Development of a predictive score to discriminate community acquired pneumonia with underlying lung cancer: A retrospective case – control study

dc.contributor.authorBarbosa-Martins, João
dc.contributor.authorMendonça, Joana
dc.contributor.authorCarvalho, Nuno
dc.contributor.authorCarvalho, Carolina
dc.contributor.authorSarmento, Helena
dc.contributor.authorSoutinho, Gustavo
dc.contributor.authorCoutinho, Camila
dc.contributor.authorCotter, Jorge
dc.date.accessioned2024-06-06T16:46:19Z
dc.date.available2024-06-06T16:46:19Z
dc.date.issued2024-05-21
dc.description.abstractBackground: A pneumonic infiltrate might hide an occult lung cancer (LC). This awareness depends on each clinician personal experience, turning definitive LC diagnosis challenging and possibly delayed. In this study we aimed to develop a clinical score to better identify those cases. Materials and Methods: We conducted a retrospective case–control study, including previously undiagnosed LC patients admitted in our institution, with a presumptive suspicious of community acquired pneumonia (CAP). Cases were compared with random CAP inpatient controls, using a matched 2:1 ratio. Demographic, clinical, and laboratorial variables were assessed for a possible association with the presence of a CAP with underlying LC (CAP–uLC). Results: Among 535 hospitalized LC patients, 43 cases had a presentation compatible with CAP and were compared with 86 CAP controls. A scoring system was built using 6 independent variables, which positively correlated with CAP–uLC: smoking history (OR: 8.3 [1.9–36.2]; p=0.005); absence of fever (6.5 [2.0–21.5]; p=0.002); sputum with blood (5.9 [1.2–29.9]; p=0.033); platelet count ≥ 232x103/uL (5.8 [1.6–20.6]; p=0.006); putative alternative diagnosis than CAP (4.6 [1.5–14.7]; p=0.009); and duration of symptoms ≥ 10 days (3.7 [1.1–13.0]; p=0.037). Our score presented an AUC of 0.910 (95% CI, 0.852–0.967; p<0.001), a sensitivity of 88.1% and specificity of 84.7%, in predicting the risk of presenting a CAP–uLC, when set to a cutoff of 18. ConclusionWe propose a novel risk score aimed to aid clinicians identifying patients with CAP–uLC in the acute setting, possibly prompting early LC diagnosis.
dc.identifier.citationBarbosa-Martins, J., Mendonça, J., Carvalho, N., Carvalho, C., Soutinho, G., Sarmento, H., Coutinho, C., & Cotter, J. (2024). Development of a predictive score to discriminate community acquired pneumonia with underlying lung cancer: A retrospective case – control study. Respiratory Medicine, (Published online: 21 may 2024), 1-21. https://doi.org/10.1016/j.rmed.2024.107675. Repositório Institucional UPT. https://hdl.handle.net/11328/5669
dc.identifier.issn1532-3064
dc.identifier.urihttps://hdl.handle.net/11328/5669
dc.language.isoeng
dc.publisherElsevier
dc.relation.hasversionhttps://doi.org/10.1016/j.rmed.2024.107675
dc.rightsembargoed access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectCommunity acquired pneumonia
dc.subjectLung cancer
dc.subjectRisk factors
dc.subjectPrediction score
dc.subjectCase–control study
dc.subject.fosCiências Médicas - Outras Ciências Médicas
dc.titleDevelopment of a predictive score to discriminate community acquired pneumonia with underlying lung cancer: A retrospective case – control study
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage21
oaire.citation.issuePublished online: 21 may 2024
oaire.citation.startPage1
oaire.citation.titleRespiratory Medicine
oaire.versionhttp://purl.org/coar/version/c_71e4c1898caa6e32
person.affiliation.nameDCT - Departamento de Ciência e Tecnologia
person.familyNameSoutinho
person.givenNameGustavo
person.identifier.ciencia-id0918-604C-2C04
person.identifier.orcid0000-0002-0559-1327
person.identifier.ridGSE-1063-2022
person.identifier.scopus-author-id57195326662
relation.isAuthorOfPublication6b00013b-9493-4621-b710-79beb48b65a4
relation.isAuthorOfPublication.latestForDiscovery6b00013b-9493-4621-b710-79beb48b65a4

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