Cancer in Lockdown: Impact of the COVID-19 Pandemic on Patients with Cancer.
Identifieur interne : 000C20 ( Main/Corpus ); précédent : 000C19; suivant : 000C21Cancer in Lockdown: Impact of the COVID-19 Pandemic on Patients with Cancer.
Auteurs : Harsha Moraliyage ; Daswin De Silva ; Weranja Ranasinghe ; Achini Adikari ; Damminda Alahakoon ; Raj Prasad ; Nathan Lawrentschuk ; Damien BoltonSource :
- The oncologist [ 1549-490X ] ; 2020.
Abstract
The lockdown measures of the ongoing COVID-19 pandemic have disengaged patients with cancer from formal health care settings, leading to an increased use of social media platforms to address unmet needs and expectations. Although remote health technologies have addressed some of the medical needs, the emotional and mental well-being of these patients remain underexplored and underreported. We used a validated artificial intelligence framework to conduct a comprehensive real-time analysis of two data sets of 2,469,822 tweets and 21,800 discussions by patients with cancer during this pandemic. Lung and breast cancer are most prominently discussed, and the most concerns were expressed regarding delayed diagnosis, cancellations, missed treatments, and weakened immunity. All patients expressed significant negative sentiment, with fear being the predominant emotion. Even as some lockdown measures ease, it is crucial that patients with cancer are engaged using social media platforms for real-time identification of issues and the provision of informational and emotional support.
DOI: 10.1002/onco.13604
PubMed: 33210442
PubMed Central: PMC7753606
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<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Cancer in Lockdown: Impact of the COVID-19 Pandemic on Patients with Cancer.</title><author><name sortKey="Moraliyage, Harsha" sort="Moraliyage, Harsha" uniqKey="Moraliyage H" first="Harsha" last="Moraliyage">Harsha Moraliyage</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="De Silva, Daswin" sort="De Silva, Daswin" uniqKey="De Silva D" first="Daswin" last="De Silva">Daswin De Silva</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Ranasinghe, Weranja" sort="Ranasinghe, Weranja" uniqKey="Ranasinghe W" first="Weranja" last="Ranasinghe">Weranja Ranasinghe</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>University of Texas, MD Anderson Cancer, Houston, Texas, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Adikari, Achini" sort="Adikari, Achini" uniqKey="Adikari A" first="Achini" last="Adikari">Achini Adikari</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Alahakoon, Damminda" sort="Alahakoon, Damminda" uniqKey="Alahakoon D" first="Damminda" last="Alahakoon">Damminda Alahakoon</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Prasad, Raj" sort="Prasad, Raj" uniqKey="Prasad R" first="Raj" last="Prasad">Raj Prasad</name><affiliation><nlm:affiliation>National Health Service Trust, North Bristol, England, United Kingdom.</nlm:affiliation></affiliation></author><author><name sortKey="Lawrentschuk, Nathan" sort="Lawrentschuk, Nathan" uniqKey="Lawrentschuk N" first="Nathan" last="Lawrentschuk">Nathan Lawrentschuk</name><affiliation><nlm:affiliation>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne, Australia.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>EJ Whitten Prostate Cancer Research Centre at Epworth Healthcare, Melbourne, Australia.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Bolton, Damien" sort="Bolton, Damien" uniqKey="Bolton D" first="Damien" last="Bolton">Damien Bolton</name><affiliation><nlm:affiliation>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne, Australia.</nlm:affiliation></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2020">2020</date><idno type="RBID">pubmed:33210442</idno><idno type="pmid">33210442</idno><idno type="doi">10.1002/onco.13604</idno><idno type="pmc">PMC7753606</idno><idno type="wicri:Area/Main/Corpus">000C20</idno><idno type="wicri:explorRef" wicri:stream="Main" wicri:step="Corpus" wicri:corpus="PubMed">000C20</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Cancer in Lockdown: Impact of the COVID-19 Pandemic on Patients with Cancer.</title><author><name sortKey="Moraliyage, Harsha" sort="Moraliyage, Harsha" uniqKey="Moraliyage H" first="Harsha" last="Moraliyage">Harsha Moraliyage</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="De Silva, Daswin" sort="De Silva, Daswin" uniqKey="De Silva D" first="Daswin" last="De Silva">Daswin De Silva</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Ranasinghe, Weranja" sort="Ranasinghe, Weranja" uniqKey="Ranasinghe W" first="Weranja" last="Ranasinghe">Weranja Ranasinghe</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>University of Texas, MD Anderson Cancer, Houston, Texas, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Adikari, Achini" sort="Adikari, Achini" uniqKey="Adikari A" first="Achini" last="Adikari">Achini Adikari</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Alahakoon, Damminda" sort="Alahakoon, Damminda" uniqKey="Alahakoon D" first="Damminda" last="Alahakoon">Damminda Alahakoon</name><affiliation><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Prasad, Raj" sort="Prasad, Raj" uniqKey="Prasad R" first="Raj" last="Prasad">Raj Prasad</name><affiliation><nlm:affiliation>National Health Service Trust, North Bristol, England, United Kingdom.</nlm:affiliation></affiliation></author><author><name sortKey="Lawrentschuk, Nathan" sort="Lawrentschuk, Nathan" uniqKey="Lawrentschuk N" first="Nathan" last="Lawrentschuk">Nathan Lawrentschuk</name><affiliation><nlm:affiliation>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne, Australia.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>EJ Whitten Prostate Cancer Research Centre at Epworth Healthcare, Melbourne, Australia.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, Australia.</nlm:affiliation></affiliation></author><author><name sortKey="Bolton, Damien" sort="Bolton, Damien" uniqKey="Bolton D" first="Damien" last="Bolton">Damien Bolton</name><affiliation><nlm:affiliation>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne, Australia.</nlm:affiliation></affiliation></author></analytic><series><title level="j">The oncologist</title><idno type="eISSN">1549-490X</idno><imprint><date when="2020" type="published">2020</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">The lockdown measures of the ongoing COVID-19 pandemic have disengaged patients with cancer from formal health care settings, leading to an increased use of social media platforms to address unmet needs and expectations. Although remote health technologies have addressed some of the medical needs, the emotional and mental well-being of these patients remain underexplored and underreported. We used a validated artificial intelligence framework to conduct a comprehensive real-time analysis of two data sets of 2,469,822 tweets and 21,800 discussions by patients with cancer during this pandemic. Lung and breast cancer are most prominently discussed, and the most concerns were expressed regarding delayed diagnosis, cancellations, missed treatments, and weakened immunity. All patients expressed significant negative sentiment, with fear being the predominant emotion. Even as some lockdown measures ease, it is crucial that patients with cancer are engaged using social media platforms for real-time identification of issues and the provision of informational and emotional support.</div></front></TEI><pubmed><MedlineCitation Status="Publisher" Owner="NLM"><PMID Version="1">33210442</PMID><DateRevised><Year>2020</Year><Month>12</Month><Day>23</Day></DateRevised><Article PubModel="Print-Electronic"><Journal><ISSN IssnType="Electronic">1549-490X</ISSN><JournalIssue CitedMedium="Internet"><PubDate><Year>2020</Year><Month>Nov</Month><Day>18</Day></PubDate></JournalIssue><Title>The oncologist</Title><ISOAbbreviation>Oncologist</ISOAbbreviation></Journal><ArticleTitle>Cancer in Lockdown: Impact of the COVID-19 Pandemic on Patients with Cancer.</ArticleTitle><ELocationID EIdType="doi" ValidYN="Y">10.1002/onco.13604</ELocationID><Abstract><AbstractText>The lockdown measures of the ongoing COVID-19 pandemic have disengaged patients with cancer from formal health care settings, leading to an increased use of social media platforms to address unmet needs and expectations. Although remote health technologies have addressed some of the medical needs, the emotional and mental well-being of these patients remain underexplored and underreported. We used a validated artificial intelligence framework to conduct a comprehensive real-time analysis of two data sets of 2,469,822 tweets and 21,800 discussions by patients with cancer during this pandemic. Lung and breast cancer are most prominently discussed, and the most concerns were expressed regarding delayed diagnosis, cancellations, missed treatments, and weakened immunity. All patients expressed significant negative sentiment, with fear being the predominant emotion. Even as some lockdown measures ease, it is crucial that patients with cancer are engaged using social media platforms for real-time identification of issues and the provision of informational and emotional support.</AbstractText><CopyrightInformation>© 2020 The Authors. The Oncologist published by Wiley Periodicals LLC on behalf of AlphaMed Press.</CopyrightInformation></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Moraliyage</LastName><ForeName>Harsha</ForeName><Initials>H</Initials><Identifier Source="ORCID">https://orcid.org/0000-0002-6212-8312</Identifier><AffiliationInfo><Affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>De Silva</LastName><ForeName>Daswin</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Ranasinghe</LastName><ForeName>Weranja</ForeName><Initials>W</Initials><AffiliationInfo><Affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>University of Texas, MD Anderson Cancer, Houston, Texas, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Adikari</LastName><ForeName>Achini</ForeName><Initials>A</Initials><AffiliationInfo><Affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Alahakoon</LastName><ForeName>Damminda</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Prasad</LastName><ForeName>Raj</ForeName><Initials>R</Initials><AffiliationInfo><Affiliation>National Health Service Trust, North Bristol, England, United Kingdom.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Lawrentschuk</LastName><ForeName>Nathan</ForeName><Initials>N</Initials><AffiliationInfo><Affiliation>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne, Australia.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>EJ Whitten Prostate Cancer Research Centre at Epworth Healthcare, Melbourne, Australia.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, Australia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Bolton</LastName><ForeName>Damien</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne, Australia.</Affiliation></AffiliationInfo></Author></AuthorList><Language>eng</Language><PublicationTypeList><PublicationType UI="D016428">Journal 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