1
|
Cioffi G, Waite KA, Price M, Neff C, Kruchko C, Ostrom QT, Barnholtz-Sloan JS. The impact of COVID-19 on 2020 monthly incidence trends of primary brain and other CNS tumors. Neuro Oncol 2024; 26:764-774. [PMID: 38167948 PMCID: PMC10995517 DOI: 10.1093/neuonc/noad235] [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: 10/02/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND To mitigate disease spread, restrictions implemented in the United States surrounding the COVID-19 pandemic created an environment that led to delays in cancer diagnosis. The data needed to accurately analyze the impact of the pandemic on brain and CNS tumor incidence has not been available until now. Utilizing incidence data from the Central Brain Tumor Registry of the United States (CBTRUS) we analyzed the impact of the COVID-19 pandemic on primary brain and other CNS tumor incidence for the first year of the pandemic. METHODS Monthly age-adjusted incidence rates and incidence trends for 2019 and 2020 were determined for age at diagnosis, sex, race, ethnicity, diagnostic confirmation, behavior, tumor histopathology, and county-level urbanization. Monthly incidence rate ratios comparing 2020 and 2019 were evaluated for the same factors. RESULTS Overall, there was a notable decrease in incidence rates in March-May 2020 when compared to 2019. These decreases were driven by nonmalignant tumors, with a 50% incidence decrease between March 2020 and 2019. Individuals who were Black had a larger incidence decrease in early 2020 than individuals who were White. Radiographically confirmed tumors saw larger incidence decreases than histologically confirmed tumors. There were no changes in monthly incidence of glioblastoma in 2020 compared to 2019. CONCLUSIONS These data provide evidence that disruptions in medical care, such as governmental and health care mandates, in response to the COVID-19 pandemic resulted in an overall decreased incidence of primary brain tumors in early 2020.
Collapse
Affiliation(s)
- Gino Cioffi
- Trans Divisional Research Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
- Central Brain Tumor Registry of the United States, Hinsdale, Illinois, USA
| | - Kristin A Waite
- Trans Divisional Research Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
- Central Brain Tumor Registry of the United States, Hinsdale, Illinois, USA
| | - Mackenzie Price
- Central Brain Tumor Registry of the United States, Hinsdale, Illinois, USA
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Corey Neff
- Central Brain Tumor Registry of the United States, Hinsdale, Illinois, USA
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
| | - Carol Kruchko
- Central Brain Tumor Registry of the United States, Hinsdale, Illinois, USA
| | - Quinn T Ostrom
- Central Brain Tumor Registry of the United States, Hinsdale, Illinois, USA
- Department of Neurosurgery, Duke University School of Medicine, Durham, North Carolina, USA
- The Preston Robert Tisch Brain Tumor Center, Duke University School of Medicine, Durham, North Carolina, USA
| | - Jill S Barnholtz-Sloan
- Trans Divisional Research Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
- Central Brain Tumor Registry of the United States, Hinsdale, Illinois, USA
- Center for Biomedical Informatics and Information Technology, National Cancer Institute, Bethesda, Maryland, USA
| |
Collapse
|
2
|
Patel K, Rashid A, Spear L, Gholamrezanezhad A. A Global Review of the Impacts of the Coronavirus (COVID-19) Pandemic on Radiology Practice, Finances, and Operations. Life (Basel) 2023; 13:life13040962. [PMID: 37109491 PMCID: PMC10146527 DOI: 10.3390/life13040962] [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: 03/07/2023] [Revised: 03/30/2023] [Accepted: 04/04/2023] [Indexed: 04/29/2023] Open
Abstract
The Coronavirus Disease 2019 (COVID-19) pandemic ushered in rapid changes in healthcare, including radiology, globally. This review discusses the impact of the pandemic on various radiology departments globally. We analyze the implications of the COVID-19 pandemic on the imaging volumes, finances, and clinical operations of radiology departments in 2020. Studies from health systems and outpatient imaging centers were analyzed, and the activity throughout 2020 was compared to the pre-pandemic activity, including activity during similar timeframes in 2019. Imaging volumes across modalities, including MRI and CT scans, were compared, as were the Relative Value Units (RVUs) for imaging finances. Furthermore, we compared clinical operations, including staffing and sanitation procedures. We found that imaging volumes in private practices and academic centers decreased globally. The decreases in volume could be attributed to delayed patient screenings, as well as the implementation of protocols, such as the deep cleaning of equipment between patients. Revenues from imaging also decreased globally, with many institutions noting a substantial decline in RVUs and revenue compared with pre-COVID-19 levels. Our analysis thus found significant changes in the volumes, finances, and operations of radiology departments due to the COVID-19 pandemic.
Collapse
Affiliation(s)
- Kishan Patel
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Arnav Rashid
- Department of Biological Sciences, Dana and David Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Luke Spear
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Ali Gholamrezanezhad
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| |
Collapse
|
3
|
Reardon CM, Damschroder L, Opra Widerquist MA, Arasim M, Jackson GL, White B, Cutrona SL, Fix GM, Gifford AL, DeLaughter K, King HA, Henderson B, Vega R, Nevedal AL. Sustainment of diverse evidence-informed practices disseminated in the Veterans Health Administration (VHA): initial development and piloting of a pragmatic survey tool. Implement Sci Commun 2023; 4:6. [PMID: 36647162 PMCID: PMC9842210 DOI: 10.1186/s43058-022-00386-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 12/18/2022] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND There are challenges associated with measuring sustainment of evidence-informed practices (EIPs). First, the terms sustainability and sustainment are often falsely conflated: sustainability assesses the likelihood of an EIP being in use in the future while sustainment assesses the extent to which an EIP is (or is not) in use. Second, grant funding often ends before sustainment can be assessed. The Veterans Health Administration (VHA) Diffusion of Excellence (DoE) program is one of few large-scale models of diffusion; it seeks to identify and disseminate practices across the VHA system. The DoE sponsors "Shark Tank" competitions, in which leaders bid on the opportunity to implement a practice with approximately 6 months of implementation support. As part of an ongoing evaluation of the DoE, we sought to develop and pilot a pragmatic survey tool to assess sustainment of DoE practices. METHODS In June 2020, surveys were sent to 64 facilities that were part of the DoE evaluation. We began analysis by comparing alignment of quantitative and qualitative responses; some facility representatives reported in the open-text box of the survey that their practice was on a temporary hold due to COVID-19 but answered the primary outcome question differently. As a result, the team reclassified the primary outcome of these facilities to Sustained: Temporary COVID-Hold. Following this reclassification, the number and percent of facilities in each category was calculated. We used directed content analysis, guided by the Consolidated Framework for Implementation Research (CFIR), to analyze open-text box responses. RESULTS A representative from forty-one facilities (64%) completed the survey. Among responding facilities, 29/41 sustained their practice, 1/41 partially sustained their practice, 8/41 had not sustained their practice, and 3/41 had never implemented their practice. Sustainment rates increased between Cohorts 1-4. CONCLUSIONS The initial development and piloting of our pragmatic survey allowed us to assess sustainment of DoE practices. Planned updates to the survey will enable flexibility in assessing sustainment and its determinants at any phase after adoption. This assessment approach can flex with the longitudinal and dynamic nature of sustainment, including capturing nuances in outcomes when practices are on a temporary hold. If additional piloting illustrates the survey is useful, we plan to assess the reliability and validity of this measure for broader use in the field.
Collapse
Affiliation(s)
- Caitlin M. Reardon
- grid.413800.e0000 0004 0419 7525Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, USA
| | - Laura Damschroder
- grid.413800.e0000 0004 0419 7525Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, USA
| | - Marilla A. Opra Widerquist
- grid.413800.e0000 0004 0419 7525Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, USA
| | - Maria Arasim
- grid.413800.e0000 0004 0419 7525Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, USA
| | - George L. Jackson
- grid.512153.1Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Health Care System, Durham, USA ,grid.26009.3d0000 0004 1936 7961Department of Population Health Sciences, Duke University, Durham, USA ,grid.26009.3d0000 0004 1936 7961Division of General Internal Medicine, Duke University, Durham, USA ,grid.26009.3d0000 0004 1936 7961Department of Family Medicine & Community Health, Duke University, Durham, USA
| | - Brandolyn White
- grid.512153.1Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Health Care System, Durham, USA
| | - Sarah L. Cutrona
- Center for Healthcare Organization & Implementation Research (CHOIR), Bedford & Boston VA Medical Centers, Bedford, USA ,Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, USA ,grid.168645.80000 0001 0742 0364Division of General Internal Medicine, University of Massachusetts Medical School, Worcester, USA
| | - Gemmae M. Fix
- Center for Healthcare Organization & Implementation Research (CHOIR), Bedford & Boston VA Medical Centers, Bedford, USA ,grid.189504.10000 0004 1936 7558Section of General Internal Medicine, Boston University School of Medicine, Boston, USA
| | - Allen L. Gifford
- Center for Healthcare Organization & Implementation Research (CHOIR), Bedford & Boston VA Medical Centers, Bedford, USA ,grid.189504.10000 0004 1936 7558Section of General Internal Medicine, Boston University School of Medicine, Boston, USA ,grid.189504.10000 0004 1936 7558Department of Health Law, Policy & Management, Boston University, Boston, USA
| | - Kathryn DeLaughter
- Center for Healthcare Organization & Implementation Research (CHOIR), Bedford & Boston VA Medical Centers, Bedford, USA ,Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, USA
| | - Heather A. King
- grid.512153.1Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Health Care System, Durham, USA ,grid.26009.3d0000 0004 1936 7961Department of Population Health Sciences, Duke University, Durham, USA ,grid.26009.3d0000 0004 1936 7961Division of General Internal Medicine, Duke University, Durham, USA
| | - Blake Henderson
- grid.239186.70000 0004 0481 9574Innovation Ecosystem, United States Veterans Health Administration, Washington, D.C., USA
| | - Ryan Vega
- grid.239186.70000 0004 0481 9574Innovation Ecosystem, United States Veterans Health Administration, Washington, D.C., USA
| | - Andrea L. Nevedal
- grid.413800.e0000 0004 0419 7525Center for Clinical Management Research (CCMR), VA Ann Arbor Healthcare System, Ann Arbor, USA
| |
Collapse
|
4
|
Ho ML, Arnold CW, Decker SJ, Hazle JD, Krupinski EA, Mankoff DA. Institutional Strategies to Maintain and Grow Imaging Research During the COVID-19 Pandemic. Acad Radiol 2023; 30:631-639. [PMID: 36764883 PMCID: PMC9816088 DOI: 10.1016/j.acra.2022.12.045] [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: 10/24/2022] [Revised: 12/23/2022] [Accepted: 12/24/2022] [Indexed: 01/09/2023]
Abstract
Understanding imaging research experiences, challenges, and strategies for academic radiology departments during and after COVID-19 is critical to prepare for future disruptive events. We summarize key insights and programmatic initiatives at major academic hospitals across the world, based on literature review and meetings of the Radiological Society of North America Vice Chairs of Research (RSNA VCR) group. Through expert discussion and case studies, we provide suggested guidelines to maintain and grow radiology research in the postpandemic era.
Collapse
Affiliation(s)
- Mai-Lan Ho
- Nationwide Children's Hospital and The Ohio State University, Columbus, Ohio.
| | | | | | - John D. Hazle
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | | |
Collapse
|
5
|
Oliveira M, Bélanger V, Ruiz A, Santos D. A systematic literature review on the utilization of extended operating room hours to reduce surgical backlogs. Front Public Health 2023; 11:1118072. [PMID: 37124824 PMCID: PMC10133497 DOI: 10.3389/fpubh.2023.1118072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 03/17/2023] [Indexed: 05/02/2023] Open
Abstract
This article is part of the Research Topic 'Health Systems Recovery in the Context of COVID-19 and Protracted Conflict'. Introduction Hospital managers address elective patient surgical backlogs with different strategies: increasing installed capacity, managing demand and improving efficiency. Recently, and particularly since the COVID-19 elective surgery suspension, extended operating room hours has been used to reduce waiting lists by taking advantage of empty operating rooms and existing surgical teams. Methods Two research questions are raised: (1) which are the scientific literature's insights related to the use of extended operating room hours to help reduce surgery backlogs? and (2) provided that a hospital decides to extend its operating room opening time, what are the main challenges and the key aspects to consider in the design and implementation of policies to manage extended operating room hours? A systematic review on Web of Science database was conducted to gather existing literature, published from January 2012 to December 2021, regarding strategies to reduce waiting lists using empty operating rooms outside regular working hours. Results A total of 12 papers were selected as relevant to address the two research questions. Results were organized according to their main features, namely setting, type of strategy, methodology, and how human resources are handled. Discussion The review suggests that extended operating room hours might be problematic if current staff is used and that a careful choice of patients should be made. However, its potential to reduce waiting times and its implications are discussed only superficially. Therefore, we analyze the implications of extending operating room hours from four different perspectives (management, staff, patients, and strategy deployment) and define some recommendations for policy makers and healthcare managers when implementing it in practice.
Collapse
Affiliation(s)
- Mariana Oliveira
- CEGIST, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
- *Correspondence: Mariana Oliveira
| | - Valérie Bélanger
- Department of Logistics and Operations Management, HEC Montreal, Montreal, QC, Canada
- Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT), Quebec City, QC, Canada
| | - Angel Ruiz
- Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT), Quebec City, QC, Canada
- Faculty of Business Administration, Université Laval, Quebec City, QC, Canada
| | - Daniel Santos
- CEGIST, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
| |
Collapse
|
6
|
Chandekar KR, Satapathy S, Singh H, Bhattacharya A. Molecular imaging as a tool for evaluation of COVID-19 sequelae – A review of literature. World J Radiol 2022; 14:194-208. [PMID: 36160629 PMCID: PMC9350609 DOI: 10.4329/wjr.v14.i7.194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 05/17/2022] [Accepted: 07/11/2022] [Indexed: 02/06/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) is caused by the novel viral pathogen, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). COVID-19 primarily involves the lungs. Nucleic acid testing based on reverse-transcription polymerase chain reaction of respiratory samples is the current gold standard for the diagnosis of SARS-CoV-2 infection. Imaging modalities have an established role in triaging, diagnosis, evaluation of disease severity, monitoring disease progression, extra-pulmonary involvement, and complications. As our understanding of the disease improves, there has been substantial evidence to highlight its potential for multi-systemic involvement and development of long-term sequelae. Molecular imaging techniques are highly sensitive, allowing non-invasive visualization of physiological or pathological processes at a cellular or molecular level with potential for detection of functional changes earlier than conventional radiological imaging. The purpose of this review article is to highlight the evolving role of molecular imaging in evaluation of COVID-19 sequelae. Though not ideal for diagnosis, the various modalities of molecular imaging play an important role in assessing pulmonary and extra-pulmonary sequelae of COVID-19. Perfusion imaging using single photon emission computed tomography fused with computed tomography (CT) can be utilized as a first-line imaging modality for COVID-19 related pulmonary embolism. 18F-fluorodeoxyglucose positron emission tomography (PET)/CT is a sensitive tool to detect multi-systemic inflammation, including myocardial and vascular inflammation. PET in conjunction with magnetic resonance imaging helps in better characterization of neurological sequelae of COVID-19. Despite the fact that the majority of published literature is retrospective in nature with limited sample sizes, it is clear that molecular imaging provides additional valuable information (complimentary to anatomical imaging) with semi-quantitative or quantitative parameters to define inflammatory burden and can be used to guide therapeutic strategies and assess response. However, widespread clinical applicability remains a challenge owing to longer image acquisition times and the need for adoption of infection control protocols.
Collapse
Affiliation(s)
- Kunal R Chandekar
- Department of Nuclear Medicine, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India
| | - Swayamjeet Satapathy
- Department of Nuclear Medicine, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India
| | - Harmandeep Singh
- Department of Nuclear Medicine, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India
| | - Anish Bhattacharya
- Department of Nuclear Medicine, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India
| |
Collapse
|
7
|
Gerasia R, Mamone G, Amato S, Cucchiara A, Gallo GS, Tafaro C, Fiorello G, Caruso C, Miraglia R. COVID-19 safety measures at the Radiology Unit of a Transplant Institute: the non-COVID-19 patient's confidence with safety procedures. LA RADIOLOGIA MEDICA 2022; 127:426-432. [PMID: 35284986 PMCID: PMC8918076 DOI: 10.1007/s11547-022-01454-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 01/03/2022] [Indexed: 01/02/2023]
Abstract
PURPOSE To support the wellbeing of both patients and their families, our aim was to investigate the satisfaction of non-COVID in- and out-patients regarding safety measures implemented at our radiology unit of a transplant institute against COVID infection. MATERIALS AND METHODS Over a five-month period, adult patients' feedback was obtained by a questionnaire on the fear of contracting COVID-19 during a radiology examination, the perceived delay in treatment, and the following safety measures implemented: modified schedules to limit the number of patients in the waiting area and to maximize social distancing; assistance by staff when visitors were not admitted; cleaning and disinfection of machines; mask wearing and hand hygiene of staff; and staff advice on hand hygiene and infection control precautions. RESULTS Over a five-month period, our preliminary results (387 patients) showed general patient satisfaction (99.1%) with safety measures applied at our radiology unit. Patients were satisfied with distancing and assistance by staff (100%), cleaning and disinfection (91%), mask wearing and hand hygiene of the staff (97%), and staff advice (94%). There was some criticism of the perceived delay in treatment (7.3%) and in the scheduling of the waiting list (5.4%), with 5.4% fearing contracting the virus. Patients' awareness of safety measures and confidence in the hospital preparedness policy was perceived by all interviewers, and 100% appreciated being questioned. CONCLUSION The feedback given by the non-COVID patient helps to measure the quality in health care, to improve the quality service, and to protect and satisfy more vulnerable patients, also during the COVID-19 pandemic.
Collapse
Affiliation(s)
- Roberta Gerasia
- Radiology Unit, Department of Diagnostic and Therapeutic Services, IRCCS Mediterranean Institute for Transplantation and Advanced Specialized Therapies (IRCCS-ISMETT), Via Ernesto Tricomi 5, 90127 Palermo, Italy
| | - Giuseppe Mamone
- Radiology Unit, Department of Diagnostic and Therapeutic Services, IRCCS Mediterranean Institute for Transplantation and Advanced Specialized Therapies (IRCCS-ISMETT), Via Ernesto Tricomi 5, 90127 Palermo, Italy
| | - Santina Amato
- Radiology Unit, Department of Diagnostic and Therapeutic Services, IRCCS Mediterranean Institute for Transplantation and Advanced Specialized Therapies (IRCCS-ISMETT), Via Ernesto Tricomi 5, 90127 Palermo, Italy
| | - Antonino Cucchiara
- Radiology Unit, Department of Diagnostic and Therapeutic Services, IRCCS Mediterranean Institute for Transplantation and Advanced Specialized Therapies (IRCCS-ISMETT), Via Ernesto Tricomi 5, 90127 Palermo, Italy
| | - Giuseppe Salvatore Gallo
- Radiology Unit, Department of Diagnostic and Therapeutic Services, IRCCS Mediterranean Institute for Transplantation and Advanced Specialized Therapies (IRCCS-ISMETT), Via Ernesto Tricomi 5, 90127 Palermo, Italy
| | - Corrado Tafaro
- Radiology Unit, Department of Diagnostic and Therapeutic Services, IRCCS Mediterranean Institute for Transplantation and Advanced Specialized Therapies (IRCCS-ISMETT), Via Ernesto Tricomi 5, 90127 Palermo, Italy
| | - Giuseppe Fiorello
- Radiology Unit, Department of Diagnostic and Therapeutic Services, IRCCS Mediterranean Institute for Transplantation and Advanced Specialized Therapies (IRCCS-ISMETT), Via Ernesto Tricomi 5, 90127 Palermo, Italy
| | - Calogero Caruso
- Radiology Unit, Department of Diagnostic and Therapeutic Services, IRCCS Mediterranean Institute for Transplantation and Advanced Specialized Therapies (IRCCS-ISMETT), Via Ernesto Tricomi 5, 90127 Palermo, Italy
| | - Roberto Miraglia
- Radiology Unit, Department of Diagnostic and Therapeutic Services, IRCCS Mediterranean Institute for Transplantation and Advanced Specialized Therapies (IRCCS-ISMETT), Via Ernesto Tricomi 5, 90127 Palermo, Italy
| |
Collapse
|
8
|
Hashemi B, Akram FA, Amirazad H, Dadashpour M, Sheervalilou M, Nasrabadi D, Ahmadi M, Sheervalilou R, Ameri Shah Reza M, Ghazi F, Roshangar L. Emerging importance of nanotechnology-based approaches to control the COVID-19 pandemic; focus on nanomedicine iterance in diagnosis and treatment of COVID-19 patients. J Drug Deliv Sci Technol 2022; 67:102967. [PMID: 34777586 PMCID: PMC8576597 DOI: 10.1016/j.jddst.2021.102967] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 11/03/2021] [Accepted: 11/03/2021] [Indexed: 02/06/2023]
Abstract
The ongoing outbreak of the newly emerged coronavirus disease 2019, which has tremendously concerned global health safety, is the result of infection with severe acute respiratory syndrome of coronavirus 2 with high morbidity and mortality. Because of the coronavirus has no specific treatment, so it is necessary to early detection and produce antiviral agents and efficacious vaccines in order to prevent the contagion of coronavirus. Due to the unique properties of nanomaterials, nanotechnology appears to be a highly relevant discipline in this global emergency, providing expansive chemical functionalization to develop advanced biomedical tools. Fascinatingly, nanomedicine as a hopeful approach for the treatment and diagnosis of diseases, could efficiently help success the fight among coronavirus and host cells. In this review, we will critically discuss how nanomedicine can play an indispensable role in creating useful treatments and diagnostics for coronavirus.
Collapse
Affiliation(s)
- Behnam Hashemi
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Firouzi-Amandi Akram
- Department of Immunology, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Halimeh Amirazad
- Department of Medical Biotechnology, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mehdi Dadashpour
- Department of Biotechnology, Faculty of Medicine, Semnan University of Medical Sciences, Semnan, Iran
- Biotechnology Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Milad Sheervalilou
- Infectious and Tropical Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Davood Nasrabadi
- Department of Biotechnology, Faculty of Medicine, Semnan University of Medical Sciences, Semnan, Iran
- Biotechnology Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Majid Ahmadi
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | | | - Farhood Ghazi
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Leila Roshangar
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| |
Collapse
|
9
|
Amornsiripanitch N, Chikarmane SA, Bay CP, Giess CS. Patients characteristics related to screening mammography cancellation and rescheduling rates during the COVID-19 pandemic. Clin Imaging 2021; 80:205-210. [PMID: 34340204 PMCID: PMC8320406 DOI: 10.1016/j.clinimag.2021.07.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 07/01/2021] [Accepted: 07/19/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE To identify patient characteristics associated with screening mammography cancellations and rescheduling during the COVID-19 pandemic. METHODS Scheduled screening mammograms during three time periods were retrospectively reviewed: state-mandated shutdown (3/17/2020-6/16/2020) during which screening mammography was cancelled, a period of 2 months immediately after screening mammography resumed (6/17/2020-8/16/2020), and a representative period prior to COVID-19 (6/17/2019-8/16/2019). Relative risk of cancellation before COVID-19 and after reopening was compared for age, race/ethnicity, insurance, history of chronic disease, and exam location, controlling for other collected variables. Risk of failure to reschedule was similarly compared between all 3 time periods. RESULTS Overall cancellation rate after reopening was higher than before shutdown (7663/16595, 46% vs 5807/15792, 37%; p < 0.001). Relative risk of cancellation after reopening increased with age (1.20 vs 1.27 vs 1.36 for ages at 25th, 50th, and 75th quartile or 53, 61, and 70 years, respectively, p < 0.001). Relative risk of cancellation was also higher among Medicare patients (1.41) compared to Medicaid and those with other providers (1.26 and 1.21, respectively, p < 0.001) and non-whites compared to whites (1.34 vs 1.25, p = 0.03). Rescheduling rate during shutdown was higher than before COVID-19 and after reopening for all patients (10,658/13593, 78%, 3569/5807, 61%, and 4243/7663, respectively, 55%, p < 0.001). Relative risk of failure to reschedule missed mammogram was higher in hospitals compared to outpatient settings both during shutdown and after reopening (0.62 vs 0.54, p = 0.005 and 1.29 vs 1.03, p < 0.001, respectively). CONCLUSION Minority race/ethnicity, Medicare insurance, and advanced age were associated with increased risk of screening mammogram cancellation during COVID-19.
Collapse
Affiliation(s)
- Nita Amornsiripanitch
- Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115, United States of America.
| | - Sona A Chikarmane
- Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115, United States of America.
| | - Camden P Bay
- Brigham and Women's Hospital, Harvard Medical School, 75 Francis Street, Boston, MA 02115, United States of America.
| | - Catherine S Giess
- Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, 1620 Tremont Street, Boston, MA 02120, United States of America.
| |
Collapse
|
10
|
Sreedharan S, Mian M, McArdle DJT, Rhodes A. The impact of the COVID-19 pandemic on diagnostic imaging services in Australia. J Med Imaging Radiat Oncol 2021; 66:377-384. [PMID: 34288493 PMCID: PMC8441785 DOI: 10.1111/1754-9485.13291] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 07/02/2021] [Indexed: 12/17/2022]
Abstract
Introduction The COVID‐19 pandemic is driving unprecedented changes in healthcare services worldwide. This study aimed to quantify the impact of the first wave of the COVID‐19 pandemic on diagnostic imaging services in Australia using an interrupted time series model. Methods Monthly data were extracted from the Australian Medicare Benefits Schedule for all diagnostic imaging services performed between January 2016 and December 2019. Holt‐Winters forecasting models were developed for total imaging services as well as for each imaging modality. The models were used to predict monthly data between January 2020 and June 2020 with a 95% confidence interval (P < 0.05). Absolute and percentage residual differences (RD) between observed and predicted services for this time period were calculated. Results There were statistically significant reductions in total imaging services performed in March 2020 (RD: −332260, −13.1%, 95% CI: −17.5% to −8.4%), April 2020 (RD: −716957, −32.4%, 95% CI: −36.2% to −28.1%) and May 2020 (RD: −571634, −21.4%, 95% CI: −25.1% to −17.3%). Nuclear medicine and CT services were relatively less impacted than general radiography, ultrasound, and MRI services. There was also a statistically significant increase in nuclear medicine and CT services performed in June 2020 compared to predicted values. Conclusions During the first wave of COVID‐19 in Australia, there was a significant reduction in total diagnostic imaging services, with variable impacts on different imaging modalities. These findings may have significant public health implications and can be used to inform evidence‐based strategies in the recovery phase of the pandemic.
Collapse
Affiliation(s)
| | - Mustafa Mian
- Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia
| | | | - Alexander Rhodes
- Department of Radiology, Royal Melbourne Hospital, Melbourne, Victoria, Australia.,Department of Radiology, University of Melbourne, Melbourne, Victoria, Australia
| |
Collapse
|
11
|
Nadauld LD, McDonnell CH, Beer TM, Liu MC, Klein EA, Hudnut A, Whittington RA, Taylor B, Oxnard GR, Lipson J, Lopatin M, Shaknovich R, Chung KC, Fung ET, Schrag D, Marinac CR. The PATHFINDER Study: Assessment of the Implementation of an Investigational Multi-Cancer Early Detection Test into Clinical Practice. Cancers (Basel) 2021; 13:3501. [PMID: 34298717 PMCID: PMC8304888 DOI: 10.3390/cancers13143501] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 01/22/2023] Open
Abstract
To examine the extent of the evaluation required to achieve diagnostic resolution and the test performance characteristics of a targeted methylation cell-free DNA (cfDNA)-based multi-cancer early detection (MCED) test, ~6200 participants ≥50 years with (cohort A) or without (cohort B) ≥1 of 3 additional specific cancer risk factors will be enrolled in PATHFINDER (NCT04241796), a prospective, longitudinal, interventional, multi-center study. Plasma cfDNA from blood samples will be analyzed to detect abnormally methylated DNA associated with cancer (i.e., cancer "signal") and a cancer signal origin (i.e., tissue of origin). Participants with a "signal detected" will undergo further diagnostic evaluation per guiding physician discretion; those with a "signal not detected" will be advised to continue guideline-recommended screening. The primary objective will be to assess the number and types of subsequent diagnostic tests needed for diagnostic resolution. Based on microsimulations (using estimates of cancer incidence and dwell times) of the typical risk profiles of anticipated participants, the median (95% CI) number of participants with a "signal detected" result is expected to be 106 (87-128). Subsequent diagnostic evaluation is expected to detect 52 (39-67) cancers. The positive predictive value of the MCED test is expected to be 49% (39-58%). PATHFINDER will evaluate the integration of a cfDNA-based MCED test into existing clinical cancer diagnostic pathways. The study design of PATHFINDER is described here.
Collapse
Affiliation(s)
- Lincoln D. Nadauld
- Hematology/Oncology, Intermountain Healthcare, St. George, UT 84790, USA
| | | | - Tomasz M. Beer
- Hematology/Medical Oncology, Oregon Health & Science University Knight Cancer Institute, Portland, OR 97239, USA;
| | - Minetta C. Liu
- Departments of Oncology and Laboratory Medicine & Pathology, Mayo Clinic, Rochester, MN 55905, USA;
| | - Eric A. Klein
- Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH 44195, USA;
| | - Andrew Hudnut
- Sutter Health, Sacramento, CA 95816, USA; (C.H.M.III); (A.H.)
| | - Richard A. Whittington
- Department of Internal Medicine, Intermountain Healthcare, Salt Lake City, UT 84111, USA; (R.A.W.); (B.T.)
| | - Bruce Taylor
- Department of Internal Medicine, Intermountain Healthcare, Salt Lake City, UT 84111, USA; (R.A.W.); (B.T.)
| | - Geoffrey R. Oxnard
- Department of Medical Oncology, Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA; (G.R.O.); (D.S.); (C.R.M.)
| | - Jafi Lipson
- Radiology Department, Stanford Hospital and Clinics, Stanford, CA 94305, USA;
| | - Margarita Lopatin
- GRAIL, Inc., Menlo Park, CA 94025, USA; (M.L.); (R.S.); (K.C.C.); (E.T.F.)
| | - Rita Shaknovich
- GRAIL, Inc., Menlo Park, CA 94025, USA; (M.L.); (R.S.); (K.C.C.); (E.T.F.)
| | - Karen C. Chung
- GRAIL, Inc., Menlo Park, CA 94025, USA; (M.L.); (R.S.); (K.C.C.); (E.T.F.)
| | - Eric T. Fung
- GRAIL, Inc., Menlo Park, CA 94025, USA; (M.L.); (R.S.); (K.C.C.); (E.T.F.)
| | - Deborah Schrag
- Department of Medical Oncology, Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA; (G.R.O.); (D.S.); (C.R.M.)
| | - Catherine R. Marinac
- Department of Medical Oncology, Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA 02215, USA; (G.R.O.); (D.S.); (C.R.M.)
| |
Collapse
|
12
|
Abstract
Soon after reports of a novel coronavirus capable of causing severe pneumonia surfaced in late 2019, expeditious global spread of the Severe Acute Respiratory Distress Syndrome Coronavirus 2 (SARS-CoV-2) forced the World Health Organization to declare an international state of emergency. Although best known for causing symptoms of upper respiratory tract infection in mild cases and fulminant pneumonia in severe disease, Coronavirus Disease 2019 (COVID-19) has also been associated with gastrointestinal, neurologic, cardiac, and hematologic presentations. Despite concerns over poor specificity and undue radiation exposure, chest imaging nonetheless remains central to the initial diagnosis and monitoring of COVID-19 progression, as well as to the evaluation of complications. Classic features on chest CT include ground-glass and reticular opacities with or without superimposed consolidations, frequently presenting in a bilateral, peripheral, and posterior distribution. More recently, studies conducted with MRI have shown excellent concordance with chest CT in visualizing typical features of COVID-19 pneumonia. For patients in whom exposure to ionizing radiation should be avoided, particularly pregnant patients and children, pulmonary MRI may represent a suitable alternative to chest CT. Although PET imaging is not typically considered among first-line investigative modalities for the diagnosis of lower respiratory tract infections, numerous reports have noted incidental localization of radiotracer in parenchymal regions of COVID-19-associated pulmonary lesions. These findings are consistent with data from Middle East Respiratory Syndrome-CoV cohorts which suggested an ability for 18F-FDG PET to detect subclinical infection and lymphadenitis in subjects without overt clinical signs of infection. Though highly sensitive, use of PET/CT for primary detection of COVID-19 is constrained by poor specificity, as well as considerations of cost, radiation burden, and prolonged exposure times for imaging staff. Even still, decontamination of scanner bays is a time-consuming process, and proper ventilation of scanner suites may additionally require up to an hour of downtime to allow for sufficient air exchange. Yet, in patients who require nuclear medicine investigations for other clinical indications, PET imaging may yield the earliest detection of nascent infection in otherwise asymptomatic individuals. Especially for patients with concomitant malignancies and other states of immunocompromise, prompt recognition of infection and early initiation of supportive care is crucial to maximizing outcomes and improving survivability.
Collapse
Key Words
- sars-cov, severe acute respiratory syndrome coronavirus
- covid-19, coronavirus disease 2019
- ct, computed tomography
- mri, magnetic resonance imaging
- pet, positron emission tomography
- ggo, ground-glass opacity
- rt-pcr, reverse transcription polymerase chain reaction
- 18f-fdg, 18f-labelled fluorodeoxyglucose
- suvmax, maximum standardized uptake
- mip, maximum intensity projection
- 68ga-psma, 68ga-labelled prostate-specific membrane antigen
- 18f-choline, 18f-labelled choline
Collapse
Affiliation(s)
- Brandon K K Fields
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Natalie L Demirjian
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Integrative Anatomical Sciences, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Habibollah Dadgar
- Razavi Cancer Research Center, RAZAVI Hospital, Imam Reza International University, Mashhad, Iran
| | - Ali Gholamrezanezhad
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Radiology, University of Southern California, Los Angeles, CA 90033, United States of America.
| |
Collapse
|
13
|
Shedding Light on the Direct and Indirect Impact of the COVID-19 Pandemic on the Lebanese Radiographers or Radiologic Technologists: A Crisis within Crises. Healthcare (Basel) 2021; 9:healthcare9030362. [PMID: 33807020 PMCID: PMC8005091 DOI: 10.3390/healthcare9030362] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/14/2021] [Accepted: 03/21/2021] [Indexed: 02/07/2023] Open
Abstract
With the novel coronavirus disease 2019 (COVID-19) pandemic, the need for radiologic procedures is increasing for the effective diagnosis and follow-up of pulmonary diseases. There is an immense load on the radiographers’ shoulders to cope with all the challenges associated with the pandemic. However, amidst this crisis, Lebanese radiographers are also suffering from a socioeconomic crisis and record hyperinflation that have posed additional challenges. A cross-sectional study was conducted among registered Lebanese radiographers to assess the general, workplace conditions, health and safety, mental/psychologic, financial, and skill/knowledge development impacts. Despite applying an adapted safety protocol, institutions are neither providing free RT-PCR testing to their staff nor showing adequate support for infected staff members, thus causing distress about contracting the virus from the workplace. Aggravated by the deteriorating economic situation that affected the radiographers financially, they additionally suffer from severe occupational physical and mental burnout. Regardless of that, they used their free time during the lockdown for skill/knowledge development and have performed many recreational activities. This cross-sectional study highlighted the different ways the pandemic has impacted the radiographers: physically, psychologically, and financially. It aimed to shed light on what these frontline heroes are passing through in the midst of all these unprecedented crises.
Collapse
|
14
|
Le VT, Akbari YS, El-Ali AM. An unexpected upheaval: pediatric radiology fellows' experience during COVID-19. Pediatr Radiol 2021; 51:216-219. [PMID: 33416923 PMCID: PMC7791337 DOI: 10.1007/s00247-020-04899-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 08/11/2020] [Accepted: 10/20/2020] [Indexed: 11/30/2022]
Affiliation(s)
- Viet T. Le
- grid.239573.90000 0000 9025 8099Department of Radiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH USA
| | - Yasmin S. Akbari
- grid.412408.bDepartment of Pediatric Radiology, Texas Children’s Hospital/Baylor College of Medicine, Houston, TX USA
| | - Alexander M. El-Ali
- grid.239552.a0000 0001 0680 8770Department of Pediatric Radiology, Children’s Hospital of Philadelphia, 3401 Civic Center Blvd., Philadelphia, PA 19104 USA
| |
Collapse
|
15
|
Abbasi F, Gholamrezanezhad A, Jokar N, Assadi M. A Path to New Normal of Nuclear Medicine Facilities: Considerations for Reopening. ASIA OCEANIA JOURNAL OF NUCLEAR MEDICINE & BIOLOGY 2021; 9:80-85. [PMID: 33392356 PMCID: PMC7701226 DOI: 10.22038/aojnmb.2020.16887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Revised: 09/05/2020] [Accepted: 09/08/2020] [Indexed: 11/06/2022]
Abstract
The stormy clouds of the coronavirus disease 2019 outbreak caused a rapidly spreading epidemic still hanging over the sphere. Any steps to transition toward a new normal should be guided by health authorities, together with economic and societal considerations. There are various items mainly falling into three classifications, including patient worry, clinical demand, and economic recession. Social distancing, lay-offs, and decreased number of patients with health insurance may lead to a prolonged period to retrieve normalcy. To return to a new normal, an individualized management model should be developed for each laboratory based on staff, instruments, services, crowding, physical space, hospital base unit, or outpatient clinic. Continuous training of different occupational staffs is among the key parameters in maintaining this readiness. The proposed response model should have internal and systemic integrity as well as coherence among the included items in two intra- and inter-unit management categories, namely thinking globally and acting locally.
Collapse
Affiliation(s)
- Farhad Abbasi
- Department of Infectious Diseases, Bushehr University of Medical Sciences, Bushehr, Iran
| | - Ali Gholamrezanezhad
- Department of Diagnostic Radiology, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Narges Jokar
- Persian Gulf Nuclear Medicine Research Center, Bushehr University of Medical Sciences, Bushehr, Iran
| | - Majid Assadi
- Persian Gulf Nuclear Medicine Research Center, Bushehr University of Medical Sciences, Bushehr, Iran
| |
Collapse
|
16
|
González-Ortiz S, Medrano S, Maiques JM, Capellades J. Challenges in Neuroimaging in COVID-19 Pandemia. Front Neurol 2020; 11:579079. [PMID: 33329320 PMCID: PMC7734130 DOI: 10.3389/fneur.2020.579079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 10/14/2020] [Indexed: 01/08/2023] Open
Affiliation(s)
- Sofía González-Ortiz
- Neuroradiology Section, Radiology Department, Hospital del Mar, Barcelona, Spain
| | - Santiago Medrano
- Neuroradiology Section, Radiology Department, Hospital del Mar, Barcelona, Spain
| | - José María Maiques
- Neuroradiology Section, Radiology Department, Hospital del Mar, Barcelona, Spain
| | - Jaume Capellades
- Neuroradiology Section, Radiology Department, Hospital del Mar, Barcelona, Spain
| |
Collapse
|
17
|
Demirjian NL, Fields BKK, Song C, Reddy S, Desai B, Cen SY, Salehi S, Gholamrezanezhad A. Impacts of the Coronavirus Disease 2019 (COVID-19) pandemic on healthcare workers: A nationwide survey of United States radiologists. Clin Imaging 2020; 68:218-225. [PMID: 32892107 PMCID: PMC7456195 DOI: 10.1016/j.clinimag.2020.08.027] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 07/28/2020] [Accepted: 08/24/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Efforts to reduce nosocomial spread of COVID-19 have resulted in unprecedented disruptions in clinical workflows and numerous unexpected stressors for imaging departments across the country. Our purpose was to more precisely evaluate these impacts on radiologists through a nationwide survey. METHODS A 43-item anonymous questionnaire was adapted from the AO Spine Foundation's survey and distributed to 1521 unique email addresses using REDCap™ (Research Electronic Data Capture). Additional invitations were sent out to American Society of Emergency Radiology (ASER) and Association of University Radiologists (AUR) members. Responses were collected over a period of 8 days. Descriptive analyses and multivariate modeling were performed using SAS v9.4 software. RESULTS A total of 689 responses from radiologists across 44 different states met the criteria for inclusion in the analysis. As many as 61% of respondents rated their level of anxiety with regard to COVID-19 to be a 7 out of 10 or greater, and higher scores were positively correlated the standardized number of COVID-19 cases in a respondent's state (RR = 1.11, 95% CI: 1.02-1.21, p = 0.01). Citing the stressor of "personal health" was a strong predictor of higher anxiety scores (RR 1.23; 95% CI: 1.13-1.34, p < 0.01). By contrast, participants who reported needing no coping methods were more likely to self-report lower anxiety scores (RR 0.4; 95% CI: 0.3-0.53, p < 0.01). CONCLUSION COVID-19 has had a significant impact on radiologists across the nation. As these unique stressors continue to evolve, further attention must be paid to the ways in which we may continue to support radiologists working in drastically altered practice environments and in remote settings.
Collapse
Affiliation(s)
- Natalie L Demirjian
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Integrative Anatomical Sciences, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Brandon K K Fields
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Catherine Song
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Sravanthi Reddy
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Radiology, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Bhushan Desai
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Radiology, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Steven Y Cen
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Radiology, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Sana Salehi
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Radiology, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Ali Gholamrezanezhad
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Radiology, University of Southern California, Los Angeles, CA 90033, United States of America.
| |
Collapse
|
18
|
Adelhoefer S, Henry TS, Blankstein R, Graham G, Blaha MJ, Dzaye O. Declining interest in clinical imaging during the COVID-19 pandemic: An analysis of Google Trends data. Clin Imaging 2020; 73:20-22. [PMID: 33260013 DOI: 10.1016/j.clinimag.2020.11.037] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 10/13/2020] [Accepted: 11/10/2020] [Indexed: 01/13/2023]
Abstract
OBJECTIVE Current evidence suggests a decrease in elective diagnostic imaging procedures during the COVID-19 pandemic with potentially severe long-term consequences. The aim of this study was to quantify recent trends in public interest and related online search behavior for a range of imaging modalities, and "nowcast" future scenarios with respect to imaging use. METHODS We used Google Trends, a publicly available database to access search query data in systematic and quantitative fashion, to search for key terms related to clinical imaging. We queried the search volume for multiple imaging modalities, identified the most common terms, extracted data for the United States over the time range from August 1, 2016 to August 1, 2020. Results were given in relative terms, using the Google metric 'search volume index'. RESULTS We report a decrease in public interest across all imaging modalities since March 2020 with a subsequent slow increase starting in May 2020. Mean relative search volume (RSV) has changed by -19.4%, -38.3%, and -51.0% for the search terms "Computed tomography", "Magnetic resonance imaging", and "Mammography", respectively, and comparing the two months prior to and following March 1, 2020. RSV has since steadily recuperated reaching all-year highs. CONCLUSION Decrease in public interest coupled with delays and deferrals of diagnostic imaging will likely result in a high demand for healthcare in the coming months. To respond to this challenge, measures such as risk-stratification algorithms must be developed to allocate resources and avoid the risk of overstraining the healthcare system.
Collapse
Affiliation(s)
- Siegfried Adelhoefer
- Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Radiology and Neuroradiology, Charité, Berlin, Germany
| | - Travis S Henry
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, United States
| | - Ron Blankstein
- Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | | | - Michael J Blaha
- Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Omar Dzaye
- Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Radiology and Neuroradiology, Charité, Berlin, Germany; Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
| |
Collapse
|
19
|
Fields BKK, Demirjian NL, Gholamrezanezhad A. Coronavirus Disease 2019 (COVID-19) diagnostic technologies: A country-based retrospective analysis of screening and containment procedures during the first wave of the pandemic. Clin Imaging 2020; 67:219-225. [PMID: 32871426 PMCID: PMC7448874 DOI: 10.1016/j.clinimag.2020.08.014] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 08/02/2020] [Accepted: 08/24/2020] [Indexed: 02/06/2023]
Abstract
Since first report of a novel coronavirus in December of 2019, the Coronavirus Disease 2019 (COVID-19) pandemic has crippled healthcare systems around the world. While many initial screening protocols centered around laboratory detection of the virus, early testing assays were thought to be poorly sensitive in comparison to chest computed tomography, especially in asymptomatic disease. Coupled with shortages of reverse transcription polymerase chain reaction (RT-PCR) testing kits in many parts of the world, these regions instead turned to the use of advanced imaging as a first-line screening modality. However, in contrast to previous Severe Acute Respiratory Syndrome and Middle East Respiratory Syndrome coronavirus epidemics, chest X-ray has not demonstrated optimal sensitivity to be of much utility in first-line screening protocols. Though current national and international guidelines recommend for the use of RT-PCR as the primary screening tool for suspected cases of COVID-19, institutional and regional protocols must consider local availability of resources when issuing universal recommendations. Successful containment and social mitigation strategies worldwide have been thus far predicated on unified governmental responses, though the underlying ideologies of these practices may not be widely applicable in many Western nations. As the strain on the radiology workforce continues to mount, early results indicate a promising role for the use of machine-learning algorithms as risk stratification schema in the months to come.
Collapse
Affiliation(s)
- Brandon K K Fields
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Natalie L Demirjian
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Integrative Anatomical Sciences, University of Southern California, Los Angeles, CA 90033, United States of America
| | - Ali Gholamrezanezhad
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, United States of America; Department of Radiology, University of Southern California, Los Angeles, CA 90033, United States of America.
| |
Collapse
|