Skip to main content
Journal cover image

Symptom Trajectories in Children Receiving Treatment for Leukemia: A Latent Class Growth Analysis With Multitrajectory Modeling.

Publication ,  Journal Article
Hockenberry, MJ; Hooke, MC; Rodgers, C; Taylor, O; Koerner, KM; Mitby, P; Moore, I; Scheurer, ME; Pan, W
Published in: Journal of pain and symptom management
July 2017

Cancer 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.This study examined specific symptom trajectories during the first 18 months of childhood leukemia treatment. Symptom measures included fatigue, sleep disturbances, pain, nausea, and depression.Symptom 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.Three 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.This 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.

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

Journal of pain and symptom management

DOI

EISSN

1873-6513

ISSN

0885-3924

Publication Date

July 2017

Volume

54

Issue

1

Start / End Page

1 / 8

Related Subject Headings

  • Severity of Illness Index
  • Risk Factors
  • Prospective Studies
  • Odds Ratio
  • Male
  • Longitudinal Studies
  • Logistic Models
  • Leukemia
  • Humans
  • Female
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Hockenberry, M. J., Hooke, M. C., Rodgers, C., Taylor, O., Koerner, K. M., Mitby, P., … Pan, W. (2017). Symptom Trajectories in Children Receiving Treatment for Leukemia: A Latent Class Growth Analysis With Multitrajectory Modeling. Journal of Pain and Symptom Management, 54(1), 1–8. https://doi.org/10.1016/j.jpainsymman.2017.03.002
Hockenberry, Marilyn J., Mary C. Hooke, Cheryl Rodgers, Olga Taylor, Kari M. Koerner, Pauline Mitby, Ida Moore, Michael E. Scheurer, and Wei Pan. “Symptom Trajectories in Children Receiving Treatment for Leukemia: A Latent Class Growth Analysis With Multitrajectory Modeling.Journal of Pain and Symptom Management 54, no. 1 (July 2017): 1–8. https://doi.org/10.1016/j.jpainsymman.2017.03.002.
Hockenberry MJ, Hooke MC, Rodgers C, Taylor O, Koerner KM, Mitby P, et al. Symptom Trajectories in Children Receiving Treatment for Leukemia: A Latent Class Growth Analysis With Multitrajectory Modeling. Journal of pain and symptom management. 2017 Jul;54(1):1–8.
Hockenberry, Marilyn J., et al. “Symptom Trajectories in Children Receiving Treatment for Leukemia: A Latent Class Growth Analysis With Multitrajectory Modeling.Journal of Pain and Symptom Management, vol. 54, no. 1, July 2017, pp. 1–8. Epmc, doi:10.1016/j.jpainsymman.2017.03.002.
Hockenberry MJ, Hooke MC, Rodgers C, Taylor O, Koerner KM, Mitby P, Moore I, Scheurer ME, Pan W. Symptom Trajectories in Children Receiving Treatment for Leukemia: A Latent Class Growth Analysis With Multitrajectory Modeling. Journal of pain and symptom management. 2017 Jul;54(1):1–8.
Journal cover image

Published In

Journal of pain and symptom management

DOI

EISSN

1873-6513

ISSN

0885-3924

Publication Date

July 2017

Volume

54

Issue

1

Start / End Page

1 / 8

Related Subject Headings

  • Severity of Illness Index
  • Risk Factors
  • Prospective Studies
  • Odds Ratio
  • Male
  • Longitudinal Studies
  • Logistic Models
  • Leukemia
  • Humans
  • Female