Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance

Bibliographic Details
Main Author: Simão, D
Publication Date: 2024
Other Authors: Barata, P, Alves, M, Papoila, AL, Oliveira, S, Lawlor, P
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.17/5012
Summary: This study's purpose was to assess symptom cluster (SC) stability during disease progression and determine their strength of association with survival in patients with advanced cancer . Consecutively eligible patients with advanced cancer not receiving cancer-specific treatment and referred to a Tertiary Palliative Care Clinic were enrolled in a prospective cohort study. At first consultation (D0) and in subsequent consultations at day 15 (D15) and day 30 (D30), patients rated 9 symptoms through the Edmonton Symptom Assessment System scale (0-10) and 10 others using a Likert scale (1-5). Principal components factor analysis with varimax rotation was used to determine SCs at each consultation. Of 318 patients with advanced cancer, 301 met eligibility criteria with a median age of 69 years (range 37-94). Three SCs were identified: neuro-psycho-metabolic (NPM), gastrointestinal, and sleep impairment, with some variations in their constitution over time. Exploratory factor analysis accounted for 40% of variance of observed variables in all SCs. Shorter median survival was observed continuously for NPM cluster (D0 23 vs. 58 days, P < .001; D15 41 vs. 104 days, P=.004; D30 46 vs. 114 days, P = .002), although the presence of 2 or more SCs on D0 and D15 also had prognostic significance (D0: 21 vs. 45 days, P = .005; D30: 50 vs. 96 days, P = .040). In a multivariable model, NPM cluster (D0 hazard ratio estimate: HR 1.64; 95%CI, 1.17-2.31; P = .005; D15 HR: 2.51; 95%CI, 1.25-5.05; P = .009; D30 HR: 3.9; 95%CI, 1.54-9.86; P = .004) and hospitalization (D0 HR: 2.27; 95%CI, 1.47-3.51; P < .001; D15 HR: 2.43; 95%CI, 1.18-5.01; P = .016; D30 HR: 3.41; 95%CI, 1.35-8.62; P = .009) were independently and significantly associated with worse survival. Three clinically relevant SCs were identified, and their constitution had small variations, maintaining a stable set of nuclear symptoms through disease progression. Presence of the NPM cluster and hospitalization maintained their prognostic value over time.
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spelling Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic SignificanceHSAC ONCHDE CINVAgedAged, 80 and overHumansAdultLongitudinal StudiesMiddle AgedDisease ProgressionPrognosisNeoplasms* / therapyProspective StudiesPalliative CareSyndromeThis study's purpose was to assess symptom cluster (SC) stability during disease progression and determine their strength of association with survival in patients with advanced cancer . Consecutively eligible patients with advanced cancer not receiving cancer-specific treatment and referred to a Tertiary Palliative Care Clinic were enrolled in a prospective cohort study. At first consultation (D0) and in subsequent consultations at day 15 (D15) and day 30 (D30), patients rated 9 symptoms through the Edmonton Symptom Assessment System scale (0-10) and 10 others using a Likert scale (1-5). Principal components factor analysis with varimax rotation was used to determine SCs at each consultation. Of 318 patients with advanced cancer, 301 met eligibility criteria with a median age of 69 years (range 37-94). Three SCs were identified: neuro-psycho-metabolic (NPM), gastrointestinal, and sleep impairment, with some variations in their constitution over time. Exploratory factor analysis accounted for 40% of variance of observed variables in all SCs. Shorter median survival was observed continuously for NPM cluster (D0 23 vs. 58 days, P < .001; D15 41 vs. 104 days, P=.004; D30 46 vs. 114 days, P = .002), although the presence of 2 or more SCs on D0 and D15 also had prognostic significance (D0: 21 vs. 45 days, P = .005; D30: 50 vs. 96 days, P = .040). In a multivariable model, NPM cluster (D0 hazard ratio estimate: HR 1.64; 95%CI, 1.17-2.31; P = .005; D15 HR: 2.51; 95%CI, 1.25-5.05; P = .009; D30 HR: 3.9; 95%CI, 1.54-9.86; P = .004) and hospitalization (D0 HR: 2.27; 95%CI, 1.47-3.51; P < .001; D15 HR: 2.43; 95%CI, 1.18-5.01; P = .016; D30 HR: 3.41; 95%CI, 1.35-8.62; P = .009) were independently and significantly associated with worse survival. Three clinically relevant SCs were identified, and their constitution had small variations, maintaining a stable set of nuclear symptoms through disease progression. Presence of the NPM cluster and hospitalization maintained their prognostic value over time.OxfordRepositório da Unidade Local de Saúde São JoséSimão, DBarata, PAlves, MPapoila, ALOliveira, SLawlor, P2024-08-28T13:56:47Z20242024-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.17/5012eng10.1093/oncolo/oyad211info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-03-06T16:51:34Zoai:repositorio.chlc.pt:10400.17/5012Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T00:22:34.514863Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance
title Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance
spellingShingle Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance
Simão, D
HSAC ONC
HDE CINV
Aged
Aged, 80 and over
Humans
Adult
Longitudinal Studies
Middle Aged
Disease Progression
Prognosis
Neoplasms* / therapy
Prospective Studies
Palliative Care
Syndrome
title_short Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance
title_full Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance
title_fullStr Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance
title_full_unstemmed Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance
title_sort Symptom Clusters in Patients With Advanced Cancer: a Prospective Longitudinal Cohort Study to Examine Their Stability and Prognostic Significance
author Simão, D
author_facet Simão, D
Barata, P
Alves, M
Papoila, AL
Oliveira, S
Lawlor, P
author_role author
author2 Barata, P
Alves, M
Papoila, AL
Oliveira, S
Lawlor, P
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório da Unidade Local de Saúde São José
dc.contributor.author.fl_str_mv Simão, D
Barata, P
Alves, M
Papoila, AL
Oliveira, S
Lawlor, P
dc.subject.por.fl_str_mv HSAC ONC
HDE CINV
Aged
Aged, 80 and over
Humans
Adult
Longitudinal Studies
Middle Aged
Disease Progression
Prognosis
Neoplasms* / therapy
Prospective Studies
Palliative Care
Syndrome
topic HSAC ONC
HDE CINV
Aged
Aged, 80 and over
Humans
Adult
Longitudinal Studies
Middle Aged
Disease Progression
Prognosis
Neoplasms* / therapy
Prospective Studies
Palliative Care
Syndrome
description This study's purpose was to assess symptom cluster (SC) stability during disease progression and determine their strength of association with survival in patients with advanced cancer . Consecutively eligible patients with advanced cancer not receiving cancer-specific treatment and referred to a Tertiary Palliative Care Clinic were enrolled in a prospective cohort study. At first consultation (D0) and in subsequent consultations at day 15 (D15) and day 30 (D30), patients rated 9 symptoms through the Edmonton Symptom Assessment System scale (0-10) and 10 others using a Likert scale (1-5). Principal components factor analysis with varimax rotation was used to determine SCs at each consultation. Of 318 patients with advanced cancer, 301 met eligibility criteria with a median age of 69 years (range 37-94). Three SCs were identified: neuro-psycho-metabolic (NPM), gastrointestinal, and sleep impairment, with some variations in their constitution over time. Exploratory factor analysis accounted for 40% of variance of observed variables in all SCs. Shorter median survival was observed continuously for NPM cluster (D0 23 vs. 58 days, P < .001; D15 41 vs. 104 days, P=.004; D30 46 vs. 114 days, P = .002), although the presence of 2 or more SCs on D0 and D15 also had prognostic significance (D0: 21 vs. 45 days, P = .005; D30: 50 vs. 96 days, P = .040). In a multivariable model, NPM cluster (D0 hazard ratio estimate: HR 1.64; 95%CI, 1.17-2.31; P = .005; D15 HR: 2.51; 95%CI, 1.25-5.05; P = .009; D30 HR: 3.9; 95%CI, 1.54-9.86; P = .004) and hospitalization (D0 HR: 2.27; 95%CI, 1.47-3.51; P < .001; D15 HR: 2.43; 95%CI, 1.18-5.01; P = .016; D30 HR: 3.41; 95%CI, 1.35-8.62; P = .009) were independently and significantly associated with worse survival. Three clinically relevant SCs were identified, and their constitution had small variations, maintaining a stable set of nuclear symptoms through disease progression. Presence of the NPM cluster and hospitalization maintained their prognostic value over time.
publishDate 2024
dc.date.none.fl_str_mv 2024-08-28T13:56:47Z
2024
2024-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.17/5012
url http://hdl.handle.net/10400.17/5012
dc.language.iso.fl_str_mv eng
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dc.publisher.none.fl_str_mv Oxford
publisher.none.fl_str_mv Oxford
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
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