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A Longitudinal Study of PROMIS Pediatric Symptom Clusters in Children Undergoing Chemotherapy
Jichuan Wang1, Shana Jacobs1, Darren A Dewalt2
1Children's National Health System, The George Washington University, Washington, DC, USA.
Insights
Pediatric cancer patients show distinct symptom profiles during chemotherapy. A single fatigue question at the start can predict these profiles and their changes over time, aiding care.
Area of Science:
- Pediatric Oncology
- Symptom Management
- Health Outcomes Research
Background:
- Children undergoing cancer treatment often experience multiple, interconnected symptoms.
- Understanding symptom patterns and their evolution is crucial for developing effective patient care strategies.
Purpose of the Study:
- To identify distinct symptom profiles in pediatric cancer patients using Patient-Reported Outcomes Measurement Information System (PROMIS) measures.
- To examine how these symptom profiles change during a chemotherapy cycle.
- To determine if baseline fatigue predicts symptom profile status and its changes.
Main Methods:
- Longitudinal study with three data points (T1, T2, T3) involving 96 children (8-18 years).
- Utilized PROMIS Pediatric short form measures for fatigue, depression, anxiety, and pain.
- Employed latent profile analysis and latent transition analysis.
Main Results:
- Two latent symptom profiles were identified: 'less severe symptoms' and 'severe symptoms'.
- The 'severe symptoms' profile prevalence decreased significantly by T3 (end of cycle).
- Baseline fatigue scores accurately predicted profile membership and subsequent changes.
Conclusions:
- Pediatric cancer patients exhibit heterogeneous symptom experiences during chemotherapy.
- Two distinct, previously unknown symptom profiles emerged.
- Early fatigue assessment is a valuable predictor of symptom trajectory and can inform clinical management.
Context:
Children in treatment for cancer experience multiple, troubling, and interrelated symptoms. Analyzing the interrelatedness of symptoms and how that changes during treatment could yield clinically relevant patient profiles to guide patient care.
Objectives:
The aims were to identify pediatric profiles with respect to Patient-Reported Outcomes Measurement Information System® (PROMIS®; U.S. Department of Health and Human Services, National Institutes of Health) symptom measures, changes in profile status throughout a chemotherapy cycle, and if a baseline single-item fatigue measure could significantly predict symptom profile status and its changes.
Methods:
In a longitudinal, single-site, three data point (T1, T2, and T3) design, children between 8 and 18 years completed the PROMIS Pediatric short form measures for fatigue, depression, anxiety, and pain and one fatigue item from the Symptom Distress Scale. Latent profile analysis and latent transition analysis were conducted.
Results:
About 96 children participated; 58.3% were between 13 and 18 years, and 54.2% were males. Two latent profiles (less severe symptoms and severe symptoms) were identified. The prevalence of the severe symptom profile remained relatively unchanged from T1 to T2 but significantly declined at T3. The baseline single-item fatigue score significantly predicted the child's profile membership and its changes.
Conclusion:
Children experiencing troubling symptoms during cancer treatment are heterogeneous. With respect to the PROMIS symptom measures, two a priori unknown distinct latent profiles of patients were identified in a course of chemotherapy, and the transitions in the profile status were significantly predicted by a baseline single-item fatigue measure.
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