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Dumont ELP, Kaplan PD, Do C, Banerjee S, Barrer M, Ezzedine K, Zippin JH, Varghese GI. A randomized trial of a wearable UV dosimeter for skin cancer prevention. Front Med (Lausanne) 2024; 11:1259050. [PMID: 38495115 PMCID: PMC10940533 DOI: 10.3389/fmed.2024.1259050] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Accepted: 02/20/2024] [Indexed: 03/19/2024] Open
Abstract
Background Non-melanoma skin cancer (NMSC) is the most prevalent cancer in the United States. Despite guidelines on ultraviolet (UV) avoidance, it remains difficult for people to assess their exposure, as UV is invisible and the onset of UV-induced symptoms is delayed. Methods In a prospective randomized trial, 97 elderly patients with a history of actinic keratoses (AK) were followed over 6 months. Fifty patients received UV counseling from a dermatologist and a wearable UV dosimeter that provided real-time and cumulative UV exposure. Forty-seven patients received only UV counseling from a dermatologist. Results Over 75% of participants recorded UV exposure at least once a week during the summer. After 6 months of intervention, when comparing the device group to the control group, we observed a non-significant 20% lower ratio of incidence rates of AKs (95% CI = [-41, 55%], p-value = 0.44) and a significant 95% lower ratio of incidence rates of NMSCs (95% CI = [33, 99.6%], p-value = 0.024). Surveys demonstrated that the control group's score in self-perceived ability to participate in social activities significantly increased by 1.2 (p-value = 0.04), while in the device group, this score non-significantly decreased by 0.9 (p-value = 0.1). We did not observe changes, or between-group differences, in anxiety and depression surveys. Conclusion This pilot clinical trial has a short duration and a small sample size. However, device adherence and quality of life questionnaires suggest a smartphone-connected wearable UV dosimeter is well accepted by an elderly population. This trial also indicates that a wearable UV dosimeter may be an effective behavioral change tool to reduce NMSC incidence in an elderly population with a prior history of AKs.Clinical trial registration: clinicaltrials.gov, identifier NCT03315286.
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Affiliation(s)
- Emmanuel L. P. Dumont
- Shade, Nutley, NJ, United States
- Hackensack Meridian Center for Discovery and Innovation, Nutley, NJ, United States
| | | | - Catherine Do
- Department of Pathology, New York University Langone Health, New York, NY, United States
| | | | - Melissa Barrer
- Department of Dermatology, Weill Cornell Medicine, New York, NY, United States
| | - Khaled Ezzedine
- Department of Dermatology, University Hospital Henri Mondor, Créteil, France
| | - Jonathan H. Zippin
- Department of Dermatology, Weill Cornell Medicine, New York, NY, United States
| | - George I. Varghese
- Department of Dermatology, Weill Cornell Medicine, New York, NY, United States
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Merhi S, Salameh P, Kaplan P, Banerjee S, Lajnef M, Dumont ELP, Ezzedine K. An Ecological Study Indicates the Importance of Ultraviolet A Protection in Sunscreens. Acta Derm Venereol 2021; 101:adv00480. [PMID: 33734423 PMCID: PMC9380272 DOI: 10.2340/00015555-3788] [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] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
The use of sunscreens is recommended to limit the impact of sun exposure on the skin. The objective of this study was to examine the relationship between sunscreen sales and melanoma in 4 different countries with diverse sunscreen regulations. Data from publicly available databases were examined for Sweden, England, Australia, and the USA from 1999 to 2018. The association between incidence of melanoma and sunscreen sales was estimated using a generalized estimating equation, and modelling was used to predict melanoma cases. Incidence of melanoma was positively associated with sunscreen sales in England, Australia, and the USA, and negatively associated with sunscreen sales in Sweden. Growth rates in melanoma cases of 0.42%, 16.7%, 19.1% and 12.2% were predicted for Sweden, England, Australia, and the USA, respectively. The differences observed between England, Australia, and the USA, on the one hand, and Sweden, on the other hand, are consistent with the adoption of strong regulations requiring the use of ultraviolet A blocking agents in sunscreens.
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Affiliation(s)
- Samar Merhi
- Department of Dermatology, Epidemiology in dermatology and evaluation of therapeutics (EpiDermE EA 7379, University Hospital Henri Mondor), University Paris-Est Créteil (UPEC), FR-94010 Créteil, France. E-mail:
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Do C, Dumont ELP, Salas M, Castano A, Mujahed H, Maldonado L, Singh A, DaSilva-Arnold SC, Bhagat G, Lehman S, Christiano AM, Madhavan S, Nagy PL, Green PHR, Feinman R, Trimble C, Illsley NP, Marder K, Honig L, Monk C, Goy A, Chow K, Goldlust S, Kaptain G, Siegel D, Tycko B. Allele-specific DNA methylation is increased in cancers and its dense mapping in normal plus neoplastic cells increases the yield of disease-associated regulatory SNPs. Genome Biol 2020; 21:153. [PMID: 32594908 PMCID: PMC7322865 DOI: 10.1186/s13059-020-02059-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 05/27/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Mapping of allele-specific DNA methylation (ASM) can be a post-GWAS strategy for localizing regulatory sequence polymorphisms (rSNPs). The advantages of this approach, and the mechanisms underlying ASM in normal and neoplastic cells, remain to be clarified. RESULTS We perform whole genome methyl-seq on diverse normal cells and tissues and three cancer types. After excluding imprinting, the data pinpoint 15,112 high-confidence ASM differentially methylated regions, of which 1838 contain SNPs in strong linkage disequilibrium or coinciding with GWAS peaks. ASM frequencies are increased in cancers versus matched normal tissues, due to widespread allele-specific hypomethylation and focal allele-specific hypermethylation in poised chromatin. Cancer cells show increased allele switching at ASM loci, but disruptive SNPs in specific classes of CTCF and transcription factor binding motifs are similarly correlated with ASM in cancer and non-cancer. Rare somatic mutations affecting these same motif classes track with de novo ASM. Allele-specific transcription factor binding from ChIP-seq is enriched among ASM loci, but most ASM differentially methylated regions lack such annotations, and some are found in otherwise uninformative "chromatin deserts." CONCLUSIONS ASM is increased in cancers but occurs by a shared mechanism involving disruptive SNPs in CTCF and transcription factor binding sites in both normal and neoplastic cells. Dense ASM mapping in normal plus cancer samples reveals candidate rSNPs that are difficult to find by other approaches. Together with GWAS data, these rSNPs can nominate specific transcriptional pathways in susceptibility to autoimmune, cardiometabolic, neuropsychiatric, and neoplastic diseases.
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Affiliation(s)
- Catherine Do
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA.
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA.
| | - Emmanuel L P Dumont
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Martha Salas
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Angelica Castano
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Huthayfa Mujahed
- Department of Medicine, Huddinge, Karolinska Institutet, SE-171 77, Stockholm, Sweden
| | - Leonel Maldonado
- Department of Gynecology and Obstetrics, Johns Hopkins Medical Institutions, Baltimore, MD, 21287, USA
| | - Arunjot Singh
- Division of Gastroenterology, Hepatology and Nutrition, Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA
| | - Sonia C DaSilva-Arnold
- Department of Obstetrics and Gynecology, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Govind Bhagat
- Department of Pathology & Cell Biology, Columbia University Medical Center, New York, NY, 10032, USA
- Division of Gastroenterology and Celiac Center, Department of Medicine, Columbia University Medical Center, New York, NY, 10032, USA
| | - Soren Lehman
- Department of Medicine, Huddinge, Karolinska Institutet, SE-171 77, Stockholm, Sweden
| | - Angela M Christiano
- Departments of Dermatology and Genetics and Development, Columbia University Medical Center, New York, NY, 10032, USA
| | - Subha Madhavan
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | | | - Peter H R Green
- Division of Gastroenterology and Celiac Center, Department of Medicine, Columbia University Medical Center, New York, NY, 10032, USA
| | - Rena Feinman
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | - Cornelia Trimble
- Department of Gynecology and Obstetrics, Johns Hopkins Medical Institutions, Baltimore, MD, 21287, USA
| | - Nicholas P Illsley
- Department of Obstetrics and Gynecology, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - Karen Marder
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Medical Center, New York, NY, 10032, USA
- Department of Neurology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Lawrence Honig
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Medical Center, New York, NY, 10032, USA
- Department of Neurology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Catherine Monk
- Departments of Psychiatry and Behavioral Medicine and Obstetrics and Gynecology, Columbia University Medical Center, New York, NY, 10032, USA
| | - Andre Goy
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | - Kar Chow
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | - Samuel Goldlust
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - George Kaptain
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
| | - David Siegel
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA
| | - Benjamin Tycko
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ, 07110, USA.
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, 07601, USA.
- Lombardi Comprehensive Cancer Center of Georgetown University, Washington, DC, 20057, USA.
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Dumont ELP, Tycko B, Do C. CloudASM: an ultra-efficient cloud-based pipeline for mapping allele-specific DNA methylation. Bioinformatics 2020; 36:3558-3560. [PMID: 32119067 PMCID: PMC7267820 DOI: 10.1093/bioinformatics/btaa149] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 01/28/2020] [Accepted: 02/25/2020] [Indexed: 11/13/2022] Open
Abstract
SUMMARY Methods for quantifying the imbalance in CpG methylation between alleles genome-wide have been described but their algorithmic time complexity is quadratic and their practical use requires painstaking attention to infrastructure choice, implementation and execution. To solve this problem, we developed CloudASM, a scalable, ultra-efficient, turn-key, portable pipeline on Google Cloud Platform (GCP) that uses a novel pipeline manager and GCP's serverless enterprise data warehouse. AVAILABILITY AND IMPLEMENTATION CloudASM is freely available in the GitHub repository https://github.com/TyckoLab/CloudASM and a sample dataset and its results are also freely available at https://console.cloud.google.com/storage/browser/cloudasm. CONTACT emmanuel.dumont@hmh-cdi.org.
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Affiliation(s)
- Emmanuel L P Dumont
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ 07110, USA
| | - Benjamin Tycko
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ 07110, USA
- Hackensack-Meridian Health School of Medicine at Seton Hall University, Nutley, NJ 07110, USA
- Lombardi Comprehensive Cancer, Center Georgetown University, Washington, DC 20007, USA
| | - Catherine Do
- Hackensack-Meridian Health Center for Discovery and Innovation, Nutley, NJ 07110, USA
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Mitrasinovic S, Camacho E, Trivedi N, Logan J, Campbell C, Zilinyi R, Lieber B, Bruce E, Taylor B, Martineau D, Dumont ELP, Appelboom G, Connolly ES. Clinical and surgical applications of smart glasses. Technol Health Care 2016; 23:381-401. [PMID: 26409906 DOI: 10.3233/thc-150910] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND With the increased efforts to adopt health information technology in the healthcare field, many innovative devices have emerged to improve patient care, increase efficiency, and decrease healthcare costs. A recent addition is smart glasses: web-connected glasses that can present data onto the lenses and record images or videos through a front-facing camera. OBJECTIVE In this article, we review the most salient uses of smart glasses in healthcare, while also denoting their limitations including practical capabilities and patient confidentiality. METHODS Using keywords including, but not limited to, ``smart glasses'', ``healthcare'', ``evaluation'', ``privacy'', and ``development'', we conducted a search on Ovid-MEDLINE, PubMed, and Google Scholar. A total of 71 studies were included in this review. RESULTS Smart glasses have been adopted into the healthcare setting with several useful applications including, hands-free photo and video documentation, telemedicine, Electronic Health Record retrieval and input, rapid diagnostic test analysis, education, and live broadcasting. CONCLUSIONS In order for the device to gain acceptance by medical professionals, smart glasses will need to be tailored to fit the needs of medical and surgical sub-specialties. Future studies will need to qualitatively assess the benefits of smart glasses as an adjunct to the current health information technology infrastructure.
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Affiliation(s)
- Stefan Mitrasinovic
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA.,University College London Medical School, London, UK
| | - Elvis Camacho
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA.,College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Nirali Trivedi
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA
| | - Julia Logan
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA
| | - Colson Campbell
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA
| | - Robert Zilinyi
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA.,College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Bryan Lieber
- Department of Neurosurgery, New York University, Langone Medical Center, New York, NY, USA
| | - Eliza Bruce
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA.,Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA
| | - Blake Taylor
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA.,Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA.,College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - David Martineau
- Department of Orthopedic Surgery, Grandview Medical Center, Ohio University, Dayton, OH, USA
| | - Emmanuel L P Dumont
- The Joan and Irwin Jacobs Technion-Cornell Innovation Institute, Cornell Tech, New York, NY, USA
| | - Geoff Appelboom
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA.,Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA
| | - E Sander Connolly
- Cerebrovascular Laboratory, Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA.,Department of Neurosurgery, Columbia University Medical Center, New York, NY, USA.,Neuro-Intensive Care Unit, Columbia University Medical Center, New York, NY, USA
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Affiliation(s)
- Emmanuel L P Dumont
- Jacobs Technion-Cornell Institute at Cornell Tech, 111 Eighth Avenue, Suite 302, New York, New York 10011, USA and is a co-founder and CEO of a biotechnology company
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Dumont ELP, Do C, Hess H. Molecular wear of microtubules propelled by surface-adhered kinesins. Nat Nanotechnol 2015; 10:166-169. [PMID: 25622231 DOI: 10.1038/nnano.2014.334] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2013] [Accepted: 12/17/2014] [Indexed: 06/04/2023]
Abstract
Wear is the progressive loss of material from a body caused by contact and relative movement and is a major concern in both engineering and biology. Advances in nanotechnology have allowed the origins of wear processes to be studied at the atomic and molecular scale, but also demand that wear in nanoscale systems can be predicted and controlled. Biomolecular systems can undergo a range of active movements at the nanoscale, which are enabled by the transduction of chemical energy into mechanical work by polymerization processes and motor proteins. The active movements are accompanied by dissipative processes that can be conceptually understood as 'protein friction'. Here, we show that wear also occurs in an in vitro system consisting of microtubules gliding across a surface coated with kinesin-1 motor proteins, and that energetic considerations suggest a molecule-by-molecule removal of tubulin proteins. The rates of removal show a complex dependence on sliding velocity and kinesin density, which, in contrast to the friction behaviour between microtubules and kinesin-8, cannot be explained by simple chemical reaction kinetics.
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Affiliation(s)
- Emmanuel L P Dumont
- 1] Department of Biomedical Engineering, Columbia University, New York, New York 10027, USA [2] The Jacobs Technion-Cornell Institute at Cornell Tech, 111 8th Avenue #302, New York, New York 10011, USA
| | - Catherine Do
- Institute for Cancer Genetics, Columbia University Medical Center, New York, New York 10032, USA
| | - Henry Hess
- Department of Biomedical Engineering, Columbia University, New York, New York 10027, USA
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Abstract
The height of polymers grafted to a surface is predicted to be constant at low densities ("mushroom" regime) and increase with the third root of the polymer surface density at high densities ("brush" regime). This mushroom-to-brush transition is explored with kinesin-1 proteins adhered to a surface at controlled densities. The kinesin height is measured by attaching fluorescently labeled microtubules to the kinesins and determining their elevation using fluorescence interference contrast microscopy. Our measurements are consistent with a mushroom regime and a brush regime and a transition near the theoretically predicted density. The mushroom-to-brush transition may play a role in protein behavior in crowded cellular environments and may be exploited as a signal in intracellular regulation and mechanotransduction.
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Affiliation(s)
- Emmanuel L P Dumont
- Department of Biomedical Engineering, Columbia University , 1210 Amsterdam Avenue, New York, New York 10027, United States
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Abstract
Sophisticated molecular machines have evolved in nature, and the first synthetic molecular machines have been demonstrated. With our increasing understanding of individual operating cycles, the question of how operation can be sustained over many cycles comes to the forefront. In the design of macroscale machines, performance and lifetime are opposing goals. Similarly, the natural evolution of biological nanomachines, such as myosin motor proteins, is likely constrained by lifetime requirements. Rather than bond rupture at high forces, bond fatigue under repeated small stresses may limit the mechanical performance of molecular machines. Here, the effect of cyclic stresses using single and double bonds as simple examples are discussed. Additionally, it is demonstrated that an increase in lifetime requires a reduction in mechanical load and that molecular engineering design features, such as polyvalent bonds capable of rebinding, can extend the bond lifetime dramatically. A universal scaling law for the force output of motors is extrapolated to the molecular scale to estimate the design space for molecular machines.
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Affiliation(s)
- Henry Hess
- Department of Biomedical Engineering, Columbia University, 1210 Amsterdam Ave., New York, NY 10027, USA.
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