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Subramaniam S, Akay M, Anastasio MA, Bailey V, Boas D, Bonato P, Chilkoti A, Cochran JR, Colvin V, Desai TA, Duncan JS, Epstein FH, Fraley S, Giachelli C, Grande-Allen KJ, Green J, Guo XE, Hilton IB, Humphrey JD, Johnson CR, Karniadakis G, King MR, Kirsch RF, Kumar S, Laurencin CT, Li S, Lieber RL, Lovell N, Mali P, Margulies SS, Meaney DF, Ogle B, Palsson B, A. Peppas N, Perreault EJ, Rabbitt R, Setton LA, Shea LD, Shroff SG, Shung K, Tolias AS, van der Meulen MC, Varghese S, Vunjak-Novakovic G, White JA, Winslow R, Zhang J, Zhang K, Zukoski C, Miller MI. Grand Challenges at the Interface of Engineering and Medicine. IEEE Open J Eng Med Biol 2024; 5:1-13. [PMID: 38415197 PMCID: PMC10896418 DOI: 10.1109/ojemb.2024.3351717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 08/30/2023] [Accepted: 09/03/2023] [Indexed: 02/29/2024] Open
Abstract
Over the past two decades Biomedical Engineering has emerged as a major discipline that bridges societal needs of human health care with the development of novel technologies. Every medical institution is now equipped at varying degrees of sophistication with the ability to monitor human health in both non-invasive and invasive modes. The multiple scales at which human physiology can be interrogated provide a profound perspective on health and disease. We are at the nexus of creating "avatars" (herein defined as an extension of "digital twins") of human patho/physiology to serve as paradigms for interrogation and potential intervention. Motivated by the emergence of these new capabilities, the IEEE Engineering in Medicine and Biology Society, the Departments of Biomedical Engineering at Johns Hopkins University and Bioengineering at University of California at San Diego sponsored an interdisciplinary workshop to define the grand challenges that face biomedical engineering and the mechanisms to address these challenges. The Workshop identified five grand challenges with cross-cutting themes and provided a roadmap for new technologies, identified new training needs, and defined the types of interdisciplinary teams needed for addressing these challenges. The themes presented in this paper include: 1) accumedicine through creation of avatars of cells, tissues, organs and whole human; 2) development of smart and responsive devices for human function augmentation; 3) exocortical technologies to understand brain function and treat neuropathologies; 4) the development of approaches to harness the human immune system for health and wellness; and 5) new strategies to engineer genomes and cells.
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Affiliation(s)
- Shankar Subramaniam
- Joan and Irwin Jacobs Endowed Chair in Bioengineering and Systems Biology, Distinguished Professor of Bioengineering, Computer Science & Engineering, Cellular & Molecular Medicine, and NanoengineeringUniversity of California San DiegoLa JollaCA92093-0412USA
| | - Metin Akay
- Department of Physical Medicine and Rehabilitation, Harvard Medical SchoolSpaulding Rehabilitation HospitalCharlestownMA02129USA
- Founding Chair of the Biomedical Engineering Department and John S. Dunn Professor of Biomedical EngineeringUniversity of HoustonHoustonTX77204-5060USA
- Donald Biggar Willett Professor in Engineering and Head of the Department of BioengineeringUrbanaIL61801USA
- Senior PartnerArtis VenturesSan FranciscoCA94111USA
| | - Mark A. Anastasio
- Department of Physical Medicine and Rehabilitation, Harvard Medical SchoolSpaulding Rehabilitation HospitalCharlestownMA02129USA
| | - Vasudev Bailey
- Department of Physical Medicine and Rehabilitation, Harvard Medical SchoolSpaulding Rehabilitation HospitalCharlestownMA02129USA
| | - David Boas
- Professor of Biomedical Engineering and Director of Neurophotonics CenterBoston University College of EngineeringBostonMA02215USA
| | - Paolo Bonato
- Department of Physical Medicine and Rehabilitation, Harvard Medical SchoolSpaulding Rehabilitation HospitalCharlestownMA02129USA
| | - Ashutosh Chilkoti
- Alan L. Kaganov Professor of Biomedical Engineering and Chair of the Department of Biomedical EngineeringDuke UniversityDurhamNC27708USA
| | - Jennifer R. Cochran
- Senior Associate Vice Provost for Research and Addie and Al Macovski Professor of Bioengineering, Shriram CenterStanford University Schools of Medicine and EngineeringStanfordCA94305USA
| | - Vicki Colvin
- Vernon K Krieble Professor of Chemistry and Professor of EngineeringBrown UniversityProvidenceRI02912USA
| | - Tejal A. Desai
- Sorensen Family Dean of Engineering and Professor of EngineeringBrown UniversityProvidenceRI02912USA
| | - James S. Duncan
- Ebenezer K. Hunt Professor and Chair of Biomedical Engineering, Professor of Radiology & Biomedical ImagingYale UniversityNew HavenCT06520USA
| | - Frederick H. Epstein
- Mac Wade Professor of Biomedical Engineering and Professor of Radiology and Medical Imaging, Associate Dean for ResearchSchool of Engineering and Applied ScienceCharlottesvilleVA22904USA
| | - Stephanie Fraley
- Associate Professor of BioengineeringUniversity of California San DiegoLa JollaCA92093-0412USA
| | - Cecilia Giachelli
- Steven R. and Connie R. Rogel Endowed Professor for Cardiovascular Innovation in BioengineeringAssociate Vice Provost for ResearchSeattleWA98195USA
| | - K. Jane Grande-Allen
- Isabel C. Cameron Professor of Bioengineering, Department of BioengineeringRice UniversityHoustonTX77005USA
| | - Jordan Green
- Biomedical Engineering and Vice Chair for Research and TranslationDepartment of Biomedical EngineeringBaltimoreMD21218USA
| | - X. Edward Guo
- Professor of Biomedical Engineering and Department ChairNew YorkNY10027USA
| | - Isaac B. Hilton
- Assistant Professor of Bioengineering and BioSciencesRice UniversityHoustonTX77005USA
- Department of BioengineeringBioscience Research CollaborativeHoustonTX77030USA
| | - Jay D. Humphrey
- John C. Malone Professor of Biomedical EngineeringYale UniversityNew HavenCT06511USA
| | - Chris R Johnson
- Distinguished Professor of Computer Science, Research Professor of BioengineeringUniversity of UtahSalt Lake CityUT84112-9205USA
| | - George Karniadakis
- The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and EngineeringBrown UniversityProvidenceRI02912USA
| | - Michael R. King
- J. Lawrence Wilson Professor of Engineering, Chair, Department of Biomedical Engineering, Professor of Biomedical Engineering, Professor of Radiology and Radiological Sciences5824 Stevenson CenterNashvilleTN351631-1631USA
| | - Robert F. Kirsch
- Allen H. and Constance T. Ford Professor and Chair of Biomedical EngineeringCase Western Reserve UniversityClevelandOH44106USA
- Department of Biomedical EngineeringClevelandOH4410USA
| | - Sanjay Kumar
- California Institute for Quantitative BiosciencesUC BerkeleyBerkeleyCA94720USA
| | - Cato T. Laurencin
- University Professor and Albert and Wilda Van Dusen Distinguished Endowed Professor of Orthopaedic Surgery, CEO, The Cato T. Laurencin Institute for Regenerative EngineeringUconnFarmingtonCT06030-3711USA
| | - Song Li
- Department of BioengineeringUCLA Samueli School of EngineeringLos AngelesCA90095USA
| | - Richard L. Lieber
- Chief Scientific Officer and Senior Vice President, Shirley Ryan Ability Lab, Professor of Physiology and Biomedical EngineeringNorthwestern UniversityEvanstonIL60208USAUSA
| | - Nigel Lovell
- Graduate School of Biomedical EngineeringUniversity of New South WalesSydneyNSW2052Australia
| | - Prashant Mali
- Professor of BioengineeringUniversity of California San DiegoLa JollaCA92093-0412USA
| | - Susan S. Margulies
- Wallace H. Coulter Chair and Professor of Biomedical EngineeringGeorgia Institute of Technology and Emory UniversityAtlantaGA30332USA
| | - David F. Meaney
- Professor and Senior Associate DeanPenn EngineeringPhiladelphiaPA19104-6391USA
| | - Brenda Ogle
- Department of Biomedical Engineering, Professor, Department of Pediatrics, Director, Stem Cell InstituteUniversity of Minnesota-Twin CitiesMinneapolisMN55455USA
| | - Bernhard Palsson
- Y.C. Fung Endowed Professor in Bioengineering, Professor of PediatricsUniversity of California San DiegoLa JollaCA92093-0412USA
| | - Nicholas A. Peppas
- Cockrell Family Regents Chair in Engineering, Director, Institute of Biomaterials, Drug Delivery and Regenerative Medicine, Professor, McKetta Department of Chemical Engineering, Department of Biomedical Engineering, Department of Pediatrics, Department of Surgery and Perioperative Care, Dell Medical School, and Division of Molecular Pharmaceutics and Drug Delivery, College of PharmacyThe University of Texas at AustinAustinTX78712-1801USA
| | - Eric J. Perreault
- Vice President for Research, Professor of Biomedical Engineering, Professor of Physical Medicine and RehabilitationNorthwestern UniversityEvanstonIL60208USA
| | - Rick Rabbitt
- Professor of Biomedical Engineering, Neuroscience ProgramSal Lake CityUT84112USA
| | - Lori A. Setton
- Department Chair, Lucy & Stanley Lopata Distinguished Professor of Biomedical EngineeringWashington University in St. Louis, McKelvey School of EngineeringSt. LouisMO63130USA
| | - Lonnie D. Shea
- Biomedical EngineeringUniversity of MichiganAnn ArborMI48109USA
| | - Sanjeev G. Shroff
- Distinguished Professor of and Gerald E. McGinnis Chair in Bioengineering, Professor of Medicine, Swanson School of EngineeringUniversity of PittsburghPittsburghPA15261USA
| | - Kirk Shung
- Professor Emeritus of Biomedical Engineering, Alfred E. Mann Department of Biomedical EngineeringUniversity of Southern CaliforniaLos AngelesCA90089USA
| | | | | | - Shyni Varghese
- Professor of Biomedical Engineering, Mechanical Engineering & Materials Science and OrthopaedicsDuke UniversityDurhamNC27710USA
| | - Gordana Vunjak-Novakovic
- University and Mikati Foundation Professor of Biomedical Engineering and Medical SciencesColumbia UniversityNew YorkNY10027USA
| | - John A. White
- Professor and Chair Department of Biomedical EngineeringBoston UniversityBostonMA02215USA
| | - Raimond Winslow
- Director of Life Science and Medical Research; Professor of BioengineeringNortheastern UniversityPortlandME04101USA
| | - Jianyi Zhang
- Department of Biomedical Engineering, T. Michael and Gillian Goodrich Endowed Chair of Engineering Leadership, Professor of Medicine, of Engineering, School of Medicine, School of EngineeringUAB | The University of Alabama at BirminghamU.K.
| | - Kun Zhang
- Chair/Professor of BioengineeringUniversity of California San DiegoLa JollaCA92093-0412USA
| | - Charles Zukoski
- Shelly and Ofer Nemirovsky Provost's Chair and Professor of Chemical Engineering and Materials Science and Biomedical Engineering, Alfred E. Mann Department of Biomedical EngineeringUniversity of Southern CaliforniaLos AngelesCA90089USA
| | - Michael I. Miller
- Bessie Darling Massey Professor and Director, Department of Biomedical Engineering, Co-Director, Kavli Neuroscience Discovery InstituteJohns Hopkins University School of Medicine and Whiting School of EngineeringBaltimoreMD21218USA
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King MR, Abdulrahman AM, Petrovic MI, Poley PL, Hall SP, Kulapatana S, Lamantia ZE. Incorporation of ChatGPT and Other Large Language Models into a Graduate Level Computational Bioengineering Course. Cell Mol Bioeng 2024; 17:1-6. [PMID: 38435794 PMCID: PMC10902225 DOI: 10.1007/s12195-024-00793-3] [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] [Indexed: 03/05/2024] Open
Abstract
The remarkable capabilities of generative artificial intelligence and large language models (LLMs) such as ChatGPT have delighted users around the world. Educators have regarded these tools as either a cause for great concern, an opportunity to educate students on cutting-edge technology, or often some combination of the two. Throughout the Fall 2023 semester, we explored the use of ChatGPT (and Bard, among other LLMs) in a graduate level numerical and statistical methods course for PhD-level bioengineers. In this article we share examples of this ChatGPT content, our observations on what worked best in our course, and speculate on how bioengineering students may be best served by this technology in the future.
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Affiliation(s)
- Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
| | - Adam M. Abdulrahman
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
- Medical Scientist Training Program, Vanderbilt University School of Medicine, Nashville, TN USA
| | - Mark I. Petrovic
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
- Medical Scientist Training Program, Vanderbilt University School of Medicine, Nashville, TN USA
| | - Patricia L. Poley
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
| | - Sarah P. Hall
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
| | - Surat Kulapatana
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
- Department of Physiology, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, 10700 Thailand
| | - Zachary E. Lamantia
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
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Zhang Z, King MR. Tuning of TRAIL clustering on the surface of nanoscale liposomes by phase separation. Nanoscale Adv 2024; 6:402-405. [PMID: 38235079 PMCID: PMC10790813 DOI: 10.1039/d3na00841j] [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] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 12/21/2023] [Indexed: 01/19/2024]
Abstract
Phase-separated liposomes were used to formulate tumor necrosis factor-related apoptosis-inducing ligand (TRAIL), a protein that selectively kills cancer cells while sparing most healthy ones. By controlling the average number of TRAIL molecules per liposome, we demonstrate the ability to tune the formation of TRAIL clusters and their resulting apoptotic activity.
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Affiliation(s)
- Zhenjiang Zhang
- Department of Biomedical Engineering, Vanderbilt University 2414 Highland Ave Nashville TN 37212 USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University 2414 Highland Ave Nashville TN 37212 USA
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Dombroski JA, Fabiano AR, Knoblauch SV, Rowland SJ, Gibson-Corley KN, King MR. Tumor nano-lysate activates dendritic cells to evoke a preventative immune response. J Immunol Methods 2024; 524:113601. [PMID: 38092224 DOI: 10.1016/j.jim.2023.113601] [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: 05/10/2023] [Revised: 12/05/2023] [Accepted: 12/09/2023] [Indexed: 12/18/2023]
Abstract
A tumor nano-lysate "TNL" vaccine comprised of sonicated 4T1 cells was developed, characterized and implemented for the prevention of triple-negative breast cancer. This study aimed to gain a better understanding of the immune response behind the success of the vaccine in vivo, through use of ex vivo and in vivo assays. Here, we analyze the activation of various immune cells isolated from healthy mouse spleens and find that antigen-presenting cells (APCs) such as dendritic cells (DCs) are being activated following 24 h incubation with 1:10 mg TNL/mg splenocytes. These cells were further explored to determine the pathway by which activation is occurring, and it was observed that TNL are phagocytosed by DCs to activate NF-kB and c-Fos pathways, resulting in enhanced cytokine release after 24 h. An in vivo temporal analysis was performed in mice to understand the immune response at 1, 3, 7 and 10 days after one 100 μL dose of TNL consisting of 105 sonicated 4T1 cells via cardiac puncture and splenocyte and peripheral blood mononuclear cell (PBMC) analysis. Changes were observed for up to one week. A multiple dose study was performed comparing mice that were vaccinated with one dose of TNL administered every ten days for 3 doses total, as well as a PBS vehicle control. Survival for TNL-vaccinated mice was enhanced compared to the PBS control, and there was an average delay of 10 days in the onset of metastasis. The differences between the groups at the end of the study demonstrate the potential for TNL as a preventative therapeutic.
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Affiliation(s)
- Jenna A Dombroski
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
| | - Abigail R Fabiano
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
| | - Samantha V Knoblauch
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
| | - Schyler J Rowland
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
| | - Katherine N Gibson-Corley
- Department of Pathology, Microbiology and Immunology, Division of Comparative Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, United States.
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King MR, De Souza E, Anderson TA. The association of intraoperative opioid dose with postanesthesia care unit outcomes in children: a retrospective study. Can J Anaesth 2024; 71:77-86. [PMID: 37919633 DOI: 10.1007/s12630-023-02612-1] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Revised: 06/01/2023] [Accepted: 06/18/2023] [Indexed: 11/04/2023] Open
Abstract
PURPOSE In children, the relationship between the dose of intraoperative opioid and postoperative outcomes is unclear. We examined the relationship between intraoperative opioid dose and postanesthesia care unit (PACU) pain scores and opioid and antiemetic administrations. METHODS We performed a single-institution retrospective cohort study. Patients who were aged < 19 yr, had an American Society of Anesthesiologists Physical Status of I-III, were undergoing one of 11 procedures under general anesthesia and without regional anesthesia, and who were admitted to the PACU were included. Patients were analyzed by quartiles of total intraoperative opioid dose using multivariable regression, adjusting for confounders including procedure. An exploratory analysis of opioid-free anesthetics was also performed. RESULTS Three thousand, seven hundred and thirty-three cases were included, and the mean age of included patients was 8.3 yr. After adjustment, there were no significant differences between the lowest and higher quartiles for first conscious pain score, mean pain score, PACU opioid dose, or PACU length of stay; in addition, estimated differences were small. Patients in higher quartiles were estimated to be more likely to receive antiemetics, significantly so for those in the second quartile. Patients in the lowest quartile received significantly more intraoperative nonopioid analgesics. In the exploratory analysis, no significant difference in PACU pain scores was found in cases without intraoperative opioids. CONCLUSIONS Children who received lower doses of intraoperative opioids did not have worse PACU pain outcomes but required fewer antiemetics and received greater numbers of nonopioid analgesics intraoperatively. These findings suggest that lower doses of intraoperative opioids may be administered to children as long as other analgesics are used.
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Affiliation(s)
- Michael R King
- Department of Pediatric Anesthesiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
| | - Elizabeth De Souza
- Department of Anesthesiology, Perioperative and Pain Medicine, Lucile Packard Children's Hospital Stanford, Stanford University School of Medicine, Stanford, CA, USA
| | - Thomas A Anderson
- Department of Anesthesiology, Perioperative and Pain Medicine, Lucile Packard Children's Hospital Stanford, Stanford University School of Medicine, Stanford, CA, USA
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Greenlee JD, Zhang Z, Subramanian T, Liu K, King MR. TRAIL-conjugated liposomes that bind natural killer cells to induce colorectal cancer cell apoptosis. J Biomed Mater Res A 2024; 112:110-120. [PMID: 37772330 PMCID: PMC10794038 DOI: 10.1002/jbm.a.37621] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [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: 05/25/2023] [Revised: 08/28/2023] [Accepted: 09/12/2023] [Indexed: 09/30/2023]
Abstract
Natural killer (NK) cell functionality is a strong indicator of favorable prognosis in cancer patients, making NK cells an appealing therapeutic target to prevent lymph node dissemination. We engineered liposomes that are conjugated with anti-CD335 antibodies for NK cell targeting, and the apoptotic ligand TRAIL to kill cancer cells. Liposomes were made using a thin film hydration method followed by extrusion to approximately 100 nm in diameter and conjugation of proteins via thiol-maleimide click chemistry. TRAIL/anti-CD335 liposomes successfully bound to isolated NK cells. Once piggybacked to the surface of NK cells, these "Super Natural Killer Cells" were able to more effectively kill oxaliplatin-resistant SW620 cells and metastatic COLO205 colorectal cancer cells via TRAIL-mediated apoptosis compared to NK cells alone. Importantly, Super NK cells were more effective under physiological levels of fluid shear stress found in the lymphatics. Liposome biodistribution after intravenous administration confirmed the sustained presence of liposomes within the spleen and tumor draining mesenteric lymph nodes for at least 4 days. These results demonstrate the enhanced apoptotic effects of NK cells armored with liposomal TRAIL against clinically relevant colorectal cancer cells, providing the groundwork for in vivo treatment studies in mouse models of colorectal cancer metastasis.
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Affiliation(s)
| | | | | | - Kevin Liu
- Vanderbilt University Department of Biomedical Engineering
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Dombroski JA, Antunovic M, Schaffer KR, Hurley PJ, King MR. Activation of Dendritic Cells Isolated from the Blood of Patients with Prostate Cancer by Ex Vivo Fluid Shear Stress Stimulation. Curr Protoc 2023; 3:e933. [PMID: 38047658 DOI: 10.1002/cpz1.933] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
Prostate cancer is one of the most common cancers among men in the United States and a leading cause of cancer-related death in men. Treatment options for patients with advanced prostate cancer include hormone therapies, chemotherapies, radioligand therapies, and immunotherapies. Provenge (sipuleucel-T) is an autologous cancer-vaccine-based immunotherapy approved for men with asymptomatic or minimally symptomatic metastatic castration-resistant prostate cancer (mCRPC). Administration of sipuleucel-T involves leukapheresis of patient blood to isolate antigen-presenting cells (APCs), including dendritic cells (DCs), and subsequent incubation of isolated APCs with both an antigen, prostatic acid phosphatase (PAP), and granulocyte macrophage-colony stimulating factor (GM-CSF) before their infusion back into the patient. Although sipuleucel-T has been shown to improve overall survival, other meaningful outcomes, such as prostate-specific antigen (PSA) levels and radiographic response, are inconsistent. This lack of robust response may be due to limited ex vivo activation of DCs using current protocols. Earlier studies have shown that many cell types can be activated ex vivo by external forces such as fluid shear stress (FSS). We hypothesize that novel fluid shear stress technologies and methods can be used to improve ex vivo efficacy of prostate cancer DC activation in prostate cancer. Herein, we report a new protocol for activating DCs from patients with prostate cancer using ex vivo fluid shear stress. Ultimately, the goal of these studies is to improve DC activation to expand the efficacy of therapies such as sipuleucel-T. © 2023 The Authors. Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Sample collection and DC isolation Basic Protocol 2: Determination and application of fluid shear stress Basic Protocol 3: Flow cytometry analysis of DCs after FSS stimulation.
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Affiliation(s)
- Jenna A Dombroski
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Monika Antunovic
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Kerry R Schaffer
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee
| | - Paula J Hurley
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
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Lopez-Cavestany M, Wright OA, Cassidy AM, Carter AT, King MR. Dual Affinity Nanoparticles for the Transport of Therapeutics from Carrier Cells to Target Cells under Physiological Flow Conditions. ACS Omega 2023; 8:42748-42761. [PMID: 38024679 PMCID: PMC10652824 DOI: 10.1021/acsomega.3c05605] [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] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/06/2023] [Accepted: 10/19/2023] [Indexed: 12/01/2023]
Abstract
In this study, a novel two-stage nanoparticle delivery platform was developed based on the dual functionalization of a liposome with moieties that have fundamentally different strengths of adhesion and binding kinetics. The essential concept of this system is that the nanoparticles are designed to loosely bind to the carrier cell until they come into contact with the target cell, to which they bind with greater strength. This allows the nanoparticle to be transferred from one cell to another, circulating for longer periods of time in the blood and delivering the therapeutic agent to the target circulating tumor cell. Liposomes were prepared using the lipid cake and extrusion technique, then functionalized with E-selectin (ES), anti-cell surface vimentin antibody fragments, and TRAIL via click chemistry. The binding of dual affinity (DA) liposomes was confirmed with the neutrophil-like cell line PLB985, the colorectal cancer cell line HCT116, and healthy granulocytes isolated from peripheral whole blood under physiologically relevant fluid shear stress (FSS) in a cone-and-plate viscometer. Transfer of the DA liposomes from PLB985 to HCT116 cells under FSS was greater compared to all of the control liposome formulations. Additionally, DA liposomes demonstrated enhanced apoptotic effects on HCT116 cells in whole blood under FSS, surpassing the efficacy of the ES/TRAIL liposomes previously developed by the King Lab.
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Affiliation(s)
- Maria Lopez-Cavestany
- Department of Biomedical
Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Olivia A. Wright
- Department of Biomedical
Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Ava M. Cassidy
- Department of Biomedical
Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Alexandria T. Carter
- Department of Biomedical
Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Michael R. King
- Department of Biomedical
Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
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Dombroski JA, Rowland SJ, Fabiano AR, Knoblauch SV, Hope JM, King MR. Fluid shear stress enhances dendritic cell activation. Immunobiology 2023; 228:152744. [PMID: 37729773 PMCID: PMC10841200 DOI: 10.1016/j.imbio.2023.152744] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/25/2023] [Accepted: 09/11/2023] [Indexed: 09/22/2023]
Abstract
Ex vivo activation of dendritic cells (DCs) has been widely explored for targeted therapies, although these treatments remain expensive. Reducing treatment costs while enhancing cell activation could help to make immunotherapies more accessible. Cells can be activated by both internal and external forces including fluid shear stress (FSS). FSS activates cells via opening of mechanosensitive ion channels. In this study, dendritic cells were activated by sustained exposure to circulatory levels of fluid shear stress using a cone-and-plate flow device and analyzed for activation markers. After 1 h of shear stress exposure, an increase in cytokine release was present in immortalized cells as well as phosphorylation of the proteins NF-κB and cFos in primary DCs. Changes in DC morphology, metabolism and proliferation were also observed. These compelling new findings point to the potential for using FSS to activate DCs for ex vivo therapeutics.
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Affiliation(s)
- Jenna A Dombroski
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN 37212, United States
| | - Schyler J Rowland
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN 37212, United States
| | - Abigail R Fabiano
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN 37212, United States
| | - Samantha V Knoblauch
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN 37212, United States
| | - Jacob M Hope
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN 37212, United States
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, 2414 Highland Ave, Nashville, TN 37212, United States.
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Gaelen JI, King MR, Hajduk J, Vargas A, Krodel DJ, Shah RD, Benzon HA. Ultrasound-Guided Occipital Nerve Blocks as Part of Multi-Modal Perioperative Analgesia in Pediatric Posterior Craniotomies: A Case Series. Children (Basel) 2023; 10:1374. [PMID: 37628373 PMCID: PMC10453530 DOI: 10.3390/children10081374] [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] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/17/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023]
Abstract
Various regional anesthetics have been used for postoperative analgesia for pediatric craniotomy. In this case series, we report retrospectively collected data on postoperative pain and analgesic use in 44 patients who received ultrasound-guided occipital nerve blocks in addition to intravenous analgesic agents for posterior craniotomy procedures. In the immediate post-anesthesia care unit, pain was rated as zero or well controlled in 77% of patients, with only 43% requiring intravenous or demand patient-controlled analgesia opioids. There were no block-related complications. Occipital nerve blocks may constitute a safe and effective component of multimodal analgesia in this population.
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Affiliation(s)
- Jordan I. Gaelen
- Department of Pediatric Anesthesiology, Ann and Robert H. Lurie Children’s Hospital of Chicago, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
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11
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King MR. Outsourcing Your Faculty Application to ChatGPT: Would this Work? Should this Work? Cell Mol Bioeng 2023; 16:423-426. [PMID: 37811001 PMCID: PMC10550881 DOI: 10.1007/s12195-023-00777-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2023] Open
Affiliation(s)
- Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
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12
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King MR, McCarty OJT, Clyne AM. The 2023 Young Innovators of Cellular and Molecular Bioengineering. Cell Mol Bioeng 2023; 16:241-242. [PMID: 37810995 PMCID: PMC10550879 DOI: 10.1007/s12195-023-00785-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2023] Open
Affiliation(s)
- Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235 USA
| | - Owen J. T. McCarty
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 South Bond Ave, Portland, OR 97239 USA
| | - Alisa Morss Clyne
- Fischell Department of Bioengineering, University of Maryland, 4224 A. James Clark Hall, College Park, MD 20742 USA
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13
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Kohs TCL, Clarin SN, Carter RG, Mundorff K, Imoukhuede PI, Ramamurthi A, Bao G, King MR, McCarty OJT. Correction: Innovation and Entrepreneurship in Promotion and Tenure in Biomedical Engineering. Cell Mol Bioeng 2023; 16:187. [PMID: 37456785 PMCID: PMC10338405 DOI: 10.1007/s12195-023-00768-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/18/2023] Open
Abstract
[This corrects the article DOI: 10.1007/s12195-023-00767-x.].
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Affiliation(s)
- Tia C. L. Kohs
- Department of Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland, OR USA
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 S. Bond Avenue, Portland, OR 97239 USA
| | - Samuel N. Clarin
- Department of Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland, OR USA
| | - Rich G. Carter
- Department of Chemistry, College of Science, Oregon State University, Corvallis, OR USA
| | - Karl Mundorff
- Office of Research, Oregon State University, Corvallis, OR USA
| | - Princess I. Imoukhuede
- Department of Bioengineering, College of Engineering, School of Medicine, University of Washington, Seattle, WA USA
| | - Anand Ramamurthi
- Department of Bioengineering, P.C. Rossin College of Engineering and Applied Science, Lehigh University, Bethlehem, PA USA
| | - Gang Bao
- Department of Bioengineering, George R. Brown School of Engineering, Rice University, Houston, TX USA
| | - Michael R. King
- Department of Biomedical Engineering, School of Engineering, Vanderbilt University, Nashville, TN USA
| | - Owen J. T. McCarty
- Department of Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland, OR USA
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 S. Bond Avenue, Portland, OR 97239 USA
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14
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Kohs TCL, Clarin SN, Carter RG, Mundorff K, Imoukhuede PI, Ramamurthi A, Bao G, King MR, McCarty OJT. Innovation and Entrepreneurship in Promotion and Tenure in Biomedical Engineering: Communication from the Biomedical Engineering Society Long Range Planning Committee. Cell Mol Bioeng 2023; 16:181-185. [PMID: 37456787 PMCID: PMC10338410 DOI: 10.1007/s12195-023-00767-x] [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] [Indexed: 07/18/2023] Open
Abstract
Promotion and tenure (P&T) remain the central tenets of academia. The criteria for P&T both create and reflect the mission of an institution. The discipline of biomedical engineering is built upon the invention and translation of tools to address unmet clinical needs. 'Broadening the bar' for P&T to include efforts in innovation, entrepreneurship, and technology-based transfer (I/E/T) will require establishing the criteria and communication of methodology for their evaluation. We surveyed the department chairs across the fields of biomedical and bioengineering to understand the state-of-the-art in incorporation, evaluation, and definition of I/E/T as applied to the P&T process. The survey results reflected a commitment to increasing and respecting I/E/T activities as part of the P&T criteria. This was balanced by an equally strong desire for improving the education and policy for evaluating I/E/T internally as well as externally. The potential for 'broadening the bar' for P&T to include I/E/T activities in biomedical engineering may serve as an example for other fields in engineering and applied sciences, and a template for potential inclusion of additional efforts such as diversity, equity, and inclusion (DEI) into the pillars of scholarship, education, and service.
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Affiliation(s)
- Tia C. L. Kohs
- Department of Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland, OR USA
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 S. Bond Avenue, Portland, OR 97239 USA
| | - Samuel N. Clarin
- Department of Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland, OR USA
| | - Rich G. Carter
- Department of Chemistry, College of Science, Oregon State University, Corvallis, OR USA
| | - Karl Mundorff
- Office of Research, Oregon State University, Corvallis, OR USA
| | - Princess I. Imoukhuede
- Department of Bioengineering, College of Engineering, School of Medicine, University of Washington, Seattle, WA USA
| | - Anand Ramamurthi
- Department of Bioengineering, P.C. Rossin College of Engineering and Applied Science, Lehigh University, Bethlehem, PA USA
| | - Gang Bao
- Department of Bioengineering, George R. Brown School of Engineering, Rice University, Houston, TX USA
| | - Michael R. King
- Department of Biomedical Engineering, School of Engineering, Vanderbilt University, Nashville, TN USA
| | - Owen J. T. McCarty
- Department of Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland, OR USA
- Department of Biomedical Engineering, Oregon Health & Science University, 3303 S. Bond Avenue, Portland, OR 97239 USA
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15
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Knoblauch S, Desai SH, Dombroski JA, Sarna NS, Hope JM, King MR. Chemical Activation and Mechanical Sensitization of Piezo1 Enhance TRAIL-Mediated Apoptosis in Glioblastoma Cells. ACS Omega 2023; 8:16975-16986. [PMID: 37214705 PMCID: PMC10193566 DOI: 10.1021/acsomega.3c00705] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 04/19/2023] [Indexed: 05/24/2023]
Abstract
Glioblastoma multiforme (GBM), the most common and aggressive type of primary brain tumor, has a mean survival of less than 15 months after standard treatment. Treatment with the current standard of care, temozolomide (TMZ), may be ineffective if damaged tumor cells undergo DNA repair or acquire mutations that inactivate transcription factor p53. Tumor necrosis factor-related apoptosis-inducing ligand (TRAIL) triggers apoptosis in multiple tumor types, while evading healthy cells, through a transcription-independent mechanism. GBM is particularly resistant to TRAIL, but studies have found that the mechanoreceptor Piezo1 can be activated under static conditions via Yoda1 agonist to induce TRAIL sensitization in other cancer cell lines. This study examines the effects and the mechanism of chemical and mechanical activation of Piezo1, via Yoda1 and fluid shear stress (FSS) stimulation, on TRAIL-mediated apoptosis in GBM cells. Here, we demonstrate that Yoda1 + TRAIL and FSS + TRAIL combination therapies significantly increase apoptosis in two GBM cell lines relative to controls. Further, cells known to be resistant to TMZ were found to have higher levels of Piezo1 expression and were more susceptible to TRAIL sensitization by Piezo1 activation. The combinatory Yoda1 + TRAIL treatment significantly decreased cell viability in TMZ-resistant GBM cells when compared to treatment with both low and high doses of TMZ. The results of this study suggest the potential of a highly specific and minimally invasive approach to overcome TMZ resistance in GBM by sensitizing cancer cells to TRAIL treatment via chemical or mechanical activation of Piezo1.
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Affiliation(s)
- Samantha
V. Knoblauch
- Department
of Neuroscience, Vanderbilt University, 2301 Vanderbilt Place, Nashville, Tennessee 37235, United States
- Department
of Biomedical Engineering, Vanderbilt University, 2301 Vanderbilt Place, Nashville, Tennessee 37235, United States
| | - Shanay H. Desai
- Department
of Neuroscience, Vanderbilt University, 2301 Vanderbilt Place, Nashville, Tennessee 37235, United States
- Department
of Biomedical Engineering, Vanderbilt University, 2301 Vanderbilt Place, Nashville, Tennessee 37235, United States
| | - Jenna A. Dombroski
- Department
of Biomedical Engineering, Vanderbilt University, 2301 Vanderbilt Place, Nashville, Tennessee 37235, United States
| | - Nicole S. Sarna
- Department
of Biomedical Engineering, Vanderbilt University, 2301 Vanderbilt Place, Nashville, Tennessee 37235, United States
| | - Jacob M. Hope
- Department
of Biomedical Engineering, Vanderbilt University, 2301 Vanderbilt Place, Nashville, Tennessee 37235, United States
| | - Michael R. King
- Department
of Biomedical Engineering, Vanderbilt University, 2301 Vanderbilt Place, Nashville, Tennessee 37235, United States
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16
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Lopez-Cavestany M, Hahn SB, Hope JM, Reckhorn NT, Greenlee JD, Schwager SC, VanderBurgh JA, Reinhart-King CA, King MR. Matrix stiffness induces epithelial-to-mesenchymal transition via Piezo1-regulated calcium flux in prostate cancer cells. iScience 2023; 26:106275. [PMID: 36950111 PMCID: PMC10025097 DOI: 10.1016/j.isci.2023.106275] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [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: 06/07/2022] [Revised: 01/21/2023] [Accepted: 02/18/2023] [Indexed: 02/27/2023] Open
Abstract
Cells utilize calcium channels as one of the main signaling mechanisms to sense changes in the extracellular space and convert these changes to intracellular signals. Calcium regulates several key signaling networks, such as the induction of EMT. The current study expands on the understanding of how EMT is controlled via the mechanosensitive calcium channel Piezo1 in cancerous cells, which senses changes in the extracellular matrix stiffness. We model the biophysical environment of healthy and cancerous prostate tissue using polyacrylamide gels of different stiffnesses. Significant increases in calcium steady-state concentration, vimentin expression, and aspect ratio, and decreases in E-cadherin expression were observed by increasing matrix stiffness and also after treatment with Yoda1, a chemical agonist of Piezo1. Overall, this study concludes that Piezo1-regulated calcium flux plays a role in prostate cancer cell metastatic potential by sensing changes in ECM stiffness and modulating EMT markers.
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Affiliation(s)
- Maria Lopez-Cavestany
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
| | - Su Bin Hahn
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
| | - Jacob M. Hope
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
| | - Noah T. Reckhorn
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
| | - Joshua D. Greenlee
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
| | - Samantha C. Schwager
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
| | - Jacob A. VanderBurgh
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
| | | | - Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235, USA
- Corresponding author
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17
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Zhang Z, King MR. Neutralization of the new coronavirus by extracting their spikes using engineered liposomes. Nanomedicine 2023; 50:102674. [PMID: 37054806 PMCID: PMC10085972 DOI: 10.1016/j.nano.2023.102674] [Citation(s) in RCA: 1] [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] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 03/19/2023] [Accepted: 03/28/2023] [Indexed: 04/15/2023]
Abstract
The devastating COVID-19 pandemic motivates the development of safe and effective antivirals to reduce morbidity and mortality associated with infection. We developed nanoscale liposomes that are coated with the cell receptor of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus that causes COVID-19. Lentiviral particles pseudotyped with the spike protein of SARS-CoV-2 were constructed and used to test the virus neutralization potential of the engineered liposomes. Under TEM, we observed for the first time a dissociation of spike proteins from the pseudovirus surface when the pseudovirus was purified. The liposomes potently inhibit viral entry into host cells by extracting the spike proteins from the pseudovirus surface. As the receptor on the liposome surface can be readily changed to target other viruses, the receptor-coated liposome represents a promising strategy for broad spectrum antiviral development.
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Affiliation(s)
- Zhenjiang Zhang
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37212, USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37212, USA.
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18
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King MR. Can Bard, Google's Experimental Chatbot Based on the LaMDA Large Language Model, Help to Analyze the Gender and Racial Diversity of Authors in Your Cited Scientific References? Cell Mol Bioeng 2023; 16:175-179. [PMID: 37096072 PMCID: PMC10121931 DOI: 10.1007/s12195-023-00761-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2023] Open
Abstract
There is a growing recognition that scientific articles featuring women and people of color as first and last (senior) author are undercited in the literature relative to male and non-minority race authors. Some limited tools now exist to analyze the diversity of manuscript bibliographies, with acknowledged limitations. Recently the journal editors and publications chair of the Biomedical Engineering Society have recommended that authors include an optional "Citation Diversity Statement" in their articles, however adoption of this practice has, to date, been slow. Inspired by the current excitement and enthusiasm for artificial intelligence (AI) large language model chatbots, I sought to determine whether Google's new Bard chatbot could be used to assist authors in this process. It was determined that the Bard technology is not yet up to this task, however, by showing some modest improvement in the fidelity of references, combined with the not-yet realized live search capabilities, the author is nevertheless optimistic that this technology can one day be utilized for this purpose as it continues to improve.
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Affiliation(s)
- Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
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19
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King MR. A Place for Large Language Models in Scientific Publishing, Apart from Credited Authorship. Cell Mol Bioeng 2023; 16:95-98. [PMID: 37096067 PMCID: PMC10121920 DOI: 10.1007/s12195-023-00765-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2023] Open
Affiliation(s)
- Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
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20
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Cummings Joyner AK, King MR, Safranek C, Parvathinathan G, De Souza E, Anderson TA. Health Care Burden Associated With Adolescent Prolonged Opioid Use After Surgery. Anesth Analg 2023; 136:317-326. [PMID: 35726884 DOI: 10.1213/ane.0000000000006111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Prolonged opioid use after surgery (POUS), defined as the filling of at least 1 opioid prescription filled between 90 and 180 days after surgery, has been shown to increase health care costs and utilization in adult populations. However, its economic burden has not been studied in adolescent patients. We hypothesized that adolescents with POUS would have higher health care costs and utilization than non-POUS patients. METHODS Opioid-naive patients 12 to 21 years of age in the United States who received outpatient prescription opioids after surgery were identified from insurance claim data from the Optum Clinformatics Data Mart Database from January 1, 2003, to June 30, 2019. The primary outcomes were total health care costs and visits in the 730-day period after the surgical encounter in patients with POUS versus those without POUS. Multivariable regression analyses were used to determine adjusted health care cost and visit differences. RESULTS A total of 126,338 unique patients undergoing 132,107 procedures were included in the analysis, with 4867 patients meeting criteria for POUS for an incidence of 3.9%. Adjusted mean total health care costs in the 730 days after surgery were $4604 (95% confidence interval [CI], $4027-$5181) higher in patients with POUS than that in non-POUS patients. Patients with POUS had increases in mean adjusted inpatient length of stay (0.26 greater [95% CI, 0.22-0.30]), inpatient visits (0.07 greater [95% CI, 0.07-0.08]), emergency visits (0.96 greater [95% CI, 0.89-1.03]), and outpatient/other visits (5.78 greater [95% CI, 5.37-6.19]) in the 730 days after surgery ( P < .001 for all comparisons). CONCLUSIONS In adolescents, POUS was associated with increased total health care costs and utilization in the 730 days after their surgical encounter. Given the increased health care burden associated with POUS in adolescents, further investigation of preventative measures for high-risk individuals and additional study of the relationship between opioid prescription and outcomes may be warranted.
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Affiliation(s)
| | - Michael R King
- Department of Pediatric Anesthesiology, Ann and Robert H. Lurie Children's Hospital, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Conrad Safranek
- Department of Biology, Stanford University, Stanford, California
| | - Gomathy Parvathinathan
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Elizabeth De Souza
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - T Anthony Anderson
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
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21
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Affiliation(s)
- Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
| | - chatGPT
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
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22
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Affiliation(s)
- Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA.
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23
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King MR, Staffa SJ, Stricker PA, Pérez-Pradilla C, Nelson O, Benzon HA, Goobie SM. Safety of antifibrinolytics in 6583 pediatric patients having craniosynostosis surgery: A decade of data reported from the multicenter Pediatric Craniofacial Collaborative Group. Paediatr Anaesth 2022; 32:1339-1346. [PMID: 35925835 DOI: 10.1111/pan.14540] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Revised: 07/17/2022] [Accepted: 07/21/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Antifibrinolytics such as tranexamic acid and epsilon-aminocaproic acid are effective at reducing blood loss and transfusion in pediatric patients having craniofacial surgery. The Pediatric Craniofacial Collaborative Group has previously reported low rates of seizures and thromboembolic events (equal to no antifibrinolytic given) in open craniofacial surgery. AIMS To query the Pediatric Craniofacial Collaborative Group database to provide an updated antifibrinolytic safety profile in children given that antifibrinolytics have become recommended standard of care in this surgical population. Additionally, we include the population of younger infants having minimally invasive procedures. METHODS Patients in the Pediatric Craniofacial Collaborative Group registry between June 2012 and March 2021 having open craniofacial surgery (fronto-orbital advancement, mid and posterior vault, total cranial vault remodeling, intracranial LeFort III monobloc), endoscopic cranial suture release, and spring mediated cranioplasty were included. The primary outcome is the rate of postoperative complications possibly attributable to antifibrinolytic use (seizures, seizure-like activity, and thromboembolic events) in infants and children undergoing craniosynostosis surgery who did or did not receive antifibrinolytics. RESULTS Forty-five institutions reporting 6583 patients were included. The overall seizure rate was 0.24% (95% CI: 0.14, 0.39%), with 0.20% in the no Antifibrinolytic group and 0.26% in the combined Antifibrinolytic group, with no statistically reported difference. Comparing seizure rates between tranexamic acid (0.22%) and epsilon-aminocaproic acid (0.44%), there was no statistically significant difference (odds ratio = 2.0; 95% CI: 0.6, 6.7; p = .257). Seizure rate was higher in patients greater than 6 months (0.30% vs. 0.18%; p = .327), patients undergoing open procedures (0.30% vs. 0.06%; p = .141), and syndromic patients (0.70% vs. 0.19%; p = .009). CONCLUSIONS This multicenter international experience of pediatric craniofacial surgery reports no increase in seizures or thromboembolic events in those that received antifibrinolytics (tranexamic acid and epsilon-aminocaproic acid) versus those that did not. This report provides further evidence of antifibrinolytic safety. We recommend following pharmacokinetic-based dosing guidelines for administration.
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Affiliation(s)
- Michael R King
- Department of Pediatric Anesthesiology, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Steven J Staffa
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Paul A Stricker
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Carolina Pérez-Pradilla
- Department of Anesthesia, Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Olivia Nelson
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Hubert A Benzon
- Department of Pediatric Anesthesiology, Ann and Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Susan M Goobie
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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d’Arcy R, El Mohtadi F, Francini N, DeJulius CR, Back H, Gennari A, Geven M, Lopez-Cavestany M, Turhan ZY, Yu F, Lee JB, King MR, Kagan L, Duvall CL, Tirelli N. A Reactive Oxygen Species-Scavenging ‘Stealth’ Polymer, Poly(thioglycidyl glycerol), Outperforms Poly(ethylene glycol) in Protein Conjugates and Nanocarriers and Enhances Protein Stability to Environmental and Biological Stressors. J Am Chem Soc 2022; 144:21304-21317. [DOI: 10.1021/jacs.2c09232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Richard d’Arcy
- Laboratory for Polymers and Biomaterials, Fondazione Istituto Italiano di Tecnologia, 16163 Genova, Italy
- Division of Pharmacy and Optometry, School of Health Sciences, University of Manchester, Oxford Road, Manchester M13 9PT, U.K
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Farah El Mohtadi
- Division of Pharmacy and Optometry, School of Health Sciences, University of Manchester, Oxford Road, Manchester M13 9PT, U.K
| | - Nora Francini
- Laboratory for Polymers and Biomaterials, Fondazione Istituto Italiano di Tecnologia, 16163 Genova, Italy
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Carlisle R. DeJulius
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Hyunmoon Back
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, New Jersey 08854, United States
- Center of Excellence for Pharmaceutical Translational Research and Education, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, New Jersey 08854, United States
| | - Arianna Gennari
- Laboratory for Polymers and Biomaterials, Fondazione Istituto Italiano di Tecnologia, 16163 Genova, Italy
| | - Mike Geven
- Laboratory for Polymers and Biomaterials, Fondazione Istituto Italiano di Tecnologia, 16163 Genova, Italy
| | - Maria Lopez-Cavestany
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Zulfiye Yesim Turhan
- Laboratory for Polymers and Biomaterials, Fondazione Istituto Italiano di Tecnologia, 16163 Genova, Italy
- Division of Pharmacy and Optometry, School of Health Sciences, University of Manchester, Oxford Road, Manchester M13 9PT, U.K
| | - Fang Yu
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Jong Bong Lee
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, New Jersey 08854, United States
| | - Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Leonid Kagan
- Department of Pharmaceutics, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, New Jersey 08854, United States
- Center of Excellence for Pharmaceutical Translational Research and Education, Ernest Mario School of Pharmacy, Rutgers, The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, New Jersey 08854, United States
| | - Craig L. Duvall
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Nicola Tirelli
- Laboratory for Polymers and Biomaterials, Fondazione Istituto Italiano di Tecnologia, 16163 Genova, Italy
- Division of Pharmacy and Optometry, School of Health Sciences, University of Manchester, Oxford Road, Manchester M13 9PT, U.K
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King MR, Dong C, Pruitt BL. The 2022 Young Innovators of Cellular and Molecular Bioengineering. Cell Mol Bioeng 2022; 15:353-354. [PMID: 36444343 PMCID: PMC9700530 DOI: 10.1007/s12195-022-00747-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Affiliation(s)
- Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235 USA
| | - Cheng Dong
- Department of Biomedical Engineering, The Pennsylvania State University, 507 Chemical and Biomedical Engineering Building, University Park, PA 16802 USA
| | - Beth L. Pruitt
- Department of Biological Engineering, University of California at Santa Barbara, BioEngineering Building Room 2221, Santa Barbara, CA 93106 USA
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Greenlee JD, King MR. A syngeneic MC38 orthotopic mouse model of colorectal cancer metastasis. Biol Methods Protoc 2022; 7:bpac024. [PMID: 36225595 PMCID: PMC9550231 DOI: 10.1093/biomethods/bpac024] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/09/2022] [Accepted: 09/26/2022] [Indexed: 11/18/2022] Open
Abstract
While subcutaneous tumor models remain the standard for studying drug efficacy in vivo, these tumors rarely metastasize and lack physiological relevance due to differences in the tumor microenvironment, vascularization, immune landscape, and physiological cues associated with the organ of interest. Orthotopic tumors, grown from the organ corresponding with the cancer type, provide a more translational approach to study disease progression and drug efficacy. Utilization of a syngeneic mouse model allows for a complete immune landscape, key for adaptive immunotherapy studies. MC38 and CT26 cells are commonly used murine colorectal cancer cell lines with clinically relevant mutations. While CT26 cells have been orthotopically implanted with high fidelity, successful engraftment of orthotopic MC38 tumors varies greatly between studies. Thus, we have developed a detailed protocol for MC38 orthotopic tumor inoculation via intracecal injection. Nine C57BL/6 mice were injected with 2 × 106 cells into the cecal wall and sacrificed after 7 weeks. Survival after surgery was 100%, and one mouse died before the 7-week study end point from tumor burden and metastatic spread. We observed a successful tumor engraftment rate of 67%. Half of mice presenting with tumors were found to have macroscopic metastatic lesions in clinically relevant foci, including the mesenteric lymph nodes, liver, and peritoneum. These mice also presented with very large tumors and an enlarged spleen. The other half of the mice presented with small, localized tumors that did not metastasize. Herein, we describe tips specific for the intracecal injection of MC38 cells to improve the engraftment rate consistency in this model.
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Affiliation(s)
- Joshua D Greenlee
- Vanderbilt University , Department of Biomedical Engineering, PMB 351631 2301 Vanderbilt Place, Nashville, TN, 37235-1631
| | - Michael R King
- Vanderbilt University , Department of Biomedical Engineering, PMB 351631 2301 Vanderbilt Place, Nashville, TN, 37235-1631
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King MR. Leadership Lessons Learned in Biomedical Engineering. Cell Mol Bioeng 2022; 15:301-302. [PMID: 36119135 PMCID: PMC9474766 DOI: 10.1007/s12195-022-00732-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
- Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
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Ballard HA, Hajduk J, Cheon EC, King MR, Barsuk JH. Clinical and demographic factors associated with pediatric difficult intravenous access in the operating room. Paediatr Anaesth 2022; 32:792-800. [PMID: 35293066 PMCID: PMC9310763 DOI: 10.1111/pan.14438] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 03/08/2022] [Accepted: 03/10/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Pediatric intravenous catheter insertion can be difficult in the operating room due to the technical challenges of small diameter vessels and the need to rapidly gain intravenous access in anesthetized children. Few studies have examined factors associated with difficult vascular access in the operating room, especially accounting for the increased possibility to use ultrasound guidance. AIMS The primary aim of the study was to identify factors associated with pediatric difficult vascular access in the operating room. Our primary hypothesis was that Black race, Hispanic ethnicity, and ultrasound use would be associated with pediatric difficult vascular access. METHODS We performed a retrospective analysis of prospectively collected data from a cohort of pediatric patients who had intravenous catheters inserted in the operating room at an academic tertiary care children's hospital from March 2020 to February 2021. We measured associations among patients who were labeled as having difficult vascular access (>2 attempts at access) with demographic, clinical, and hospital factors. RESULTS 12 728 intravenous catheter insertions were analyzed. Multivariable analysis showed significantly higher odds of difficult vascular access with Black non-Hispanic race (1.43, 95% CI: 1.06-1.93, p = .018), younger age (0.93, 95% CI: 0.89-0.98, p = .005), overweight (1.41, 95% CI: 1.04-1.90, p = .025) and obese body mass index (1.56, 95% 95% CI: 1.12-2.17, p = .008), and American Society of Anesthesiologists physical status III (1.54, 95% CI:1.11-2.13, p = .01). The attending anesthesiologist compared to all other practitioners (certified registered nurse anesthetist: (0.41, 95% CI: 0.31-0.56, p < .001, registered nurse: 0.25, 95% CI: 0.13-0.48, p < .001, trainee: 0.21, 95% CI: 0.17-0.28, p-value <.001 with attending as reference variable) and ultrasound use (2.61, 95% CI: 1.85-3.69, p < .001) were associated with successful intravenous catheter placement. CONCLUSIONS Black non-Hispanic race/ethnicity, younger age, obese/overweight body mass index, American Society of Anesthesiologists physical status III, and ultrasound were all associated with pediatric difficult vascular access in the operating room.
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Affiliation(s)
- Heather A. Ballard
- Department of Pediatric AnesthesiologyAnn & Robert H. Lurie Children's Hospital of ChicagoChicagoIllinoisUSA
| | - John Hajduk
- Department of Pediatric AnesthesiologyAnn & Robert H. Lurie Children's Hospital of ChicagoChicagoIllinoisUSA
| | - Eric C. Cheon
- Department of Pediatric AnesthesiologyAnn & Robert H. Lurie Children's Hospital of ChicagoChicagoIllinoisUSA
| | - Michael R. King
- Department of Pediatric AnesthesiologyAnn & Robert H. Lurie Children's Hospital of ChicagoChicagoIllinoisUSA
| | - Jeffrey H. Barsuk
- Department of MedicineNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
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Taufalele PV, Wang W, Simmons AJ, Southard-Smith AN, Chen B, Greenlee JD, King MR, Lau KS, Hassane DC, Bordeleau F, Reinhart-King CA. Matrix stiffness enhances cancer-macrophage interactions and M2-like macrophage accumulation in the breast tumor microenvironment. Acta Biomater 2022; 163:365-377. [PMID: 35483629 PMCID: PMC9592676 DOI: 10.1016/j.actbio.2022.04.031] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 03/17/2022] [Accepted: 04/20/2022] [Indexed: 02/07/2023]
Abstract
The role of intratumor heterogeneity is becoming increasingly apparent in part due to expansion in single cell technologies. Clinically, tumor heterogeneity poses several obstacles to effective cancer therapy dealing with biomarker variability and treatment responses. Matrix stiffening is known to occur during tumor progression and contribute to pathogenesis in several cancer hallmarks, including tumor angiogenesis and metastasis. However, the effects of matrix stiffening on intratumor heterogeneity have not been thoroughly studied. In this study, we applied single-cell RNA sequencing to investigate the differences in the transcriptional landscapes between stiff and compliant MMTV-PyMT mouse mammary tumors. We found similar compositions of cancer and stromal subpopulations in compliant and stiff tumors but differential intercellular communication and a significantly higher concentration of tumor-promoting, M2-like macrophages in the stiffer tumor microenvironments. Interestingly, we found that cancer cells seeded on stiffer substrates recruited more macrophages. Furthermore, elevated matrix stiffness increased Colony Stimulating Factor 1 (CSF-1) expression in breast cancer cells and reduction of CSF-1 expression on stiffer substrates reduced macrophage recruitment. Thus, our results demonstrate that tissue phenotypes were conserved between stiff and compliant tumors but matrix stiffening altered cell-cell interactions which may be responsible for shifting the phenotypic balance of macrophages residing in the tumor microenvironment towards a pro-tumor progression M2 phenotype. STATEMENT OF SIGNIFICANCE: Cells within tumors are highly heterogeneous, posing challenges with treatment and recurrence. While increased tissue stiffness can promote several hallmarks of cancer, its effects on tumor heterogeneity are unclear. We used single-cell RNA sequencing to investigate the differences in the transcriptional landscapes between stiff and compliant MMTV-PyMT mouse mammary tumors. We found similar compositions of cancer and stromal subpopulations in compliant and stiff tumors but differential intercellular communication and a significantly higher concentration of tumor-promoting, M2-like macrophages in the stiffer tumor microenvironments. Using a biomaterial-based platform, we found that cancer cells seeded on stiffer substrates recruited more macrophages, supporting our in vivo findings. Together, our results demonstrate a key role of matrix stiffness in affecting cell-cell communication and macrophage recruitment.
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Hope JM, Dombroski JA, Pereles RS, Lopez-Cavestany M, Greenlee JD, Schwager SC, Reinhart-King CA, King MR. Fluid shear stress enhances T cell activation through Piezo1. BMC Biol 2022; 20:61. [PMID: 35260156 PMCID: PMC8904069 DOI: 10.1186/s12915-022-01266-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [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: 12/01/2021] [Accepted: 02/25/2022] [Indexed: 12/25/2022] Open
Abstract
Background T cell activation is a mechanical process as much as it is a biochemical process. In this study, we used a cone-and-plate viscometer system to treat Jurkat and primary human T cells with fluid shear stress (FSS) to enhance the activation of the T cells through mechanical means. Results The FSS treatment of T cells in combination with soluble and bead-bound CD3/CD28 antibodies increased the activation of signaling proteins essential for T cell activation, such as zeta-chain-associated protein kinase-70 (ZAP70), nuclear factor of activated T cells (NFAT), nuclear factor kappa B (NF-κB), and AP-1 (activator protein 1). The FSS treatment also enhanced the expression of the cytokines tumor necrosis factor alpha (TNF-α), interleukin 2 (IL-2), and interferon gamma (IFN-γ), which are necessary for sustained T cell activation and function. The enhanced activation of T cells by FSS was calcium dependent. The calcium signaling was controlled by the mechanosensitive ion channel Piezo1, as GsMTx-4 and Piezo1 knockout reduced ZAP70 phosphorylation by FSS. Conclusions These results demonstrate an intriguing new dynamic to T cell activation, as the circulatory system consists of different magnitudes of FSS and could have a proinflammatory role in T cell function. The results also identify a potential pathophysiological relationship between T cell activation and FSS, as hypertension is a disease characterized by abnormal blood flow and is correlated with multiple autoimmune diseases. Supplementary Information The online version contains supplementary material available at 10.1186/s12915-022-01266-7.
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Affiliation(s)
- Jacob M Hope
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN, 37235, USA
| | - Jenna A Dombroski
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN, 37235, USA
| | - Rebecca S Pereles
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN, 37235, USA
| | - Maria Lopez-Cavestany
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN, 37235, USA
| | - Joshua D Greenlee
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN, 37235, USA
| | - Samantha C Schwager
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN, 37235, USA
| | - Cynthia A Reinhart-King
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN, 37235, USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN, 37235, USA.
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King MR, Kumar S, West J. The 2021 Young Innovators of Cellular and Molecular Bioengineering. Cell Mol Bioeng 2021; 14:379-380. [PMID: 34777598 DOI: 10.1007/s12195-021-00709-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
- Michael R King
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235 USA
| | - Sanjay Kumar
- Department of Bioengineering, University of California, 306 Stanley Hall MC #1762, BerkeleyBerkeley, CA 94720 USA
| | - Jennifer West
- School of Engineering, University of Virginia, Thornton Hall A124, 351 McCormick Road, Charlottesville, VA 22904 USA
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Dombroski JA, Hope JM, Sarna NS, King MR. Channeling the Force: Piezo1 Mechanotransduction in Cancer Metastasis. Cells 2021; 10:2815. [PMID: 34831037 PMCID: PMC8616475 DOI: 10.3390/cells10112815] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 10/08/2021] [Accepted: 10/12/2021] [Indexed: 12/25/2022] Open
Abstract
Cancer metastasis is one of the leading causes of death worldwide, motivating research into identifying new methods of preventing cancer metastasis. Recently there has been increasing interest in understanding how cancer cells transduce mechanical forces into biochemical signals, as metastasis is a process that consists of a wide range of physical forces. For instance, the circulatory system through which disseminating cancer cells must transit is an environment characterized by variable fluid shear stress due to blood flow. Cancer cells and other cells can transduce physical stimuli into biochemical responses using the mechanosensitive ion channel Piezo1, which is activated by membrane deformations that occur when cells are exposed to physical forces. When active, Piezo1 opens, allowing for calcium flux into the cell. Calcium, as a ubiquitous second-messenger cation, is associated with many signaling pathways involved in cancer metastasis, such as angiogenesis, cell migration, intravasation, and proliferation. In this review, we discuss the roles of Piezo1 in each stage of cancer metastasis in addition to its roles in immune cell activation and cancer cell death.
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Affiliation(s)
| | | | | | - Michael R. King
- King Lab, Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235, USA; (J.A.D.); (J.M.H.); (N.S.S.)
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Ortiz-Otero N, Marshall JR, Glenn A, Matloubieh J, Joseph J, Sahasrabudhe DM, Messing EM, King MR. TRAIL-coated leukocytes to kill circulating tumor cells in the flowing blood from prostate cancer patients. BMC Cancer 2021; 21:898. [PMID: 34362331 PMCID: PMC8343922 DOI: 10.1186/s12885-021-08589-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [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: 04/14/2020] [Accepted: 07/05/2021] [Indexed: 02/07/2023] Open
Abstract
Background Radical surgery is the first line treatment for localized prostate cancer (PC), however, several studies have demonstrated that surgical procedures induce tumor cell mobilization from the primary tumor into the bloodstream. Methods The number and temporal fluctuations of circulating tumor cells (CTC), cancer associated fibroblasts (CAF) and CTC cluster present in each blood sample was determined. Results The results show that both CTC and CTC cluster levels significantly increased immediately following primary tumor resection, but returned to baseline within 2 weeks post-surgery. In contrast, the CAF level decreased over time. In patients who experienced PC recurrence within months after resection, CTC, CAF, and cluster levels all increased over time. Based on this observation, we tested the efficacy of an experimental TNF-related apoptosis-inducing ligand (TRAIL)-based liposomal therapy ex-vivo to induce apoptosis in CTC in blood. The TRAIL-based therapy killed approximately 75% of single CTCs and CTC in cluster form. Conclusion Collectively, these data indicate that CTC cluster and CAF levels can be used as a predictive biomarker for cancer recurrence. Moreover, for the first time, we demonstrate the efficacy of our TRAIL-based liposomal therapy to target and kill prostate CTC in primary patient blood samples, suggesting a potential new adjuvant therapy to use in combination with surgery. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08589-8.
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Affiliation(s)
- Nerymar Ortiz-Otero
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14850, USA
| | - Jocelyn R Marshall
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14850, USA
| | - Antonio Glenn
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37202, USA
| | - Jubin Matloubieh
- The University of Rochester Medical Center, Rochester, NY, 14642, USA
| | - Jean Joseph
- The University of Rochester Medical Center, Rochester, NY, 14642, USA
| | | | - Edward M Messing
- The University of Rochester Medical Center, Rochester, NY, 14642, USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37202, USA.
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34
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Greenlee JD, Lopez-Cavestany M, Ortiz-Otero N, Liu K, Subramanian T, Cagir B, King MR. Oxaliplatin resistance in colorectal cancer enhances TRAIL sensitivity via death receptor 4 upregulation and lipid raft localization. eLife 2021; 10:e67750. [PMID: 34342264 PMCID: PMC8331188 DOI: 10.7554/elife.67750] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 07/12/2021] [Indexed: 11/13/2022] Open
Abstract
Colorectal cancer (CRC) remains a leading cause of cancer death, and its mortality is associated with metastasis and chemoresistance. We demonstrate that oxaliplatin-resistant CRC cells are sensitized to TRAIL-mediated apoptosis. Oxaliplatin-resistant cells exhibited transcriptional downregulation of caspase-10, but this had minimal effects on TRAIL sensitivity following CRISPR-Cas9 deletion of caspase-10 in parental cells. Sensitization effects in oxaliplatin-resistant cells were found to be a result of increased DR4, as well as significantly enhanced DR4 palmitoylation and translocation into lipid rafts. Raft perturbation via nystatin and resveratrol significantly altered DR4/raft colocalization and TRAIL sensitivity. Blood samples from metastatic CRC patients were treated with TRAIL liposomes, and a 57% reduction of viable circulating tumor cells (CTCs) was observed. Increased DR4/lipid raft colocalization in CTCs was found to correspond with increased oxaliplatin resistance and increased efficacy of TRAIL liposomes. To our knowledge, this is the first study to investigate the role of lipid rafts in primary CTCs.
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Affiliation(s)
- Joshua D Greenlee
- Vanderbilt University, Department of Biomedical Engineering PMBNashvilleUnited States
| | - Maria Lopez-Cavestany
- Vanderbilt University, Department of Biomedical Engineering PMBNashvilleUnited States
| | - Nerymar Ortiz-Otero
- Vanderbilt University, Department of Biomedical Engineering PMBNashvilleUnited States
| | - Kevin Liu
- Vanderbilt University, Department of Biomedical Engineering PMBNashvilleUnited States
| | - Tejas Subramanian
- Vanderbilt University, Department of Biomedical Engineering PMBNashvilleUnited States
| | - Burt Cagir
- Donald Guthrie Foundation (DGF) for Research and Education SayreSayreUnited States
| | - Michael R King
- Vanderbilt University, Department of Biomedical Engineering PMBNashvilleUnited States
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35
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Lavin J, Studer A, Thompson D, Ida J, Rastatter J, Manisha P, Huetteman P, Hoeman E, Duggan S, Birmingham P, King MR, Billings K. Reduction in Pediatric Ambulatory Adenotonsillectomy Length of Stay Using Clinical Care Guidelines. Laryngoscope 2021; 131:2610-2615. [PMID: 33979452 DOI: 10.1002/lary.29577] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 03/19/2021] [Revised: 04/07/2021] [Accepted: 04/09/2021] [Indexed: 01/08/2023]
Abstract
OBJECTIVE Standardization of postoperative care using clinical care guidelines (CCG) improves quality by minimizing unwarranted variation. It is unknown whether CCGs impact patient throughput in outpatient adenotonsillectomy (T&A). We hypothesize that CCG implementation is associated with decreased postoperative length of stay (LOS) in outpatient T&A. METHODS A multidisciplinary team was assembled to design and implement a T&A CCG. Standardized discharge criteria were established, including goal fluid intake and parental demonstration of medication administration. An order set was created that included a hard stop for discharge timeframe with choices "meets criteria," "4-hour observation," and "overnight stay." Consensus was achieved in June 2018, and the CCG was implemented in October 2018. Postoperative LOS for patients discharged the same day was tracked using control chart analysis with standard definitions for centerline shift being utilized. Trends in discharge timeframe selection were also followed. RESULTS Between July 2015 and August 2017, the average LOS was 4.82 hours. This decreased to 4.39 hours in September 2017 despite no known interventions and remained stable for 17 months. After CCG implementation, an initial trend toward increased LOS was followed by centerline shifts to 3.83 and 3.53 hours in March and October 2019, respectively. Selection of the "meets criteria" discharge timeframe increased over time after CCG implementation (R2 = 0.38 P = .003). CONCLUSIONS Implementation of a CCG with standardized discharge criteria was associated with shortened postoperative LOS in outpatient T&A. Concurrently, surgeons shifted practice to discharge patients upon meeting criteria rather than after a designated timeframe. LEVEL OF EVIDENCE NA Laryngoscope, 2021.
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Affiliation(s)
- Jennifer Lavin
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A.,Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, U.S.A
| | - Abbey Studer
- Center for Quality and Safety, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A
| | - Dana Thompson
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A.,Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, U.S.A
| | - Jonathan Ida
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A.,Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, U.S.A
| | - Jeff Rastatter
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A.,Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, U.S.A
| | - Patel Manisha
- Center for Quality and Safety, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A
| | - Patricia Huetteman
- Department of Data Analytics and Reporting, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A
| | - Erin Hoeman
- Department of Pediatric Anesthesiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A
| | - Sarah Duggan
- Department of Pediatric Anesthesiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A
| | - Patrick Birmingham
- Department of Pediatric Anesthesiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A.,Department of Anesthesiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, U.S.A
| | - Michael R King
- Department of Pediatric Anesthesiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A.,Department of Anesthesiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, U.S.A
| | - Kathleen Billings
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, U.S.A.,Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, U.S.A
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Hapach LA, Carey SP, Schwager SC, Taufalele PV, Wang W, Mosier JA, Ortiz-Otero N, McArdle TJ, Goldblatt ZE, Lampi MC, Bordeleau F, Marshall JR, Richardson IM, Li J, King MR, Reinhart-King CA. Phenotypic Heterogeneity and Metastasis of Breast Cancer Cells. Cancer Res 2021; 81:3649-3663. [PMID: 33975882 DOI: 10.1158/0008-5472.can-20-1799] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 02/02/2021] [Accepted: 05/05/2021] [Indexed: 11/16/2022]
Abstract
Although intratumoral genomic heterogeneity can impede cancer research and treatment, less is known about the effects of phenotypic heterogeneities. To investigate the role of cell migration heterogeneities in metastasis, we phenotypically sorted metastatic breast cancer cells into two subpopulations based on migration ability. Although migration is typically considered to be associated with metastasis, when injected orthotopically in vivo, the weakly migratory subpopulation metastasized significantly more than the highly migratory subpopulation. To investigate the mechanism behind this observation, both subpopulations were assessed at each stage of the metastatic cascade, including dissemination from the primary tumor, survival in the circulation, extravasation, and colonization. Although both subpopulations performed each step successfully, weakly migratory cells presented as circulating tumor cell (CTC) clusters in the circulation, suggesting clustering as one potential mechanism behind the increased metastasis of weakly migratory cells. RNA sequencing revealed weakly migratory subpopulations to be more epithelial and highly migratory subpopulations to be more mesenchymal. Depletion of E-cadherin expression from weakly migratory cells abrogated metastasis. Conversely, induction of E-cadherin expression in highly migratory cells increased metastasis. Clinical patient data and blood samples showed that CTC clustering and E-cadherin expression are both associated with worsened patient outcome. This study demonstrates that deconvolving phenotypic heterogeneities can reveal fundamental insights into metastatic progression. More specifically, these results indicate that migratory ability does not necessarily correlate with metastatic potential and that E-cadherin promotes metastasis in phenotypically sorted breast cancer cell subpopulations by enabling CTC clustering. SIGNIFICANCE: This study employs phenotypic cell sorting for migration to reveal a weakly migratory, highly metastatic breast cancer cell subpopulation regulated by E-cadherin, highlighting the dichotomy between cancer cell migration and metastasis.
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Affiliation(s)
- Lauren A Hapach
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York.,Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Shawn P Carey
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York
| | - Samantha C Schwager
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Paul V Taufalele
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Wenjun Wang
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Jenna A Mosier
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Nerymar Ortiz-Otero
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York
| | | | - Zachary E Goldblatt
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York
| | - Marsha C Lampi
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York
| | - Francois Bordeleau
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee.,CHU de Québec-Université Laval Research Center, Université Laval Cancer Research Center, Québec, Canada
| | - Jocelyn R Marshall
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York
| | - Isaac M Richardson
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Jiahe Li
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
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Grayson KA, Hope JM, Wang W, Reinhart-King CA, King MR. Taxanes Sensitize Prostate Cancer Cells to TRAIL-Induced Apoptotic Synergy via Endoplasmic Reticulum Stress. Mol Cancer Ther 2021; 20:833-845. [PMID: 33632873 PMCID: PMC10789445 DOI: 10.1158/1535-7163.mct-20-0495] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 01/05/2021] [Accepted: 02/18/2021] [Indexed: 11/16/2022]
Abstract
Docetaxel and cabazitaxel are guideline-chemotherapy treatments for metastatic castration-resistant prostate cancer (mCRPC), which comprises the majority of prostate cancer deaths. TNF-related apoptosis inducing ligand (TRAIL) is an anticancer agent that is selectively cytotoxic to cancer cells; however, many human cancers are resistant to TRAIL. In this study, we sensitized androgen-independent and TRAIL-resistant prostate cancer cells to TRAIL-mediated apoptosis via taxane therapy and examined the mechanism of sensitization. DU145 and PC3 cells displayed no significant reduction in cell viability when treated with soluble TRAIL, docetaxel, or cabazitaxel alone indicating that both cell lines are resistant to TRAIL and taxanes individually. Taxane and TRAIL combination synergistically amplified apoptosis strongly suggesting that taxanes sensitize prostate cancer cells to TRAIL. A Jun N-terminal kinases (JNK) inhibitor inhibited apoptosis in treated cells and significantly reduced death receptor expression indicating JNK activation by ER stress sensitizes PCa cells to TRAIL-induced apoptosis by upregulating DR4/DR5 expression. In addition, suppression of C/EBP homologous protein (CHOP) reduced TRAIL sensitization in both cell lines indicating that ER stress-related apoptosis is mediated, in part, by CHOP. Cytochrome c knockdown showed a significant decrease in sensitivity in PC3 cells, but not in Bax-deficient DU145 cells. A computational model was used to simulate apoptosis for cells treated with taxane and TRAIL therapy as demonstrated in in vitro experiments. Pretreatment with taxanes sensitized cells to apoptosis induced by TRAIL-mediated apoptosis, demonstrating that combining TRAIL with ER stress inducers is a promising therapy to reverse TRAIL resistance to treat mCRPC.
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Affiliation(s)
- Korie A Grayson
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Jacob M Hope
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Wenjun Wang
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | | | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee.
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Crews DW, Dombroski JA, King MR. Prophylactic Cancer Vaccines Engineered to Elicit Specific Adaptive Immune Response. Front Oncol 2021; 11:626463. [PMID: 33869008 PMCID: PMC8044825 DOI: 10.3389/fonc.2021.626463] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [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: 11/05/2020] [Accepted: 03/11/2021] [Indexed: 12/12/2022] Open
Abstract
Vaccines have been used to prevent and eradicate different diseases for over 200 years, and new vaccine technologies have the potential to prevent many common illnesses. Cancer, despite many advances in therapeutics, is still the second leading causes of death in the United States. Prophylactic, or preventative, cancer vaccines have the potential to reduce cancer prevalence by initiating a specific immune response that will target cancer before it can develop. Cancer vaccines can include many different components, such as peptides and carbohydrates, and be fabricated for delivery using a variety of means including through incorporation of stabilizing chemicals like polyethylene glycol (PEG) and pan-DR helper T-lymphocyte epitope (PADRE), fusion with antigen-presenting cells (APCs), microneedle patches, and liposomal encapsulation. There are currently five cancer vaccines used in the clinic, protecting against either human papillomavirus (HPV) or hepatitis B virus (HBV), and preventing several different types of cancer including cervical and oral cancer. Prophylactic cancer vaccines can promote three different types of adaptive responses: humoral (B cell, or antibody-mediated), cellular (T cell) or a combination of the two types. Each vaccine has its advantages and challenges at eliciting an adaptive immune response, but these prophylactic cancer vaccines in development have the potential to prevent or delay tumor development, and reduce the incidence of many common cancers.
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Affiliation(s)
- Davis W Crews
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
| | - Jenna A Dombroski
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
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Grayson KA, Jyotsana N, Ortiz-Otero N, King MR. Overcoming TRAIL-resistance by sensitizing prostate cancer 3D spheroids with taxanes. PLoS One 2021; 16:e0246733. [PMID: 33661931 PMCID: PMC7932526 DOI: 10.1371/journal.pone.0246733] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 01/25/2021] [Indexed: 11/18/2022] Open
Abstract
Three-dimensional spheroid cultures have been shown to better physiologically mimic the cell-cell and cell-matrix interactions that occur in solid tumors more than traditional 2D cell cultures. One challenge in spheroid production is forming and maintaining spheroids of uniform size. Here, we developed uniform, high-throughput, multicellular spheroids that self-assemble using microwell plates. DU145 and PC3 cells were cultured as 2D monolayers and 3D spheroids to compare sensitization of TRAIL-resistance cancer cells to TRAIL mediated apoptosis via chemotherapy based on dimensionality. Monocultured monolayers and spheroids were treated with soluble TRAIL alone (24 hr), DTX or CBZ alone (24 hr), or a combination of taxane and TRAIL (24 + 24 hr) to determine the effectiveness of taxanes as TRAIL sensitizers. Upon treatment with soluble TRAIL or taxanes solely, monolayer cells and spheroids exhibited no significant reduction in cell viability compared to the control, indicating that both cell lines are resistant to TRAIL and taxane alone in 2D and 3D. Pretreatment with CBZ or DTX followed by TRAIL synergistically amplified apoptosis in 2D and 3D DU145 cell cultures. PC3 spheroids were more resistant to the combination therapy, displaying a more additive effect in the DTX + TRAIL group compared to 2D. There was a downregulation of DR4/5 expression in spheroid form compared to monolayers in each cell line. Additionally, normal fibroblasts (NFs) and cancer-associated fibroblasts (CAFs) were cocultured with both PCa cell lines as spheroids to determine if CAFs confer additional resistance to chemotherapy. We determined that co-cultured spheroids show similar drug resistance to monocultured spheroids when treated with taxane plus TRAIL treatment. Collectively, these findings suggest how the third dimension and cocultures of different cell types effect the sensitization of androgen-independent prostate cancer cells to TRAIL, suggesting therapeutic targets that could overcome TRAIL-resistance in metastatic castration-resistant prostate cancer (mCRPC).
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Affiliation(s)
- Korie A. Grayson
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York, United States of America
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Nidhi Jyotsana
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Nerymar Ortiz-Otero
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York, United States of America
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, United States of America
- * E-mail:
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Hope JM, Bersi MR, Dombroski JA, Clinch AB, Pereles RS, Merryman WD, King MR. Circulating prostate cancer cells have differential resistance to fluid shear stress-induced cell death. J Cell Sci 2021; 134:jcs.251470. [PMID: 33526716 PMCID: PMC7929932 DOI: 10.1242/jcs.251470] [Citation(s) in RCA: 9] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 01/15/2021] [Indexed: 12/13/2022] Open
Abstract
Circulating tumor cells (CTCs) are exposed to fluid shear stress (FSS) of greater than 1000 dyn/cm2 (100 Pa) in circulation. Normally, CTCs that are exposed to FSS of this magnitude die. However, some CTCs develop resistance to this FSS, allowing them to colonize distant organs. We explored how prostate CTCs can resist cell death in response to forces of this magnitude. The DU145, PC3 and LNCaP human prostate cancer cell lines were used to represent cells of different metastatic origins. The cell lines were briefly treated with an average FSS of 3950 dyn/cm2 (395 Pa) using a 30 G needle and a syringe pump. DU145 cells had no change in cell viability, PC3 cells had some cell death and LNCaP cells exhibited significant cell death. These cell death responses correlated with increased cell membrane damage, less efficient membrane repair and increased stiffness. Additionally, FSS treatment prevented the LNCaP FSS-sensitive cell line from forming a growing tumor in vivo. This suggests that these properties play a role in FSS resistance and could represent potential targets for disrupting blood-borne metastasis. Summary: Prostate cancer cells have different sensitivities to fluid forces that alter their resistance to elevated blood flow-level fluid shear stress.
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Affiliation(s)
- Jacob M Hope
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235, USA
| | - Matthew R Bersi
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235, USA
| | - Jenna A Dombroski
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235, USA
| | - Andrea B Clinch
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235, USA
| | - Rebecca S Pereles
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235, USA
| | - W David Merryman
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235, USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235, USA
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Greenlee JD, Subramanian T, Liu K, King MR. Rafting Down the Metastatic Cascade: The Role of Lipid Rafts in Cancer Metastasis, Cell Death, and Clinical Outcomes. Cancer Res 2021; 81:5-17. [PMID: 32999001 PMCID: PMC7952000 DOI: 10.1158/0008-5472.can-20-2199] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [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: 07/07/2020] [Revised: 09/01/2020] [Accepted: 09/21/2020] [Indexed: 11/16/2022]
Abstract
Lipid rafts are tightly packed, cholesterol- and sphingolipid-enriched microdomains within the plasma membrane that play important roles in many pathophysiologic processes. Rafts have been strongly implicated as master regulators of signal transduction in cancer, where raft compartmentalization can promote transmembrane receptor oligomerization, shield proteins from enzymatic degradation, and act as scaffolds to enhance intracellular signaling cascades. Cancer cells have been found to exploit these mechanisms to initiate oncogenic signaling and promote tumor progression. This review highlights the roles of lipid rafts within the metastatic cascade, specifically within tumor angiogenesis, cell adhesion, migration, epithelial-to-mesenchymal transition, and transendothelial migration. In addition, the interplay between lipid rafts and different modes of cancer cell death, including necrosis, apoptosis, and anoikis, will be described. The clinical role of lipid raft-specific proteins, caveolin and flotillin, in assessing patient prognosis and evaluating metastatic potential of various cancers will be presented. Collectively, elucidation of the complex roles of lipid rafts and raft components within the metastatic cascade may be instrumental for therapeutic discovery to curb prometastatic processes.
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Affiliation(s)
- Joshua D Greenlee
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Tejas Subramanian
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Kevin Liu
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee.
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Zhang Z, Patel SB, King MR. Micelle-in-Liposomes for Sustained Delivery of Anticancer Agents That Promote Potent TRAIL-Induced Cancer Cell Apoptosis. Molecules 2020; 26:E157. [PMID: 33396409 PMCID: PMC7795772 DOI: 10.3390/molecules26010157] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 12/22/2020] [Accepted: 12/29/2020] [Indexed: 11/16/2022] Open
Abstract
Tumor necrosis factor (TNF)-related apoptosis-inducing ligand (TRAIL) induces cancer cell-specific apoptosis and has garnered intense interest as a promising agent for cancer treatment. However, the development of TRAIL has been hampered in part because most human cancer cells are resistant to TRAIL. A few small molecules including natural compounds such as piperlongumine (PL) have been reported to sensitize cancer cells to TRAIL. We prepared a novel type of nanomaterial, micelle-in-liposomes (MILs) for solubilization and delivery of PL. PL-loaded MILs were used to sensitize cancer cells to TRAIL. As visualized by cryo-TEM, micelles were successfully loaded inside the aqueous core of liposomes. The MILs increased the water solubility of PL by ~20 fold. A sustained PL release from MILs in physiologically relevant buffer over 7 days was achieved, indicating that the liposomes prevented premature drug release from the micelles in the MILs. Also demonstrated is a potent synergistic apoptotic effect in cancer cells by PL MILs in conjunction with liposomal TRAIL. MILs provide a new formulation and delivery vehicle for hydrophobic anticancer agents, which can be used alone or in combination with TRAIL to promote cancer cell death.
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Affiliation(s)
| | | | - Michael R. King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37212, USA; (Z.Z.); (S.B.P.)
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Rosenbloom JM, King MR, Anderson TA. Doing more and doing better: improving racial and ethnic disparities research in anaesthesiology. Br J Anaesth 2020; 126:e66-e68. [PMID: 33256991 DOI: 10.1016/j.bja.2020.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 10/24/2020] [Accepted: 11/02/2020] [Indexed: 11/19/2022] Open
Affiliation(s)
- Julia M Rosenbloom
- Department of Anesthesia, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA.
| | - Michael R King
- Department of Pediatric Anesthesiology, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA; Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Thomas A Anderson
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
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King MR, Peyton S, Simon SI. The 2020 Young Innovators of Cellular and Molecular Bioengineering. Cell Mol Bioeng 2020; 13:391-392. [PMID: 33184572 DOI: 10.1007/s12195-020-00659-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Affiliation(s)
- Michael R King
- Department of Biomedical Engineering, Vanderbilt University, 5824 Stevenson Center, Nashville, TN 37235 USA
| | - Shelly Peyton
- Department of Chemical Engineering, University of Massachusetts Amherst, N531 Life Sciences Laboratories, 240 Thatcher Rd, Amherst, MA 01003-9364 USA
| | - Scott I Simon
- Department of Biomedical Engineering, University of California, Davis, 451 E. Health Sciences Dr., GBSF, Room 3313, Davis, CA 95616 USA
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Ortiz-Otero N, Marshall JR, Lash BW, King MR. Platelet mediated TRAIL delivery for efficiently targeting circulating tumor cells. Nanoscale Adv 2020; 2:3942-3953. [PMID: 36132797 PMCID: PMC9419179 DOI: 10.1039/d0na00271b] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 07/22/2020] [Indexed: 05/09/2023]
Abstract
Several studies have demonstrated the role of platelets in promoting cancer metastasis. Platelets bind to and protect circulating tumor cells (CTCs) from hemodynamic forces and immune cells, and also promote tumor cell arrest in the vasculature and extravasation. Thus, platelets represent a promising vehicle to deliver anticancer therapeutic agents to CTCs. In this study, we developed a novel platelet-mediated TNF-related apoptosis inducing ligand (TRAIL) delivery system to target CTCs and hinder metastasis via "in situ" platelet modification. This platelet-mediated TRAIL delivery significantly reduced the viability of colorectal and breast cancer cells circulating in flowing blood under physiological shear conditions. TRAIL-coated platelets significantly killed over 60% of CTCs in flowing blood from a variety of primary metastatic cancer samples. Platelets have been considered an important player in the regulation of metastasis due to their interaction with cancer cells in the circulation; the current study supports the idea of using platelet-based TRAIL delivery as a promising CTC-targeted cancer therapy.
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Affiliation(s)
- Nerymar Ortiz-Otero
- Meinig School of Biomedical Engineering, Cornell University Ithaca NY 14850 USA
| | - Jocelyn R Marshall
- Meinig School of Biomedical Engineering, Cornell University Ithaca NY 14850 USA
| | | | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University Nashville TN 37202 USA
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Ortiz-Otero N, Marshall JR, Lash B, King MR. Chemotherapy-induced release of circulating-tumor cells into the bloodstream in collective migration units with cancer-associated fibroblasts in metastatic cancer patients. BMC Cancer 2020; 20:873. [PMID: 32917154 PMCID: PMC7488506 DOI: 10.1186/s12885-020-07376-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Accepted: 09/02/2020] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND Recent studies have shown that chemotherapy destabilizes the blood vasculature and increases circulating tumor cell (CTC) influx into the circulation of metastatic cancer patients (Met-pa). CTCs are a precursor of cancer metastasis, in which they can migrate as single CTCs or as CTC clusters with stromal cells such as cancer-associated fibroblasts (CAFs) as cell aggregates. METHODS Blood samples were collected from 52 Met-pa, and the number of CTC and CAF was determined along with the temporal fluctuation of these through the chemotherapy treatment. RESULTS In this study, CTC level was found to increase two-fold from the initial level after 1 cycle of chemotherapy and returned to baseline after 2 cycles of chemotherapy. Importantly, we determined for the first time that circulating CAF levels correlate with worse prognosis and a lower probability of survival in Met-pa. Based on the CTC release induced by chemotherapy, we evaluated the efficacy of our previously developed cancer immunotherapy to eradicate CTCs from Met-pa blood using an ex vivo approach and demonstrate this could kill over 60% of CTCs. CONCLUSION Collectively, we found that CAF levels in Met-pa serve as a predictive biomarker for cancer prognosis. Additionally, we demonstrate the efficacy of our therapy to kill primary CTCs for a range of cancer types, supporting its potential use as an anti-metastasis therapy in the clinical setting.
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Affiliation(s)
- Nerymar Ortiz-Otero
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14850, USA
| | - Jocelyn R Marshall
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14850, USA
| | - Bradley Lash
- Guthrie Clinical Research Center, Sayre, PA, 18840, USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, 37235, USA.
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King MR, De Souza E, Rosenbloom JM, Wang E, Anderson TA. Association Between Race and Ethnicity in the Delivery of Regional Anesthesia for Pediatric Patients: A Single-Center Study of 3189 Regional Anesthetics in 25,664 Surgeries. Anesth Analg 2020; 131:255-262. [PMID: 31569162 DOI: 10.1213/ane.0000000000004456] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Racial and ethnic disparities in health care are well documented in the United States, although evidence of disparities in pediatric anesthesia is limited. We sought to determine whether there is an association between race and ethnicity and the use of intraoperative regional anesthesia at a single academic children's hospital. METHODS We performed a retrospective review of all anesthetics at an academic tertiary children's hospital between May 4, 2014, and May 31, 2018. The primary outcome was delivery of regional anesthesia, defined as a neuraxial or peripheral nerve block. The association between patient race and ethnicity (white non-Hispanic or minority) and receipt of regional anesthesia was assessed using multivariable logistic regression. Sensitivity analyses were performed comparing white non-Hispanic to an expansion of the single minority group to individual racial and ethnic groups and on patients undergoing surgeries most likely to receive regional anesthesia (orthopedic and urology patients). RESULTS Of 33,713 patient cases eligible for inclusion, 25,664 met criteria for analysis. Three-thousand one-hundred eighty-nine patients (12.4%) received regional anesthesia. One thousand eighty-six of 8884 (13.3%) white non-Hispanic patients and 2003 of 16,780 (11.9%) minority patients received regional anesthesia. After multivariable adjustment for confounding, race and ethnicity were not found to be significantly associated with receiving intraoperative regional anesthesia (adjusted odds ratios [ORs] = 0.95; 95% confidence interval [CI], 0.86-1.06; P = .36). Sensitivity analyses did not find significant differences between the white non-Hispanic group and individual races and ethnicities, nor did they find significant differences when analyzing only orthopedic and urology patients, despite observing some meaningful clinical differences. CONCLUSIONS In an analysis of patients undergoing surgical anesthesia at a single academic children's hospital, race and ethnicity were not significantly associated with the adjusted ORs of receiving intraoperative regional anesthesia. This finding contrasts with much of the existing health care disparities literature and warrants further study with additional datasets to understand the mechanisms involved.
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Affiliation(s)
- Michael R King
- From the Department of Pediatric Anesthesiology, Ann and Robert H. Lurie Children's Hospital of Chicago and Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Elizabeth De Souza
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Julia M Rosenbloom
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Ellen Wang
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - T Anthony Anderson
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, California
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Abstract
Background NETosis is an innate immune response elicited by activated neutrophils to fight microbial infections. Activated neutrophils release DNA fibers decorated with anti-microbial proteins called neutrophil extracellular traps (NETs) into the extracellular space to trap and kill surrounding microbes. Methods Here, we show that tumor-derived IL-8 released by cancer cells also activates the release of NETs. Until now, there have been no existing technologies that leverage NETs as an anti-tumor drug delivery vehicle. In this study, we demonstrate the re-engineering of neutrophils to express an apoptosis-inducing chimeric protein, supercharged eGFP-TRAIL, on NETs that can ensnare and kill tumor cells while retaining their anti-microbial capabilities. Results We observed significant TRAIL-induced apoptosis in tumor cells captured by TRAIL-decorated NETs. Conclusions This work demonstrates NETs as a promising technology to deliver protein in response to local cytokine signals.
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Affiliation(s)
- Thong M Cao
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN 37235 USA
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Abstract
Millions of people are being infected with COVID-19 around the globe. Though the majority of them will recover, cancer patients remain at a higher risk to SARS-CoV-2 infection and its related severe outcomes. Understanding how viruses contribute to human cancers provides us with new opportunities for preventing or treating virus-associated cancers. However, a limited amount of research has been done to date in the context of how viral infections impact cancer at the cellular level and vice versa. Therefore, in light of the COVID-19 global infection, this review highlights the need for better understanding of the biology of viral infections in cancer patients, to enable novel therapies to co-target viral infections and cancer.
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Affiliation(s)
- Nidhi Jyotsana
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN USA
| | - Michael R King
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN USA
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