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J Pain Symptom Manage · Jul 2017
Symptom Trajectories in Children Receiving Treatment for Leukemia: A Latent Class Growth Analysis with Multitrajectory Modeling.
- Marilyn J Hockenberry, Mary C Hooke, Cheryl Rodgers, Olga Taylor, Kari M Koerner, Pauline Mitby, Ida Moore, Michael E Scheurer, and Wei Pan.
- Duke University School of Nursing, Durham, North Carolina, USA. Electronic address: marilyn.hockenberry@duke.edu.
- J Pain Symptom Manage. 2017 Jul 1; 54 (1): 1-8.
ContextCancer treatment symptoms play a major role in determining the health of children with cancer. Symptom toxicity often results in complications, treatment delays, and therapy dose reductions that can compromise leukemia therapy and jeopardize chances for long-term survival. Critical to understanding symptom experiences during treatment is the need for exploration of "why" inter-individual symptom differences occur; this will determine who may be most susceptible to treatment toxicities.ObjectivesThis study examined specific symptom trajectories during the first 18 months of childhood leukemia treatment. Symptom measures included fatigue, sleep disturbances, pain, nausea, and depression.MethodsSymptom trajectories of 236 children with leukemia three to 18 years old were explored prospectively over four periods: initiation of post-induction therapy, four and eight post-induction therapy, and the last time point was at the beginning of maintenance/continuation therapy. Latent class growth analysis was used to classify patients into distinctive groups with similar symptom trajectories based on patients' response patterns on the symptom measures over time.ResultsThree latent classes of symptom trajectories were identified and classified into mild, moderate, and severe symptom trajectories. The only demographic characteristic with a significant relationship to membership in the latent class symptom trajectories was race/ethnicity. All other demographic characteristics including leukemia risk levels showed no significant relationships.ConclusionThis study is unique in that groups of patients with similar symptoms were identified rather than groups of symptoms. Further research using latent class growth analysis is needed.Copyright © 2017 American Academy of Hospice and Palliative Medicine. Published by Elsevier Inc. All rights reserved.
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