Evidence map›Paper›PMID 39066841›Full record

ArticleJournal of cancer survivorship : research and practice2026

Latent profile analysis for assessing symptom clusters in women with breast cancer.

Jin-Hee Park, Mison Chun, Sun Hyoung Bae, Jeonghee Woo, Eunae Chon, Hee Jun Kim

Abstract read
PubMed Publisher
In one paragraph

Article in Journal of cancer survivorship : research and practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
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

6 authors.

Jin-Hee ParkCollege of Nursing, Research institute of Nursing Science, Ajou University, Suwon, Republic of Korea.
Mison ChunDepartment of Radiation Oncology, School of Medicine, Ajou University, Suwon, Republic of Korea.
Sun Hyoung BaeCollege of Nursing, Research institute of Nursing Science, Ajou University, Suwon, Republic of Korea.
Jeonghee WooCancer Center Management Team, Gyeonggi Regional Cancer Center, Suwon, Republic of Korea.
Eunae ChonCancer Survivor Center, Gyeonggi Regional Cancer Center, Suwon, Republic of Korea.
Hee Jun KimCollege of Nursing, Ajou University, 164, World cup-ro, Yeongtong-gu, Suwon, 16499, Republic of Korea. heejunhjhj@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo identify symptom clusters among breast cancer survivors and investigate differences in health-related quality of life (HRQoL) and distress based on these discerned symptom clusters using latent profile analysis.

methodsWe enrolled 655 adult breast cancer survivors aged 19 years and older, registered with the Cancer Survivor Integrated Supportive Center from May 2020 to July 2022. The study measured five symptoms-pain, fatigue, insomnia, anxiety, and depression-using a Visual Analogue Scale ranging from 0 to 10 points. Distress was measured using the National Comprehensive Cancer Network Distress Thermometer, with scores ranging from 0 to 10 points. HRQoL was determined using the EuroQol-5 Dimension questionnaire. Data analysis was conducted using the Jamovi and Mplus 8.8 software programs.

resultsThe Cluster with Few Symptoms (46.8%) was the most common, whereas the Psychological Cluster with a very high degree of depression and anxiety accounted for 20.0%, and the Moderate symptom cluster with symptoms of 3 or more points accounted for 14.4%. Distress scores were relatively high in the Psychological Cluster and the Pain-Fatigue-Insomnia Cluster, and were lowest in the Cluster with Few Symptoms (F = 103.92, p < 0.001). HRQoL scores were highest in the Cluster with Few Symptoms and lowest in the Pain-Fatigue-Insomnia Cluster (F = 177.62, p < 0.001).

conclusionsApproximately half of breast cancer survivors who had completed the major treatment experienced persistent high symptoms such as depression and anxiety or pain, fatigue, and insomnia. IMPLICATIONS FOR CANCER SURVIVORS: These findings provide foundational data for developing tailored intervention strategies and programs based on symptom experiences.

Indexed as

Breast NeoplasmsCancer SurvivorsQuality of LifeAdultAgedAnxietyDepressionFatigueFemaleHumansMiddle AgedSleep Initiation and Maintenance DisordersSurveys and QuestionnairesBreast neoplasmsCancer survivorshipLatent class analysisQuality of lifeSigns and symptoms

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.