materials Science and Engineering, School of Engineering and Applied Science, University of Pennsylvania, USA
| | - Sarah C Seeger
- Department of Anesthesiology and Critical Care, School of Medicine, University of Pennsylvania, USA. and Department of Materials Science and Engineering, School of Engineering and Applied Science, University of Pennsylvania, USA
| | - Russell J Composto
- Department of Materials Science and Engineering, School of Engineering and Applied Science, University of Pennsylvania, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, School of Medicine, University of Pennsylvania, USA.
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Barel O, Malicdan MCV, Ben-Zeev B, Kandel J, Pri-Chen H, Stephen J, Castro IG, Metz J, Atawa O, Moshkovitz S, Ganelin E, Barshack I, Polak-Charcon S, Nass D, Marek-Yagel D, Amariglio N, Shalva N, Vilboux T, Ferreira C, Pode-Shakked B, Heimer G, Hoffmann C, Yardeni T, Nissenkorn A, Avivi C, Eyal E, Kol N, Glick Saar E, Wallace DC, Gahl WA, Rechavi G, Schrader M, Eckmann DM, Anikster Y. Deleterious variants in TRAK1 disrupt mitochondrial movement and cause fatal encephalopathy. Brain 2017; 140:568-581. [PMID: 28364549 PMCID: PMC6075218 DOI: 10.1093/brain/awx002] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [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: 09/12/2016] [Revised: 11/22/2016] [Accepted: 12/05/2016] [Indexed: 01/12/2023] Open
Abstract
Cellular distribution and dynamics of mitochondria are regulated by several motor proteins and a microtubule network. In neurons, mitochondrial trafficking is crucial because of high energy needs and calcium ion buffering along axons to synapses during neurotransmission. The trafficking kinesin proteins (TRAKs) are well characterized for their role in lysosomal and mitochondrial trafficking in cells, especially neurons. Using whole exome sequencing, we identified homozygous truncating variants in TRAK1 (NM_001042646:c.287-2A > C), in six lethal encephalopathic patients from three unrelated families. The pathogenic variant results in aberrant splicing and significantly reduced gene expression at the RNA and protein levels. In comparison with normal cells, TRAK1-deficient fibroblasts showed irregular mitochondrial distribution, altered mitochondrial motility, reduced mitochondrial membrane potential, and diminished mitochondrial respiration. This study confirms the role of TRAK1 in mitochondrial dynamics and constitutes the first report of this gene in association with a severe neurodevelopmental disorder.
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Affiliation(s)
- Ortal Barel
- Sheba Cancer Research Center, Sheba Medical Center, Tel-Hashomer, Israel
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
| | - May Christine V Malicdan
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
- NIH Undiagnosed Diseases Program, NHGRI, National Institutes of Health, Bethesda, Maryland, USA
| | - Bruria Ben-Zeev
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Pediatric Neurology Unit, Edmond and Lily Safra Children’s Hospital, Sheba Medical Center, Tel-Hashomer, Israel
| | - Judith Kandel
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Hadass Pri-Chen
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Joshi Stephen
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
| | - Inês G Castro
- Department of Biosciences, College of Life and Environmental Sciences, University of Exeter, Exeter, UK
| | - Jeremy Metz
- Department of Biosciences, College of Life and Environmental Sciences, University of Exeter, Exeter, UK
| | - Osama Atawa
- Palestenian Red Crescent Society Hospital, Department of Pediatrics, Hebron City, Palestine
| | - Sharon Moshkovitz
- Sheba Cancer Research Center, Sheba Medical Center, Tel-Hashomer, Israel
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
| | - Esther Ganelin
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Pediatric Neurology Unit, Edmond and Lily Safra Children’s Hospital, Sheba Medical Center, Tel-Hashomer, Israel
| | - Iris Barshack
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Department of Pathology, Sheba Medical Center, Tel-Hashomer, Israel
| | - Sylvie Polak-Charcon
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Department of Pathology, Sheba Medical Center, Tel-Hashomer, Israel
| | - Dvora Nass
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Department of Pathology, Sheba Medical Center, Tel-Hashomer, Israel
| | - Dina Marek-Yagel
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Metabolic Disease Unit, Edmond and Lily Safra Children’s Hospital, Sheba Medical Center, Tel-Hashomer, Israel
| | - Ninette Amariglio
- Sheba Cancer Research Center, Sheba Medical Center, Tel-Hashomer, Israel
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
| | - Nechama Shalva
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Metabolic Disease Unit, Edmond and Lily Safra Children’s Hospital, Sheba Medical Center, Tel-Hashomer, Israel
| | - Thierry Vilboux
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
- Inova Translational Medicine Institute, Inova Health System, Falls Church, Virginia, USA
| | - Carlos Ferreira
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
- Division of Genetics and Metabolism, Children’s National Health System, Washington DC, USA
| | - Ben Pode-Shakked
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Metabolic Disease Unit, Edmond and Lily Safra Children’s Hospital, Sheba Medical Center, Tel-Hashomer, Israel
- The Dr. Pinchas Borenstein Talpiot Medical Leadership Program, Sheba Medical Center, Tel-Hashomer, Israel
| | - Gali Heimer
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Pediatric Neurology Unit, Edmond and Lily Safra Children’s Hospital, Sheba Medical Center, Tel-Hashomer, Israel
- The Dr. Pinchas Borenstein Talpiot Medical Leadership Program, Sheba Medical Center, Tel-Hashomer, Israel
| | - Chen Hoffmann
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Department of Radiology, Sheba Medical Center, Tel-Hashomer, Israel
| | - Tal Yardeni
- Center for Mitochondrial and Epigenomic Medicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Andreea Nissenkorn
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Service for Rare Disorders, Pediatric Neurology Unit, Edmond and Lily Safra Children’s Hospital, Sheba Medical Center, Tel-Hashomer, Israel
| | - Camila Avivi
- Department of Pathology, Sheba Medical Center, Tel-Hashomer, Israel
| | - Eran Eyal
- Sheba Cancer Research Center, Sheba Medical Center, Tel-Hashomer, Israel
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
| | - Nitzan Kol
- Sheba Cancer Research Center, Sheba Medical Center, Tel-Hashomer, Israel
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
| | - Efrat Glick Saar
- Sheba Cancer Research Center, Sheba Medical Center, Tel-Hashomer, Israel
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
| | - Douglas C Wallace
- Center for Mitochondrial and Epigenomic Medicine, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - William A Gahl
- Medical Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
- NIH Undiagnosed Diseases Program, NHGRI, National Institutes of Health, Bethesda, Maryland, USA
| | - Gideon Rechavi
- Sheba Cancer Research Center, Sheba Medical Center, Tel-Hashomer, Israel
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Michael Schrader
- Department of Biosciences, College of Life and Environmental Sciences, University of Exeter, Exeter, UK
| | - David M Eckmann
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Yair Anikster
- The Wohl Institute for Translational Medicine, Sheba Medical Center, Tel-Hashomer, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Metabolic Disease Unit, Edmond and Lily Safra Children’s Hospital, Sheba Medical Center, Tel-Hashomer, Israel
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30
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Radhakrishnan R, Yu HY, Eckmann DM, Ayyaswamy PS. Computational Models for Nanoscale Fluid Dynamics and Transport Inspired by Nonequilibrium Thermodynamics. J Heat Transfer 2017; 139:0330011-330019. [PMID: 28035168 PMCID: PMC5125320 DOI: 10.1115/1.4035006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Revised: 08/26/2016] [Indexed: 05/12/2023]
Abstract
Traditionally, the numerical computation of particle motion in a fluid is resolved through computational fluid dynamics (CFD). However, resolving the motion of nanoparticles poses additional challenges due to the coupling between the Brownian and hydrodynamic forces. Here, we focus on the Brownian motion of a nanoparticle coupled to adhesive interactions and confining-wall-mediated hydrodynamic interactions. We discuss several techniques that are founded on the basis of combining CFD methods with the theory of nonequilibrium statistical mechanics in order to simultaneously conserve thermal equipartition and to show correct hydrodynamic correlations. These include the fluctuating hydrodynamics (FHD) method, the generalized Langevin method, the hybrid method, and the deterministic method. Through the examples discussed, we also show a top-down multiscale progression of temporal dynamics from the colloidal scales to the molecular scales, and the associated fluctuations, hydrodynamic correlations. While the motivation and the examples discussed here pertain to nanoscale fluid dynamics and mass transport, the methodologies presented are rather general and can be easily adopted to applications in convective heat transfer.
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Affiliation(s)
- Ravi Radhakrishnan
- Department of Chemical and Biomolecular Engineering; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 e-mail:
| | - Hsiu-Yu Yu
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA 19104 e-mail:
| | - David M Eckmann
- Department of Anesthesialogy and Critical Care; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104 e-mail:
| | - Portonovo S Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA 19104 e-mail:
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Jang DH, Kelly M, Hardy K, Lambert DS, Shofer FS, Eckmann DM. A preliminary study in the alterations of mitochondrial respiration in patients with carbon monoxide poisoning measured in blood cells. Clin Toxicol (Phila) 2017; 55:579-584. [PMID: 28489460 DOI: 10.1080/15563650.2017.1288912] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [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: 12/20/2022]
Abstract
OBJECTIVES Carbon monoxide (CO) is a colorless and odorless gas responsible for poisoning mortality and morbidity in the United States. At this time, there is no reliable method to predict the severity of poisoning or clinical prognosis following CO exposure. Whole blood cells, such as peripheral blood mononuclear cells (PBMCs) and platelets, have been explored for their potential use to act as sensitive biomarkers for mitochondrial dysfunction which may have a role in CO poisoning. DESIGN The objective of this study was to measure mitochondrial respiration using intact cells obtained from patients exposed to CO as a potential biomarker for mitochondrial inhibition with results that can be obtained in a time frame useful for guiding clinical care. This was a prospective, observational pilot study performed from July 2015 to July 2016 at a single academic tertiary care center that is the location of the region's only multi chamber hyperbaric. MEASUREMENTS Clinical characteristics, patient demographics, mitochondrial respiration and outcomes were recorded. MAIN RESULTS There were 7 patients enrolled with a mean COHb level 26.8 ± 10 and with a mean lactate of 1.1 ± 0.4 mmol/L. All 7 CO exposures were related to heat generators used during winter months with two deaths. There was a positive correlation between maximal respiration and COHb levels with both high maximal respiration and high spare respiratory capacity correlating with a high COHb level. There was a subset of PBMCs (n = 4) that were analyzed for Complex IV (cytochrome c oxidase) activity. CONCLUSIONS In this pilot study, measurements can be performed in an appropriate timeline for clinical care with potential to serve as a prognostic marker. Further work is necessary to develop high-resolution respirometry as a clinical tool for assessing the severity of illness and guiding therapy.
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Affiliation(s)
- David H Jang
- a Division of Medical Toxicology and Critical Care Medicine, Department of Emergency Medicine , Perelman School of Medicine, University of Pennsylvania , Philadelphia , PA , USA
| | - Matthew Kelly
- b Division of Undersea and Hyperbaric Medicine, Department of Emergency Medicine , Perelman School of Medicine, University of Pennsylvania , Philadelphia , PA , USA
| | - Kevin Hardy
- b Division of Undersea and Hyperbaric Medicine, Department of Emergency Medicine , Perelman School of Medicine, University of Pennsylvania , Philadelphia , PA , USA
| | - David S Lambert
- b Division of Undersea and Hyperbaric Medicine, Department of Emergency Medicine , Perelman School of Medicine, University of Pennsylvania , Philadelphia , PA , USA
| | - Frances S Shofer
- c Department of Emergency Medicine , Perelman School of Medicine, University of Pennsylvania , Philadelphia , PA , USA
| | - David M Eckmann
- d Department of Anesthesiology and Critical Care, Institute for Medicine and Engineering , Cardiovascular Institute , Philadelphia , PA , USA.,e Department of Bioengineering , Institute for Translational Medicine and Therapeutics, University of Pennsylvania , Philadelphia , PA , USA
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Jang DH, Greenwood JC, Spyres MB, Eckmann DM. Measurement of Mitochondrial Respiration and Motility in Acute Care: Sepsis, Trauma, and Poisoning. J Intensive Care Med 2017; 32:86-94. [PMID: 27443317 PMCID: PMC6902634 DOI: 10.1177/0885066616658449] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [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: 04/06/2016] [Revised: 06/09/2016] [Accepted: 06/16/2016] [Indexed: 12/21/2022]
Abstract
Metabolic biomarkers have potentially wider use in disease diagnosis and prognosis as well as in monitoring disease response to treatment. While biomarkers such as interleukins, microRNA, and lactate have been proposed for disease surveillance, there are still conflicting results regarding their clinical utility. Treatment of commonly encountered disease of acute care such as sepsis, trauma, and poisoning often relies on clinical diagnosis and therapy guided by use of surrogate markers of illness severity. The measurement of mitochondrial function, including respiration and motility, may offer superior alternatives to such markers. Assessing mitochondrial function in a clinical context has the potential to impact the area of acute care in terms of diagnosis, prognosis, and treatment. The study of mitochondrial bioenergetics has become critical in understanding the pathophysiology and treatment of complex diseases such as diabetes and cardiovascular disorders.
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Affiliation(s)
- David H Jang
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - John C Greenwood
- Department of Emergency Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Meghan B Spyres
- Department of Emergency Medicine, Section of Medical Toxicology, University of Southern California, Los Angeles, CA, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA, USA
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33
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Grady ME, Composto RJ, Eckmann DM. Cytoskeletal Perturbing Drugs and Their Effect on Cell Elasticity. Mechanics of Biological Systems and Materials, Volume 6 2017. [DOI: 10.1007/978-3-319-41351-8_24] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Yu HY, Eckmann DM, Ayyaswamy PS, Radhakrishnan R. Effect of wall-mediated hydrodynamic fluctuations on the kinetics of a Brownian nanoparticle. Proc Math Phys Eng Sci 2016; 472:20160397. [PMID: 28119544 DOI: 10.1098/rspa.2016.0397] [Citation(s) in RCA: 4] [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] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The reactive flux formalism (Chandler 1978 J. Chem. Phys.68, 2959-2970. (doi:10.1063/1.436049)) and the subsequent development of methods such as transition path sampling have laid the foundation for explicitly quantifying the rate process in terms of microscopic simulations. However, explicit methods to account for how the hydrodynamic correlations impact the transient reaction rate are missing in the colloidal literature. We show that the composite generalized Langevin equation (Yu et al. 2015 Phys. Rev. E91, 052303. (doi:10.1103/PhysRevE.91.052303)) makes a significant step towards solving the coupled processes of molecular reactions and hydrodynamic relaxation by examining how the wall-mediated hydrodynamic memory impacts the two-stage temporal relaxation of the reaction rate for a nanoparticle transition between two bound states in the bulk, near-wall and lubrication regimes.
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Affiliation(s)
- Hsiu-Yu Yu
- Department of Chemical and Biomolecular Engineering , University of Pennsylvania , Philadelphia, PA 19104, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Portonovo S Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics , University of Pennsylvania , Philadelphia, PA 19104, USA
| | - Ravi Radhakrishnan
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
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35
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Clancy CE, An G, Cannon WR, Liu Y, May EE, Ortoleva P, Popel AS, Sluka JP, Su J, Vicini P, Zhou X, Eckmann DM. Multiscale Modeling in the Clinic: Drug Design and Development. Ann Biomed Eng 2016; 44:2591-610. [PMID: 26885640 PMCID: PMC4983472 DOI: 10.1007/s10439-016-1563-0] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [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: 11/02/2015] [Accepted: 02/02/2016] [Indexed: 01/30/2023]
Abstract
A wide range of length and time scales are relevant to pharmacology, especially in drug development, drug design and drug delivery. Therefore, multiscale computational modeling and simulation methods and paradigms that advance the linkage of phenomena occurring at these multiple scales have become increasingly important. Multiscale approaches present in silico opportunities to advance laboratory research to bedside clinical applications in pharmaceuticals research. This is achievable through the capability of modeling to reveal phenomena occurring across multiple spatial and temporal scales, which are not otherwise readily accessible to experimentation. The resultant models, when validated, are capable of making testable predictions to guide drug design and delivery. In this review we describe the goals, methods, and opportunities of multiscale modeling in drug design and development. We demonstrate the impact of multiple scales of modeling in this field. We indicate the common mathematical and computational techniques employed for multiscale modeling approaches used in pharmacometric and systems pharmacology models in drug development and present several examples illustrating the current state-of-the-art models for (1) excitable systems and applications in cardiac disease; (2) stem cell driven complex biosystems; (3) nanoparticle delivery, with applications to angiogenesis and cancer therapy; (4) host-pathogen interactions and their use in metabolic disorders, inflammation and sepsis; and (5) computer-aided design of nanomedical systems. We conclude with a focus on barriers to successful clinical translation of drug development, drug design and drug delivery multiscale models.
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Affiliation(s)
- Colleen E Clancy
- Department of Pharmacology, University of California, Davis, CA, USA.
| | - Gary An
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - William R Cannon
- Computational Biology Group, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Yaling Liu
- Department of Mechanical Engineering and Mechanics, Bioengineering Program, Lehigh University, Bethlehem, PA, USA
| | - Elebeoba E May
- Department of Biomedical Engineering, University of Houston, Houston, TX, USA
| | - Peter Ortoleva
- Department of Chemistry, Indiana University, Bloomington, IN, USA
| | - Aleksander S Popel
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - James P Sluka
- Biocomplexity Institute, Indiana University, Bloomington, IN, USA
| | - Jing Su
- Department of Radiology, Wake Forest University, Winston-Salem, NC, USA
| | - Paolo Vicini
- Clinical Pharmacology and DMPK, MedImmune, Cambridge, UK
| | - Xiaobo Zhou
- Department of Radiology, Wake Forest University, Winston-Salem, NC, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, USA.
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Ramakrishnan N, Tourdot RW, Eckmann DM, Ayyaswamy PS, Muzykantov VR, Radhakrishnan R. Biophysically inspired model for functionalized nanocarrier adhesion to cell surface: roles of protein expression and mechanical factors. R Soc Open Sci 2016; 3:160260. [PMID: 27429783 PMCID: PMC4929918 DOI: 10.1098/rsos.160260] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 05/24/2016] [Indexed: 05/11/2023]
Abstract
In order to achieve selective targeting of affinity-ligand coated nanoparticles to the target tissue, it is essential to understand the key mechanisms that govern their capture by the target cell. Next-generation pharmacokinetic (PK) models that systematically account for proteomic and mechanical factors can accelerate the design, validation and translation of targeted nanocarriers (NCs) in the clinic. Towards this objective, we have developed a computational model to delineate the roles played by target protein expression and mechanical factors of the target cell membrane in determining the avidity of functionalized NCs to live cells. Model results show quantitative agreement with in vivo experiments when specific and non-specific contributions to NC binding are taken into account. The specific contributions are accounted for through extensive simulations of multivalent receptor-ligand interactions, membrane mechanics and entropic factors such as membrane undulations and receptor translation. The computed NC avidity is strongly dependent on ligand density, receptor expression, bending mechanics of the target cell membrane, as well as entropic factors associated with the membrane and the receptor motion. Our computational model can predict the in vivo targeting levels of the intracellular adhesion molecule-1 (ICAM1)-coated NCs targeted to the lung, heart, kidney, liver and spleen of mouse, when the contributions due to endothelial capture are accounted for. The effect of other cells (such as monocytes, etc.) do not improve the model predictions at steady state. We demonstrate the predictive utility of our model by predicting partitioning coefficients of functionalized NCs in mice and human tissues and report the statistical accuracy of our model predictions under different scenarios.
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Affiliation(s)
- N. Ramakrishnan
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Richard W. Tourdot
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - David M. Eckmann
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Portonovo S. Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Vladimir R. Muzykantov
- Center for Targeted Therapeutics and Translational Nanomedicine, Institute for Translational Medicine and Therapeutics and Department of Pharmacology, School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Translational Research Center, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ravi Radhakrishnan
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biochemistry and Biophysics, University of Pennsylvania, Philadelphia, PA 19104, USA
- Author for correspondence: Ravi Radhakrishnan e-mail:
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37
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Myerson JW, Anselmo AC, Liu Y, Mitragotri S, Eckmann DM, Muzykantov VR. Non-affinity factors modulating vascular targeting of nano- and microcarriers. Adv Drug Deliv Rev 2016; 99:97-112. [PMID: 26596696 PMCID: PMC4798918 DOI: 10.1016/j.addr.2015.10.011] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [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: 06/01/2015] [Revised: 09/29/2015] [Accepted: 10/09/2015] [Indexed: 12/22/2022]
Abstract
Particles capable of homing and adhering to specific vascular biomarkers have potential as fundamental tools in drug delivery for mediation of a wide variety of pathologies, including inflammation, thrombosis, and pulmonary disorders. The presentation of affinity ligands on the surface of a particle provides a means of targeting the particle to sites of therapeutic interest, but a host of other factors come into play in determining the targeting capacity of the particle. This review presents a summary of several key considerations in nano- and microparticle design that modulate targeted delivery without directly altering epitope-specific affinity. Namely, we describe the effect of factors in definition of the base carrier (including shape, size, and flexibility) on the capacity of carriers to access, adhere to, and integrate in target biological milieus. Furthermore, we present a summary of fundamental dynamics of carrier behavior in circulation, taking into account interactions with cells in circulation and the role of hemodynamics in mediating the direction of carriers to target sites. Finally, we note non-affinity aspects to uptake and intracellular trafficking of carriers in target cells. In total, recent findings presented here may offer an opportunity to capitalize on mitigating factors in the behavior of ligand-targeted carriers in order to optimize targeting.
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38
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Caporizzo MA, Robison P, Bogush A, Prosser BL, Eckmann DM, Composto RJ. Understanding Viscoelasticity Changes in Single Cells using Variable Indentation-Rate Viscoelastic Analysis. Biophys J 2016. [DOI: 10.1016/j.bpj.2015.11.1975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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39
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Grady ME, Composto RJ, Eckmann DM. Cell elasticity with altered cytoskeletal architectures across multiple cell types. J Mech Behav Biomed Mater 2016; 61:197-207. [PMID: 26874250 DOI: 10.1016/j.jmbbm.2016.01.022] [Citation(s) in RCA: 78] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 01/18/2016] [Accepted: 01/22/2016] [Indexed: 12/18/2022]
Abstract
The cytoskeleton is primarily responsible for providing structural support, localization and transport of organelles, and intracellular trafficking. The structural support is supplied by actin filaments, microtubules, and intermediate filaments, which contribute to overall cell elasticity to varying degrees. We evaluate cell elasticity in five different cell types with drug-induced cytoskeletal derangements to probe how actin filaments and microtubules contribute to cell elasticity and whether it is conserved across cell type. Specifically, we measure elastic stiffness in primary chondrocytes, fibroblasts, endothelial cells (HUVEC), hepatocellular carcinoma cells (HUH-7), and fibrosarcoma cells (HT 1080) subjected to two cytoskeletal destabilizers: cytochalasin D and nocodazole, which disrupt actin and microtubule polymerization, respectively. Elastic stiffness is measured by atomic force microscopy (AFM) and the disruption of the cytoskeleton is confirmed using fluorescence microscopy. The two cancer cell lines showed significantly reduced elastic moduli values (~0.5kPa) when compared to the three healthy cell lines (~2kPa). Non-cancer cells whose actin filaments were disrupted using cytochalasin D showed a decrease of 60-80% in moduli values compared to untreated cells of the same origin, whereas the nocodazole-treated cells showed no change in elasticity. Overall, we demonstrate actin filaments contribute more to elastic stiffness than microtubules but this result is cell type dependent. Cancer cells behaved differently, exhibiting increased stiffness as well as stiffness variability when subjected to nocodazole. We show that disruption of microtubule dynamics affects cancer cell elasticity, suggesting therapeutic drugs targeting microtubules be monitored for significant elastic changes.
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Affiliation(s)
- Martha E Grady
- Department of Materials Science and Engineering, School of Engineering and Applied Science, University of Pennsylvania, 3231 Walnut Street, Philadelphia, PA 19104, United States; Department of Anesthesiology and Critical Care, School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, Philadelphia, PA 19104, United States
| | - Russell J Composto
- Department of Materials Science and Engineering, School of Engineering and Applied Science, University of Pennsylvania, 3231 Walnut Street, Philadelphia, PA 19104, United States
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, School of Medicine, University of Pennsylvania, 3620 Hamilton Walk, Philadelphia, PA 19104, United States.
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Vitoshkin H, Yu HY, Eckmann DM, Ayyaswamy PS, Radhakrishnan R. Nanoparticle stochastic motion in the inertial regime and hydrodynamic interactions close to a cylindrical wall. Phys Rev Fluids 2016; 1:054104. [PMID: 27830213 PMCID: PMC5098402 DOI: 10.1103/physrevfluids.1.054104] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
We have carried out direct numerical simulations (DNS) of the fluctuating Navier-Stokes equation together with the particle equations governing the motion of a nanosized particle or nanoparticle (NP) in a cylindrical tube. The effects of the confining boundary, its curvature, particle size, and particle density variations have all been investigated. To reveal how the nature of the temporal correlations (hydrodynamic memory) in the inertial regime is altered by the full hydrodynamic interaction due to the confining boundaries, we have employed the Arbitrary Lagrangian-Eulerian (ALE) method to determine the dynamical relaxation of a spherical NP located at various positions in the medium over a wide span of time scales compared to the fluid viscous relaxation time τv = a2/v, where a is the spherical particle radius and v is the kinematic viscosity. The results show that, as compared to the behavior of a particle in regions away from the confining boundary, the velocity autocorrelation function (VACF) for a particle in the lubrication layer initially decays exponentially with a Stokes drag enhanced by a factor that is proportional to the ratio of the particle radius to the gap thickness between the particle and the wall. Independent of the particle location, beyond time scales greater than a2/v, the decay is always algebraic followed by a second exponential decay (attributed to the wall curvature) that is associated with a second time scale D2/v, where D is the vessel diameter.
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Affiliation(s)
- Helena Vitoshkin
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA, USA
| | - Hsiu-Yu Yu
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA, USA
| | - David M. Eckmann
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Portonovo S. Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA, USA
| | - Ravi Radhakrishnan
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA, USA
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
- Corresponding author.
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Caporizzo MA, Roco CM, Ferrer MCC, Grady ME, Parrish E, Eckmann DM, Composto RJ. Strain-rate Dependence of Elastic Modulus Reveals Silver Nanoparticle Induced Cytotoxicity. Nanobiomedicine (Rij) 2015; 2. [PMID: 26834855 PMCID: PMC4732735 DOI: 10.5772/61328] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [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] [Indexed: 01/05/2023] Open
Abstract
Force-displacement measurements are taken at different rates with an atomic force microscope to assess the correlation between cell health and cell viscoelasticity in THP-1 cells that have been treated with a novel drug carrier. A variable indentation-rate viscoelastic analysis, VIVA, is employed to identify the relaxation time of the cells that are known to exhibit a frequency dependent stiffness. The VIVA agrees with a fluorescent viability assay. This indicates that dextran-lysozyme drug carriers are biocompatible and deliver concentrated toxic material (rhodamine or silver nanoparticles) to the cytoplasm of THP-1 cells. By modelling the frequency dependence of the elastic modulus, the VIVA provides three metrics of cytoplasmic viscoelasticity: a low frequency modulus, a high frequency modulus and viscosity. The signature of cytotoxicity by rhodamine or silver exposure is a frequency independent twofold increase in the elastic modulus and cytoplasmic viscosity, while the cytoskeletal relaxation time remains unchanged. This is consistent with the known toxic mechanism of silver nanoparticles, where metabolic stress causes an increase in the rigidity of the cytoplasm. A variable indentation-rate viscoelastic analysis is presented as a straightforward method to promote the self-consistent comparison between cells. This is paramount to the development of early diagnosis and treatment of disease.
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Affiliation(s)
| | - Charles M Roco
- Department of Materials Science Engineering, University of Pennsylvania, Pennsylvania, USA
| | - Maria Carme Coll Ferrer
- Department of Materials Science Engineering, University of Pennsylvania, Pennsylvania, USA; Department of Anesthesiology and Critical Care, University of Pennsylvania, Pennsylvania, USA
| | - Martha E Grady
- Department of Materials Science Engineering, University of Pennsylvania, Pennsylvania, USA; Department of Anesthesiology and Critical Care, University of Pennsylvania, Pennsylvania, USA
| | - Emmabeth Parrish
- Department of Materials Science Engineering, University of Pennsylvania, Pennsylvania, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Pennsylvania, USA
| | - Russell John Composto
- Department of Materials Science Engineering, University of Pennsylvania, Pennsylvania, USA
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Sarkar A, Eckmann DM, Ayyaswamy PS, Radhakrishnan R. Hydrodynamic interactions of deformable polymeric nanocarriers and the effect of crosslinking. Soft Matter 2015; 11:5955-69. [PMID: 26126781 PMCID: PMC4518868 DOI: 10.1039/c5sm00669d] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [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
We report theoretical as well as numerical investigations of deformable nanocarriers (NCs) under physiologically relevant flow conditions. Specifically, to model the deformable lysozyme-core/dextran-shell crosslinked polymer based NC with internal nanostructure and subject it to external hydrodynamic shear, we have introduced a coarse-grained model for the NC and have adopted a Brownian dynamics framework, which incorporates hydrodynamic interactions, in order to describe the static and dynamic properties of the NC. In order to represent the fluidity of the polymer network in the dextran brush-like corona, we coarse-grain the structure of the NC based on the hypothesis that Brownian motion, polymer melt reptations, and crosslinking density dominate their structure and dynamics. In our model, we specify a crosslinking density and employ the simulated annealing protocol to mimic the experimental synthesis steps in order to obtain the appropriate internal structure of the core-shell polymer. We then compute the equilibrium as well as steady shear rheological properties as functions of the Péclet number and the crosslinking density, in the presence of hydrodynamic interactions. We find that with increasing crosslinking, the stiffness of the nanocarrier increases, the radius of gyration decreases, and as a consequence the self-diffusivity increases. The nanocarrier under shear deforms and orients along the direction of the applied shear and we find that the orientation and deformation under shear are dependent on the shear rate and the crosslinking density. We compare various dynamic properties of the NC as a function of the shear force, such as orientation, deformation, intrinsic stresses etc., with previously reported computational and experimental results of other model systems. The computational approach described here serves as a powerful tool for the rational design of NCs by taking both the physiological as well as the hydrodynamic environments into consideration. Development of such models is essential in order to gain useful insights that may be translated into the optimal design of NCs for diagnostic as well as targeted drug delivery applications.
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Affiliation(s)
- Arijit Sarkar
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA, USA
| | - David M. Eckmann
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
| | - Portonovo S. Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, PA, USA
| | - Ravi Radhakrishnan
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, USA
- Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, PA, USA
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Chacko AM, Han J, Greineder CF, Zern BJ, Mikitsh JL, Nayak M, Menon D, Johnston IH, Poncz M, Eckmann DM, Davies PF, Muzykantov VR. Collaborative Enhancement of Endothelial Targeting of Nanocarriers by Modulating Platelet-Endothelial Cell Adhesion Molecule-1/CD31 Epitope Engagement. ACS Nano 2015; 9:6785-6793. [PMID: 26153796 PMCID: PMC4761649 DOI: 10.1021/nn505672x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [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: 06/04/2023]
Abstract
Nanocarriers (NCs) coated with antibodies (Abs) to extracellular epitopes of the transmembrane glycoprotein PECAM (platelet endothelial cell adhesion molecule-1/CD31) enable targeted drug delivery to vascular endothelial cells. Recent studies revealed that paired Abs directed to adjacent, yet distinct epitopes of PECAM stimulate each other's binding to endothelial cells in vitro and in vivo ("collaborative enhancement"). This phenomenon improves targeting of therapeutic fusion proteins, yet its potential role in targeting multivalent NCs has not been addressed. Herein, we studied the effects of Ab-mediated collaborative enhancement on multivalent NC spheres coated with PECAM Abs (Ab/NC, ∼180 nm diameter). We found that PECAM Abs do mutually enhance endothelial cell binding of Ab/NC coated by paired, but not "self" Ab. In vitro, collaborative enhancement of endothelial binding of Ab/NC by paired Abs is modulated by Ab/NC avidity, epitope selection, and flow. Cell fixation, but not blocking of endocytosis, obliterated collaborative enhancement of Ab/NC binding, indicating that the effect is mediated by molecular reorganization of PECAM molecules in the endothelial plasmalemma. The collaborative enhancement of Ab/NC binding was affirmed in vivo. Intravascular injection of paired Abs enhanced targeting of Ab/NC to pulmonary vasculature in mice by an order of magnitude. This stimulatory effect greatly exceeded enhancement of Ab targeting by paired Abs, indicating that '"collaborative enhancement"' effect is even more pronounced for relatively large multivalent carriers versus free Abs, likely due to more profound consequences of positive alteration of epitope accessibility. This phenomenon provides a potential paradigm for optimizing the endothelial-targeted nanocarrier delivery of therapeutic agents.
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Affiliation(s)
- Ann-Marie Chacko
- Department of Radiology, Division of Nuclear Medicine and Clinical Molecular Imaging, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
- Center for Targeted Therapeutics and Translational Nanomedicine, Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Jingyan Han
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Colin F. Greineder
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Blaine J. Zern
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - John L. Mikitsh
- Department of Radiology, Division of Nuclear Medicine and Clinical Molecular Imaging, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Madhura Nayak
- Department of Radiology, Division of Nuclear Medicine and Clinical Molecular Imaging, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Divya Menon
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Ian H. Johnston
- Department of Pediatrics, Division of Hematology, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, United States
| | - Mortimer Poncz
- Department of Pediatrics, Division of Hematology, The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, United States
| | - David M. Eckmann
- Department of Anesthesiology & Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Peter F. Davies
- Department of Pathology and Institute for Medicine and Engineering, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Vladimir R. Muzykantov
- Center for Targeted Therapeutics and Translational Nanomedicine, Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
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Han J, Shuvaev VV, Davies PF, Eckmann DM, Muro S, Muzykantov VR. Flow shear stress differentially regulates endothelial uptake of nanocarriers targeted to distinct epitopes of PECAM-1. J Control Release 2015; 210:39-47. [PMID: 25966362 DOI: 10.1016/j.jconrel.2015.05.006] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Revised: 05/04/2015] [Accepted: 05/06/2015] [Indexed: 01/01/2023]
Abstract
Targeting nanocarriers (NC) to endothelial cell adhesion molecules including Platelet-Endothelial Cell Adhesion Molecule-1 (PECAM-1 or CD31) improves drug delivery and pharmacotherapy of inflammation, oxidative stress, thrombosis and ischemia in animal models. Recent studies unveiled that hydrodynamic conditions modulate endothelial endocytosis of NC targeted to PECAM-1, but the specificity and mechanism of effects of flow remain unknown. Here we studied the effect of flow on endocytosis by human endothelial cells of NC targeted by monoclonal antibodies Ab62 and Ab37 to distinct epitopes on the distal extracellular domain of PECAM. Flow in the range of 1-8dyn/cm(2), typical for venous vasculature, stimulated the uptake of spherical Ab/NC (~180nm diameter) carrying ~50 vs 200 Ab62 and Ab37 per NC, respectively. Effect of flow was inhibited by disruption of cholesterol-rich plasmalemma domains and deletion of PECAM-1 cytosolic tail. Flow stimulated endocytosis of Ab62/NC and Ab37/NC via eliciting distinct signaling pathways mediated by RhoA/ROCK and Src Family Kinases, respectively. Therefore, flow stimulates endothelial endocytosis of Ab/NC in a PECAM-1 epitope specific manner. Using ligands of binding to distinct epitopes on the same target molecule may enable fine-tuning of intracellular delivery based on the hemodynamic conditions in the vascular area of interest.
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Affiliation(s)
- Jingyan Han
- Department of Pharmacology and Center for Translational Targeted Therapeutics and Nanomedicine of the Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA19104, USA; Vascular Biology Section, Department of Medicine, Boston University, Boston, MA 02421, USA
| | - Vladimir V Shuvaev
- Department of Pharmacology and Center for Translational Targeted Therapeutics and Nanomedicine of the Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA19104, USA
| | - Peter F Davies
- Department of Pathology & Lab Medicine and Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, PA19104, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA19104, USA
| | - Silvia Muro
- Fischell Department of Bioengineering, University of Maryland, College Park, MD 20742, USA
| | - Vladimir R Muzykantov
- Department of Pharmacology and Center for Translational Targeted Therapeutics and Nanomedicine of the Institute for Translational Medicine and Therapeutics, University of Pennsylvania, Philadelphia, PA19104, USA.
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Yu HY, Eckmann DM, Ayyaswamy PS, Radhakrishnan R. Composite generalized Langevin equation for Brownian motion in different hydrodynamic and adhesion regimes. Phys Rev E Stat Nonlin Soft Matter Phys 2015; 91:052303. [PMID: 26066173 PMCID: PMC4467459 DOI: 10.1103/physreve.91.052303] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Indexed: 05/19/2023]
Abstract
We present a composite generalized Langevin equation as a unified framework for bridging the hydrodynamic, Brownian, and adhesive spring forces associated with a nanoparticle at different positions from a wall, namely, a bulklike regime, a near-wall regime, and a lubrication regime. The particle velocity autocorrelation function dictates the dynamical interplay between the aforementioned forces, and our proposed methodology successfully captures the well-known hydrodynamic long-time tail with context-dependent scaling exponents and oscillatory behavior due to the binding interaction. Employing the reactive flux formalism, we analyze the effect of hydrodynamic variables on the particle trajectory and characterize the transient kinetics of a particle crossing a predefined milestone. The results suggest that both wall-hydrodynamic interactions and adhesion strength impact the particle kinetics.
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Affiliation(s)
- Hsiu-Yu Yu
- Department of Chemical and Biomolecular Engineering and Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - David M Eckmann
- Department of Anesthesiology and Critical Care and Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Portonovo S Ayyaswamy
- Department of Mechanical Engineering and Applied Mechanics, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
| | - Ravi Radhakrishnan
- Department of Bioengineering and Department of Chemical and Biomolecular Engineering, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
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Kandel J, Chou P, Eckmann DM. Automated detection of whole-cell mitochondrial motility and its dependence on cytoarchitectural integrity. Biotechnol Bioeng 2015; 112:1395-405. [PMID: 25678368 DOI: 10.1002/bit.25563] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Revised: 01/27/2015] [Accepted: 02/02/2015] [Indexed: 01/10/2023]
Abstract
Current methodologies used for mitochondrial motility analysis tend to either overlook individual mitochondrial tracks or analyze only peripheral mitochondria instead of mitochondria in all regions of the cell. Furthermore, motility analysis of an individual mitochondrion is usually quantified by establishing an arbitrary threshold for "directed" motion. In this work, we created a custom, publicly available computational algorithm based on a previously published approach (Giedt et al., 2012. Ann Biomed Eng 40:1903-1916) in order to characterize the distribution of mitochondrial movements at the whole-cell level, while still preserving information about single mitochondria. Our technique is easy to use, robust, and computationally inexpensive. Images are first pre-processed for increased resolution, and then individual mitochondria are tracked based on object connectivity in space and time. When our method is applied to microscopy fields encompassing entire cells, we reveal that the mitochondrial net distances in fibroblasts follow a lognormal distribution within a given cell or group of cells. The ability to model whole-cell mitochondrial motility as a lognormal distribution provides a new quantitative paradigm for comparing mitochondrial motility in naïve and treated cells. We further demonstrate that microtubule and microfilament depolymerization shift the lognormal distribution in directions which indicate decreased and increased mitochondrial movement, respectively. These findings advance earlier work on neuronal axons (Morris and Hollenbeck, 1993. J Cell Sci 104:917-927) by relating them to a different cell type, applying them on a global scale, and automating measurement of mitochondrial motility in general.
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Affiliation(s)
- Judith Kandel
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, 19104
| | - Philip Chou
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, 19104
| | - David M Eckmann
- Department of Bioengineering, University of Pennsylvania, Philadelphia, Pennsylvania, 19104. .,Department of Anesthesiology and Critical Care, Perelman School of Medicine, Philadelphia, Pennsylvania. .,Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, Pennsylvania.
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Lee HS, Dastgheyb SS, Hickok NJ, Eckmann DM, Composto RJ. Targeted release of tobramycin from a pH-responsive grafted bilayer challenged with S. aureus. Biomacromolecules 2015; 16:650-9. [PMID: 25585173 DOI: 10.1021/bm501751v] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
A stimuli-responsive, controlled release bilayer for the prevention of bacterial infection on biomaterials is presented. Drug release is locally controlled by the pH-responsiveness of the bilayer, comprised of an inner poly(acrylic acid) (PAA) monolayer grafted to a biomaterial and cross-linked with an outer chitosan (CH) brush. Tobramycin (TOB) is loaded in the inner PAA in part to minimize bacteria resistance. Because biofilm formation causes a decrease in local pH, TOB is released from PAA and permeates through the CH, which is in contact with the biofilm. Antibiotic capacity is controlled by the PAA thickness, which depends on PAA brush length and the extent of cross-linking between CH and PAA at the bilayer interface. This TOB-loaded, pH-responsive bilayer exhibits significantly enhanced antibacterial activity relative to controls.
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Affiliation(s)
- Hyun-Su Lee
- Department of Materials Science and Engineering and ‡Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
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48
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Kandel J, Chou P, Eckmann DM. Automated Detection of Whole-Cell Mitochondrial Motility and its Dependence on Cytoarchitectural Integrity. Biophys J 2015. [DOI: 10.1016/j.bpj.2014.11.2018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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Abstract
Polymer-based nanogel formulations offer features attractive for drug delivery, including ease of synthesis, controllable swelling and viscoelasticity as well as drug loading and release characteristics, passive and active targeting, and the ability to formulate nanogel carriers that can respond to biological stimuli. These unique features and low toxicity make the nanogels a favorable option for vascular drug targeting. In this review, we address key chemical and biological aspects of nanogel drug carrier design. In particular, we highlight published studies of nanogel design, descriptions of nanogel functional characteristics and their behavior in biological models. These studies form a compendium of information that supports the scientific and clinical rationale for development of this carrier for targeted therapeutic interventions.
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Affiliation(s)
- D M Eckmann
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - R J Composto
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - A Tsourkas
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - V R Muzykantov
- Department of Pharmacology, University of Pennsylvania, Philadelphia, PA 19104, USA
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50
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Kandel J, Lee HS, Sobolewski P, Tomczyk N, Composto RJ, Eckmann DM. Chemically grafted fibronectin for use in QCM-D cell studies. Biosens Bioelectron 2014; 58:249-257. [PMID: 24657645 PMCID: PMC3997653 DOI: 10.1016/j.bios.2014.02.053] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [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: 12/24/2013] [Revised: 02/19/2014] [Accepted: 02/20/2014] [Indexed: 01/12/2023]
Abstract
Traditionally, fibronectin has been used as a physisorbed surface coating (physFN) in cell culture experiments due to its critical role in cell adhesion. However, because the resulting layer is thick, unstable, and of unpredictable uniformity, this method of fibronectin deposition is unsuitable for some types of research, including quartz crystal microbalance (QCM) experiments involving cells. Here, we present a new method for chemical immobilization of fibronectin onto silicon oxide surfaces, including QCM crystals pre-coated with silicon oxide. We characterize these chemically coated fibronectin surfaces (chemFN) as well as physFN ones using spectroscopic ellipsometry (SE), Fourier transform infrared spectroscopy (FTIR), atomic force microscopy (AFM), and contact angle measurements. A cell culture model demonstrates that cells on chemFN and physFN surfaces exhibit similar viability, structure, adhesion and metabolism. Finally, we perform QCM experiments using cells on both surfaces which demonstrate the superior suitability of chemFN coatings for QCM research, and provide real-time QCM-D data from cells subjected to an actin depolymerizing agent. Overall, our method of chemical immobilization of fibronectin yields great potential for furthering cellular experiments in which thin, stable and uniform coatings are desirable. As QCM research with cells has been rather limited in success thus far, we anticipate that this new technique will particularly benefit this experimental system by availing it to the much broader field of cell mechanics.
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Affiliation(s)
- Judith Kandel
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Hyun-Su Lee
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Peter Sobolewski
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Nancy Tomczyk
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Russell J. Composto
- Department of Materials Science and Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
- Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - David M. Eckmann
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA
- Institute for Medicine and Engineering, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA 19104, USA
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