Evidence map›Paper›PMID 35727375›Full record

ArticleSupportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer2022

Varying severities of symptoms underline the relevance of personalized follow-up care in breast cancer survivors: latent class cluster analyses in a cross-sectional cohort.

Kelly M de Ligt, Belle H de Rooij, Iris Walraven, Marianne J Heins, Janneke Verloop, Sabine Siesling, Joke C Korevaar, Lonneke V van de Poll-Franse

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In one paragraph

Article in Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. The effectiveness of personalised surveillance and aftercare in breast cancer follow-up: a systematic review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2024
    Pooled it
  2. Profiles of quality of life among US young adult cancer survivors and their associations with potential psychosocial intervention targets of hope and psychological flexibility.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025
    Trial
  3. Review
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  5. Latent profile analysis for assessing symptom clusters in women with breast cancer.Journal of cancer survivorship : research and practice · 2026
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Kelly M de LigtDivision of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, PO Box 90203, 1006 BE, Amsterdam, The Netherlands. k.d.ligt@nki.nl.ORCID http://orcid.org/0000-0001-9218-617X
Belle H de RooijDepartment of Research and Development, Netherlands Comprehensive Cancer Organisation, Utrecht, The Netherlands.
Iris WalravenDivision of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, PO Box 90203, 1006 BE, Amsterdam, The Netherlands.
Marianne J HeinsNivel, Netherlands Institute of Health Services Research, Utrecht, Netherlands.
Janneke VerloopDepartment of Research and Development, Netherlands Comprehensive Cancer Organisation, Utrecht, The Netherlands.
Sabine SieslingDepartment of Research and Development, Netherlands Comprehensive Cancer Organisation, Utrecht, The Netherlands.
Joke C KorevaarNivel, Netherlands Institute of Health Services Research, Utrecht, Netherlands.
Lonneke V van de Poll-FranseDivision of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, PO Box 90203, 1006 BE, Amsterdam, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeInsights into the severity of co-existing symptoms can help in identifying breast cancer survivors in need of symptom management. We aimed to identify subgroups of breast cancer survivors based on patterns of symptom severity, and characteristics associated with these subgroups.

methodsWe selected surgically treated stage I-III breast cancer survivors 1-5 years post-diagnosis from the Netherlands Cancer Registry (N = 876). We assessed experienced severity of fatigue, nausea, pain, dyspnea, insomnia, appetite, constipation, diarrhea, and emotional and cognitive symptoms through the EORTC-QLQ-C30 Quality of Life Questionnaire on a scale of 0-100. We determined subgroups of survivors using latent class cluster analyses (LCA) based on severity of co-existing symptoms and compared their mean severity to the age-matched female reference population to interpret clinical relevance. We assessed subgroup characteristics by multinomial logistic regression analyses.

resultsFrom 404 respondents (46%), three subgroups of survivors with distinct symptom severity were identified: low severity (n = 116, 28.7%), intermediate severity (n = 224, 55.4%), and high severity (n = 59, 14.6%). The low subgroup reported lower symptom severity than the general population; the intermediate subgroup reported a similar symptom severity, although scores for fatigue, insomnia, and cognitive symptoms were worse (small-medium clinical relevance). The high subgroup had worse symptom severity (medium-large clinical relevance). Compared to the intermediate subgroup, one (RRR: 2.75; CI: 1.22-6.19; p = 0.015) or more (RRR: 9.19; CI: 3.70-22.8; p =  < 0.001) comorbidities were significantly associated with the high subgroup. We found no associated treatment characteristics.

conclusionWe identified distinct subgroups of breast cancer survivors based on symptom severity, underlining the relevance of further exploring personalized follow-up strategies.

Indexed as

Breast NeoplasmsCancer SurvivorsSleep Initiation and Maintenance DisordersAftercareCross-Sectional StudiesFatigueFemaleHumansLatent Class AnalysisQuality of LifeSurveys and QuestionnairesSurvivorsBreast cancerCluster analysisFollow-up careHealth-related quality of lifeLong-term adverse effects

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.