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Ukachukwu AEK, Abu-Bonsrah N, Seas A, Petitt Z, Waguia-Kouam R, Ramos S, Edwards A, Deng DD, Haglund MM, Fuller AT. The impact of COVID-19 pandemic on global neurosurgery collaborations. World Neurosurg X 2024; 21:100244. [PMID: 38221953 PMCID: PMC10787299 DOI: 10.1016/j.wnsx.2023.100244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 09/16/2023] [Accepted: 10/04/2023] [Indexed: 01/16/2024] Open
Affiliation(s)
- Alvan-Emeka K. Ukachukwu
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
- Department of Neurosurgery, Duke University Health System, Durham, NC, USA
- Duke University School of Medicine, Durham, NC, USA
| | - Nancy Abu-Bonsrah
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Research Department, Association of Future African Neurosurgeons, Yaounde, Cameroon
| | - Andreas Seas
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
- Duke University School of Medicine, Durham, NC, USA
- Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Zoey Petitt
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
- Duke University School of Medicine, Durham, NC, USA
- Duke Global Health Institute, Durham, NC, USA
| | - Romaric Waguia-Kouam
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
- Campbell University School of Osteopathic Medicine, Lillington, NC, USA
| | - Samantha Ramos
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
| | - Alyssa Edwards
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Di D. Deng
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
| | - Michael M. Haglund
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
- Department of Neurosurgery, Duke University Health System, Durham, NC, USA
- Duke University School of Medicine, Durham, NC, USA
- Duke Global Health Institute, Durham, NC, USA
| | - Anthony T. Fuller
- Duke Global Neurosurgery and Neurology, Duke University, Durham, NC, USA
- Department of Neurosurgery, Duke University Health System, Durham, NC, USA
- Duke University School of Medicine, Durham, NC, USA
- Duke Global Health Institute, Durham, NC, USA
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Güdük M, Orhun Ö, Dursun AT, Küçüksüleymanoğlu D, Deniz Z, Usseli MI, Bozkurt B, Kardeş S, Ekşi MŞ. Impact of COVID-19 on interest in pediatric neurosurgery related symptoms, diseases, and treatments. J Neurosurg Sci 2023; 67:702-706. [PMID: 34114435 DOI: 10.23736/s0390-5616.21.05416-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND More and more often, patients use online resources to increase their knowledge/confidence in conventional medicine. Thus, the evaluation of the internet search trends may offer an insight into patients' perception of the healthcare system during the pandemic, especially for medical specialties with invasive interventions such as pediatric neurosurgery. METHODS A total of 140 keywords representing a wide range of pediatric neurosurgery related symptoms/signs, diseases, and treatments were defined. Google Trends tool was queried for the predefined keywords within the United States from January 01, 2016, to November 17, 2020. Two periods in 2020, March 15to July 4and July 5to October 31, were compared with similar periods over the preceding four years (2016-2019). We performed analyses in three sections: symptoms/signs, diseases, and treatments. RESULTS Public interest has shifted from regular pediatric neurosurgery related symptoms/signs, diseases, and treatments to the ones related with neurological aspects of COVID-19 both in initial and short-term stages of the pandemic. CONCLUSIONS Google Trends highlights that the link between neurosurgeon/pediatric patients/caregivers needs to be further empowered by growing educational efforts.
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Affiliation(s)
- Mustafa Güdük
- Department of Neurosurgery, School of Medicine, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Türkiye
| | - Ömer Orhun
- School of Medicine, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Türkiye
| | - Ahmet T Dursun
- School of Medicine, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Türkiye
| | | | - Zeynep Deniz
- School of Medicine, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Türkiye
| | - Murat I Usseli
- Department of Neurosurgery, School of Medicine, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Türkiye
| | - Baran Bozkurt
- Department of Neurosurgery, School of Medicine, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Türkiye
| | - Sinan Kardeş
- Department of Medical Ecology and Hydroclimatology, Faculty of Medicine, Istanbul University, Istanbul, Türkiye
| | - Murat Ş Ekşi
- Department of Neurosurgery, School of Medicine, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Türkiye -
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Kuo CC, Aguirre AO, Kassay A, Donnelly BM, Bakr H, Aly M, Ezzat AA, Soliman MA. A look at the global impact of COVID-19 pandemic on neurosurgical services and residency training. SCIENTIFIC AFRICAN 2023; 19:e01504. [PMID: 36531434 PMCID: PMC9747235 DOI: 10.1016/j.sciaf.2022.e01504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 11/18/2022] [Accepted: 12/12/2022] [Indexed: 12/15/2022] Open
Abstract
Background The COVID-19 pandemic has left an indelible effect on healthcare delivery and education system, including residency training. Particularly, neurosurgical departments worldwide had to adapt their operating model to the constantly changing pandemic landscape. This review aimed to quantify the reduction in neurosurgical operative volume and describe the impact of these trends on neurosurgical residency training. Methods We performed a comprehensive search of PubMed and EMBASE between December 2019 and October 2022 to identify studies comparing pre-pandemic and pandemic neurosurgical caseloads as well as articles detailing the impact of COVID-19 on neurosurgery residency training. Statistical analysis of quantitative data was presented as pooled odds ratio (OR) and 95% confidence intervals (CI). Results A total of 49 studies met the inclusion criteria, of which 12 (24.5%) were survey-based. The case volume of elective surgeries and non-elective procedures decreased by 70.4% (OR=0.296, 95%CI 0.210-0.418) and 68.2% (OR=0.318, 95%CI 0.193-0.525), respectively. A significant decrease was also observed in functional (OR=0.542, 95%CI 0.394-0.746), spine (OR=0.545, 95%CI 0.409-0.725), and skull base surgery (OR=0.545, 95%CI 0.409-0.725), whereas the caseloads for tumor (OR=1.029, 95%CI 0.838-1.263), trauma (OR=1.021, 95%CI 0.846-1.232), vascular (OR=1.001, 95%CI 0.870-1.152), and pediatric neurosurgery (OR=0.589, 95%CI 0.344-1.010) remained relatively the same between pre-pandemic and pandemic periods. The reduction in caseloads had caused concerns among residents and program directors in regard to the diminished clinical exposure, financial constraints, and mental well-being. Some positives highlighted were rapid adaptation to virtual educational platforms and increasing time for self-learning and research activities. Conclusion While COVID-19 has brought about significant disruptions in neurosurgical practice and training, this unprecedented challenge has opened the door for technological advances and collaboration that broaden the accessibility of resources and reduce the worldwide gap in neurosurgical education.
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Affiliation(s)
- Cathleen C. Kuo
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA
| | - Alexander O. Aguirre
- Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA
| | - Andrea Kassay
- Department of Neurosurgery, Western University, Windsor, Canada
| | - Brianna M. Donnelly
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hofstra University, Hempstead, NY, USA
| | | | - Mohamed Aly
- Department of Radiology, National Heart Institute, Giza, Egypt
| | - Ahmed A.M. Ezzat
- Department of Neurosurgery, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mohamed A.R. Soliman
- Department of Neurosurgery, Faculty of Medicine, Cairo University, Cairo, Egypt,Department of Neurosurgery, Jacobs School of Medicine and Biomedical Sciences at University at Buffalo, Buffalo, NY, USA,Corresponding author at: Department of Neurosurgery, Faculty of Medicine, Cairo University, Cairo, Egypt
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Sookaromdee P, Wiwanitkit V. Open neural tube defects and COVID-19: Correspondence. J Pediatr Neurosci 2023. [DOI: 10.4103/jpn.jpn_213_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
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Joshi S, Khan M, Jelen MB, Pandit AS. Current Attitudes Toward Neuroanatomy: A Comparative Cross-Sectional Survey of Neurosurgeons from the United Kingdom and Worldwide. World Neurosurg 2022; 166:e607-e623. [PMID: 35868505 DOI: 10.1016/j.wneu.2022.07.054] [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: 05/09/2022] [Revised: 07/12/2022] [Accepted: 07/13/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE How attitudes toward neuroanatomy and preferences of studying resources vary among neurosurgeons is unknown. The impact of the coronavirus disease 2019 (COVID-19) pandemic on anatomy learning habits is also yet to be elucidated. In this study, we explore these objectives, to guide the development of future neurosurgeon-tailored anatomy education and resources. METHODS This was a 2-stage, cross-sectional study design comprising a local pilot survey followed by a structured 17-item questionnaire, distributed to both neurosurgical trainees and consultants. Grade and nationality differences in sentiment agreement were statistically compared. RESULTS A total of 365 responses were received from 32 countries (overall response rate, 23.2%). Neuroanatomy is highly regarded among most neurosurgeons and takes a central role in their professional identity. Yet, 69% of neurosurgeons wanted to spend more time learning. Common study prompts included perceived operative complexity, lack of familiarity and teaching. Financial barriers and motivation were obstacles limiting neuroanatomy learning, more so among trainee neurosurgeons, with personal commitment barriers significantly varying with geographic location. Surgical relevance, accessibility, and image quality were important factors when selecting anatomy resources, with cost and up-to-datedness being important for juniors. The COVID-19 pandemic saw a shift toward virtual resources, particularly affecting United Kingdom-based trainees. CONCLUSIONS Although neuroanatomy is well regarded, barriers exist that impede further neuroanatomy learning. Neurosurgical training programs should tailor anatomy education according to the seniority and background of their residents. Furthermore, resources that are surgically relevant and accessible and are of high image quality are more likely to be better used.
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Affiliation(s)
- Shivani Joshi
- University College London Medical School, University College London, London, United Kingdom
| | - Mehdi Khan
- University College London Medical School, University College London, London, United Kingdom
| | - Maria B Jelen
- Department of Psychology and Language Sciences, University College London, London, United Kingdom
| | - Anand S Pandit
- Victor Horsley Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, United Kingdom.
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Majeed A, Wright T, Guo B, Arora RS, Lam CG, Martiniuk AL. The Global Impact of COVID-19 on Childhood Cancer Outcomes and Care Delivery - A Systematic Review. Front Oncol 2022; 12:869752. [PMID: 35463381 PMCID: PMC9023072 DOI: 10.3389/fonc.2022.869752] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 03/14/2022] [Indexed: 11/25/2022] Open
Abstract
Background Childhood cancer represents a leading cause of death and disease burden in high income countries (HICs) and low-and-middle income countries (LMICs). It is postulated that the current COVID-19 pandemic has hampered global development of pediatric oncology care programs. This systematic review aimed to comprehensively review the global impact of COVID-19 on childhood cancer clinical outcomes and care delivery. Methods A systematic search was conducted on PubMed, Embase, Medline, and the African Medical Index from inception to November 3, 2021 following PRISMA guidelines. A manual search was performed to identify additional relevant studies. Articles were selected based on predetermined eligibility criteria. Findings The majority of studies reported patients with cancer and COVID-19 presenting as asymptomatic (HICs: 33.7%, LMICs: 22.0%) or with primary manifestations of fever (HICs: 36.1%, LMICs: 51.4%) and respiratory symptoms (HICs: 29.6%, LMICs: 11.7%). LMICs also reported a high frequency of patients presenting with cough (23.6%) and gastrointestinal symptoms (10.6%). The majority of patients were generally noted to have a good prognosis; however the crude mortality rate was higher in LMICs when compared to HICs (8.0% vs 1.8%). Moreover, the pandemic has resulted in delays and interruptions to cancer therapies and delays in childhood cancer diagnoses in both HICs and LMICs. However, these findings were disproportionately reported in LMICs, with significant staff shortages, supply chain disruptions, and limited access to cancer therapies for patients. Conclusions The COVID-19 pandemic has resulted in delays and interruptions to childhood cancer therapies and delays in childhood cancer diagnoses, and disproportionately so within LMICs. This review provides lessons learned for future system-wide disruptions to care, as well as provides key points for moving forward better with care through the remainder of this pandemic. Systematic Review Registration CRD42021266758, https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=266758
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Affiliation(s)
- Amna Majeed
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Tom Wright
- School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Biqi Guo
- School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Ramandeep S Arora
- Department of Medical Oncology, Max Super-Specialty Hospital, New Delhi, India
| | - Catherine G Lam
- Department of Global Pediatric Medicine and Oncology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Alexandra L Martiniuk
- School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
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Yiasemidou M. The Impact of COVID-19 on Surgical Training: the Past, the Present and the Future. Indian J Surg 2022; 84:131-138. [PMID: 34149230 PMCID: PMC8197597 DOI: 10.1007/s12262-021-02964-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Accepted: 05/19/2021] [Indexed: 01/07/2023] Open
Abstract
The COVID-19 pandemic and infection control measures had an unavoidable impact on surgical services. During the first wave of the pandemic, elective surgery, endoscopy, and 'face-to-face' clinics were discontinued after recommendations from professional bodies. In addition, training courses, examinations, conferences, and training rotations were postponed or cancelled. Inadvertently, infection control and prevention measures, both within and outside hospitals, have caused a significant negative impact on training. At the same time, they have given space to new technologies, like telemedicine and platforms for webinars, to blossom. While the recovery phase is well underway in some parts of the world, most surgical services are not operating at full capacity. Unfortunately, some countries are still battling a second or third wave of the pandemic with severely negative consequences on surgical services. Several studies have looked into the impact of COVID-19 on surgical training. Here, an objective overview of studies from different parts of the world is presented. Also, evidence-based solutions are suggested for future surgical training interventions.
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Affiliation(s)
- Marina Yiasemidou
- NIHR Academic Clinical Lecturer in General Surgery, Hull York Medical School, Hull, UK
- ST7 Colorectal Surgery, Bradford Teaching Hospitals, Bradford, UK
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Permana GI, Faris M, Subagio EA, Bajamal AH. The effects of the coronavirus disease 2019 pandemic on neurospine surgery practice in the referral center hospital developing country. Surg Neurol Int 2022; 12:620. [PMID: 34992936 PMCID: PMC8720481 DOI: 10.25259/sni_708_2021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Accepted: 08/13/2021] [Indexed: 11/08/2022] Open
Abstract
Background: The coronavirus disease 2019 (COVID-19) pandemic represents a once in a century challenge to human health care with over 4.5 million cases and over 300,000 deaths thus far. Surgical practice has been significantly impacted with all specialties writing guidelines for how to manage during this crisis. This study reported the effect of the COVID-19 pandemic on the neurosurgical practice, especially neurospine, in the outpatient visit, emergency department, and the surgical procedure. Methods: This study is the comparative retrospective about neurospine practice in the outpatient visit, emergency department, and the surgical procedure among before and during COVID-19 pandemic. We recorded data from January to December 2019 (before COVID-19 pandemic) and compared with the same period in the 2020 (during a COVID-19 pandemic). Results: A total of the outpatient visits, the average number per month was 28 ± 10.5 visits per month before the pandemic. The average number outpatient visit per month during the pandemic was 19 ± 11.1 visits per month, with the lowest in July 2020. The result of the average monthly neurospine surgical procedure before the pandemic was 5 ± 1.9 operations per month. Compared during the pandemic, there was decreased in the neurospine surgical procedure with the average number was 2 ± 2.7 operations per month. The decreased number significantly happens in the surgical procedure and emergency department patient (P < 0.05), while in the outpatient visit, the decreased statistically not significantly (P > 0.05). Conclusion: The COVID-19 pandemic changed all scopes of medical practice and training. Considering the limitation in the available resources, the number of educational cases may decrease in subspecialized disciplines such as neurospine neurosurgery. The COVID-19 pandemic affects in the neurospine and neurosurgery treatment policy in the referral tertiary hospital.
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Affiliation(s)
- Galih Indra Permana
- Department of Neurosurgery, Airlangga University, - Dr. Soetomo General Academic Hospital, Surabaya, West Java, Indonesia
| | - Muhammad Faris
- Department of Neurosurgery, Universitas Airlangga - Dr. Soetomo General Academic Hospital, Surabaya, West Java, Indonesia
| | - Eko Agus Subagio
- Department of Neurosurgery, Universitas Airlangga - Dr. Soetomo General Academic Hospital, Surabaya, West Java, Indonesia
| | - Abdul Hafid Bajamal
- Department of Neurosurgery, Airlangga University, - Dr. Soetomo General Academic Hospital, Surabaya, West Java, Indonesia
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The impact of the COVID-19 pandemic on global neurosurgical education: a systematic review. Neurosurg Rev 2021; 45:1101-1110. [PMID: 34623526 PMCID: PMC8497188 DOI: 10.1007/s10143-021-01664-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Revised: 09/22/2021] [Accepted: 09/30/2021] [Indexed: 02/07/2023]
Abstract
The COVID-19 pandemic has disrupted neurosurgical training worldwide, with the shutdown of academic institutions and the reduction of elective surgical procedures. This impact has disproportionately affected LMICs (lower- and/or middle-income countries), already burdened by a lack of neurosurgical resources. Thus, a systematic review was conducted to examine these challenges and innovations developed to adapt effective teaching and learning for medical students and neurosurgical trainees. A systematic review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols (PRISMA-P) and The Cochrane Handbook of Systematic Reviews of Interventions. MEDLINE, PubMed, Embase and Cochrane databases were accessed, searching and screening literature from December 2019 to 5th December 2020 with set inclusion and exclusion criteria. Screening identified 1254 articles of which 26 were included, providing data from 96 countries. Twenty-three studies reported transition to online learning, with 8 studies also mentioned redeployment into COVID wards with 2 studies mentioning missed surgical exposure as a consequence. Of 7 studies conducted in LMICs, 3 reported residents suffering financial insecurities from reduced surgical caseload and recession. Significant global disruption in neurosurgical teaching and training has arisen from the COVID-19 pandemic. Decreased surgical exposure has negatively impacted educational provision. However, advancements in virtual technology have allowed for more affordable, accessible training especially in LMICs. Using this, initiatives to reduce physical and mental stress experienced by trainees should be paramount.
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Azab MA, Azzam AY. Impact of COVID-19 pandemic on the management of glioma patients around the world. An evidence-based review. BRAIN DISORDERS 2021; 2:100012. [PMID: 33997826 PMCID: PMC8106822 DOI: 10.1016/j.dscb.2021.100012] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 05/08/2021] [Indexed: 02/06/2023] Open
Abstract
Background The coronavirus pandemic has affected many health care services worldwide since the emergence of the first case in Wuhan. Surgical neuro-oncology care is a fundamental part of hospital services, making it susceptible to strategic changes amid the COVID-19 pandemic. Methods An electronic search on several databases (PubMed/Medline, Scopus, and Google Scholar) from the beginning of the pandemic to the end of 2020, each paper was reviewed independently. The publication inclusion and exclusion criteria were done using Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) guidelines. Results Eight studies were found to be eligible for our meta-analysis. Most of the studies were on a retrospective basis, except one which was retrospective and prospective. An overall of 951 glioma patients’ were included for surgical admission from the beginning of the pandemic until 2020. Seventy-four patients' had mortality outcomes, and 250 patients had complications for both surgical admitted and non-surgical admitted purposes. Conclusions To our knowledge, we made the first systematic review and meta-analysis regarding the management of glioma patients’ during the pandemic of COVID-19. Our main findings are that the number of surgical admissions for glioma patients’ did not significantly differ between COVID-19 negative and COVD-19 positive cases; however, surprisingly, we found that both overall complications and mortality outcomes were more significant COVID-19 negative patients’ from the reported studies.
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Affiliation(s)
- Mohammed A Azab
- Department of Neurosurgery, Cairo University Faculty of Medicine, Cairo, Egypt
| | - Ahmed Y Azzam
- October 6 University Faculty of Medicine, Giza, Egypt
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Presidential address-the Black Swan: ISPN and pediatric neurosurgery in times of COVID-19. Childs Nerv Syst 2021; 37:3293-3301. [PMID: 34357426 PMCID: PMC8343214 DOI: 10.1007/s00381-021-05306-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Accepted: 07/21/2021] [Indexed: 10/28/2022]
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