ArticleFrontiers in oncology2023
Contemporaneous symptom networks and correlates during endocrine therapy among breast cancer patients: A network analysis.
Article in Frontiers in oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 1 of them a synthesis that pooled it.
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Who cites it
31 citing papers in PubMed, 1 synthesis or guideline pooled it, 37 citations in OpenAlex.
- Investigating the Complexity of Multidimensional Symptom Experiences in Patients With Cancer: Systematic Review of the Network Analysis Approach.JMIR cancer · 2025Pooled it
- Impact of exercise on sexual health, body image, and therapy-related symptoms in women with metastatic breast cancer: The randomized controlled PREFERABLE-EFFECT trial.International journal of cancer · 2025Trial
- Changes in Glutathione Metabolites and Reactive Oxygen Species from Baseline to Post-Treatment in Breast Cancer Survivors with Psychoneurological Symptoms Receiving Acupuncture.Integrative cancer therapiesTrial
- Network-derived symptom architecture and simulated leverage points during radiotherapy for oral cancer.Asia-Pacific journal of oncology nursing · 2026Article
- Network analysis of the relationships between psychological capital and emotional exhaustion in clinical nurses during the post-epidemic period.Social psychiatry and psychiatric epidemiology · 2026Article
- Microbiome-metabolite signaling networks in gastrointestinal disease: systems biology, network rewiring, and precision therapeutics.Archives of microbiology · 2026Review
- Does Social Media Use Associate with Vasomotor, Sexual, and Musculoskeletal Symptoms in Breast Cancer Survivors Receiving Endocrine Therapy?Journal of clinical medicine · 2026Article
- Health-related quality of life among Mongolian-speaking women with breast cancer receiving adjuvant endocrine therapy in China: a cross-sectional study.Journal of patient-reported outcomes · 2026Article
- Article
- Network analysis of symptom clusters among patients with pulmonary tuberculosis: a cross-sectional study.BMC infectious diseases · 2026Article
- Symptom Network Evolution and Longitudinal Interrelationships in Early-Stage Lung Cancer Patients Postoperatively.International journal of general medicine · 2026Article
- Exploring core and sentinel symptoms in elderly patients with type 2 diabetes through network analysis and the Apriori algorithm.Frontiers in medicine · 2026Article
- A psychological network analysis of self-reported spatial cognitive strategies in commercial airline pilots and non-pilots.Frontiers in human neuroscience · 2026Article
- Symptom cluster profiles and their impact on quality of life in Chinese patients with prostate cancer undergoing ADT: a cross-sectional study.Frontiers in oncology · 2026Article
- A network analysis of symptom clusters and core symptoms in colorectal cancer patients undergoing postoperative chemotherapy.Frontiers in oncology · 2026Article
- Network analysis of fatigue symptoms in Chinese patients with advanced cancer.Asia-Pacific journal of oncology nursing · 2025Article
- What are the key targets to improve quality of life among MSM living with HIV on antiretroviral therapy? A network analysis.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025Article
- Longitudinal symptom network patterns in cancer patients during the end of life.Scientific reports · 2025Article
- Network analysis used to investigate the interplay among somatic and psychological symptoms in patients with cancer and cancer survivors: a scoping review.Journal of cancer survivorship : research and practice · 2025Article
- Preliminary Insights into Quality of Life and Dietary Intake in Patients with Breast Cancer on Adjuvant Endocrine Therapy.Cancers · 2025Article
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Endocrine therapy-related symptoms are associated with early discontinuation and quality of life among breast cancer survivors. Although previous studies have examined these symptoms and clinical covariates, little is known about the interactions among different symptoms and correlates. This study aimed to explore the complex relationship of endocrine therapy-related symptoms and to identify the core symptoms among breast cancer patients. Methods: This is a secondary data analysis conducted based on a multicenter cross-sectional study of 613 breast cancer patients in China. All participants completed the 19-item Chinese version of the Functional Assessment of Cancer Therapy-Endocrine Subscale (FACT-ES). Multivariate linear regression analysis was performed to identify significant factors. A contemporaneous network with 15 frequently occurring symptoms was constructed after controlling for age, payment, use of aromatase inhibitors, and history of surgery. Network comparison tests were used to assess differences in network structure across demographic and treatment characteristics. Results: All 613 participants were female, with an average age of 49 years (SD = 9.4). The average duration of endocrine therapy was 3.6 years (SD = 2.3) and the average symptom score was 18.99 (SD = 11.43). Irritability (n = 512, 83.52%) and mood swings (n = 498, 81.24%) were the most prevalent symptoms. Lost interest in sex (mean = 1.95, SD = 1.39) and joint pain (mean = 1.57, SD = 1.18) were the most severe symptoms. The edges in the clusters of emotional symptoms ("irritability-mood swings"), vasomotor symptoms ("hot flashes-cold sweats-night sweats"), vaginal symptoms ("vaginal discharge-vaginal itching"), sexual symptoms ("pain or discomfort with intercourse-lost interest in sex-vaginal dryness"), and neurological symptoms ("headaches-dizziness") were the thickest in the network. There were no significant differences in network structure (P = 0.088), and global strength (P = 0.330) across treatment types (selective estrogen receptor modulators vs. aromatase inhibitors). Based on an evaluation of the centrality indices, irritability and mood swings appeared to be structurally important nodes after adjusting for the clinical covariates and after performing subgroup comparisons. Conclusion: Endocrine therapy-related symptoms are frequently reported issues among breast cancer patients. Our findings demonstrated that developing targeted interventions focused on emotional symptoms may relieve the overall symptom burden for breast cancer patients during endocrine therapy.
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