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Henderson IM, Benevidez AD, Mowry CD, Watt J, Bachand GD, Kirk ML, Dokładny K, DeAguero J, Escobar GP, Wagner B. Precipitation of gadolinium from magnetic resonance imaging contrast agents may be the Brass tacks of toxicity. Magn Reson Imaging 2025; 119:110383. [PMID: 40064247 DOI: 10.1016/j.mri.2025.110383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2025] [Revised: 02/19/2025] [Accepted: 03/05/2025] [Indexed: 03/15/2025]
Abstract
The formation of gadolinium-rich nanoparticles in multiple tissues from intravenous magnetic resonance imaging contrast agents may be the initial step in rare earth metallosis. The mechanism of gadolinium-induced diseases is poorly understood, as is how these characteristic nanoparticles are formed. Gadolinium deposition has been observed with all magnetic resonance imaging contrast agent brands. Aside from endogenous metals and acidic conditions, little attention has been paid to the role of the biological milieu in the degradation of magnetic resonance imaging contrast agents into nanoparticles. Herein, we describe the decomposition of the commercial magnetic resonance imaging contrast agents Omniscan and Dotarem in the presence of oxalic acid, a well-known endogenous compound. Omniscan dechelated rapidly and preluded measurement by the means available, while Dotarem underwent a two-step decomposition process. The decomposition of both magnetic resonance imaging contrast agents by oxalic acid formed gadolinium oxalate (Gd2[C2O4]3, Gd2Ox3). Furthermore, both observed steps of the Dotarem reaction involved the associative addition of oxalic acid. Adding protein (bovine serum albumin) increased the rate of dechelation. Displacement reactions could occur at lysosomal pH. Through these studies, we have demonstrated that magnetic resonance imaging contrast agents can be dissociated by endogenous molecules, thus illustrating a metric by which gadolinium-based contrast agents (GBCAs) might be destabilized in vivo.
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Affiliation(s)
- Ian M Henderson
- Kidney Institute of New Mexico, University of New Mexico Health Sciences Center, Albuquerque, NM, USA; New Mexico VA Health Care System, Albuquerque, NM, USA
| | - Angelica D Benevidez
- Department of Chemical & Biological Engineering and Center for Microengineered Materials, University of New Mexico, Albuquerque, NM, USA
| | - Curtis D Mowry
- University of New Mexico, Department of Chemistry and Chemical Biology, Albuquerque, NM, USA
| | - John Watt
- Los Alamos National Laboratory, Center for Integrated Nanotechnologies, Albuquerque, NM, USA
| | - George D Bachand
- Sandia National Laboratories, Center for Integrated Nanotechnologies, Albuquerque, NM, USA
| | - Martin L Kirk
- University of New Mexico, Department of Chemistry and Chemical Biology, Albuquerque, NM, USA
| | - Karol Dokładny
- Kidney Institute of New Mexico, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Joshua DeAguero
- Kidney Institute of New Mexico, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - G Patricia Escobar
- Kidney Institute of New Mexico, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Brent Wagner
- Kidney Institute of New Mexico, University of New Mexico Health Sciences Center, Albuquerque, NM, USA; New Mexico VA Health Care System, Albuquerque, NM, USA.
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2
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Coimbra S, Rocha S, Viana SD, Rebelo R, Rocha-Pereira P, Lousa I, Valente MJ, Catarino C, Belo L, Bronze-da-Rocha E, Reis F, Santos-Silva A. Gadoteric Acid and Gadolinium: Exploring Short- and Long-Term Effects on Healthy Animals. J Xenobiot 2025; 15:34. [PMID: 40126252 PMCID: PMC11932278 DOI: 10.3390/jox15020034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Revised: 02/13/2025] [Accepted: 02/19/2025] [Indexed: 03/25/2025] Open
Abstract
Regarding the safety of gadolinium (Gd (III))-based contrast agents, we aimed to evaluate the short- and long-term effects following a single exposure to gadoteric acid (DOTA) or to free Gd (III) using animal models. Biomarkers of kidney injury, inflammation, iron metabolism, dyslipidemia, hepatic and hematologic disturbances and kidney histopathological and differential gene expression (DGE) analyses were evaluated. In the short-term study, compared to the controls, exposure to Gd (III) was associated with higher inflammation; changes in lipid, iron and hepatic metabolisms; hematological alterations; and kidney damage. Exposure to DOTA revealed changes in hematological, lipid and hepatic biomarkers. In the long-term study, compared to the controls, exposure to Gd (III) or to DOTA showed much fewer changes than the short-term exposure. Comparing the kidney gene expression of Gd (III) or DOTA exposure versus the control, we found clearly different DGE patterns and a lower number of differently expressed genes in the long-term study, for both compounds. Our data show that a single-dose exposure to these compounds induces several short-term changes which over time return to normal or are sustained, although with less severity, especially in the case of DOTA.
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Affiliation(s)
- Susana Coimbra
- UCIBIO i4HB, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal
- UCIBIO i4HB, Translational Toxicology Research Laboratory, University Institute of Health Sciences (1H-TOXRUN, IUCS-CESPU), Avenida Central de Gandra 1317, 4585-116 Gandra, Portugal
| | - Susana Rocha
- UCIBIO i4HB, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal
| | - Sofia D Viana
- Institute of Pharmacology & Experimental Therapeutics & Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3000-548 Coimbra, Portugal
- ESTESC-Coimbra Health School, Polytechnic Institute of Coimbra, 3046-854 Coimbra, Portugal
- H&TRC-Health and Technology Research Center, Coimbra Health School, Polytechnic University of Coimbra, 3046-854 Coimbra, Portugal
| | - Rute Rebelo
- UCIBIO i4HB, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal
| | - Petronila Rocha-Pereira
- UCIBIO i4HB, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal
- Health Science Research Centre, University of Beira Interior, 6201-506 Covilhã, Portugal
| | - Irina Lousa
- UCIBIO i4HB, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal
| | - Maria João Valente
- National Food Institute, Technical University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Cristina Catarino
- UCIBIO i4HB, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal
| | - Luís Belo
- UCIBIO i4HB, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal
| | - Elsa Bronze-da-Rocha
- UCIBIO i4HB, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal
| | - Flávio Reis
- Institute of Pharmacology & Experimental Therapeutics & Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3000-548 Coimbra, Portugal
| | - Alice Santos-Silva
- UCIBIO i4HB, Faculdade de Farmácia, Universidade do Porto, 4050-313 Porto, Portugal
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3
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Mahgoub M, Fan J, Concepcion L, Tanner SB, Adams K, Widmer RJ. Current updates in radiocontrast-associated acute kidney injury. Proc AMIA Symp 2024; 37:938-944. [PMID: 39440097 PMCID: PMC11492685 DOI: 10.1080/08998280.2024.2395765] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 07/15/2024] [Accepted: 08/14/2024] [Indexed: 10/25/2024] Open
Abstract
Contrast-associated acute kidney injury (CA-AKI) is an abrupt decline in kidney function occurring after a recent exposure to iodinated radiocontrast media. CA-AKI presents as elevated serum creatinine level or decreased urine output. CA-AKI is the third leading cause of inpatient AKI. The incidence of CA-AKI varies according to patient population characteristics, ranging from 5% in the general population to as high as 30% in special populations with preexisting comorbidities such as diabetes mellitus, cardiovascular disease, and chronic kidney disease. The development of CA-AKI places a heavy toll on patients and the healthcare system secondary to increased patient morbidity, mortality, hospital length of stay, readmission risk, and healthcare cost. Patients undergoing cardiac catheterization are of special interest, since they have higher risk of developing CA-AKI and its associated complications. The recognition, prevention, and management of CA-AKI has improved over the past few years with the introduction of fluid management guidelines, using less nephrotoxic radiocontrast media, and preprocedural CA-AKI risk assessment. Future advancements in patients' CA-AKI risk stratification and early detection will facilitate prompt initiation of mitigation treatment plans and decrease associated complications.
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Affiliation(s)
- Mohammed Mahgoub
- Division of Nephrology, Baylor University Medical Center, Dallas, Texas, USA
| | - Jerry Fan
- Division of Cardiology, Baylor Scott and White Medical Center – Temple, Temple, Texas, USA
| | - Luis Concepcion
- Division of Nephrology and Hypertension, Baylor Scott and White Medical Center – Temple, Temple, Texas, USA
| | - Stephan B. Tanner
- Division of Nephrology and Hypertension, Baylor Scott and White Medical Center – Temple, Temple, Texas, USA
| | - Kadilee Adams
- Division of Cardiology, Baylor Scott and White Medical Center – Temple, Temple, Texas, USA
| | - Robert J. Widmer
- Division of Cardiology, Baylor Scott and White Medical Center – Temple, Temple, Texas, USA
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Cunningham A, Kirk M, Hong E, Yang J, Howard T, Brearley A, Sáenz-Trevizo A, Krawchuck J, Watt J, Henderson I, Dokladny K, DeAguero J, Escobar GP, Wagner B. The safety of magnetic resonance imaging contrast agents. FRONTIERS IN TOXICOLOGY 2024; 6:1376587. [PMID: 39188505 PMCID: PMC11345262 DOI: 10.3389/ftox.2024.1376587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 07/01/2024] [Indexed: 08/28/2024] Open
Abstract
Gadolinium-based contrast agents are increasingly used in clinical practice. While these pharmaceuticals are verified causal agents in nephrogenic systemic fibrosis, there is a growing body of literature supporting their role as causal agents in symptoms associated with gadolinium exposure after intravenous use and encephalopathy following intrathecal administration. Gadolinium-based contrast agents are multidentate organic ligands that strongly bind the metal ion to reduce the toxicity of the metal. The notion that cationic gadolinium dissociates from these chelates and causes the disease is prevalent among patients and providers. We hypothesize that non-ligand-bound (soluble) gadolinium will be exceedingly low in patients. Soluble, ionic gadolinium is not likely to be the initial step in mediating any disease. The Kidney Institute of New Mexico was the first to identify gadolinium-rich nanoparticles in skin and kidney tissues from magnetic resonance imaging contrast agents in rodents. In 2023, they found similar nanoparticles in the kidney cells of humans with normal renal function, likely from contrast agents. We suspect these nanoparticles are the mediators of chronic toxicity from magnetic resonance imaging contrast agents. This article explores associations between gadolinium contrast and adverse health outcomes supported by clinical reports and rodent models.
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Affiliation(s)
- Amy Cunningham
- School of Medicine, University of New Mexico Health Science Center, Albuquerque, NM, United States
| | - Martin Kirk
- Department of Chemistry and Chemical Biology, University of New Mexico, Albuquerque, NM, United States
| | - Emily Hong
- School of Medicine, University of New Mexico Health Science Center, Albuquerque, NM, United States
| | - Jing Yang
- Department of Chemistry and Chemical Biology, University of New Mexico, Albuquerque, NM, United States
| | - Tamara Howard
- Cell Biology and Physiology, University of New Mexico Health Science Center, Albuquerque, NM, United States
| | - Adrian Brearley
- Department of Earth and Planetary Sciences, University of New Mexico, Albuquerque, NM, United States
| | - Angelica Sáenz-Trevizo
- Department of Earth and Planetary Sciences, University of New Mexico, Albuquerque, NM, United States
| | - Jacob Krawchuck
- Sandia National Laboratory, Center for Integrated Nanotechnologies, Albuquerque, NM, United States
| | - John Watt
- Los Alamos National Laboratory, Center for Integrated Nanotechnologies, Albuquerque, NM, United States
| | | | - Karol Dokladny
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Kidney Institute of New Mexico, Albuquerque, NM, United States
| | - Joshua DeAguero
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Kidney Institute of New Mexico, Albuquerque, NM, United States
| | - G. Patricia Escobar
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Kidney Institute of New Mexico, Albuquerque, NM, United States
| | - Brent Wagner
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Kidney Institute of New Mexico, Albuquerque, NM, United States
- New Mexico VA Healthcare System, Research Service, Albuquerque, NM, United States
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Coimbra S, Rocha S, Sousa NR, Catarino C, Belo L, Bronze-da-Rocha E, Valente MJ, Santos-Silva A. Toxicity Mechanisms of Gadolinium and Gadolinium-Based Contrast Agents-A Review. Int J Mol Sci 2024; 25:4071. [PMID: 38612881 PMCID: PMC11012457 DOI: 10.3390/ijms25074071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 03/28/2024] [Accepted: 03/30/2024] [Indexed: 04/14/2024] Open
Abstract
Gadolinium-based contrast agents (GBCAs) have been used for more than 30 years to improve magnetic resonance imaging, a crucial tool for medical diagnosis and treatment monitoring across multiple clinical settings. Studies have shown that exposure to GBCAs is associated with gadolinium release and tissue deposition that may cause short- and long-term toxicity in several organs, including the kidney, the main excretion organ of most GBCAs. Considering the increasing prevalence of chronic kidney disease worldwide and that most of the complications following GBCA exposure are associated with renal dysfunction, the mechanisms underlying GBCA toxicity, especially renal toxicity, are particularly important. A better understanding of the gadolinium mechanisms of toxicity may contribute to clarify the safety and/or potential risks associated with the use of GBCAs. In this work, a review of the recent literature concerning gadolinium and GBCA mechanisms of toxicity was performed.
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Affiliation(s)
- Susana Coimbra
- 1H-TOXRUN—1H-Toxicology Research Unit, University Institute of Health Sciences, Cooperativa de Ensino Superior Politécnico e Universitário (CESPU), Advanced Polytechnic and University Cooperative, CRL, 4585-116 Gandra, Portugal
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
- UCIBIO—Applied Molecular Biosciences Unit, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
| | - Susana Rocha
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
- UCIBIO—Applied Molecular Biosciences Unit, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
| | - Nícia Reis Sousa
- Departamento de Ciências e Tecnologia da Saúde, Instituto Superior Politécnico de Benguela, Benguela, Angola
| | - Cristina Catarino
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
- UCIBIO—Applied Molecular Biosciences Unit, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
| | - Luís Belo
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
- UCIBIO—Applied Molecular Biosciences Unit, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
| | - Elsa Bronze-da-Rocha
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
- UCIBIO—Applied Molecular Biosciences Unit, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
| | - Maria João Valente
- National Food Institute, Technical University of Denmark, Kongens Lyngby, 2800 Copenhagen, Denmark
| | - Alice Santos-Silva
- Associate Laboratory i4HB—Institute for Health and Bioeconomy, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
- UCIBIO—Applied Molecular Biosciences Unit, Department of Biological Sciences, Faculdade de Farmácia da Universidade do Porto, 4050-313 Porto, Portugal
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Lee Y, Kim J, Kwon S, Jeong JC, Joo KW, Oh KH. The need for prophylactic hemodialysis to protect against nephrogenic systemic fibrosis in patients with end-stage renal disease receiving gadolinium-based contrast agents. Acta Radiol 2023; 64:2492-2496. [PMID: 37128169 DOI: 10.1177/02841851231171660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
BACKGROUND The risk of gadolinium (Gd)-based contrast agent (GBCA)-induced nephrogenic systemic fibrosis (NSF) in patients with end-stage renal disease (ESRD) and the efficacy of prophylactic hemodialysis (HD) for protection against NSF are not well understood or summarized in the literature. PURPOSE To determine the risk for NSF related to frequency and time per dialysis session after Gd-magnetic resonance imaging (MRI) by emphasizing the safety of Gd-MRI in patients with ESRD. MATERIAL AND METHODS This retrospective observational study identified all GBCA injections for MRI examinations performed at two tertiary referral hospitals between 2005 and 2020. All clinical data, including dialysis records and medical history, were investigated for each patient through 2021. The end of follow-up coincided with the last hospital visit. RESULTS Overall, 1129 patients with ESRD underwent 1461 Gd-MRI scans (41.5% gadoterate, 39.4% gadobutrol, and 7.7% gadoxetate); a total of 958 patients with 1229 (84.1%) examinations underwent HD on the day of the MRI study, within 2.1 ± 2.0 h (range = 0.2-15.7 h) immediately after Gd exposure. In 53.4% of scans, frequent HD had been performed urgently and then twice more on consecutive days to prophylactically avoid NSF. No cases of NSF were identified during the follow-up period (mean = 81.7 ± 50.5 months) regardless of dose of HD. CONCLUSION No cases of NSF were reported in 1461 Gd-MRI examinations of 1129 inpatients with ESRD on HD. Our findings support the lack of benefit of frequent prophylactic HD being performed urgently within 4 h of the receipt of GBCA.
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Affiliation(s)
- Yeonhee Lee
- Department of Internal Medicine, Uijeongbu Eulji Medical Center, Eulji University, Gyeonggi-do, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Junghoon Kim
- Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, Republic of Korea
| | - Soie Kwon
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Internal Medicine, Chung-Ang University Heukseok Hospital, Seoul, Republic of Korea
| | - Jong Cheol Jeong
- Department of Internal Medicine, Seoul National University Bundang Hospital, Gyeonggi-do, Republic of Korea
| | - Kwon Wook Joo
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Internal Medicine, Chung-Ang University Heukseok Hospital, Seoul, Republic of Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Kook-Hwan Oh
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Internal Medicine, Chung-Ang University Heukseok Hospital, Seoul, Republic of Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
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DeAguero J, Howard T, Kusewitt D, Brearley A, Ali AM, Degnan JH, Jett S, Watt J, Escobar GP, Dokladny K, Wagner B. The onset of rare earth metallosis begins with renal gadolinium-rich nanoparticles from magnetic resonance imaging contrast agent exposure. Sci Rep 2023; 13:2025. [PMID: 36739294 PMCID: PMC9899216 DOI: 10.1038/s41598-023-28666-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 01/23/2023] [Indexed: 02/06/2023] Open
Abstract
The leitmotifs of magnetic resonance imaging (MRI) contrast agent-induced complications range from acute kidney injury, symptoms associated with gadolinium exposure (SAGE)/gadolinium deposition disease, potentially fatal gadolinium encephalopathy, and irreversible systemic fibrosis. Gadolinium is the active ingredient of these contrast agents, a non-physiologic lanthanide metal. The mechanisms of MRI contrast agent-induced diseases are unknown. Mice were treated with a MRI contrast agent. Human kidney tissues from contrast-naïve and MRI contrast agent-treated patients were obtained and analyzed. Kidneys (human and mouse) were assessed with transmission electron microscopy and scanning transmission electron microscopy with X-ray energy-dispersive spectroscopy. MRI contrast agent treatment resulted in unilamellar vesicles and mitochondriopathy in renal epithelium. Electron-dense intracellular precipitates and the outer rim of lipid droplets were rich in gadolinium and phosphorus. We conclude that MRI contrast agents are not physiologically inert. The long-term safety of these synthetic metal-ligand complexes, especially with repeated use, should be studied further.
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Affiliation(s)
- Joshua DeAguero
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque, NM, USA.
- University of New Mexico Health Science Center, Albuquerque, NM, USA.
- New Mexico Veterans Administration Health Care System, Albuquerque, NM, USA.
| | - Tamara Howard
- University of New Mexico Health Science Center, Albuquerque, NM, USA
| | - Donna Kusewitt
- University of New Mexico Health Science Center, Albuquerque, NM, USA
| | - Adrian Brearley
- Department of Earth and Planetary Sciences, University of New Mexico, Albuquerque, NM, USA
| | - Abdul-Mehdi Ali
- Department of Earth and Planetary Sciences, University of New Mexico, Albuquerque, NM, USA
| | - James H Degnan
- Department of Mathematics and Statistics, University of New Mexico, Albuquerque, NM, USA
| | - Stephen Jett
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | - John Watt
- Center for Integrated Nanotechnologies, Los Alamos National Laboratory, Los Alamos, NM, 87545, USA
| | - G Patricia Escobar
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque, NM, USA
- University of New Mexico Health Science Center, Albuquerque, NM, USA
- New Mexico Veterans Administration Health Care System, Albuquerque, NM, USA
| | - Karol Dokladny
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque, NM, USA
- University of New Mexico Health Science Center, Albuquerque, NM, USA
- New Mexico Veterans Administration Health Care System, Albuquerque, NM, USA
| | - Brent Wagner
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque, NM, USA.
- University of New Mexico Health Science Center, Albuquerque, NM, USA.
- New Mexico Veterans Administration Health Care System, Albuquerque, NM, USA.
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8
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Peng W, Kepsch A, Kracht TO, Hasan H, Wijayarathna R, Wahle E, Pleuger C, Bhushan S, Günther S, Kauerhof AC, Planinić A, Fietz D, Schuppe HC, Wygrecka M, Loveland KL, Ježek D, Meinhardt A, Hedger MP, Fijak M. Activin A and CCR2 regulate macrophage function in testicular fibrosis caused by experimental autoimmune orchitis. Cell Mol Life Sci 2022; 79:602. [PMID: 36434305 PMCID: PMC9700630 DOI: 10.1007/s00018-022-04632-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 10/21/2022] [Accepted: 11/13/2022] [Indexed: 11/27/2022]
Abstract
Experimental autoimmune-orchitis (EAO), a rodent model of chronic testicular inflammation and fibrosis, replicates pathogenic changes seen in some cases of human spermatogenic disturbances. During EAO, increased levels of pro-inflammatory and pro-fibrotic mediators such as TNF, CCL2, and activin A are accompanied by infiltration of leukocytes into the testicular parenchyma. Activin A levels correlate with EAO severity, while elevated CCL2 acting through its receptor CCR2 mediates leukocyte trafficking and recruits macrophages. CCR2 + CXCR4 + macrophages producing extracellular matrix proteins contribute widely to fibrogenesis. Furthermore, testicular macrophages (TMs) play a critical role in organ homeostasis. Therefore, we aimed to investigate the role of the activin A/CCL2-CCR2/macrophage axis in the development of testicular fibrosis. Following EAO induction, we observed lower levels of organ damage, collagen deposition, and leukocyte infiltration (including fibronectin+, collagen I+ and CXCR4+ TMs) in Ccr2-/- mice than in WT mice. Furthermore, levels of Il-10, Ccl2, and the activin A subunit Inhba mRNAs were lower in Ccr2-/- EAO testes. Notably, fibronectin+ TMs were also present in biopsies from patients with impaired spermatogenesis and fibrotic alterations. Overexpression of the activin A antagonist follistatin reduced tissue damage and collagen I+ TM accumulation in WT EAO testes, while treating macrophages with activin A in vitro increased the expression of Ccr2, Fn1, Cxcr4, and Mmp2 and enhanced migration along a CCL2 gradient; these effects were abolished by follistatin. Taken together, our data indicate that CCR2 and activin A promote fibrosis during testicular inflammation by regulating macrophage function. Inhibition of CCR2 or activin A protects against damage progression, offering a promising avenue for therapeutic intervention.
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Affiliation(s)
- Wei Peng
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany
| | - Artem Kepsch
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany
| | - Till O Kracht
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany
| | - Hiba Hasan
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany
| | - Rukmali Wijayarathna
- Centre for Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC, Australia
- Department of Molecular and Translational Sciences, Monash University, Clayton, VIC, Australia
| | - Eva Wahle
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany
| | - Christiane Pleuger
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany
| | - Sudhanshu Bhushan
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany
| | - Stefan Günther
- ECCPS Bioinformatics and Deep Sequencing Platform, Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany
| | - A Christine Kauerhof
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany
- Centre for Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC, Australia
| | - Ana Planinić
- Department of Histology and Embryology, School of Medicine, University of Zagreb, Zagreb, Croatia
- Centre of Excellence for Reproductive and Regenerative Medicine, School of Medicine, University of Zagreb, Zagreb, Croatia
| | - Daniela Fietz
- Department of Veterinary Anatomy, Histology and Embryology, Justus Liebig University of Giessen, Giessen, Germany
| | - Hans-Christian Schuppe
- Department of Urology, Paediatric Urology and Andrology, Justus Liebig University of Giessen, Giessen, Germany
| | - Małgorzata Wygrecka
- Center for Infection and Genomics of the Lung, German Center for Lung Research, University of Giessen and Marburg Lung Center, Giessen, Germany
| | - Kate L Loveland
- Centre for Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC, Australia
- Department of Molecular and Translational Sciences, Monash University, Clayton, VIC, Australia
| | - Davor Ježek
- Department of Histology and Embryology, School of Medicine, University of Zagreb, Zagreb, Croatia
- Centre of Excellence for Reproductive and Regenerative Medicine, School of Medicine, University of Zagreb, Zagreb, Croatia
| | - Andreas Meinhardt
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany
- Department of Molecular and Translational Sciences, Monash University, Clayton, VIC, Australia
| | - Mark P Hedger
- Centre for Reproductive Health, Hudson Institute of Medical Research, Clayton, VIC, Australia
- Department of Molecular and Translational Sciences, Monash University, Clayton, VIC, Australia
| | - Monika Fijak
- Department of Anatomy and Cell Biology, Justus Liebig University of Giessen, Aulweg 123, 35392, Giessen, Germany.
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9
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Jackson DB, MacIntyre T, Duarte-Miramontes V, DeAguero J, Escobar GP, Wagner B. Gadolinium Deposition Disease: A Case Report and the Prevalence of Enhanced MRI Procedures Within the Veterans Health Administration. Fed Pract 2022; 39:218-225. [PMID: 35935925 PMCID: PMC9351733 DOI: 10.12788/fp.0258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Background Gadolinium (Gd) usage in the Veterans Health Administration is increasing and patients with renal disease are frequently exposed. Gd is not entirely eliminated within 24 hours after administration, which may pose long-term adverse effects. Case Presentation A Vietnam-era veteran aged > 70 years presented for evaluation of Gd-based contrast agent-induced chronic multisymptom illness. In the course of his routine clinical care, he was exposed to repeated Gd-enhanced magnetic resonance imaging studies. After his second Gd-based contrast agent exposure, he noted rash, pain, headaches, and hoarseness. Years after the exposure to the contrast agents, he continued to have detectable Gd in urine and serum. Conclusions Practitioners should be aware of long-term intracellular Gd retention (including the brain) as patients increasingly turn to consultants with concerns about Gd deposition disease. Data from patient advocates demonstrate that Gd is eliminated in intermediate and long phases, which may represent a multicompartment model. The commercialization of Gd use in imaging studies is outpacing the science addressing the long-term consequences of harboring this alien, toxic, nonphysiologic rare earth metal.
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Affiliation(s)
- D. Bradley Jackson
- New Mexico Veterans Administration Health Care System, Albuquerque,University of New Mexico Health Sciences Center, Albuquerque
| | | | | | - Joshua DeAguero
- New Mexico Veterans Administration Health Care System, Albuquerque,University of New Mexico Health Sciences Center, Albuquerque,Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque
| | - G. Patricia Escobar
- New Mexico Veterans Administration Health Care System, Albuquerque,University of New Mexico Health Sciences Center, Albuquerque,Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque
| | - Brent Wagner
- New Mexico Veterans Administration Health Care System, Albuquerque,University of New Mexico Health Sciences Center, Albuquerque,Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque
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10
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Jacobi A, Ariza de Schellenberger A, Uca YO, Herbig M, Guck J, Sack I. Real-Time Deformability Cytometry Detects Leukocyte Stiffening After Gadolinium-Based Contrast Agent Exposure. Invest Radiol 2021; 56:837-844. [PMID: 34038063 DOI: 10.1097/rli.0000000000000794] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Reports on gadolinium (Gd) retention in soft tissues after administration of Gd-based contrast agents (GBCAs) raise concerns about Gd-induced changes in the biophysical properties of cells and tissues. Here, we investigate if clinical GBCAs of both classes of linear and macrocyclic structure cause changes in the mechanical properties of leukocytes in human blood samples. MATERIAL AND METHODS Real-time deformability cytometry was applied to human blood samples from 6 donors. The samples were treated with 1 mM gadoteric acid (Dotarem), gadopentetic acid (Magnevist), gadobutrol (Gadovist), or Gd trichloride at 37°C for 1 hour to mimic clinical doses of GBCAs and exposure times. Leukocyte subtypes-lymphocytes, monocytes, and neutrophils-were identified based on their size and brightness and analyzed for deformability, which is inversely correlated with cellular stiffness. RESULTS We observed significant stiffening (3%-13%, P < 0.01) of all investigated leukocyte subtypes, which was most pronounced for lymphocytes, followed by neutrophils and monocytes, and the effects were independent of the charge and steric structure of the GBCA applied. In contrast, no changes in cell size and brightness were observed, suggesting that deformability and cell stiffness measured by real-time deformability cytometry are sensitive to changes in the physical phenotypes of leukocytes after GBCA exposure. CONCLUSIONS Real-time deformability cytometry might provide a quantitative blood marker for critical changes in the physical properties of blood cells in patients undergoing GBCA-enhanced magnetic resonance imaging.
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Affiliation(s)
| | - Angela Ariza de Schellenberger
- Department of Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Berlin
| | - Yavuz Oguz Uca
- Department of Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Berlin
| | | | - Jochen Guck
- From the Max Planck Institute for the Science of Light & Max-Planck-Zentrum für Physik und Medizin, Erlangen
| | - Ingolf Sack
- Department of Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Berlin
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11
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Bruno F, DeAguero J, Do C, Lee DY, Tan C, Escobar GP, Wagner B. Overlapping roles of NADPH oxidase 4 for diabetic and gadolinium-based contrast agent-induced systemic fibrosis. Am J Physiol Renal Physiol 2021; 320:F617-F627. [PMID: 33615889 DOI: 10.1152/ajprenal.00456.2020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Dozens of millions of people are exposed to gadolinium-based contrast agents annually for enhanced magnetic resonance imaging. Gadolinium-based contrast agents are known nephrotoxins and can trigger the potentially fatal condition of systemic fibrosis. Risk factors are practically entirely undefined. We examined the role of NADPH oxidase 4 (Nox4) in gadolinium-induced systemic disease. Age- and weight-matched mice were randomized to experimental diabetes (streptozotocin) and control groups followed by systemic gadolinium-based contrast agent treatment. Nox4-deficient mice were randomized to experimental diabetes and gadolinium-based contrast agent treatment. Skin fibrosis and cellular infiltration were apparent in both gadolinium-based contrast agent-treated and experimental diabetes groups. Similarly, both groups demonstrated renal pathologies with evidence of reactive oxygen species generation. Deletion of Nox4 abrogated both skin and renal pathology, whether from diabetes or gadolinium-based contrast agent treatment. These discoveries demonstrate the importance of Nox4 in gadolinium-based contrast agent- and diabetes-induced fibrosis.NEW & NOTEWORTHY A mouse model of gadolinium-based contrast agent- and diabetes-induced fibrosis was used to demonstrate the role of NADPH oxidase 4 (Nox4) in gadolinium-induced systemic disease. Using these models, we established the role of Nox4 as a mediator of reactive oxygen species generation and subsequent skin and kidney fibrosis. These novel findings have defined Nox-4-mediated mechanisms by which gadolinium-based contrast agents induce systemic diseases.
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Affiliation(s)
- Francesca Bruno
- Eboli Hospital "Maria SS Addolorata," UOC of Nephrology and Dialysis, Eboli, Italy
| | - Joshua DeAguero
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque, New Mexico
| | - Catherine Do
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque, New Mexico.,New Mexico Veterans Administration Health Care System, Albuquerque, New Mexico
| | - Doug Yoon Lee
- University of Texas Health System, San Antonio, Texas
| | - Chunyan Tan
- University of Texas Health System, San Antonio, Texas
| | - G Patricia Escobar
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque, New Mexico.,New Mexico Veterans Administration Health Care System, Albuquerque, New Mexico
| | - Brent Wagner
- Kidney Institute of New Mexico, University of New Mexico Health Science Center, Albuquerque, New Mexico.,New Mexico Veterans Administration Health Care System, Albuquerque, New Mexico
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12
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Do C, DeAguero J, Brearley A, Trejo X, Howard T, Escobar GP, Wagner B. Gadolinium-Based Contrast Agent Use, Their Safety, and Practice Evolution. ACTA ACUST UNITED AC 2020; 1:561-568. [PMID: 34423308 DOI: 10.34067/kid.0000272019] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Gadolinium-based contrast agents (GBCAs) have provided much needed image enhancement in magnetic resonance imaging (MRI) important in the advancement of disease diagnosis and treatment. The paramagnetic properties of ionized gadolinium have facilitated these advancements, but ionized gadolinium carries toxicity risk. GBCAs were formulated with organic chelates designed to reduce these toxicity risks from unbound gadolinium ions. They were preferred over iodinated contrast used in computed tomography and considered safe for use. As their use expanded, the development of new diseases associated with their use (including nephrogenic systemic fibrosis) has drawn more attention and ultimately caution with their clinical administration in those with impaired renal function. Use of GBCAs in those with preserved renal function was considered to be safe. However, in this new era with emerging clinical and experimental evidence of brain gadolinium deposition in those with repeated exposure, these safety assumptions are once again brought into question. This review article aims to add new perspectives in thinking about the role of GBCA in current clinical use. The new information begs for further discussion and consideration of the risk-benefit ratio of use of GBCAs.
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Affiliation(s)
- Catherine Do
- Kidney Institute of New Mexico, Albuquerque, New Mexico.,Renal Section, Medicine Service, New Mexico Veterans Administration Health Care System, Albuquerque, New Mexico.,Department of Medicine, University of New Mexico Health Care System, Albuquerque, New Mexico
| | - Joshua DeAguero
- Kidney Institute of New Mexico, Albuquerque, New Mexico.,University of New Mexico Health Sciences Center, Albuquerque, New Mexico
| | - Adrian Brearley
- Department of Earth and Planetary Science, University of New Mexico, Albuquerque, New Mexico
| | | | - Tamara Howard
- University of New Mexico Health Sciences Center, Albuquerque, New Mexico
| | - G Patricia Escobar
- Kidney Institute of New Mexico, Albuquerque, New Mexico.,Renal Section, Medicine Service, New Mexico Veterans Administration Health Care System, Albuquerque, New Mexico.,University of New Mexico Health Sciences Center, Albuquerque, New Mexico
| | - Brent Wagner
- Kidney Institute of New Mexico, Albuquerque, New Mexico.,Renal Section, Medicine Service, New Mexico Veterans Administration Health Care System, Albuquerque, New Mexico.,Department of Medicine, University of New Mexico Health Care System, Albuquerque, New Mexico.,University of New Mexico Health Sciences Center, Albuquerque, New Mexico
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13
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Soloff EV, Wang CL. Safety of Gadolinium-Based Contrast Agents in Patients with Stage 4 and 5 Chronic Kidney Disease: a Radiologist's Perspective. KIDNEY360 2020; 1:123-126. [PMID: 35372905 DOI: 10.34067/kid.0000502019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Erik V Soloff
- Radiology Department, University of Washington, Seattle, Washington
| | - Carolyn L Wang
- Radiology Department, University of Washington, Seattle, Washington
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14
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Ravi S, Sayed CJ. Fibrotic Signaling Pathways of Skin Fibroblasts in Nephrogenic Systemic Fibrosis. CURRENT GERIATRICS REPORTS 2019. [DOI: 10.1007/s13670-019-00306-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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15
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Gadolinium-based contrast agents: Stimulators of myeloid-induced renal fibrosis and major metabolic disruptors. Toxicol Appl Pharmacol 2019; 375:32-45. [PMID: 31082427 DOI: 10.1016/j.taap.2019.05.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 04/30/2019] [Accepted: 05/08/2019] [Indexed: 12/18/2022]
Abstract
Evidence for gadolinium-based contrast agent- (GBCA-) induced disease continues to mount. Risk factors for gadolinium-induced systemic fibrosis are entirely unexplored. Obesity-related renal injury is characterized by activation of glomerular mesangial cells and podocyte damage with alteration of lipid metabolism/lipid accumulation in both cell types resulting in matrix accumulation and eventual progression to glomerulosclerosis. We examined the consequences of GBCA treatment in the kidneys from mice with normal kidney function and the potential interplay between obesity and gadolinium exposure. We found that administration of GBCA (4 weeks) causes significant renal fibrosis and podocyte injury that are associated with metabolic disorders as evidenced by dyslipidemia. Metabolomic analysis demonstrated that renal lipid metabolism and metabolic markers of collagen turnover are significantly altered by gadolinium. GBCA stimulates myeloid-derived fibrocytes to the kidney. Obesity was induced by feeding a group of mice a high fat diet (HFD) for 22 weeks. Groups were sub-randomized to GBCA treatment versus none for 4 weeks before sacrifice. HFD-induced fibrosis and podocyte injury were worsened by GBCA. Similarly, HFD-mediated hyperlipidemia and lipid metabolites were exacerbated by gadolinium. This is the first evidence that GBCA causes significant metabolic disorders and kidney injury in mice without renal insufficiency and that the injurious actions of GBCA are amplified by obesity. The understanding of the functional interplay between gadolinium and obesity will allow the development of therapeutic interventions or the establishment of effective preventive measures to reduce gadolinium- and obesity-mediated renal pathologies.
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16
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Do C, Drel V, Tan C, Lee D, Wagner B. Nephrogenic Systemic Fibrosis Is Mediated by Myeloid C-C Chemokine Receptor 2. J Invest Dermatol 2019; 139:2134-2143.e2. [PMID: 30978353 DOI: 10.1016/j.jid.2019.03.1145] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2018] [Revised: 03/12/2019] [Accepted: 03/25/2019] [Indexed: 12/19/2022]
Abstract
Gadolinium-based contrast agents are implicated in several pathologic abnormalities (long-term retention in vital organs such as the skin and the brain) and are the cause of a sometimes fatal condition in patients, nephrogenic systemic fibrosis. Bone marrow-derived fibrocytes and the monocyte chemoattractant protein-1 inflammatory pathway have been implicated as mediators of the adverse effects induced by gadolinium-based contrast agents. Mechanistic studies are scant; therefore, a mouse model of nephrogenic systemic fibrosis was established. Dermal cellularity was increased in contrast-treated green fluorescent protein (GFP) chimeric mice. GFP in the skin and fibrosis were increased in the contrast-treated chimeric animals. Monocyte chemoattractant protein-1 and C-C chemokine receptor 2 were increased in the tissues from contrast-treated mice. C-C chemokine receptor 2-deficient recipients of GFP-expressing marrow had an abrogation of gadolinium-induced pathology and displayed less GFP-positive cells in the skin. Wild-type animals that received C-C chemokine receptor 2-deficient bone marrow had a complete abrogation of dermal pathology. That GFP levels and expression increase in the skin, in tandem with a fibrocyte marker, supports the blood-borne circulating fibrocyte hypothesis of the disease. As of now, fibrocyte trafficking has yet to be demonstrated. Importantly, our data demonstrate that the monocyte chemoattractant protein-1/C-C chemokine receptor 2 axis plays a critical role in the pathogenesis of nephrogenic systemic fibrosis.
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Affiliation(s)
- Catherine Do
- South Texas Veterans Health Care System, San Antonio, Texas, USA; University of Texas Health Science Center, San Antonio, Texas, USA
| | - Viktor Drel
- University of Texas Health Science Center, San Antonio, Texas, USA
| | - Chunyan Tan
- University of Texas Health Science Center, San Antonio, Texas, USA
| | - Doug Lee
- University of Texas Health Science Center, San Antonio, Texas, USA
| | - Brent Wagner
- Kidney Institute of New Mexico, Albuquerque, New Mexico, USA; University of New Mexico Health Science Center, Albuquerque, New Mexico, USA; New Mexico Veterans Administration Health Care System, Albuquerque, New Mexico, USA.
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