Cancer in Lockdown: Impact of the COVID-19 Pandemic on Patients with Cancer.
Identifieur interne : 002294 ( Main/Exploration ); précédent : 002293; suivant : 002295Cancer in Lockdown: Impact of the COVID-19 Pandemic on Patients with Cancer.
Auteurs : Harsha Moraliyage [Australie] ; Daswin De Silva [Australie] ; Weranja Ranasinghe [Australie, États-Unis] ; Achini Adikari [Australie] ; Damminda Alahakoon [Australie] ; Raj Prasad [Royaume-Uni] ; Nathan Lawrentschuk [Australie] ; Damien Bolton [Australie]Source :
- 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
Affiliations:
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first="Harsha" last="Moraliyage">Harsha Moraliyage</name><affiliation wicri:level="3"><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></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 wicri:level="3"><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne</wicri:regionArea><placeName><settlement 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type="state">Texas</region></placeName></affiliation></author><author><name sortKey="Adikari, Achini" sort="Adikari, Achini" uniqKey="Adikari A" first="Achini" last="Adikari">Achini Adikari</name><affiliation wicri:level="3"><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation></author><author><name sortKey="Alahakoon, Damminda" sort="Alahakoon, Damminda" uniqKey="Alahakoon D" first="Damminda" last="Alahakoon">Damminda Alahakoon</name><affiliation wicri:level="3"><nlm:affiliation>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation></author><author><name sortKey="Prasad, Raj" sort="Prasad, Raj" uniqKey="Prasad R" first="Raj" last="Prasad">Raj Prasad</name><affiliation wicri:level="1"><nlm:affiliation>National Health Service Trust, North Bristol, England, United Kingdom.</nlm:affiliation><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>National Health Service Trust, North Bristol, England</wicri:regionArea><wicri:noRegion>England</wicri:noRegion></affiliation></author><author><name sortKey="Lawrentschuk, Nathan" sort="Lawrentschuk, Nathan" uniqKey="Lawrentschuk N" first="Nathan" last="Lawrentschuk">Nathan Lawrentschuk</name><affiliation wicri:level="3"><nlm:affiliation>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation><affiliation wicri:level="3"><nlm:affiliation>EJ Whitten Prostate Cancer Research Centre at Epworth Healthcare, Melbourne, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>EJ Whitten Prostate Cancer Research Centre at Epworth Healthcare, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation><affiliation wicri:level="3"><nlm:affiliation>Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></affiliation></author><author><name sortKey="Bolton, Damien" sort="Bolton, Damien" uniqKey="Bolton D" first="Damien" last="Bolton">Damien Bolton</name><affiliation wicri:level="3"><nlm:affiliation>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne, Australia.</nlm:affiliation><country xml:lang="fr">Australie</country><wicri:regionArea>Department of Surgery, University of Melbourne and Olivia Newton-John Cancer Centre, Austin Hospital, Melbourne</wicri:regionArea><placeName><settlement type="city">Melbourne</settlement><region type="état">Victoria (État)</region></placeName></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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last="De Silva">Daswin De Silva</name><name sortKey="Lawrentschuk, Nathan" sort="Lawrentschuk, Nathan" uniqKey="Lawrentschuk N" first="Nathan" last="Lawrentschuk">Nathan Lawrentschuk</name><name sortKey="Lawrentschuk, Nathan" sort="Lawrentschuk, Nathan" uniqKey="Lawrentschuk N" first="Nathan" last="Lawrentschuk">Nathan Lawrentschuk</name><name sortKey="Lawrentschuk, Nathan" sort="Lawrentschuk, Nathan" uniqKey="Lawrentschuk N" first="Nathan" last="Lawrentschuk">Nathan Lawrentschuk</name><name sortKey="Ranasinghe, Weranja" sort="Ranasinghe, Weranja" uniqKey="Ranasinghe W" first="Weranja" last="Ranasinghe">Weranja Ranasinghe</name></country><country name="États-Unis"><region name="Texas"><name sortKey="Ranasinghe, Weranja" sort="Ranasinghe, Weranja" uniqKey="Ranasinghe W" first="Weranja" last="Ranasinghe">Weranja Ranasinghe</name></region></country><country name="Royaume-Uni"><noRegion><name sortKey="Prasad, Raj" sort="Prasad, Raj" uniqKey="Prasad R" first="Raj" last="Prasad">Raj 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