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Ovcharenko D, Mukhin D, Ovcharenko G. Alternative Cancer Therapeutics: Unpatentable Compounds and Their Potential in Oncology. Pharmaceutics 2024; 16:1237. [PMID: 39339273 PMCID: PMC11435428 DOI: 10.3390/pharmaceutics16091237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 09/12/2024] [Accepted: 09/18/2024] [Indexed: 09/30/2024] Open
Abstract
Cancer remains a leading cause of death globally. Cancer patients often seek alternative therapies in addition to, or instead of, conventional treatments like chemotherapy, radiation, and surgery. The progress in medical advancements and early detection provides more treatment options; however, the development of cancer drugs requires a significant amount of time, demands substantial investments, and results in an overall low percent of regulatory approval. The complex relationship between patent protection and pharmaceutical innovation complicates cancer drug development and contributes to high mortality rates. Adjusting patent criteria for alternative cancer therapeutics could stimulate innovation, enhance treatment options, and ultimately improve outcomes for cancer patients. This article explores the potential of alternative cancer therapeutics, chemopreventive agents, natural products, off-patent drugs, generic unpatentable chemicals, and repurposed drugs in cancer treatment, emphasizing the mechanisms and therapeutic potential of these unconventional compounds as combinatorial cancer therapies. The biological pathways, therapeutic effects, and potential to enhance existing therapies are reviewed, demonstrating their cost-effective and accessible options as adjuvant cancer therapies.
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Affiliation(s)
| | - Dmitry Mukhin
- Altogen Labs, 11200 Menchaca Road, Austin, TX 78748, USA
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2
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Zenone M, Snyder J, van Schalkwyk M, Bélisle-Pipon JC, Hartwell G, Caulfield T, Maani N. Alternative cancer clinics' use of Google listings and reviews to mislead potential patients. BJC REPORTS 2024; 2:55. [PMID: 39119508 PMCID: PMC11303243 DOI: 10.1038/s44276-024-00071-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 05/24/2024] [Accepted: 06/07/2024] [Indexed: 08/10/2024]
Abstract
Background Alternative cancer clinics, who provide treatment associated with earlier time to death, actively seek to create favorable views of their services online. An unexplored means where alternative cancer clinics can shape their appeal is their Google search results. Methods We retrieved the Google listing and Google reviews of 47 prominent alternative cancer clinics on August 22, 2022. We then conducted a content analysis to assess the information cancer patients are faced with online. Results Google listings of alternative treatment providers rarely declared the clinic was an alternative clinic versus a conventional primary cancer treatment provider (12.8% declared; 83.0% undeclared). The clinics were highly rated (median, 4.5 stars of 5). Reasons for positive reviews included treatment quality (n = 519), care (n = 420), and outcomes (n = 316). 288 reviews presented the clinics to cure or improve cancer. Negative reviews presented alternative clinics to financially exploit patients with ineffective treatment (n = 98), worsen patients' condition (n = 72), provide poor care (n = 41), and misrepresent outcomes (n = 23). Conclusions The favorable Google listing and reviews of alternative clinics contribute to harmful online ecosystems. Reviews provide compelling narratives but are an ineffective indicator of treatment outcomes. Google lacks safeguards for truthful reviews and should not be used for medical decision-making.
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Affiliation(s)
- Marco Zenone
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, Keppel St, London, UK
| | - Jeremy Snyder
- Faculty of Health Sciences, Simon Fraser University, Blusson Hall, 8888 University Drive, Burnaby, BC Canada
| | - May van Schalkwyk
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, Keppel St, London, UK
| | | | - Greg Hartwell
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, Keppel St, London, UK
| | - Timothy Caulfield
- Health Law Institute, Faculty of Law, University of Alberta, Edmonton, AB Canada
| | - Nason Maani
- Global Health Policy Unit, The University of Edinburgh, Edinburgh, UK
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Zhang S, Zhou H, Zhu Y. Have we found a solution for health misinformation? A ten-year systematic review of health misinformation literature 2013-2022. Int J Med Inform 2024; 188:105478. [PMID: 38743994 DOI: 10.1016/j.ijmedinf.2024.105478] [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] [Received: 11/03/2023] [Revised: 01/22/2024] [Accepted: 05/08/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Health misinformation (HM) has emerged as a prominent social issue in recent years, driven by declining public trust, popularisation of digital media platforms and escalating public health crisis. Since the Covid-19 pandemic, HM has raised critical concerns due to its significant impacts on both individuals and society as a whole. A comprehensive understanding of HM and HM-related studies would be instrumental in identifying possible solutions to address HM and the associated challenges. METHODS Following the PRISMA procedure, 11,739 papers published from January 2013 to December 2022 were retrieved from five electronic databases, and 813 papers matching the inclusion criteria were retained for further analysis. This article critically reviewed HM-related studies, detailing the factors facilitating HM creation and dissemination, negative impacts of HM, solutions to HM, and research methods employed in those studies. RESULTS A growing number of studies have focused on HM since 2013. Results of this study highlight that trust plays a significant while latent role in the circuits of HM, facilitating the creation and dissemination of HM, exacerbating the negative impacts of HM and amplifying the difficulty in addressing HM. CONCLUSION For health authorities and governmental institutions, it is essential to systematically build public trust in order to reduce the probability of individuals acceptation of HM and to improve the effectiveness of misinformation correction. Future studies should pay more attention to the role of trust in how to address HM.
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Affiliation(s)
- Shiyi Zhang
- School of Arts, Media and Communication, University of Leicester, UK
| | - Huiyu Zhou
- School of Computing and Mathematical Sciences, University of Leicester, UK
| | - Yimei Zhu
- School of Arts, Media and Communication, University of Leicester, UK.
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George JF. Discovering why people believe disinformation about healthcare. PLoS One 2024; 19:e0300497. [PMID: 38512834 PMCID: PMC10956743 DOI: 10.1371/journal.pone.0300497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 02/27/2024] [Indexed: 03/23/2024] Open
Abstract
Disinformation-false information intended to cause harm or for profit-is pervasive. While disinformation exists in several domains, one area with great potential for personal harm from disinformation is healthcare. The amount of disinformation about health issues on social media has grown dramatically over the past several years, particularly in response to the COVID-19 pandemic. The study described in this paper sought to determine the characteristics of multimedia social network posts that lead them to believe and potentially act on healthcare disinformation. The study was conducted in a neuroscience laboratory in early 2022. Twenty-six study participants each viewed a series of 20 either honest or dishonest social media posts, dealing with various aspects of healthcare. They were asked to determine if the posts were true or false and then to provide the reasoning behind their choices. Participant gaze was captured through eye tracking technology and investigated through "area of interest" analysis. This approach has the potential to discover the elements of disinformation that help convince the viewer a given post is true. Participants detected the true nature of the posts they were exposed to 69% of the time. Overall, the source of the post, whether its claims seemed reasonable, and the look and feel of the post were the most important reasons they cited for determining whether it was true or false. Based on the eye tracking data collected, the factors most associated with successfully detecting disinformation were the total number of fixations on key words and the total number of revisits to source information. The findings suggest the outlines of generalizations about why people believe online disinformation, suggesting a basis for the development of mid-range theory.
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Affiliation(s)
- Joey F. George
- Ivy College of Business, Iowa State University, Ames, IA, United States of America
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Buller DB, Sussman AL, Thomson CA, Kepka D, Taren D, Henry KL, Warner EL, Walkosz BJ, Woodall WG, Nuss K, Blair CK, Guest DD, Borrayo EA, Gordon JS, Hatcher J, Wetter DW, Kinsey A, Jones CF, Yung AK, Christini K, Berteletti J, Torres JA, Barraza Perez EY, Small A. #4Corners4Health Social Media Cancer Prevention Campaign for Emerging Adults: Protocol for a Randomized Stepped-Wedge Trial. JMIR Res Protoc 2024; 13:e50392. [PMID: 38386396 PMCID: PMC10921336 DOI: 10.2196/50392] [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: 06/29/2023] [Revised: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND Many emerging adults (EAs) are prone to making unhealthy choices, which increase their risk of premature cancer morbidity and mortality. In the era of social media, rigorous research on interventions to promote health behaviors for cancer risk reduction among EAs delivered over social media is limited. Cancer prevention information and recommendations may reach EAs more effectively over social media than in settings such as health care, schools, and workplaces, particularly for EAs residing in rural areas. OBJECTIVE This pragmatic randomized trial aims to evaluate a multirisk factor intervention using a social media campaign designed with community advisers aimed at decreasing cancer risk factors among EAs. The trial will target EAs from diverse backgrounds living in rural counties in the Four Corners states of Arizona, Colorado, New Mexico, and Utah. METHODS We will recruit a sample of EAs (n=1000) aged 18 to 26 years residing in rural counties (Rural-Urban Continuum Codes 4 to 9) in the Four Corners states from the Qualtrics' research panel and enroll them in a randomized stepped-wedge, quasi-experimental design. The inclusion criteria include English proficiency and regular social media engagement. A social media intervention will promote guideline-related goals for increased physical activity, healthy eating, and human papillomavirus vaccination and reduced nicotine product use, alcohol intake, and solar UV radiation exposure. Campaign posts will cover digital and media literacy skills, responses to misinformation, communication with family and friends, and referral to community resources. The intervention will be delivered over 12 months in Facebook private groups and will be guided by advisory groups of community stakeholders and EAs and focus groups with EAs. The EAs will complete assessments at baseline and at 12, 26, 39, 52, and 104 weeks after randomization. Assessments will measure 6 cancer risk behaviors, theoretical mediators, and participants' engagement with the social media campaign. RESULTS The trial is in its start-up phase. It is being led by a steering committee. Team members are working in 3 subcommittees to optimize community engagement, the social media intervention, and the measures to be used. The Stakeholder Organization Advisory Board and Emerging Adult Advisory Board were formed and provided initial input on the priority of cancer risk factors to target, social media use by EAs, and community resources available. A framework for the social media campaign with topics, format, and theoretical mediators has been created, along with protocols for campaign management. CONCLUSIONS Social media can be used as a platform to counter misinformation and improve reliable health information to promote health behaviors that reduce cancer risks among EAs. Because of the popularity of web-based information sources among EAs, an innovative, multirisk factor intervention using a social media campaign has the potential to reduce their cancer risk behaviors. TRIAL REGISTRATION ClinicalTrials.gov NCT05618158; https://classic.clinicaltrials.gov/ct2/show/NCT05618158. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/50392.
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Affiliation(s)
| | - Andrew L Sussman
- University of New Mexico Comprehensive Cancer Care Center, Albuquerque, NM, United States
| | - Cynthia A Thomson
- Department of Health Promotion Sciences, Mel & Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States
| | - Deanna Kepka
- College of Nursing and Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, United States
| | - Douglas Taren
- Section of Nutrition, University of Colorado Denver, Aurora, CO, United States
| | - Kimberly L Henry
- Department of Psychology, College of Natural Sciences, Colorado State University, Fort Collins, CO, United States
| | - Echo L Warner
- College of Nursing and Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, United States
| | | | | | - Kayla Nuss
- Klein Buendel, Golden, CO, United States
| | - Cindy K Blair
- University of New Mexico Comprehensive Cancer Care Center, Albuquerque, NM, United States
| | - Dolores D Guest
- University of New Mexico Comprehensive Cancer Care Center, Albuquerque, NM, United States
| | - Evelinn A Borrayo
- University of Colorado Cancer Center, University of Colorado Denver, Aurora, CO, United States
| | - Judith S Gordon
- College of Nursing, University of Arizona, Tucson, AZ, United States
| | | | - David W Wetter
- Department of Population Health Sciences, University of Utah, Salt Lake City, UT, United States
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, United States
| | | | - Christopher F Jones
- University of Colorado Cancer Center, University of Colorado Denver, Aurora, CO, United States
| | - Angela K Yung
- College of Medicine, University of Arizona, Tucson, AZ, United States
| | - Kaila Christini
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, United States
| | | | - John A Torres
- University of New Mexico Comprehensive Cancer Care Center, Albuquerque, NM, United States
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Killela M, Biddell C, Keim-Malpass J, Schwartz TA, Soto S, Williams J, Santacroce S. The Use of Medical Crowdfunding to Mitigate the Personal Costs of Serious Chronic Illness: Scoping Review. J Med Internet Res 2023; 25:e44530. [PMID: 38048149 PMCID: PMC10697184 DOI: 10.2196/44530] [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: 11/22/2022] [Revised: 05/11/2023] [Accepted: 10/26/2023] [Indexed: 12/05/2023] Open
Abstract
BACKGROUND Persons diagnosed with serious chronic illnesses and their caretakers experience multiple types of financial costs that strain their income and generate financial distress. Many turn to medical crowdfunding (MCF) to mitigate the harms of these costs on their health and quality of life. OBJECTIVE This scoping review aims to summarize the research on MCF for persons diagnosed with serious chronic illness regarding study designs and methods; the responsible conduct of research practices; and study foci as they relate to stress, stress appraisals, and the coping processes. METHODS This review was conducted in accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) and PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. Eligible studies were conducted in countries designated as high income by the World Bank and focused on beneficiaries diagnosed with serious chronic illness. The findings of the included studies were summarized as they related to the key concepts in a conceptual framework derived from an established stress, appraisal, and coping framework and a conceptual model of financial toxicity in pediatric oncology. RESULTS Overall, 26 studies were eligible for inclusion in the review. The main findings included a lack of integration of qualitative and quantitative approaches and the inconsistent reporting of the responsible conduct of research practices. The included studies focused on financial stressors that contributed to financial burden, such as out-of-pocket payments of medical bills, basic living expenses, medical travel expenses, and lost income owing to illness-related work disruptions. Few studies addressed stress appraisals as threatening or the adequacy of available financial resources. When mentioned, appraisals related to the global financial struggle during the COVID-19 pandemic or the capacity of social network members to donate funds. The consequences of MCF included the receipt of 3 forms of social support (tangible, informational, and emotional), privacy loss, embarrassment, and the propagation of scientifically unsupported information. Studies found that friends and family tended to manage MCF campaigns. Although most of the studies (21/26, 81%) focused on monetary outcomes, a few (5/26, 19%) concentrated on peoples' experiences with MCF. CONCLUSIONS The identified methodological gaps highlight the need for more robust and reproducible approaches to using the copious data available on public MCF platforms. The integration of quantitative and qualitative methods will allow for nuanced explorations of the MCF experience. A more consistent elaboration of strategies to promote the responsible conduct of research is warranted to minimize risk to populations that are vulnerable and express concerns regarding the loss of privacy. Finally, an examination of the unanticipated consequences of MCF is critical for the development of future interventions to optimize existing supports while providing needed supports, financial and nonfinancial, that are lacking.
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Affiliation(s)
- Mary Killela
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Caitlin Biddell
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | | | - Todd A Schwartz
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Sandra Soto
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jessica Williams
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Sheila Santacroce
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
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Zenone M, Snyder J, Bélisle-Pipon JC, Caulfield T, van Schalkwyk M, Maani N. Advertising Alternative Cancer Treatments and Approaches on Meta Social Media Platforms: Content Analysis. JMIR INFODEMIOLOGY 2023; 3:e43548. [PMID: 37256649 DOI: 10.2196/43548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 01/13/2023] [Accepted: 03/27/2023] [Indexed: 06/01/2023]
Abstract
BACKGROUND Alternative cancer treatment is associated with a greater risk of death than cancer patients undergoing conventional treatments. Anecdotal evidence suggests cancer patients view paid advertisements promoting alternative cancer treatment on social media, but the extent and nature of this advertising remain unknown. This context suggests an urgent need to investigate alternative cancer treatment advertising on social media. OBJECTIVE This study aimed to systematically analyze the advertising activities of prominent alternative cancer treatment practitioners on Meta platforms, including Facebook, Instagram, Messenger, and Audience Network. We specifically sought to determine (1) whether paid advertising for alternative cancer treatment occurs on Meta social media platforms, (2) the strategies and messages of alternative cancer providers to reach and appeal to prospective patients, and (3) how the efficacy of alternative treatments is portrayed. METHODS Between December 6, 2021, and December 12, 2021, we collected active advertisements from alternative cancer clinics using the Meta Ad Library. The information collected included identification number, URL, active/inactive status, dates launched/ran, advertiser page name, and a screenshot (image) or recording (video) of the advertisement. We then conducted a content analysis to determine how alternative cancer providers communicate the claimed benefits of their services and evaluated how they portrayed alternative cancer treatment efficacy. RESULTS We identified 310 paid advertisements from 11 alternative cancer clinics on Meta (Facebook, Instagram, or Messenger) marketing alternative treatment approaches, care, and interventions. Alternative cancer providers appealed to prospective patients through eight strategies: (1) advertiser representation as a legitimate medical provider (n=289, 93.2%); (2) appealing to persons with limited treatments options (n=203, 65.5%); (3) client testimonials (n=168, 54.2%); (4) promoting holistic approaches (n=121, 39%); (5) promoting messages of care (n=81, 26.1%); (6) rhetoric related to science and research (n=72, 23.2%); (7) rhetoric pertaining to the latest technology (n=63, 20.3%); and (8) focusing treatment on cancer origins and cause (n=43, 13.9%). Overall, 25.8% (n=80) of advertisements included a direct statement claiming provider treatment can cure cancer or prolong life. CONCLUSIONS Our results provide evidence alternative cancer providers are using Meta advertising products to market scientifically unsupported cancer treatments. Advertisements regularly referenced "alternative" and "natural" treatment approaches to cancer. Imagery and text content that emulated evidence-based medical providers created the impression that the offered treatments were effective medical options for cancer. Advertisements exploited the hope of patients with terminal and poor prognoses by sharing testimonials of past patients who allegedly were cured or had their lives prolonged. We recommend that Meta introduce a mandatory, human-led authorization process that is not reliant upon artificial intelligence for medical-related advertisers before giving advertising permissions. Further research should focus on the conflict of interest between social media platforms advertising products and public health.
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Affiliation(s)
- Marco Zenone
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Jeremy Snyder
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | | | | | - May van Schalkwyk
- Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Nason Maani
- Global Health Policy Unit, University of Edinburgh, Edinburgh, United Kingdom
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Khademi S, Hallinan CM, Conway M, Bonomo Y. Using Social Media Data to Investigate Public Perceptions of Cannabis as a Medicine: Narrative Review. J Med Internet Res 2023; 25:e36667. [PMID: 36848191 PMCID: PMC10012004 DOI: 10.2196/36667] [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: 01/20/2022] [Revised: 08/31/2022] [Accepted: 12/16/2022] [Indexed: 03/01/2023] Open
Abstract
BACKGROUND The use and acceptance of medicinal cannabis is on the rise across the globe. To support the interests of public health, evidence relating to its use, effects, and safety is required to match this community demand. Web-based user-generated data are often used by researchers and public health organizations for the investigation of consumer perceptions, market forces, population behaviors, and for pharmacoepidemiology. OBJECTIVE In this review, we aimed to summarize the findings of studies that have used user-generated text as a data source to study medicinal cannabis or the use of cannabis as medicine. Our objectives were to categorize the insights provided by social media research on cannabis as medicine and describe the role of social media for consumers using medicinal cannabis. METHODS The inclusion criteria for this review were primary research studies and reviews that reported on the analysis of web-based user-generated content on cannabis as medicine. The MEDLINE, Scopus, Web of Science, and Embase databases were searched from January 1974 to April 2022. RESULTS We examined 42 studies published in English and found that consumers value their ability to exchange experiences on the web and tend to rely on web-based information sources. Cannabis discussions have portrayed the substance as a safe and natural medicine to help with many health conditions including cancer, sleep disorders, chronic pain, opioid use disorders, headaches, asthma, bowel disease, anxiety, depression, and posttraumatic stress disorder. These discussions provide a rich resource for researchers to investigate medicinal cannabis-related consumer sentiment and experiences, including the opportunity to monitor cannabis effects and adverse events, given the anecdotal and often biased nature of the information is properly accounted for. CONCLUSIONS The extensive web-based presence of the cannabis industry coupled with the conversational nature of social media discourse results in rich but potentially biased information that is often not well-supported by scientific evidence. This review summarizes what social media is saying about the medicinal use of cannabis and discusses the challenges faced by health governance agencies and professionals to make use of web-based resources to both learn from medicinal cannabis users and provide factual, timely, and reliable evidence-based health information to consumers.
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Affiliation(s)
- Sedigh Khademi
- Department of General Practice, Faculty of Medicine, Dentistry & Health Sciences, University of Melbourne, Victoria, Australia.,Centre for Health Analytics, Murdoch Children's Research Institute, Melbourne, Australia
| | - Christine Mary Hallinan
- Department of General Practice, Faculty of Medicine, Dentistry & Health Sciences, University of Melbourne, Victoria, Australia.,Health & Biomedical Research Information Technology Unit, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
| | - Mike Conway
- School of Computing and Information Systems, University of Melbourne, Melbourne, Australia
| | - Yvonne Bonomo
- Department of General Practice, Faculty of Medicine, Dentistry & Health Sciences, University of Melbourne, Victoria, Australia.,Department of Addiction Medicine, St Vincent's Health, Melbourne, Australia
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Hallinan CM, Khademi Habibabadi S, Conway M, Bonomo YA. Social media discourse and internet search queries on cannabis as a medicine: A systematic scoping review. PLoS One 2023; 18:e0269143. [PMID: 36662832 PMCID: PMC9858862 DOI: 10.1371/journal.pone.0269143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 12/15/2022] [Indexed: 01/21/2023] Open
Abstract
The use of cannabis for medicinal purposes has increased globally over the past decade since patient access to medicinal cannabis has been legislated across jurisdictions in Europe, the United Kingdom, the United States, Canada, and Australia. Yet, evidence relating to the effect of medical cannabis on the management of symptoms for a suite of conditions is only just emerging. Although there is considerable engagement from many stakeholders to add to the evidence base through randomized controlled trials, many gaps in the literature remain. Data from real-world and patient reported sources can provide opportunities to address this evidence deficit. This real-world data can be captured from a variety of sources such as found in routinely collected health care and health services records that include but are not limited to patient generated data from medical, administrative and claims data, patient reported data from surveys, wearable trackers, patient registries, and social media. In this systematic scoping review, we seek to understand the utility of online user generated text into the use of cannabis as a medicine. In this scoping review, we aimed to systematically search published literature to examine the extent, range, and nature of research that utilises user-generated content to examine to cannabis as a medicine. The objective of this methodological review is to synthesise primary research that uses social media discourse and internet search engine queries to answer the following questions: (i) In what way, is online user-generated text used as a data source in the investigation of cannabis as a medicine? (ii) What are the aims, data sources, methods, and research themes of studies using online user-generated text to discuss the medicinal use of cannabis. We conducted a manual search of primary research studies which used online user-generated text as a data source using the MEDLINE, Embase, Web of Science, and Scopus databases in October 2022. Editorials, letters, commentaries, surveys, protocols, and book chapters were excluded from the review. Forty-two studies were included in this review, twenty-two studies used manually labelled data, four studies used existing meta-data (Google trends/geo-location data), two studies used data that was manually coded using crowdsourcing services, and two used automated coding supplied by a social media analytics company, fifteen used computational methods for annotating data. Our review reflects a growing interest in the use of user-generated content for public health surveillance. It also demonstrates the need for the development of a systematic approach for evaluating the quality of social media studies and highlights the utility of automatic processing and computational methods (machine learning technologies) for large social media datasets. This systematic scoping review has shown that user-generated content as a data source for studying cannabis as a medicine provides another means to understand how cannabis is perceived and used in the community. As such, it provides another potential 'tool' with which to engage in pharmacovigilance of, not only cannabis as a medicine, but also other novel therapeutics as they enter the market.
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Affiliation(s)
- Christine Mary Hallinan
- Faculty of Medicine, Department of General Practice, Dentistry & Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
- Faculty of Medicine, Department of General Practice, Health & Biomedical Research Information Technology Unit (HaBIC R2), Melbourne Medical School, Dentistry & Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Sedigheh Khademi Habibabadi
- Faculty of Medicine, Department of General Practice, Dentistry & Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Mike Conway
- Centre for Digital Transformation of Health, Victorian Comprehensive Cancer Centre, The University of Melbourne, Melbourne, Victoria, Australia
| | - Yvonne Ann Bonomo
- St Vincent’s Health—Department of Addiction Medicine, Melbourne, Victoria, Australia
- Faculty of Medicine, St Vincent’s Clinical School, Melbourne Medical School, Dentistry & Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
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10
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Khademi Habibabadi S, Hallinan C, Bonomo Y, Conway M. Consumer-Generated Discourse on Cannabis as a Medicine: Scoping Review of Techniques. J Med Internet Res 2022; 24:e35974. [PMID: 36383417 PMCID: PMC9713623 DOI: 10.2196/35974] [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] [Received: 12/24/2021] [Revised: 06/16/2022] [Accepted: 07/27/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Medicinal cannabis is increasingly being used for a variety of physical and mental health conditions. Social media and web-based health platforms provide valuable, real-time, and cost-effective surveillance resources for gleaning insights regarding individuals who use cannabis for medicinal purposes. This is particularly important considering that the evidence for the optimal use of medicinal cannabis is still emerging. Despite the web-based marketing of medicinal cannabis to consumers, currently, there is no robust regulatory framework to measure clinical health benefits or individual experiences of adverse events. In a previous study, we conducted a systematic scoping review of studies that contained themes of the medicinal use of cannabis and used data from social media and search engine results. This study analyzed the methodological approaches and limitations of these studies. OBJECTIVE We aimed to examine research approaches and study methodologies that use web-based user-generated text to study the use of cannabis as a medicine. METHODS We searched MEDLINE, Scopus, Web of Science, and Embase databases for primary studies in the English language from January 1974 to April 2022. Studies were included if they aimed to understand web-based user-generated text related to health conditions where cannabis is used as a medicine or where health was mentioned in general cannabis-related conversations. RESULTS We included 42 articles in this review. In these articles, Twitter was used 3 times more than other computer-generated sources, including Reddit, web-based forums, GoFundMe, YouTube, and Google Trends. Analytical methods included sentiment assessment, thematic analysis (manual and automatic), social network analysis, and geographic analysis. CONCLUSIONS This study is the first to review techniques used by research on consumer-generated text for understanding cannabis as a medicine. It is increasingly evident that consumer-generated data offer opportunities for a greater understanding of individual behavior and population health outcomes. However, research using these data has some limitations that include difficulties in establishing sample representativeness and a lack of methodological best practices. To address these limitations, deidentified annotated data sources should be made publicly available, researchers should determine the origins of posts (organizations, bots, power users, or ordinary individuals), and powerful analytical techniques should be used.
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Affiliation(s)
- Sedigheh Khademi Habibabadi
- Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Australia
| | - Christine Hallinan
- Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Australia
- Health & Biomedical Research Information Technology Unit, The University of Melbourne, Melbourne, Australia
| | - Yvonne Bonomo
- Department of General Practice, Melbourne Medical School, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Australia
| | - Mike Conway
- School of Computing & Information Systems, The University of Melbourne, Melbourne, Australia
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Grassi L, Fantaccini S. An overview of Fintech applications to solve the puzzle of health care funding: state-of-the-art in medical crowdfunding. FINANCIAL INNOVATION 2022; 8:84. [PMID: 36158456 PMCID: PMC9483272 DOI: 10.1186/s40854-022-00388-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 09/09/2022] [Indexed: 06/16/2023]
Abstract
Crowdfunding is emerging as an alternative form of funding for medical purposes, with capital being raised directly from a broader and more diverse audience of investors. In this paper, we have systematically researched and reviewed the literature on medical crowdfunding to determine how crowdfunding connects with the health care industry. The health care industry has been struggling to develop sustainable research and business models for economic systems and investors alike, especially in pharmaceuticals. The research results have revealed a wealth of evidence concerning the way crowdfunding is applied in real life. Patients and caregivers utilize web platform-based campaigns all over the world to fund their medical expenses, generally on a spot basis, using donation-based or even reward-based schemes, regardless of the health care system archetype (public, private insurance-based or hybrid). Academics have also focused on funding campaigns and the predictors of success (which range from social behaviour and environment to the basic demographics of the campaigners and their diseases) and on social and regulatory concerns, including heightened social inequality and stigma. While equity crowdfunding is disrupting the way many ventures/businesses seek capital in the market, our research indicates that there are no relevant or consistent data on the practice of medical equity crowdfunding in health care, apart from a few anecdotal cases.
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Affiliation(s)
- Laura Grassi
- School of Management, Politecnico di Milano, Milan, Italy
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12
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Rajwa P, Hopen P, Wojnarowicz J, Kaletka J, Paszkiewicz I, Lach-Wojnarowicz O, Mostafaei H, Krajewski W, D’Andrea D, Małkiewicz B, Paradysz A, Ploussard G, Moschini M, Breyer BN, Pradere B, Shariat SF, Leapman MS. Online Crowdfunding for Urologic Cancer Care. Cancers (Basel) 2022; 14:4104. [PMID: 36077641 PMCID: PMC9454944 DOI: 10.3390/cancers14174104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/21/2022] [Accepted: 08/23/2022] [Indexed: 11/17/2022] Open
Abstract
Background: we aimed to characterize the financial needs expressed through online crowdfunding for urologic cancers. Methods: the data used in this study came from the online crowdfunding platform GoFundMe.com. Using an automated software method, we extracted data for campaigns related to urologic cancers. Subsequently, four independent investigators reviewed all extracted data on prostate, bladder, kidney and testicular cancer. We analyzed campaigns’ basic characteristics, goals, fundraising, type of treatment and factors associated with successful campaigns. Results: in total, we identified 2126 individual campaigns, which were related to direct treatment costs (34%), living expenses (17%) or both (48%). Median fundraising amounts were greatest for testicular cancer. Campaigns for both complementary and alternative medicine (CAM) (median $11,000) or CAM alone (median $8527) achieved higher fundraising totals compared with those for conventional treatments alone (median $5362) (p < 0.01). The number of social media shares was independently associated with campaign success and highest quartile of fundraising. Conclusions: using an automated web-based approach, we identified and characterized online crowdfunding for urologic cancer care. These findings indicated a diverse range of patient needs related to urologic care and factors related to campaigns’ success.
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Affiliation(s)
- Pawel Rajwa
- Department of Urology, Medical University of Vienna, 1090 Vienna, Austria
- Department of Urology, Medical University of Silesia, 41-800 Zabrze, Poland
| | - Philip Hopen
- Data Science & Clinical Analytics, New Century Health, Boston, MA 02481, USA
| | - Jakub Wojnarowicz
- Department of Urology, Medical University of Silesia, 41-800 Zabrze, Poland
| | - Julia Kaletka
- Department of Urology, Medical University of Silesia, 41-800 Zabrze, Poland
| | - Iga Paszkiewicz
- Department of Urology, Medical University of Silesia, 41-800 Zabrze, Poland
| | | | - Hadi Mostafaei
- Department of Urology, Medical University of Vienna, 1090 Vienna, Austria
| | - Wojciech Krajewski
- Department of Minimally Invasive and Robotic Urology, University Center of Excellence in Urology, Wroclaw Medical University, 50-556 Wroclaw, Poland
| | - David D’Andrea
- Department of Urology, Medical University of Vienna, 1090 Vienna, Austria
| | - Bartosz Małkiewicz
- Department of Minimally Invasive and Robotic Urology, University Center of Excellence in Urology, Wroclaw Medical University, 50-556 Wroclaw, Poland
| | - Andrzej Paradysz
- Department of Urology, Medical University of Silesia, 41-800 Zabrze, Poland
| | - Guillaume Ploussard
- Department of Urology, La Croix du Sud Hospital, 31130 Quint Fonsegrives, France
| | - Marco Moschini
- Division of Oncology, Unit of Urology, Urological Research Institute, IRCCS Ospedale San Raffaele, 20132 Milan, Italy
| | - Benjamin N. Breyer
- Department of Urology, University of California San Francisco, San Francisco, CA 94143, USA
- Department of Biostatistics and Epidemiology, University of California San Francisco, San Francisco, CA 94143, USA
| | - Benjamin Pradere
- Department of Urology, Medical University of Vienna, 1090 Vienna, Austria
- Department of Urology, La Croix du Sud Hospital, 31130 Quint Fonsegrives, France
| | - Shahrokh F. Shariat
- Department of Urology, Medical University of Vienna, 1090 Vienna, Austria
- Institute for Urology and Reproductive Health, Sechenov University, 119435 Moscow, Russia
- Karl Landsteiner Institute of Urology and Andrology, 1090 Vienna, Austria
- Department of Urology, Weill Cornell Medical College, New York, NY 10021, USA
- Department of Urology, University of Texas Southwestern, Dallas, TX 75390, USA
- Department of Urology, Second Faculty of Medicine, Charles University, 15006 Prague, Czech Republic
- Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman 19328, Jordan
| | - Michael S. Leapman
- Department of Urology, Yale University School of Medicine, New Haven, CT 06520, USA
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Mark E, Sridharan M, Florenzo B, Schenck OL, Noland MMB, Barbieri JS, Lipoff JB. Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns. JMIR DERMATOLOGY 2022; 5:e34111. [PMID: 37632862 PMCID: PMC10334893 DOI: 10.2196/34111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 01/31/2022] [Accepted: 02/24/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Crowdfunding for medical costs is becoming increasingly popular. Few previous studies have described the fundraising characteristics and qualities associated with success. OBJECTIVE This study aimed to characterize and investigate the qualities associated with successful dermatological fundraisers. METHODS This cross-sectional study of dermatological GoFundMe campaigns collected data, including demographic variables, thematic variables using an inductive qualitative method, and quantitative information. Linear regression examined the qualities associated with success, which are defined based on funds raised when controlling for campaign goals. Logistic regression was used to examine qualities associated with extremely successful campaigns, defined as those raising >1.5 times the IQR. Statistical significance was set at P<.05. RESULTS A total of 2008 publicly available campaigns at the time of data collection were evaluated. Nonmodifiable factors associated with greater success included male gender, age 20-40 years, and White race. Modifiable factors associated with success included more updates posted to the campaign page, non-self-identity of the campaign creator, mention of a chronic condition, and smiling in campaign profile photographs. CONCLUSIONS Understanding the modifiable factors of medical crowdfunding may inform future campaigns, and nonmodifiable factors may have policy implications for improving health care equity and financing. Crowdfunding for medical disease treatment may have potential implications for medical privacy and exacerbation of existing health care disparities. This study was limited to publicly available GoFundMe campaigns. Potential limitations for this study include intercoder variability, misclassification bias because of the data abstraction process, and prioritization of campaigns based on the proprietary GoFundMe algorithm.
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Affiliation(s)
- Erica Mark
- Department of Dermatology, University of Virginia, Charlottesville, VA, United States
| | - Mira Sridharan
- Department of Dermatology, University of Virginia, Charlottesville, VA, United States
| | - Brian Florenzo
- Department of Dermatology, University of Virginia, Charlottesville, VA, United States
| | - Olivia L Schenck
- Department of Dermatology, University of Virginia, Charlottesville, VA, United States
| | | | - John S Barbieri
- Department of Dermatology, University of Pennsylvania, Philadelphia, PA, United States
| | - Jules B Lipoff
- Department of Dermatology, University of Pennsylvania, Philadelphia, PA, United States
- Leonard Davis Institute of Health Economics, Philadelphia, PA, United States
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Ramer R, Wendt F, Wittig F, Schäfer M, Boeckmann L, Emmert S, Hinz B. Impact of Cannabinoid Compounds on Skin Cancer. Cancers (Basel) 2022; 14:cancers14071769. [PMID: 35406541 PMCID: PMC8997154 DOI: 10.3390/cancers14071769] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 03/08/2022] [Accepted: 03/12/2022] [Indexed: 12/12/2022] Open
Abstract
Drugs targeting the endocannabinoid system are of interest as potential systemic chemotherapeutic treatments and for palliative care in cancer. In this context, cannabinoid compounds have been successfully tested as a systemic therapeutic option in preclinical models over the past decades. Recent findings have suggested an essential function of the endocannabinoid system in the homeostasis of various skin functions and indicated that cannabinoids could also be considered for the treatment and prophylaxis of tumour diseases of the skin. Cannabinoids have been shown to exert their anticarcinogenic effects at different levels of skin cancer progression, such as inhibition of tumour growth, proliferation, invasion and angiogenesis, as well as inducing apoptosis and autophagy. This review provides an insight into the current literature on cannabinoid compounds as potential pharmaceuticals for the treatment of melanoma and squamous cell carcinoma.
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Affiliation(s)
- Robert Ramer
- Institute of Pharmacology and Toxicology, Rostock University Medical Centre, 18057 Rostock, Germany; (R.R.); (F.W.); (F.W.)
| | - Franziska Wendt
- Institute of Pharmacology and Toxicology, Rostock University Medical Centre, 18057 Rostock, Germany; (R.R.); (F.W.); (F.W.)
| | - Felix Wittig
- Institute of Pharmacology and Toxicology, Rostock University Medical Centre, 18057 Rostock, Germany; (R.R.); (F.W.); (F.W.)
| | - Mirijam Schäfer
- Clinic and Polyclinic for Dermatology and Venereology, Rostock University Medical Centre, 18057 Rostock, Germany; (M.S.); (L.B.); (S.E.)
| | - Lars Boeckmann
- Clinic and Polyclinic for Dermatology and Venereology, Rostock University Medical Centre, 18057 Rostock, Germany; (M.S.); (L.B.); (S.E.)
| | - Steffen Emmert
- Clinic and Polyclinic for Dermatology and Venereology, Rostock University Medical Centre, 18057 Rostock, Germany; (M.S.); (L.B.); (S.E.)
| | - Burkhard Hinz
- Institute of Pharmacology and Toxicology, Rostock University Medical Centre, 18057 Rostock, Germany; (R.R.); (F.W.); (F.W.)
- Correspondence: ; Tel.: +49-381-494-5770
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Alayli AFG, Kotz D, Kastaun S. Recreational Cannabidiol: Awareness, Prevalence of use, and Associated Factors in a Representative Sample of the German Population. Subst Use Misuse 2022; 57:1417-1424. [PMID: 35686726 DOI: 10.1080/10826084.2022.2083175] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Recreational cannabidiol (CBD) is frequently promoted as a medicinal or therapeutic cannabis product worldwide. Nationwide population-based data on awareness and use of recreational CBD are currently lacking. OBJECTIVE This study estimates the prevalence of recreational CBD awareness and use among the population in Germany. It also explores potential associations with socio-demographic characteristics, tobacco smoking, and e-cigarette use. METHODS We used data from a cross-sectional household survey (German Study on Tobacco Use, DEBRA) fielded across two waves in October-November 2020 and February-March 2021. Data were collected using computer-assisted face-to-face interviews among participants aged ≥14 years (n = 4026). Outcome variables were CBD awareness (yes/no) and CBD ever use (yes/no). The sample was weighted to ensure representativeness of the prevalence estimates. Associations with socio-demographic variables, tobacco smoking, and e-cigarette use were assessed using multivariable logistic regression. RESULTS Approximately half of the population in Germany (48.3%, 95% CI: 46.8-49.9) was aware of recreational CBD products, and 4.3% (95% CI: 3.7-5.0) had ever used them (including 1.1% current users). Awareness was associated with younger age, higher education levels, female sex, living in urban regions, no migration background, tobacco smoking, and e-cigarette use. Ever use was associated with higher education levels, living in urban regions, tobacco smoking, and e-cigarette use. CONCLUSIONS Awareness of recreational CBD products is high but ever use is currently low in Germany. Given the uncertain legal framework regarding the marketing of recreational CBD products, the changing retail landscape, and potential harms of CBD use, structured monitoring is warranted for public health purposes.
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Affiliation(s)
- A F G Alayli
- Institute for Health Economics and Clinical Epidemiology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Germany
| | - D Kotz
- Institute of General Practice, Addiction Research and Clinical Epidemiology Unit, Medical Faculty of the Heinrich-Heine-University Duesseldorf, Germany.,Department of Behavioural Science and Health, University College London, London, UK
| | - S Kastaun
- Institute of General Practice, Addiction Research and Clinical Epidemiology Unit, Medical Faculty of the Heinrich-Heine-University Duesseldorf, Germany
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Patel N, Kommineni N, Surapaneni SK, Kalvala A, Yaun X, Gebeyehu A, Arthur P, Duke LC, York SB, Bagde A, Meckes DG, Singh M. Cannabidiol loaded extracellular vesicles sensitize triple-negative breast cancer to doxorubicin in both in-vitro and in vivo models. Int J Pharm 2021; 607:120943. [PMID: 34324983 PMCID: PMC8528640 DOI: 10.1016/j.ijpharm.2021.120943] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 07/19/2021] [Accepted: 07/22/2021] [Indexed: 12/26/2022]
Abstract
Extracellular Vesicles (EVs) were isolated from human umbilical cord mesenchymal stem cells (hUCMSCs) and were further encapsulated with cannabidiol (CBD) through sonication method (CBD EVs). CBD EVs displayed an average particle size of 114.1 ± 1.02 nm, zeta potential of -30.26 ± 0.12 mV, entrapment efficiency of 92.3 ± 2.21% and stability for several months at 4 °C. CBD release from the EVs was observed as 50.74 ± 2.44% and 53.99 ± 1.4% at pH 6.8 and pH 7.4, respectively after 48 h. Our in-vitro studies demonstrated that CBD either alone or in EVs form significantly sensitized MDA-MB-231 cells to doxorubicin (DOX) (*P < 0.05). Flow cytometry and migration studies revealed that CBD EVs either alone or in combination with DOX induced G1 phase cell cycle arrest and decreased migration of MDA-MB-231 cells, respectively. CBD EVs and DOX combination significantly reduced tumor burden (***P < 0.001) in MDA-MB-231 xenograft tumor model. Western blotting and immunocytochemical analysis demonstrated that CBD EVs and DOX combination decreased the expression of proteins involved in inflammation, metastasis and increased the expression of proteins involved in apoptosis. CBD EVs and DOX combination will have profound clinical significance in not only decreasing the side effects but also increasing the therapeutic efficacy of DOX in TNBC.
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Affiliation(s)
- Nilkumar Patel
- College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Nagavendra Kommineni
- College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Sunil Kumar Surapaneni
- College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Anil Kalvala
- College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Xuegang Yaun
- Department of Chemical and Biomedical Engineering, Florida State University, Tallahassee, FL, USA; The National High Magnetic Field Laboratory, Florida State University, Tallahassee, FL, USA
| | - Aragaw Gebeyehu
- College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Peggy Arthur
- College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - Leanne C Duke
- Department of Biomedical Sciences, Florida State University College of Medicine, 1115 West Call Street, Tallahassee, FL, USA
| | - Sara B York
- Department of Biomedical Sciences, Florida State University College of Medicine, 1115 West Call Street, Tallahassee, FL, USA
| | - Arvind Bagde
- College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA
| | - David G Meckes
- Department of Biomedical Sciences, Florida State University College of Medicine, 1115 West Call Street, Tallahassee, FL, USA
| | - Mandip Singh
- College of Pharmacy and Pharmaceutical Sciences, Florida A&M University, Tallahassee, FL, USA.
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Blanchette JE, Tran MJ, Grigorian EG, Iacob E, Edelman LS, Oser TK, Litchman ML. GoFundMe isn't a Medical Plan: An Ecological Study of Crowdfunding Insulin Success (Preprint). JMIR Diabetes 2021; 7:e33205. [PMID: 35436214 PMCID: PMC9055489 DOI: 10.2196/33205] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 12/17/2021] [Accepted: 03/24/2022] [Indexed: 11/13/2022] Open
Abstract
Background Individuals in need of medical care turn to crowdfunding websites to engage a “crowd” or group for financial support. In the last decade, access to insulin has decreased considerably for several reasons, including the rising cost of insulin, increasing popularity of high-deductible insurance plans, and increasing insurance premiums. Many people with diabetes are forced to ration or go without insulin, and they turn to crowdfunding websites to seek financial donations to purchase insulin needed to reduce health risks and mortality, and sustain quality of life. Objective This study aimed to explore crowdfunding campaign requests to purchase insulin in the United States. Methods In this retrospective, quantitative, and qualitative study, we coded the text of GoFundMe online crowdfunding campaigns and viral measures (shares, hearts, and comments) from February 25 to April 15, 2019. We described campaigns (N=205) and explored the factors associated with campaign success using correlations and qualitative thematic analysis. Results The majority of campaigns were initiated by middle-aged adults (age 26-64 years; 77/205, 37.6%), those with type 1 diabetes (94/205, 45.9%), and those needing funds owing to insurance coverage issues (125/205, 61.0%). The factors associated with campaign success included requests for ≤US $500 (P=.007) and higher viral measures (shares, P=.007; hearts, P<.001; comments, P=.002). The following 4 themes emerged from the campaign text: (1) desire for self-management and survival, (2) diabetes management untenable given insulin access, (3) aftermath of insulin unaffordability, and (4) privacy issues with crowdfunding. Campaign comments were both supportive (tangible, informational, and emotional) and unsupportive (questioned the need for the campaign and deemed crowdfunding inappropriate). Conclusions Despite crowdfunding websites being used to support the purchase of insulin, campaigns raised only a fraction of the money requested. Therefore, GoFundMe campaigns are not a reliable solution to obtain funds for insulin in the United States. Applying quantitative and qualitative methods is adequate to analyze online crowdfunding for costs of medications such as insulin. However, it is critical for people with diabetes to use resources other than online crowdfunding to access and obtain insulin owing to low success rates. Clinicians should routinely assess difficulty accessing or affording insulin, and federal health care policies should support lowering the cost of insulin.
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Affiliation(s)
- Julia E Blanchette
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - M J Tran
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Ernest G Grigorian
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Eli Iacob
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Linda S Edelman
- College of Nursing, University of Utah, Salt Lake City, UT, United States
| | - Tamara K Oser
- Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO, United States
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Selling cannabidiol products in Canada: A framing analysis of advertising claims by online retailers. BMC Public Health 2021; 21:1285. [PMID: 34210299 PMCID: PMC8248754 DOI: 10.1186/s12889-021-11282-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 06/14/2021] [Indexed: 02/03/2023] Open
Abstract
Background In Canada, the legalization of cannabis has enabled cannabidiol (CBD) to become a popular commercial product, increasingly used for medical or therapeutic purposes. There are currently over one thousand CBD products available globally, ranging from oil extracts to CBD-infused beverages. Despite increased usage and availability, the evidence supporting the medical efficacy of CBD is limited. Anecdotal evidence suggests CBD sellers represent their products for medical use through direct medical claims or advice, which in Canada, is not allowed under the Cannabis Act without Health Canada approval. However, it is not clear the extent of sellers making health claims or other strategies used to promote medical usage of CBD. The objective of this study is to determine how CBD sellers advertise their products online to consumers. Methods The product descriptions of 2165 CBD products from 70 websites selling CBD products for human consumption in Canada were collected from January 14th, 2020 to February 2nd, 2020 using an automated website scraper tool. A framing analysis was used to determine how CBD sellers frame their products to prospective customers. The specific medical conditions CBD is represented to treat and product forms were tabulated. Results CBD products are framed to prospective customer through three distinct frames: a specific cure or treatment (n = 1153), a natural health product (n = 872), and a product used in certain ways to achieve particular results (n = 1388). Product descriptions contained medical or therapeutic claims for 171 medical conditions and ailments, with 53.3% of products containing at least one claim. The most prevalent claims found in product descriptions were the ability to treat or manage pain (n = 824), anxiety (n = 609), and inflammation (n = 545). Claims were found for treating or managing serious and-life-threatening illnesses such as multiple sclerosis (n = 210), arthritis (n = 179), cancer (n = 169), Crohn’s disease (n = 78), Parkinson’s disease (n = 59), and human immunodeficiency virus (HIV) (n = 54). CBD most often came in oil/tincture/concentrate form (n = 755), followed by edibles (n = 428), and vaporizer pen/cartridge/liquid products (n = 290). Conclusion The findings suggest CBD is represented as a medical option for numerous conditions and ailments. We recommend Health Canada to conduct a systematic audit of companies selling CBD for regulatory adherence.
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Zenone MA, Snyder J, Crooks VA. What are the informational pathways that shape people's use of cannabidiol for medical purposes? J Cannabis Res 2021; 3:13. [PMID: 33957993 PMCID: PMC8103601 DOI: 10.1186/s42238-021-00069-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 04/19/2021] [Indexed: 12/27/2022] Open
Abstract
Background Cannabidiol (CBD) is commonly used to manage symptoms in conditions and diseases for which there is limited clinical research for its application. How consumers arrive and decide to use CBD for medical treatment, despite lacking clinical evidence, is largely unknown. In this paper, we seek to identify the informational pathways through which consumers arrive at CBD for medical purposes. Methods GoFundMe.com campaigns fundraising to purchase CBD between June 2017 and May 2019 were collected using the Crowdfunding for Health Research Portal (CHRP). Product descriptions were thematically analyzed to determine pathways leading to incorporation of CBD into medical treatment. Campaign characteristics such as fundraising ask, funding received, location, campaign title, description, Facebook shares, and number of donors were recorded. Specific medical uses of CBD proposed in campaigns were tabulated. Results The study identified 164 crowdfunding campaigns primarily from the USA (n=159), with several from Canada (n=5). The campaigns requested $2,219,284.24 (median, $7000) and raised $610,612.87 (median, $1805) from 6825 donors (median, 26). Many campaigns asked for other treatments or illness-related costs not specific to CBD. The campaigns were shared 42,299 times on Facebook (median, 156 shares). Three informational pathways were identified leading to incorporation of CBD into medical treatment, which were self-directed research (n=149), recommendations from a trusted care provider (n=36), and/or experiential insights shared by someone associated with or influencing the crowdfunders personal network (n=30). The proposed uses of CBD were for cancer (n=96), seizure-inducing diseases/conditions (n=48), other/unspecified (n=6), joint/inflammatory diseases (n=6), mental health disorders (n=3), nervous system diseases (n=3), and autoimmune diseases (n=2). Conclusions Our results suggest that consumers crowdfunding come to CBD through internally motivated reasons versus exposure to advertisements or other forms of marketing. Campaign beneficiaries generally had an unmet medical need that other forms of treatment were not satisfying. Then, through one or more of the informational pathways identified, CBD is considered a potential solution.
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Affiliation(s)
- Marco A Zenone
- Faculty of Health Sciences, Simon Fraser University, 8888 University Dr, Burnaby, British Columbia, V5A 1S6, Canada.
| | - Jeremy Snyder
- Faculty of Health Sciences, Simon Fraser University, 8888 University Dr, Burnaby, British Columbia, V5A 1S6, Canada
| | - Valorie A Crooks
- Department of Geography, Simon Fraser University, 8888 University Dr, Burnaby, British Columbia, V5A 1S6, Canada
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