1
|
Howell KE, Baedke JL, Bagherzadeh F, McDonald A, Nathan PC, Ness KK, Hudson MM, Armstrong GT, Yasui Y, Huang IC. Using mHealth Technology to Evaluate Daily Symptom Burden among Adult Survivors of Childhood Cancer: A Feasibility Study. Cancers (Basel) 2024; 16:2984. [PMID: 39272842 PMCID: PMC11394214 DOI: 10.3390/cancers16172984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 08/21/2024] [Accepted: 08/23/2024] [Indexed: 09/15/2024] Open
Abstract
BACKGROUND Cancer therapies predispose survivors to a high symptom burden. This study utilized mobile health (mHealth) technology to assess the feasibility of collecting daily symptoms from adult survivors of childhood cancer to evaluate symptom fluctuation and associations with future health-related quality-of-life (HRQOL). METHODS This prospective study used an mHealth platform to distribute a 20-item cancer-related symptom survey (5 consecutive days each month) and an HRQOL survey (the day after the symptom survey) over 3 consecutive months to participants from the Childhood Cancer Survivor Study. These surveys comprised a PROMIS-29 Profile and Neuro-QOL assessed HRQOL. Daily symptom burden was calculated by summing the severity (mild, moderate, or severe) of 20 symptoms. Univariate linear mixed-effects models were used to analyze total, person-to-person, day-to-day, and month-to-month variability for the burden of 20 individual symptoms. Multivariable linear regression was used to analyze the association between daily symptom burden in the first month and HRQOL in the third month, adjusted for covariates. RESULTS Out of the 60 survivors invited, 41 participated in this study (68% enrollment rate); 83% reported their symptoms ≥3 times and 95% reported HRQOL in each study week across 3 months. Variability of daily symptom burden differed from person-to-person (74%), day-to-day (18%), and month-to-month (8%). Higher first-month symptom burden was associated with poorer HRQOL related to anxiety (regression coefficient: 6.56; 95% CI: 4.10-9.02), depression (6.32; 95% CI: 3.18-9.47), fatigue (7.93; 95% CI: 5.11-10.80), sleep (6.07; 95% CI: 3.43-8.70), pain (5.16; 95% CI: 2.11-8.22), and cognitive function (-6.89; 95% CI: -10.00 to -3.79) in the third month. CONCLUSIONS Daily assessment revealed fluctuations in symptomology, and higher symptom burden was associated with poorer HRQOL in the future. Utilizing mHealth technology for daily symptom assessment improves our understanding of symptom dynamics and sources of variability.
Collapse
Affiliation(s)
- Kristen E Howell
- Department of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, TX 77843, USA
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Jessica L Baedke
- School of Public Health, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Farideh Bagherzadeh
- School of Public Health, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Aaron McDonald
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Paul C Nathan
- Division of Haematology/Oncology, Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Melissa M Hudson
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| |
Collapse
|
2
|
Alexander S, Kairalla JA, Gupta S, Hibbitts E, Weisman H, Anghelescu D, Winick NJ, Krull KR, Salzer WL, Burke MJ, Gore L, Devidas M, Embry L, Raetz EA, Hunger SP, Loh ML, Hardy KK. Impact of Propofol Exposure on Neurocognitive Outcomes in Children With High-Risk B ALL: A Children's Oncology Group Study. J Clin Oncol 2024; 42:2671-2679. [PMID: 38603641 DOI: 10.1200/jco.23.01989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 01/11/2024] [Accepted: 02/08/2024] [Indexed: 04/13/2024] Open
Abstract
PURPOSE Many children treated for ALL develop long-term neurocognitive impairments. Increased risk of these impairments is associated with treatment and demographic factors. Exposure to anesthesia is an additional possible risk factor. This study evaluated the impact of cumulative exposure to anesthesia on neurocognitive outcomes among a multicenter cohort of children with ALL. METHODS This study was embedded in AALL1131, a Children's Oncology Group phase III trial for patients with high-risk B-ALL. In consenting patients age 6-12 years, prospective uniform assessments of neurocognitive function were performed during and at 1 year after completion of therapy. Exposure to all episodes of anesthetic agents was abstracted. Multivariable linear regression models determined associations of cumulative anesthetic agents with the primary neurocognitive outcome reaction time/processing speed (age-normed) at 1 year off therapy, adjusting for baseline neurocognitive score, age, sex, race/ethnicity, insurance status (as a proxy for socioeconomic status), and leukemia risk group. RESULTS One hundred and forty-four children, 76 (52.8%) males, mean age of 9.1 (min-max, 6.0-12.0) years at diagnosis, underwent a median of 27 anesthetic episodes (min-max, 1-37). Almost all patients were exposed to propofol (140/144, 97.2%), with a mean cumulative dose of 112.3 mg/kg. One year after therapy, the proportion of children with impairment (Z-score ≤-1.5) was significantly higher compared with a normative sample. In covariate-adjusted multivariable analysis, cumulative exposure to propofol was associated with a 0.05 Z-score decrease in reaction time/processing speed per each 10 mg/kg propofol exposure (P = .03). CONCLUSION In a multicenter and uniformly treated cohort of children with B-ALL, cumulative exposure to propofol was an independent risk factor for impairment in reaction time/processing speed 1 year after therapy. Anesthesia exposure is a modifiable risk, and opportunities to minimize propofol use should be considered.
Collapse
Affiliation(s)
- Sarah Alexander
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - John A Kairalla
- Department of Biostatistics, University of Florida, Children's Oncology Group, Gainesville, FL
| | - Sumit Gupta
- Division of Haematology/Oncology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Emily Hibbitts
- Department of Biostatistics, University of Florida, Children's Oncology Group, Gainesville, FL
| | | | - Doralina Anghelescu
- Division of Anesthesiology, St Jude Children's Research Hospital, Memphis, TN
| | - Naomi J Winick
- Department of Pediatric Hematology Oncology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Kevin R Krull
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - Wanda L Salzer
- Uniformed Services University, F. Edward Hebert School of Medicine, Bethesda, MD
| | - Michael J Burke
- Department of Pediatrics, The Medical College of Wisconsin Inc, Milwaukee, WI
| | - Lia Gore
- Children's Hospital Colorado, University of Colorado, Aurora, CO
| | - Meenakshi Devidas
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| | - Leanne Embry
- University of Texas Health at San Antonio, San Antonia, TX
| | - Elizabeth A Raetz
- Department of Pediatrics, Perlmutter Cancer Center, NYU Langone Hospital, New York, NY
| | - Stephen P Hunger
- Department of Pediatrics, Division of Oncology and the Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Mignon L Loh
- Department of Pediatrics, The Ben Towne Center for Childhood Cancer Research, Seattle Children's Hospital, University of Washington, Seattle, WA
| | | |
Collapse
|
3
|
Zhou Y, Horan MR, Deshpande S, Ness KK, Hudson MM, Huang IC, Srivastava D. Estimation of Personal Symptom Networks Using the Ising Model for Adult Survivors of Childhood Cancer: A Simulation Study with Real-World Data Application. Clin Epidemiol 2024; 16:461-473. [PMID: 39049900 PMCID: PMC11268787 DOI: 10.2147/clep.s464104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 06/27/2024] [Indexed: 07/27/2024] Open
Abstract
Purpose Childhood cancer survivors experience interconnected symptoms, patterns of which can be elucidated by network analysis. However, current symptom networks are constructed based on the average survivors without considering individual heterogeneities. We propose to evaluate personal symptom network estimation using the Ising model with covariates through simulations and estimate personal symptom network for adult childhood cancer survivors. Patients and Methods We adopted the Ising model with covariates to construct networks by employing logistic regressions for estimating associations between binary symptoms. Simulation experiments assessed the robustness of this method in constructing personal symptom network. Real-world data illustration included 1708 adult childhood cancer survivors from the St. Jude Lifetime Cohort Study (SJLIFE), a retrospective cohort study with prospective follow-up to characterize the etiology and late effects for childhood cancer survivors. Patients' baseline symptoms in 10 domains (cardiac, pulmonary, sensation, nausea, movement, pain, memory, fatigue, anxiety, depression) and individual characteristics (age, sex, race/ethnicity, attained education, personal income, and marital status) were self-reported using survey. Treatment variables (any chemo or radiation therapy) were obtained from medical records. Personal symptom network of 10 domains was estimated using the Ising model, incorporating individual characteristics and treatment data. Results Simulations confirmed the robustness of the Ising model with covariates in constructing personal symptom networks. Real-world data analysis identified age, sex, race/ethnicity, education, marital status, and treatment (any chemo and radiation therapy) as major factors influencing symptom co-occurrence. Older childhood cancer survivors showed stronger cardiac-fatigue associations. Survivors of racial/ethnic minorities had stronger pain-fatigue associations. Female survivors with above-college education demonstrated stronger pain-anxiety associations. Unmarried survivors who received radiation had stronger association between movement and memory problems. Conclusion The Ising model with covariates accurately estimates personal symptom networks. Individual heterogeneities exist in symptom co-occurrence patterns for childhood cancer survivors. The estimated personal symptom network offers insights into interconnected symptom experiences.
Collapse
Affiliation(s)
- Yiwang Zhou
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Madeline R Horan
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Samira Deshpande
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Deokumar Srivastava
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| |
Collapse
|
4
|
Alberts NM, Leisenring W, Whitton J, Stratton K, Jibb L, Flynn J, Pizzo A, Brinkman TM, Birnie K, Gibson TM, McDonald A, Ford J, Olgin JE, Nathan PC, Stinson JN, Armstrong GT. Characterization of chronic pain, pain interference, and daily pain experiences in adult survivors of childhood cancer: a report from the Childhood Cancer Survivor Study. Pain 2024:00006396-990000000-00650. [PMID: 38981063 DOI: 10.1097/j.pain.0000000000003284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 04/01/2024] [Indexed: 07/11/2024]
Abstract
ABSTRACT Although survivors of childhood cancer are at an increased risk, little is known about the prevalence of chronic pain, associated interference, and daily pain experiences. Survivors (N = 233; mean age = 40.8 years, range 22-64 years; mean time since diagnosis = 32.7 years) from the Childhood Cancer Survivor Study completed pain and psychosocial measures. Survivors with chronic pain completed 2-week, daily measures assessing pain and psychological symptoms using mHealth-based ecological momentary assessment. Multivariable-modified Poisson and linear regression models estimated prevalence ratio estimates (PR) and mean effects with 95% confidence intervals (CI) for associations of key risk factors with chronic pain and pain interference, respectively. Multilevel mixed models examined outcomes of daily pain and pain interference with prior day symptoms. Ninety-six survivors (41%) reported chronic pain, of whom 23 (24%) had severe interference. Chronic pain was associated with previous intravenous methotrexate treatment (PR = 1.6, 95% CI 1.1-2.3), respiratory (PR = 1.8, 95% CI 1.2-2.5), gastrointestinal (PR = 1.6, 95% CI 11.0-2.3), and neurological (PR = 1.5, 95% CI 1.0-2.1) chronic health conditions, unemployment (PR = 1.4, 95% CI 1.0-1.9) and clinically significant depression and anxiety (PR = 2.9, 95% CI 2.0-4.2), as well as a diagnosis of childhood Ewing sarcoma or osteosarcoma (PR = 1.9, 95% CI 1.0-3.5). Higher pain interference was associated with cardiovascular and neurological conditions, unemployment and clinical levels of depression and/or anxiety, and fear of cancer recurrence. For male, but not female survivors, low sleep quality, elevated anxiety, and elevated depression predicted high pain intensity and interference the next day. A substantial proportion of childhood cancer survivors experience chronic pain and significant associated interference. Chronic pain should be routinely evaluated, and interventions are needed.
Collapse
Affiliation(s)
- Nicole M Alberts
- St. Jude Children's Research Hospital, Memphis, TN, United States
- Concordia University, Montréal, QC, Canada
| | - Wendy Leisenring
- Fred Hutchinson Cancer Research Center, Seattle, WA, United States
| | - Jillian Whitton
- Fred Hutchinson Cancer Research Center, Seattle, WA, United States
| | - Kayla Stratton
- Fred Hutchinson Cancer Research Center, Seattle, WA, United States
| | - Lindsay Jibb
- The Hospital for Sick Children, Toronto, ON, Canada
| | - Jessica Flynn
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Alex Pizzo
- Concordia University, Montréal, QC, Canada
| | - Tara M Brinkman
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | | | - Todd M Gibson
- St. Jude Children's Research Hospital, Memphis, TN, United States
- National Cancer Institute, Rockville, MD, United States
| | - Aaron McDonald
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - James Ford
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | | | | | | | | |
Collapse
|
5
|
Plonski NM, Pan Y, Chen C, Dong Q, Zhang X, Song N, Shelton K, Easton J, Mulder H, Zhang J, Neale G, Walker E, Wang H, Webster R, Brinkman T, Krull KR, Armstrong GT, Ness KK, Hudson MM, Li Q, Huang IC, Wang Z. Health-related quality of life and DNA methylation-based aging biomarkers among survivors of childhood cancer. J Natl Cancer Inst 2024; 116:1116-1125. [PMID: 38445706 PMCID: PMC11223852 DOI: 10.1093/jnci/djae046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 12/13/2023] [Accepted: 02/22/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Childhood cancer survivors are at high risk for morbidity and mortality and poor patient-reported outcomes, typically health-related quality of life (HRQOL). However, associations between DNA methylation-based aging biomarkers and HRQOL have not been evaluated. METHODS DNA methylation was generated with Infinium EPIC BeadChip on blood-derived DNA (median for age at blood draw = 34.5 years, range = 18.5-66.6 years), and HRQOL was assessed with age at survey (mean = 32.3 years, range = 18.4-64.5 years) from 2206 survivors in the St Jude Lifetime Cohort. DNA methylation-based aging biomarkers, including epigenetic age using multiple clocks (eg, GrimAge) and others (eg, DNAmB2M: beta-2-microglobulin; DNAmADM: adrenomedullin), were derived from the DNAm Age Calculator (https://dnamage.genetics.ucla.edu). HRQOL was assessed using the Medical Outcomes Study 36-Item Short-Form Health Survey to capture 8 domains and physical and mental component summaries. General linear models evaluated associations between HRQOL and epigenetic age acceleration (EAA; eg, EAA_GrimAge) or other age-adjusted DNA methylation-based biomarkers (eg, ageadj_DNAmB2M) after adjusting for age at blood draw, sex, cancer treatments, and DNA methylation-based surrogate for smoking pack-years. All P values were 2-sided. RESULTS Worse HRQOL was associated with greater EAA_GrimAge (physical component summaries: β = -0.18 years, 95% confidence interval [CI] = -0.251 to -0.11 years; P = 1.85 × 10-5; and 4 individual HRQOL domains), followed by ageadj_DNAmB2M (physical component summaries: β = -0.08 years, 95% CI = -0.124 to -0.037 years; P = .003; and 3 individual HRQOL domains) and ageadj_DNAmADM (physical component summaries: β = -0.082 years, 95% CI = -0.125 to -0.039 years; P = .002; and 2 HRQOL domains). EAA_Hannum (Hannum clock) was not associated with any HRQOL. CONCLUSIONS Overall and domain-specific measures of HRQOL are associated with DNA methylation measures of biological aging. Future longitudinal studies should test biological aging as a potential mechanism underlying the association between poor HRQOL and increased risk of clinically assessed adverse health outcomes.
Collapse
Affiliation(s)
- Noel-Marie Plonski
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Yue Pan
- Department of Biostatistics, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Cheng Chen
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
- State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qian Dong
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Xijun Zhang
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Nan Song
- College of Pharmacy, Chungbuk National University, Cheongju, Korea
| | - Kyla Shelton
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - John Easton
- Department of Computational Biology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Heather Mulder
- Department of Computational Biology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jinghui Zhang
- Department of Computational Biology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Geoffrey Neale
- Hartwell Center, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Emily Walker
- Hartwell Center, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Hui Wang
- State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rachel Webster
- Department of Psychology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Tara Brinkman
- Department of Psychology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kevin R Krull
- Department of Psychology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Qian Li
- Department of Biostatistics, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Computational Biology, St Jude Children’s Research Hospital, Memphis, TN, USA
| |
Collapse
|
6
|
van der Plas E, Darji H, Srivastava K, Schapiro M, Jeffe D, Perkins S, Howell R, Leisenring W, Armstrong GT, Oeffinger K, Krull K, Edelstein K, Hayashi RJ. Risk factors for neurocognitive impairment, emotional distress, and poor quality of life in survivors of pediatric rhabdomyosarcoma: A report from the Childhood Cancer Survivor Study. Cancer 2024; 130:2224-2236. [PMID: 38373075 PMCID: PMC11139574 DOI: 10.1002/cncr.35236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 01/11/2024] [Accepted: 01/12/2024] [Indexed: 02/21/2024]
Abstract
BACKGROUND Prevalence and risk of poor psychological outcomes following rhabdomyosarcoma (RMS) are not well-established. METHODS Participants in this cross-sectional, case-control study (n = 713 survivors, 42.5% female; mean [SD] age, 30.5 [6.6] years; n = 706 siblings, 57.2% female; mean age, 32.8,[7.9] years) completed measures of neurocognition, emotional distress, and health-related quality of life (HRQOL). Multivariable logistic regression models identified treatments, health behaviors, and chronic conditions associated with impairment. RESULTS Relative to siblings, more survivors reported neurocognitive impairment (task efficiency: 21.1% vs. 13.7%, emotional regulation: 16.7% vs. 11.0%, memory: 19.3% vs. 15.1%), elevated emotional distress (somatic distress: 12.9% vs. 4.7%, anxiety: 11.7% vs. 5.9%, depression: 22.8% vs. 16.9%) and poorer HRQOL (physical functioning: 11.1% vs. 2.8%, role functioning due to physical problems: 16.8% vs. 8.2%, pain: 17.5% vs. 10.0%, vitality: 22.3% vs. 13.8%, social functioning: 14.4% vs. 6.8%, emotional functioning: 17.1% vs. 10.6%). Cranial radiation increased risk for impaired task efficiency (odds ratio [OR], 2.30; 95% confidence interval [CI], 1.14-4.63), whereas chest and pelvic radiation predicted increased risk of physical functioning (OR, 2.68; 95% CI, 1.16-6.21 and OR, 3.44; 95% CI, 1.70-6.95, respectively). Smoking was associated with impaired task efficiency (OR, 2.06; 95% CI, 1.14-3.70), memory (OR, 2.23; 95% CI, 1.26-3.95), anxiety (OR, 2.71; 95% CI, 1.36-5.41) and depression (OR, 1.77; 95% CI, 1.01-3.11). Neurologic conditions increased risk of anxiety (OR, 2.30; 95% CI, 1.04-5.10), and hearing conditions increased risk of depression (OR, 1.79; 95% CI, 1.05-3.03). Neurologic and hearing conditions, respectively, were associated with impaired memory (OR, 2.44; 95% CI, 1.20-4.95 and OR, 1.87; 95% CI, 1.05-3.35) and poor health perception (OR, 2.62; 95% CI, 1.62-1.28 and OR, 2.33; 95% CI, 1.34-4.06). CONCLUSIONS RMS survivors are at significant risk for poor psychological outcomes. Advancing therapies for local control, smoking cessation, and managing chronic medical conditions may mitigate poor outcomes following RMS.
Collapse
Affiliation(s)
- Ellen van der Plas
- Arkansas Children’s Hospital, Department of Hematology/Oncology, Little Rock, AR, USA
- University of Arkansas for Medical Sciences, Department of Pediatrics, Little Rock, AR, USA
| | - Himani Darji
- Stanford University, Quantitative Sciences Unit, Department of Medicine, Stanford, CA, USA
- St. Jude Children’s Research Hospital, Biostatistics Department, Memphis, TN, USA
| | - Kumar Srivastava
- St. Jude Children’s Research Hospital, Biostatistics Department, Memphis, TN, USA
| | - Melissa Schapiro
- SSM Health Cardinal Glennon Children’s Hospital-St. Louis University, Department of Pediatrics, St Louis, MO, USA
| | - Donna Jeffe
- Washington University School of Medicine in St Louis, John T. Milliken Department of Medicine, St Louis, MO, USA
| | - Stephanie Perkins
- Washington University in St Louis, Department of Radiation Oncology, St Louis, MO, USA
| | - Rebecca Howell
- MD Anderson Cancer Center, Department of Radiation Physics, Houston, TX, USA
| | - Wendy Leisenring
- Fred Hutch Cancer Center, Clinical Research Division, Seattle, WA, USA
| | - Gregory T. Armstrong
- St. Jude Children’s Research Hospital, Epidemiology and Cancer Control, Memphis, TN, USA
| | | | - Kevin Krull
- St. Jude Children’s Research Hospital, Psychology & Biobehavioral Sciences, Memphis, TN, USA
| | - Kim Edelstein
- Princess Margaret Cancer Center, Department of Supportive Care, Toronto, Canada
| | - Robert J. Hayashi
- Washington University School of Medicine in St Louis, Department of Pediatrics, St Louis Childrens Hospital, Siteman Cancer Center, St Louis, MO, USA
| |
Collapse
|
7
|
Howell KE, Shaw M, Santucci AK, Rodgers K, Ortiz Rodriguez I, Taha D, Laclair S, Wolder C, Cooper C, Moon W, Vukadinovich C, Erhardt MJ, Dean SM, Armstrong GT, Ness KK, Hudson MM, Yasui Y, Huang IC. Using an mHealth approach to collect patient-generated health data for predicting adverse health outcomes among adult survivors of childhood cancer. Front Oncol 2024; 14:1374403. [PMID: 38800387 PMCID: PMC11116558 DOI: 10.3389/fonc.2024.1374403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 04/17/2024] [Indexed: 05/29/2024] Open
Abstract
Introduction Cancer therapies predispose childhood cancer survivors to various treatment-related late effects, which contribute to a higher symptom burden, chronic health conditions (CHCs), and premature mortality. Regular monitoring of symptoms between clinic visits is useful for timely medical consultation and interventions that can improve quality of life (QOL). The Health Share Study aims to utilize mHealth to collect patient-generated health data (PGHD; daily symptoms, momentary physical health status) and develop survivor-specific risk prediction scores for mitigating adverse health outcomes including poor QOL and emergency room admissions. These personalized risk scores will be integrated into the hospital-based electronic health record (EHR) system to facilitate clinician communications with survivors for timely management of late effects. Methods This prospective study will recruit 600 adult survivors of childhood cancer from the St. Jude Lifetime Cohort study. Data collection include 20 daily symptoms via a smartphone, objective physical health data (physical activity intensity, sleep performance, and biometric data including resting heart rate, heart rate variability, oxygen saturation, and physical stress) via a wearable activity monitor, patient-reported outcomes (poor QOL, unplanned healthcare utilization) via a smartphone, and clinically ascertained outcomes (physical performance deficits, onset of/worsening CHCs) assessed in the survivorship clinic. Participants will complete health surveys and physical/functional assessments in the clinic at baseline, 2) report daily symptoms, wear an activity monitor, measure blood pressure at home over 4 months, and 3) complete health surveys and physical/functional assessments in the clinic 1 and 2 years from the baseline. Socio-demographic and clinical data abstracted from the EHR will be included in the analysis. We will invite 20 cancer survivors to investigate suitable formats to display predicted risk information on a dashboard and 10 clinicians to suggest evidence-based risk management strategies for adverse health outcomes. Analysis Machine and statistical learning will be used in prediction modeling. Both approaches can handle a large number of predictors, including longitudinal patterns of daily symptoms/other PGHD, along with cancer treatments and socio-demographics. Conclusion The individualized risk prediction scores and added communications between providers and survivors have the potential to improve survivorship care and outcomes by identifying early clinical presentations of adverse events.
Collapse
Affiliation(s)
- Kristen E. Howell
- Department of Epidemiology and Biostatistics, Texas A&M University, College Station, TX, United States
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Marian Shaw
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Aimee K. Santucci
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Kristy Rodgers
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Izeris Ortiz Rodriguez
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Danah Taha
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Sara Laclair
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Carol Wolder
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Christie Cooper
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Wonjong Moon
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Christopher Vukadinovich
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Matthew J. Erhardt
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Shannon M. Dean
- Department of Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, United States
| |
Collapse
|
8
|
Zhang Z, Lao J, Liu M, Zheng S, Zhao M, Zhang M. Symptom cluster among cancer survivors from a nationally representative survey: a network analysis. Support Care Cancer 2024; 32:333. [PMID: 38713314 DOI: 10.1007/s00520-024-08531-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Accepted: 04/27/2024] [Indexed: 05/08/2024]
Abstract
PURPOSE To identify the symptom cluster among cancer survivors and examine their subgroup differences via network analysis based on nationally representative data. METHODS This cross-sectional study included 2966 survivors participating in the 2020 National Health Interview Survey (NHIS). Participants self-reported the presence of 14 symptoms capturing four clusters (physical, somatic, sleep, and psychologic problems). Network analysis models were used to reveal the relationships between symptoms and those interactions. Network comparison tests were applied to compare subgroups. RESULTS The core symptoms of the symptom cluster were fatigue (Bet = 33, Clo = 0.0067, Str = 0.9397), pain (Bet = 11, Clo = 0.0060, Str = 0.9226), wake up well rested (Bet = 25, Clo = 0.0057, Str = 0.8491), and anxiety (Bet = 5, Clo = 0.0043, Str = 0.9697) among cancer survivors. The core symptoms, network structure, and global strength were invariant between time since diagnoses (< 2 years vs. ≥ 2 years) or between numbers of cancers (1 vs. ≥ 2), yet varied between the comorbidity group and non-comorbidity group (≥ 1 vs. 0). CONCLUSIONS Fatigue would be a potential target for alleviating other symptoms through a negative feedback loop of other related symptoms of cancer survivors. In particular, cancer survivors with other chronic diseases should be the focus of attention and strengthen targeted intervention.
Collapse
Affiliation(s)
- Zhen Zhang
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, China
- Department of Emergency, Qilu Hospital, Shandong University, Jinan, Shandong, China
| | - Jiahui Lao
- The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, Shandong, China
| | - Mingming Liu
- Department of Emergency, Qilu Hospital, Shandong University, Jinan, Shandong, China
| | - Shenglong Zheng
- Department of Emergency, Qilu Hospital, Shandong University, Jinan, Shandong, China
| | - Ming Zhao
- Department of Emergency, Qilu Hospital, Shandong University, Jinan, Shandong, China
| | - Min Zhang
- Department of Nursing, Qilu Hospital, Shandong University, Jinan, China.
| |
Collapse
|
9
|
Sim JA, Horan MR, Choi J, Srivastava DK, Armstrong GT, Ness KK, Hudson MM, Huang IC. Multilevel Social Determinants of Patient-Reported Outcomes in Young Survivors of Childhood Cancer. Cancers (Basel) 2024; 16:1661. [PMID: 38730616 PMCID: PMC11083567 DOI: 10.3390/cancers16091661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 04/22/2024] [Accepted: 04/24/2024] [Indexed: 05/13/2024] Open
Abstract
In this study, the social determinants of patient-reported outcomes (PROs) in young survivors of childhood cancer aged <18 years are researched. This cross-sectional study investigated social determinants associated with poor PROs among young childhood cancer survivors. We included 293 dyads of survivors receiving treatment at St. Jude Children's Research Hospital who were <18 years of age during follow-up from 2017 to 2018 and their primary caregivers. Social determinants included family factors (caregiver-reported PROs, family dynamics) and county-level deprivation (socioeconomic status, physical environment via the County Health Rankings & Roadmaps). PROMIS measures assessed survivors' and caregivers' PROs. General linear regression tested associations of social determinants with survivors' PROs. We found that caregivers' higher anxiety was significantly associated with survivors' poorer depression, stress, fatigue, sleep issues, and reduced positive affect (p < 0.05); caregivers' sleep disturbances were significantly associated with lower mobility in survivors (p < 0.05). Family conflicts were associated with survivors' sleep problems (p < 0.05). Residing in socioeconomically deprived areas was significantly associated with survivors' poorer sleep quality (p < 0.05), while higher physical environment deprivation was associated with survivors' higher psychological stress and fatigue and lower positive affect and mobility (p < 0.05). Parental, family, and neighborhood factors are critical influences on young survivors' quality of life and well-being and represent new intervention targets.
Collapse
Affiliation(s)
- Jin-ah Sim
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
- Department of AI Convergence, Hallym University, Chuncheon 24252, Republic of Korea
| | - Madeline R. Horan
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
| | - Jaesung Choi
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
| | - Deo Kumar Srivastava
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA;
| | - Gregory T. Armstrong
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
| | - Kirsten K. Ness
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
| | - Melissa M. Hudson
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - I-Chan Huang
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
| |
Collapse
|
10
|
Skeens MA, Ralph JE, Olsavsky AL, Buff K, Shah N, Akard TF, Gerhardt CA. The Impact of the COVID-19 Pandemic on the Quality of Life of Children With Cancer. JOURNAL OF PEDIATRIC HEMATOLOGY/ONCOLOGY NURSING 2024; 41:85-95. [PMID: 38008953 DOI: 10.1177/27527530231194592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2023]
Abstract
Background/objectives: Little is known about the COVID-19 pandemic and its impact on the quality of life (QoL) of children with cancer who may be more vulnerable to the pandemic's effects. We examined associations between COVID-19 exposure and impact on parent-proxy reported QoL in children with cancer, and potential moderation based on the child's cancer status (i.e., time since diagnosis, on/off treatment). Design/method: Parents of children with cancer were recruited February-April 2021 via Facebook and Momcology. Parents completed the COVID-19 Exposure and Family Impact Scale and a child QoL measure. Controlling for parent age, income, child age, and child sex, we examined the indirect effect of COVID-19 impact on the association between COVID-19 exposure and parent-proxy reported child QoL, as well as the moderating role of cancer status. Results: Parents (N = 401) reported lower child QoL scores (M = 59.74) than prepandemic reports of children with cancer, t(735) = -6.98, p < .001. Mediation analyses revealed a significant indirect effect, 95% CI [-0.47, -0.13]: Higher COVID-19 exposure was associated with higher COVID-19 impact (a = 0.47, p < .001), which was related to lower QoL (b = -0.56, p < .001). The association between impact and QoL was stronger as time since diagnosis increased (95%CI [-0.08, -0.001]), yet treatment status did not moderate this path. Conclusions: Parents who report greater COVID-19 impact may also report lower QoL in their children with cancer, especially further from diagnosis. Nurses and clinicians should be aware of the pandemic's negative impact and screen for COVID-19 related distress. Additionally, results highlight the importance of long-term, family-centered care, regardless of whether children receive treatment or survivorship care.
Collapse
Affiliation(s)
- Micah A Skeens
- The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, USA
- The Ohio State University College of Medicine, Columbus, Ohio, USA
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Jessica E Ralph
- The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Anna L Olsavsky
- The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, USA
| | | | - Nilay Shah
- The Ohio State University College of Medicine, Columbus, Ohio, USA
- Division of Hematology/Oncology/BMT, Nationwide Children's Hospital, Columbus, Ohio, USA
| | | | - Cynthia A Gerhardt
- The Abigail Wexner Research Institute, Nationwide Children's Hospital, Columbus, Ohio, USA
- The Ohio State University College of Medicine, Columbus, Ohio, USA
| |
Collapse
|
11
|
de Ville de Goyet M, Kicinski M, Suciu S, Vandecruys E, Uyttebroeck A, Ferster A, Freycon C, Plat G, Thomas C, Barbati M, Dresse MF, Paillard C, Pluchart C, Simon P, Chantrain C, Minckes O, van der Werff Ten Bosch J, Bertrand Y, Rohrlich P, Millot F, Paulus R, Benoit Y, Piette C. Long-term neurotoxicity among childhood acute lymphoblastic leukaemia survivors enrolled between 1971 and 1998 in EORTC Children Leukemia Group studies. Discov Oncol 2024; 15:20. [PMID: 38285235 PMCID: PMC10825101 DOI: 10.1007/s12672-024-00869-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 01/19/2024] [Indexed: 01/30/2024] Open
Abstract
Survival after childhood acute lymphoblastic leukemia (ALL) has increased over the last 40 years with an overall survival above 90%. Survivors may experience neurological late effects secondary to chemotherapy and radiotherapy. This observational retrospective study evaluated the cumulative incidence of neurological late effects among 890 childhood ALL survivors treated in EORTC CLG trials (58741, 58831/2 and 58881) between 1971 and 1998. Median follow-up was 19 years and interquartile range of the follow-up was 15-22 years. At 20 years from the end of treatment, approximately 66% of patients from the 58741 trial (accrual time: 1971-1978) and approximately 15% from the more recent trials had cognitive disturbance grade 1 or higher. Cumulative incidences at 20 years from treatment end of seizures, stroke and leukoencephalopathy were respectively 45%, 16% and 62% in study 58741, 13%, 2% and 5% in study 58831/2, and 8%, 2% and 3% in study 58881. Patients who were 10-17 years of age at diagnosis had a higher incidence of stroke and leukoencephalopathy as compared to those less than 6 years of age. Noteworthy, all neurological late effects continued to occur beyond 5 years after end of treatment. This retrospective study highlights the frequency of neurological late effects in survivors of childhood ALL. With the increase of the overall survival of ALL patients, the role and potential benefit of longitudinal neurological screening should be evaluated in further studies as these neurological late effects become an important public health challenge. This study is part of the larger EORTC CLG 58 Late Adverse Effects (LAE) study (ClinicalTrials.gov Identifier NCT01298388, date of registration February 16, 2011).
Collapse
Affiliation(s)
- Maëlle de Ville de Goyet
- Department of Paediatric Haematology-Oncology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | | | | | - Els Vandecruys
- Department of Paediatric Haematology-Oncology, Ghent University Hospital, Ghent, Belgium
| | - Anne Uyttebroeck
- Department of Paediatric Haematology-Oncology, University Hospital Leuven, Louvain, Belgium
| | - Alina Ferster
- Department of Haemato Oncology, HUDERF (ULB), Brussels, Belgium
| | - Claire Freycon
- Department of Paediatric Haematology-Oncology, CHU Grenoble, Grenoble, France
| | - Geneviève Plat
- Department of Haematology, CHU Toulouse, Toulouse, France
| | | | - Mélissa Barbati
- Department of Paediatric Haematology-Oncology, CHRU Lille, Lille, France
| | - Marie-Françoise Dresse
- Department of Paediatrics, University Hospital Liège and University of Liège, Liège, Belgium
| | - Catherine Paillard
- Department of Paediatric Haematology-Oncology, CHRU Strasbourg, Strasbourg, France
| | - Claire Pluchart
- Department of Paediatric Haematology and Oncology, CHU Reims, Reims, France
| | | | | | - Odile Minckes
- Department of Paediatric Haematology-Oncology, CHU Caen, Caen, France
| | | | - Yves Bertrand
- Department of Paediatric Onco-Haematology, Lyon University Hospital, Hospices Civils de Lyon and, Université Claude Bernard Lyon, Lyon, France
| | - Pierre Rohrlich
- Division of Paediatric Haematology-Oncology, CHU Nice, Nice, France
| | - Frederic Millot
- Department of Paediatric Haematology-Oncology, CHU Poitiers, Poitiers, France
| | | | - Yves Benoit
- Department of Paediatric Haematology-Oncology, Ghent University Hospital, Ghent, Belgium
| | - Caroline Piette
- Department of Paediatrics, University Hospital Liège and University of Liège, Liège, Belgium.
- Service de Pédiatrie, CHU Liège, Avenue de l'Hôpital 1, 4000 Liège, Belgium.
| |
Collapse
|
12
|
Dowling EJ, Simons LE, Crum AJ, Spunt SL, Simon P, Webster SN, Brown MRD, Jhanji S, Chilcot J, Heathcote LC. Body Mindsets are Associated With Pain and Threat-Related Risk Factors for Pain in Survivors of Childhood Cancer. THE JOURNAL OF PAIN 2024; 25:165-175. [PMID: 37549774 DOI: 10.1016/j.jpain.2023.07.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 06/28/2023] [Accepted: 07/29/2023] [Indexed: 08/09/2023]
Abstract
Pain is a common consequence of childhood cancer. While most research has examined biomedical predictors of post-cancer pain, biopsychosocial conceptualisations such as the cancer threat interpretation (CTI) model hold promise for guiding comprehensive pain management strategies. Guided by the CTI model, this cross-sectional study evaluated correlates of post-cancer pain in childhood cancer survivors including threat-related risk factors (bodily threat monitoring, fear of cancer recurrence, help-seeking) and mindsets about the body. In the preceding three months, 21.8% of the survivors reported chronic pain (>3 months), and 14.3% experienced pain most days. Greater bodily threat monitoring, more fear of cancer recurrence, and more help-seeking were associated with more pain. There was heterogeneity in the mindsets that survivors of childhood cancer hold about their bodies. Holding the mindset that the 'body is an adversary' was associated with more pain, greater bodily threat monitoring, and more fear of cancer recurrence. Holding the mindset that the 'body is responsive' was associated with less bodily threat monitoring, while the mindset that the 'body is capable' was associated with greater help-seeking. A path model demonstrated a significant combined indirect effect of the 'body is an adversary' mindset on pain through bodily threat monitoring and fear of cancer recurrence. Overall, this study supported that a sub-group of childhood cancer survivors experience persistent and interfering pain and provided cross-sectional support for threat-related correlates for pain aligning with the CTI model. Body mindsets were associated with pain and threat-related correlates and may represent a novel target to support survivors with pain. PERSPECTIVE: This article presents associations of body mindsets, threat-related risk factors, and pain in survivors of childhood cancer (aged 11-25), guided by the Cancer Threat Interpretation model. The study indicates that body mindsets may be novel targets to embed in comprehensive post-cancer pain management approaches to support young survivors with pain.
Collapse
Affiliation(s)
- Emily J Dowling
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Laura E Simons
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Alia J Crum
- Department of Psychology, Stanford University, Stanford, California
| | - Sheri L Spunt
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Pamela Simon
- Division of Hematology/Oncology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - Sarah N Webster
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, California
| | - Matthew R D Brown
- Anaesthetics, Perioperative Medicine and Pain Department, The Royal Marsden NHS Foundation Trust, London, United Kingdom; Pain Management Team, The Royal Marsden Hospital, The Institute of Cancer Research, London, United Kingdom
| | - Shaman Jhanji
- Anaesthetics, Perioperative Medicine and Pain Department, The Royal Marsden NHS Foundation Trust, London, United Kingdom; Pain Management Team, The Royal Marsden Hospital, The Institute of Cancer Research, London, United Kingdom
| | - Joseph Chilcot
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| | - Lauren C Heathcote
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom
| |
Collapse
|
13
|
Dandekar S, Caru M, Schmitz KH. Behavioral physical activity intervention coupled with standard post-cancer directed treatment care to mitigate chronic pain in childhood cancer survivors: A protocol for a single-center, pilot randomized controlled trial. Contemp Clin Trials Commun 2023; 36:101216. [PMID: 37842319 PMCID: PMC10569955 DOI: 10.1016/j.conctc.2023.101216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 09/05/2023] [Accepted: 10/01/2023] [Indexed: 10/17/2023] Open
Abstract
Background Long term survivors of childhood cancer have a high prevalence of chronic pain. Novel, multidisciplinary approaches to manage pain, are needed to allow for a reduction in the use of opioids for pain management. Physical activity is highly effective in managing chronic pain in children and adolescents, however, evidence about the combination of physical activity intervention and pain medications in chronic pain management in childhood cancer survivors is lacking. The aim of this study is to investigate the feasibility, acceptability and preliminary effects of a behavioral physical activity intervention integrated into standard post cancer directed treatment care to mitigate chronic pain in this unique population. Methods This is a single site pilot randomized controlled trial of a 16-week physical activity intervention coupled with standard care. The primary aim is to assess the feasibility and acceptability of the physical activity intervention in childhood cancer survivors with chronic pain. Secondary aims include evaluating the differences in functional and psychosocial outcomes along with self-reported pain scores and cumulative dose of pain medications between the exercise group and standard cancer care group. The physical activity intervention is a home-based program structured to increase patients' physical activity behavior and to favor low intensity bodily movement using aerobic exercise and resistance training. Conclusions This study will demonstrate that behavioral supportive measures like physical activity may be a novel means to improve cancer related chronic pain in young survivors of childhood cancer and decrease medication usage for pain along with improvement in functional and psychosocial outcomes.
Collapse
Affiliation(s)
- Smita Dandekar
- Department of Pediatrics, Division of Hematology and Oncology, Pennsylvania State Health Children's Hospital, Hershey, PA, USA
| | - Maxime Caru
- Department of Pediatrics, Division of Hematology and Oncology, Pennsylvania State Health Children's Hospital, Hershey, PA, USA
- Department of Public Health Sciences, Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Kathryn H. Schmitz
- Department of Public Health Sciences, Pennsylvania State University College of Medicine, Hershey, PA, USA
- Division of Hematology and Oncology, University of Pittsburgh, Pittsburgh, PA, USA
| |
Collapse
|
14
|
Lai JS, Jensen SE, Peipert JD, Mitchell SA, Garcia SF, Cella D, Goldman S, Lenzen A. Using IT to Improve Outcomes for Children Living With Cancer (SyMon-SAYS): Protocol for a Single-Institution Waitlist Randomized Controlled Trial. JMIR Res Protoc 2023; 12:e50993. [PMID: 37682593 PMCID: PMC10517385 DOI: 10.2196/50993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 07/21/2023] [Indexed: 09/09/2023] Open
Abstract
BACKGROUND Children and adolescents with cancer may experience multiple disease- and treatment-related symptoms that negatively affect health-related quality of life. Routine symptom surveillance thus constitutes an important component of supportive care in pediatric oncology. The Symptom Monitoring and Systematic Assessment and Reporting System in Young Survivors (SyMon-SAYS) system will administer, score, interpret, and display the results of symptom assessments captured weekly using patient-reported outcomes presented via the electronic health record (EHR) portal between clinic visits in oncology ambulatory settings, when patients are likely to be more symptomatic. This study is testing a digital system for routine symptom surveillance that includes EHR-based reports to clinicians and alerts for severe symptoms. OBJECTIVE In this randomized trial, we are examining the effects of the SyMon-SAYS system on perceived barriers to symptom management, self-efficacy, and symptom severity. Better self-management and timely clinical intervention to address symptoms promote adherence to treatment plans, strengthen child and parent self-efficacy, improve interactions between children, parents, and their clinical providers, and optimize clinical outcomes. METHODS The SyMon-SAYS system is integrated into the EHR to streamline the presentation of symptom scores and delivery of alerts for severe symptoms to clinicians using EHR (Epic) messaging functionalities. Children (aged 8 to 17 years) complete the weekly symptom assessment and review the symptom report by logging into the patient portal (Epic MyChart). This single-institution waitlist randomized controlled trial is recruiting 200 children (aged 8-17 years) with cancer and their parents, guardians, or caregivers. Participating dyads are randomly assigned to receive the intervention over 16 weeks (Group A: 16-week SyMon-SAYS intervention; Group B: 8-week usual care and then an 8-week SyMon-SAYS intervention). Analyses will (1) evaluate the efficacy of SyMon-SAYS at week 8 and the maintenance of those effects at week 16; (2) evaluate factors associated with those efficacy outcomes, including contextual factors, adherence to the SyMon-SAYS intervention, demographic characteristics, and clinical factors; and (3) evaluate predictors of adherence to the SyMon-SAYS intervention and preference of SyMon-SAYS versus usual care. RESULTS Data collection is currently in progress. We hypothesize that at 8 weeks, those receiving the SyMon-SAYS intervention will report decreased parent-perceived barriers to managing their children's symptoms, increased parent and child self-efficacy, decreased child symptom burden, and ultimately better child health-related quality of life, compared to waitlist controls. Feasibility, acceptability, and engagement from the perspectives of the children with cancer, their parents, and their clinicians will be examined using mixed methods. CONCLUSIONS We anticipate that this system will facilitate prompt identification of problematic symptoms. Additionally, we hypothesize that with the availability of graphical symptom reports over time, and timely provider responses, children or parents will become better informed and take an active role in managing their symptoms, which will further improve clinical outcomes. TRIAL REGISTRATION ClinicalTrials.gov NCT04789720; https://clinicaltrials.gov/study/NCT04789720. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/50993.
Collapse
Affiliation(s)
- Jin-Shei Lai
- Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, United States
| | - Sally E Jensen
- Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - John Devin Peipert
- Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, United States
| | - Sandra A Mitchell
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, United States
| | - Sofia F Garcia
- Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, United States
| | - David Cella
- Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, United States
| | - Stewart Goldman
- Department of Child Health, College of Medicine - Phoenix, University of Arizona, Phoenix, AZ, United States
- Phoenix Children's Hospital, Phoenix, AZ, United States
| | - Alicia Lenzen
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL, United States
- Division of Hematology, Oncology, Neuro-Oncology & Stem Cell Transplantation, Ann & Robert Lurie Children's Hospital of Chicago, Chicago, IL, United States
| |
Collapse
|
15
|
Cheung YT, To KKW, Hua R, Lee CP, Chan ASY, Li CK. Association of markers of inflammation on attention and neurobehavioral outcomes in survivors of childhood acute lymphoblastic leukemia. Front Oncol 2023; 13:1117096. [PMID: 37416531 PMCID: PMC10320851 DOI: 10.3389/fonc.2023.1117096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 05/30/2023] [Indexed: 07/08/2023] Open
Abstract
Background Survivors of childhood acute lymphoblastic leukemia (ALL) are at-risk of developing cognitive impairment and neurobehavioral symptoms. Inflammation induced by a compromised health status during cancer survivorship is proposed as a pathophysiological mechanism underlying cognitive impairment in cancer survivors. Objectives To evaluate the associations of biomarkers of inflammation with attention and neurobehavioral outcomes in survivors of childhood ALL, and to identify clinical factors associated with biomarkers of inflammation in this cohort. Methods We recruited patients who were diagnosed with ALL at ≤ 18 years old and were currently ≥5 years post-cancer diagnosis. The study outcomes were attention (Conners Continuous Performance Test) and self-reported behavioral symptoms (Adult Self-Report [ASR] checklist). Using a commercial screening kit, survivors' plasma (5ml) was assayed for 17 cytokines/chemokine cell-signaling molecules that are associated with neurodegenerative diseases. The final panel of the targeted markers included interleukin (IL)-8, IL-13, interferon-gamma (IFN-γ), monocyte chemoattractant protein-1 (MCP-1), macrophage inflammatory protein-1β, and tumor necrosis factor-α. Biomarker levels were rank-ordered into tertiles based on the sample distribution. Multivariable general linear modeling was used to test for associations between biomarkers and study outcomes in the overall cohort and stratified by gender. Results This study included 102 survivors (55.9% males, mean[SD] age 26.2[5.9] years; 19.3[7.1] years post-diagnosis). Survivors within top tertiles of IFN-γ (Estimate =6.74, SE=2.26; P=0.0037) and IL-13 (Estimate =5.10, SE=2.27; P=0.027) demonstrated more inattentiveness. Adjusting for age, gender and treatment, more self-reported thought (Estimate=3.53, SE=1.78; P=0.050) and internalizing problems (Estimate =6.52, SE=2.91; P=0.027) correlated with higher IL-8. Higher levels of IL-13 (RR = 4.58, 95% CI: 1.01-11.10) and TNF-α (RR = 1.44, 95% CI: 1.03-4.07) were observed in survivors had developed chronic health conditions (n=26, 25.5%). The stratified analysis showed that association of IFN-γ with attention was stronger in male survivors than in female survivors. Conclusion Inflammation due to cancer-related late effects may potentially be mechanistic mediators of neurobehavioral problems in pediatric ALL survivors. Markers of inflammation can potentially be applied to assess or monitor the effectiveness of interventions, particularly behavioral interventions, in improving cognitive outcomes in survivors. Future work includes understanding the underlying gender-specific pathophysiology behind functional outcomes in the population.
Collapse
Affiliation(s)
- Yin Ting Cheung
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Kenneth Kin-Wah To
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Rong Hua
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Chui Ping Lee
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Agnes Sui-Ying Chan
- Neuropsychology Laboratory, Department of Psychology, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Chi Kong Li
- Department of Paediatrics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
- Department of Paediatrics and Adolescent Medicine, Hong Kong Children’s Hospital, Hong Kong, Hong Kong SAR, China
- Hong Kong Hub of Paediatric Excellence, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| |
Collapse
|
16
|
Zhang FF, Hudson MM, Chen F, Li Z, Huang IC, Bhakta N, Ness KK, Brinkman TM, Klosky J, Ojha RP, Lanctot JQ, Robison LL, Krull KR. Dietary supplement use among adult survivors of childhood cancer: A report from the St. Jude Lifetime Cohort Study. Cancer 2023; 129:1602-1613. [PMID: 36808617 PMCID: PMC10133174 DOI: 10.1002/cncr.34700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 01/04/2023] [Accepted: 01/23/2023] [Indexed: 02/20/2023]
Abstract
BACKGROUND Adult survivors of childhood cancer have poor adherence to nutrition guidelines and inadequate intake of dietary vitamins D and E, potassium, fiber, magnesium, and calcium. The contribution of vitamin and mineral supplement use to total nutrient intake in this population is unclear. METHODS We examined the prevalence and dose of nutrient intake among 2570 adult survivors of childhood cancer participating in the St. Jude Lifetime Cohort Study, and the association of dietary supplement use with treatment exposures, symptom burden, and quality of life. RESULTS Nearly 40% of the adult survivors of cancer survivors reported regular use of dietary supplements. Although cancer survivors who used dietary supplements were less likely to have inadequate intake of several nutrients, they were also more likely to have excessive intake (total nutrient intake ≥ tolerable upper intake levels) of folate (15.4% vs. 1.3%), vitamin A (12.2% vs. 0.2%), iron (27.8% vs. 1.2%), zinc (18.6% vs. 1%), and calcium (5.1% vs. 0.9%) compared with survivors who did not use dietary supplements (all p < 0.05). Treatment exposures, symptom burden, and physical functioning were not associated with supplement use, whereas emotional well-being and vitality were positively associated with supplement use among childhood cancer survivors. CONCLUSIONS Supplement use is associated with both inadequate and excessive intake of specific nutrients, but positively impacts aspects of quality of life among childhood cancer survivors.
Collapse
Affiliation(s)
- Fang Fang Zhang
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Fan Chen
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA
| | - Zhongyu Li
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Nickhill Bhakta
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Global Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Tara M. Brinkman
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - James Klosky
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Rohit P. Ojha
- Center for Epidemiology &Healthcare Delivery Research, JPS Health Network, Fort Worth, TX, USA
| | - Jennifer Q. Lanctot
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kevin R. Krull
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| |
Collapse
|
17
|
Kang KA, Han SJ, Chun J, Kim HY, Oh Y, Yoon H. Healthy lifestyle interventions for childhood and adolescent cancer survivors: a systematic review and meta-analysis. CHILD HEALTH NURSING RESEARCH 2023; 29:111-127. [PMID: 37170490 PMCID: PMC10183760 DOI: 10.4094/chnr.2023.29.2.111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 02/17/2023] [Indexed: 05/13/2023] Open
Abstract
PURPOSE This study investigated the effects of healthy lifestyle interventions (HLSIs) on health-related quality of life (HR-QoL) in childhood and adolescent cancer survivors (CACS). METHODS Major databases were searched for English-language original articles published between January 1, 2000 and May 2, 2021. Randomized controlled trials (RCTs) and non-RCTs were included. Quality was assessed using the revised Cochrane risk-of-bias tool, and a meta-analysis was conducted using RevMan 5.3 software. RESULTS Nineteen studies were included. Significant effects on HR-QoL were found for interventions using a multi-modal approach (exercise and education) (d=-0.46; 95% confidence interval [CI]=-0.84 to -0.07, p=.02), lasting not less than 6 months (d=-0.72; 95% CI=-1.15 to -0.29, p=.0010), and using a group approach (d=-0.46; 95% CI=-0.85 to -0.06, p=.02). Self-efficacy showed significant effects when HLSIs provided health education only (d=-0.55; 95% CI=-0.92 to -0.18; p=.003), lasted for less than 6 months (d=-0.40; 95% CI=-0.69 to -0.11, p=.006), and were conducted individually (d=-0.55; 95% CI=-0.92 to -0.18, p=.003). The physical outcomes (physical activity, fatigue, exercise capacity-VO2, exercise capacity-upper body, body mass index) revealed no statistical significance. CONCLUSION Areas of HLSIs for CACS requiring further study were identified, and needs and directions of research for holistic health management were suggested.
Collapse
Affiliation(s)
- Kyung-Ah Kang
- Professor, College of Nursing, Sahmyook University, Seoul, Korea
| | - Suk Jung Han
- Professor, College of Nursing, Sahmyook University, Seoul, Korea
| | - Jiyoung Chun
- Assistant Professor, College of Nursing, Sahmyook University, Seoul, Korea
| | - Hyun-Yong Kim
- Researcher, Logos Health Design Institute, Sahmyook University, Seoul, Korea
| | - Yerin Oh
- Researcher, College of Nursing, Sahmyook University, Seoul, Korea
| | - Heejin Yoon
- Researcher, College of Nursing, Sahmyook University, Seoul, Korea
| |
Collapse
|
18
|
Caru M, Alberts NM, Freeman MC, Dandekar SC, Rao P, McKeone DJ, Brown VI, McGregor LM, Schmitz KH. Chronic pain in children and adolescents diagnosed with cancer: the challenge of mitigating the pain and the potential of integrating exercise into pain management. Support Care Cancer 2023; 31:228. [PMID: 36952029 DOI: 10.1007/s00520-023-07695-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 03/16/2023] [Indexed: 03/24/2023]
Abstract
BACKGROUND Pain is one of the most common and distressing symptoms experienced by children and adolescents diagnosed with cancer. It is vital that children and adolescents receive adequate pain management early on in their cancer treatments to mitigate pain and cancer-related symptoms. Exercise training shows particular promise in the management of acute and chronic pain among children and adolescents diagnosed with cancer. METHODS This position paper comes to outline the challenge of mitigating pain in children and adolescents diagnosed with cancer, and the potential benefits of integrating exercise training to the management of chronic pain in this population in need. RESULTS Integrating exercise training into the care and pain management of children and adolescents diagnosed with cancer who have chronic pain would have the advantage of addressing several shortcomings of pain medication. Pain medication aims to temporarily manage or reduce pain; it does not have the potential to directly improve a patient's physical condition in the way that exercise training can. The current paucity of data available on the use of exercise training as a complementary treatment to pain medications to reduce chronic pain in children and adolescents diagnosed with cancer allows only for hypotheses on the effectiveness of this pain management modality. CONCLUSION More research on this important topic is necessary and mitigating pain effectively while also reducing the use of opioid pain medication is an important goal shared by patients, their families, clinicians, and researchers alike. Future research in this area has great potential to inform clinical care, clinical care guidelines, and policy-making decisions for pain management in children and adolescents diagnosed with cancer who experience chronic pain.
Collapse
Affiliation(s)
- Maxime Caru
- Division of Hematology and Oncology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA.
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA.
| | - Nicole M Alberts
- Department of Psychology, Concordia University, Montréal, QC, Canada
| | - Michelle C Freeman
- Division of Complex and Palliative Care, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
| | - Smita C Dandekar
- Division of Hematology and Oncology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
| | - Pooja Rao
- Division of Hematology and Oncology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
| | - Daniel J McKeone
- Division of Hematology and Oncology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
| | - Valerie I Brown
- Division of Hematology and Oncology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
| | - Lisa M McGregor
- Division of Hematology and Oncology, Department of Pediatrics, Penn State College of Medicine, Hershey, PA, USA
| | - Kathryn H Schmitz
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| |
Collapse
|
19
|
Chua GWY, Vig PS. Overview of radiotherapy-induced chronic pain in childhood cancer survivors: A narrative review. PAEDIATRIC & NEONATAL PAIN 2023; 5:1-9. [PMID: 36911786 PMCID: PMC9997122 DOI: 10.1002/pne2.12094] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 12/15/2022] [Accepted: 01/18/2023] [Indexed: 02/05/2023]
Abstract
Radiotherapy is an important aspect of oncological treatment in several childhood cancers. However, radiotherapy is known to have numerous side effects, including detrimental effects on growth, neurocognitive impairment, and the development of secondary malignancies. One less studied long-term side effect of pediatric radiotherapy treatment is chronic pain. While the short-term toxicities of radiotherapy resolve over a few weeks to months, the chronic pain caused by radiotherapy-induced tissue damage can significantly affect children's quality of life. As long-term childhood cancer survivors age into adulthood, they are typically followed up by a wide variety of doctors, not all of whom may be familiar with radiotherapy-induced chronic pain and its management. The aim of this review is to discuss the various common manifestations of radiotherapy-related pain in children, as well as ways to identify and manage these. Common radiotherapy-related side effects leading to chronic pain symptoms include radiation fibrosis, enteritis, dermatitis, lymphedema, neuropathic pain, and effects on bone development. The pathophysiology, evaluation and management of these are briefly summarized in this review. This is followed by an overview of radiotherapy techniques that allow greater sparing of normal tissue, minimizing future painful side effects. Finally, the assessment of pain in children is described, as well as strategies for management, and red flag symptoms that should prompt urgent specialist referral. In conclusion, a good understanding of the long-term side effects of radiotherapy treatment in children is essential for the various medical professionals that follow-up the child in the years after treatment. For young children, the evaluation of pain is in itself a challenge, and effects on growth, development, and learning are crucial. For older children, social and psychological factors become increasingly important. As radiation therapy techniques continue to advance, the spectrum and incidence of chronic pain syndromes may change over time.
Collapse
Affiliation(s)
- Gail Wan Ying Chua
- Division of Radiation OncologyNational Cancer Centre SingaporeSingaporeSingapore
| | - Prachi Simran Vig
- Yong Loo Lin School of MedicineNational University of SingaporeSingaporeSingapore
| |
Collapse
|
20
|
Ten Considerations for Integrating Patient-Reported Outcomes into Clinical Care for Childhood Cancer Survivors. Cancers (Basel) 2023; 15:cancers15041024. [PMID: 36831370 PMCID: PMC9954048 DOI: 10.3390/cancers15041024] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 01/28/2023] [Accepted: 02/01/2023] [Indexed: 02/08/2023] Open
Abstract
Patient-reported outcome measures (PROMs) are subjective assessments of health status or health-related quality of life. In childhood cancer survivors, PROMs can be used to evaluate the adverse effects of cancer treatment and guide cancer survivorship care. However, there are barriers to integrating PROMs into clinical practice, such as constraints in clinical validity, meaningful interpretation, and technology-enabled administration of the measures. This article discusses these barriers and proposes 10 important considerations for appropriate PROM integration into clinical care for choosing the right measure (considering the purpose of using a PROM, health profile vs. health preference approaches, measurement properties), ensuring survivors complete the PROMs (data collection method, data collection frequency, survivor capacity, self- vs. proxy reports), interpreting the results (scoring methods, clinical meaning and interpretability), and selecting a strategy for clinical response (integration into the clinical workflow). An example framework for integrating novel patient-reported outcome (PRO) data collection into the clinical workflow for childhood cancer survivorship care is also discussed. As we continuously improve the clinical validity of PROMs and address implementation barriers, routine PRO assessment and monitoring in pediatric cancer survivorship offer opportunities to facilitate clinical decision making and improve the quality of survivorship care.
Collapse
|
21
|
Shin H, Dudley WN, Bhakta N, Horan MR, Wang Z, Bartlett TR, Srivastava D, Yasui Y, Baker JN, Robison LL, Ness KK, Krull KR, Hudson MM, Huang IC. Associations of Symptom Clusters and Health Outcomes in Adult Survivors of Childhood Cancer: A Report From the St Jude Lifetime Cohort Study. J Clin Oncol 2023; 41:497-507. [PMID: 36166720 PMCID: PMC9870227 DOI: 10.1200/jco.22.00361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 08/04/2022] [Accepted: 08/15/2022] [Indexed: 01/26/2023] Open
Abstract
PURPOSE To identify symptom clusters among adult survivors of childhood cancers and test associations with health-related quality of life (HRQOL) and physical and neurocognitive performance. METHODS This cross-sectional study included 3,085 survivors (mean age at evaluation 31.9 ± 8.3 years; mean years from diagnosis 28.1 ± 9.1) participating in the St Jude Lifetime Cohort Study. Survivors self-reported the presence of 37 symptoms capturing 10 domains (cardiac, pulmonary, sensory, motor/movement, nausea, pain, fatigue, memory, anxiety, and depression). The Short Form-36's Physical/Mental Component Summaries assessed HRQOL; the Physical Performance Test evaluated physical performance; and neurocognitive batteries tested attention, processing/psychomotor speed, memory, and executive function. Latent class analysis identified subgroups of survivors experiencing different patterns of symptom burden (ie, symptom clusters). Multivariable regression models identified risk of cluster membership and tested associations with health outcomes. RESULTS Four symptom clusters were identified including cluster 1 (prevalence 52.4%; low physical, somatization, and psychologic domains), cluster 2 (16.1%; low physical, moderate somatic, and high psychologic domains), cluster 3 (17.6%; high physical, moderate somatic, and low psychologic domains), and cluster 4 (13.9%; high in all three domains). Compared with cluster 1, survivors in cluster 4 were more likely to have less than high school education (odds ratio [OR], 7.71; 95% CI, 4.46 to 13.31), no insurance (OR, 1.49; 95% CI, 1.04 to 2.13), and exposure to corticosteroids (OR, 1.76; 95% CI, 1.02 to 3.03); survivors in cluster 3 were more likely to have received platinum agents (OR, 2.22; 95% CI, 1.34 to 3.68) and brain radiation ≥ 30 Gy (OR, 3.99; 95% CI, 2.33 to 6.86). Survivors in cluster 4 reported the poorest Physical Component Summary/Mental Component Summary scores (31.0/26.7) and physical and neurocognitive performance versus survivors in the other clusters (P < .001). CONCLUSION Nearly 50% of survivors had moderate to high multisymptom burden, which was associated with sociodemographic, treatment factors, HRQOL, and functional outcomes.
Collapse
Affiliation(s)
- Hyewon Shin
- College of Nursing, Ewha Womans University, Seoul, South Korea
| | - William N. Dudley
- Department of Public Health Education, University of North Carolina Greensboro, Greensboro, NC
| | - Nickhill Bhakta
- Department of Global Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Madeline R. Horan
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | | | - Deokumar Srivastava
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Justin N. Baker
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Kevin R. Krull
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN
| | - Melissa M. Hudson
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| |
Collapse
|
22
|
Bhatia S, Landier W. Symptom Clusters in Childhood Cancer Survivors. J Clin Oncol 2023; 41:439-442. [PMID: 36469836 DOI: 10.1200/jco.22.02051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/08/2022] Open
Affiliation(s)
- Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL.,Department of Pediatrics, Heersink School of Medicine, University of Alabama at Birmingham, AL
| | - Wendy Landier
- Institute for Cancer Outcomes and Survivorship, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL.,Department of Pediatrics, Heersink School of Medicine, University of Alabama at Birmingham, AL
| |
Collapse
|
23
|
Skeens MA, Hill K, Olsavsky A, Ralph JE, Udaipuria S, Akard TF, Gerhardt CA. Family functioning buffers the consequences of the COVID-19 pandemic for children's quality of life and loneliness. Front Psychol 2023; 13:1079848. [PMID: 36710839 PMCID: PMC9880325 DOI: 10.3389/fpsyg.2022.1079848] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 12/28/2022] [Indexed: 01/14/2023] Open
Abstract
COVID-19 resulted in mass quarantine measures early in the pandemic. This disruption of daily life widened inequities and made children one of the most vulnerable populations during the crisis. This national, cross-sectional "COVID-Kids" study collected data from almost 500 parent-child dyads using standardized measures to better understand the effects of COVID exposure and impact on children's quality of life and loneliness. Data were collected via social media from May to July 2020. According to parent proxy and child self-report, United States children experienced worse quality of life (p < 0.0001; d = 0.45 and 0.53) and greater child-reported loneliness (p < 0.0001) when compared to normative, healthy samples (i.e., children who do not have a chronic medical condition). Older children (r = 0.16, p = 0.001) and female children (r = 0.11, p = 0.02) reported greater loneliness. Higher child-reported family functioning scores were associated with better quality of life (r = 0.36, p < 0.0001) and less loneliness (r = -0.49, p < 0.0001). Moderated mediation analyses indicated the indirect effect of parent COVID impact on the association between COVID exposure and child quality of life was weaker in the context of better family functioning. Results of this study raise concern for the short-and long-term sequelae of the pandemic on the physical and mental health of children. Healthcare providers and researchers must find new and innovative ways to protect the well-being of children. Strengthening family functioning may buffer the effects of the pandemic and improve overall quality of life in our "COVID Kids."
Collapse
Affiliation(s)
- Micah A. Skeens
- Center for Biobehavioral Health, Nationwide Childrens Hospital, Columbus, OH, United States,Department of Pediatrics, The Ohio State University School of Medicine, Columbus, OH, United States,*Correspondence: Micah A. Skeens, ✉
| | - Kylie Hill
- Center for Biobehavioral Health, Nationwide Childrens Hospital, Columbus, OH, United States
| | - Anna Olsavsky
- Center for Biobehavioral Health, Nationwide Childrens Hospital, Columbus, OH, United States
| | - Jessica E. Ralph
- Center for Biobehavioral Health, Nationwide Childrens Hospital, Columbus, OH, United States
| | - Shivika Udaipuria
- Center for Biobehavioral Health, Nationwide Childrens Hospital, Columbus, OH, United States
| | - Terrah Foster Akard
- Vanderbilt School of Nursing, Vanderbilt University, Nashville, TN, United States
| | - Cynthia A. Gerhardt
- Center for Biobehavioral Health, Nationwide Childrens Hospital, Columbus, OH, United States,Department of Pediatrics, The Ohio State University School of Medicine, Columbus, OH, United States
| |
Collapse
|
24
|
Cai J, Cheung YT, Au-Doung PLW, Hu W, Gao Y, Zhang H, Ji M, Shen S, Chen J, Tang J. Psychosocial outcomes in Chinese survivors of pediatric cancers or bone marrow failure disorders: A single-center study. PLoS One 2022; 17:e0279112. [PMID: 36512620 PMCID: PMC9746993 DOI: 10.1371/journal.pone.0279112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 11/30/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND/OBJECTIVES Most of the studies on functional outcomes in pediatric survivors of cancers and bone marrow failure disorders have been conducted in North American, European, and Oceanian populations, with few studies having been performed in China. The objective of this study was to evaluate psychosocial outcomes in a cohort of Chinese pediatric survivors diagnosed with cancer or conditions requiring hematopoietic stem cell transplantation (HSCT), and to identify clinical and behavioral factors associated with adverse psychosocial outcomes. METHODS This was a cross-sectional survey study. We recruited pediatric survivors of cancer or inherited disorder requiring HSCT at ≤18 years old and were ≥6 months post-treatment. Parents completed the St. Jude Children's Research Hospital After Completion of Therapy questionnaire to report their child's emotional functioning, social functioning, attention/concentration and behavior. Multivariable general linear modeling was used to identify clinical, treatment and behavioral factors associated with psychosocial outcomes, adjusting for sex, age and cancer diagnoses. RESULTS Ninety-five pediatric survivors were recruited (62.1% male; mean [standard deviation] age 9.7 [3.4] years; 4.1 [2.6] years post-diagnosis). They were diagnosed with bone marrow failure disorders (23.2%), hematological malignancies (45.3%) or solid tumors (23.2%). Compared with survivors with no current health problems, those with more than one current health problem performed worse in emotional functioning (Estimate = 2.42, SE = 0.88, P = 0.008) and social functioning (Estimate = 2.90, SE = 1.64, P = 0.03). Higher pain interference was significantly associated with worse emotional functioning (Estimate = 0.19, SE = 0.08, P = 0.03) and attention functioning (Estimate = 0.26, SE = 0.11, P = 0.03). Compared with survivors who reported less sleep problems, those who had more sleep problems demonstrated poorer emotional functioning (Estimate = 0.30, SE = 0.08, P = 0.001). Survivors who had a longer duration of screen usage per day reported more impairment on attention and behavior functioning than those who had a shorter duration of screen usage per day (both P<0.5). CONCLUSION Survivors who were diagnosed at a younger age or had unaddressed/untreated health problems may require additional psychological evaluation. The implementation of psychosocial assessments during routine long-term follow-up care may help to identify high-risk patients during the early phase of survivorship. Rehabilitation interventions should address modifiable behavioral factors (e.g. sleep habits, screen time and chronic pain).
Collapse
Affiliation(s)
- Jiaoyang Cai
- Department of Hematology/Oncology, Shanghai Children’s Medical Center, Shanghai Jiao Tong University School of Medicine, Key Laboratory of Pediatric Hematology and Oncology of China Ministry of Health, Shanghai, China
| | - Yin Ting Cheung
- Faculty of Medicine, School of Pharmacy, The Chinese University of Hong Kong, Hong Kong SAR, China
| | | | - Wenting Hu
- Department of Hematology/Oncology, Shanghai Children’s Medical Center, Shanghai Jiao Tong University School of Medicine, Key Laboratory of Pediatric Hematology and Oncology of China Ministry of Health, Shanghai, China
| | - Yijin Gao
- Department of Hematology/Oncology, Shanghai Children’s Medical Center, Shanghai Jiao Tong University School of Medicine, Key Laboratory of Pediatric Hematology and Oncology of China Ministry of Health, Shanghai, China
| | - Hua Zhang
- Department of Hematology/Oncology, Shanghai Children’s Medical Center, Shanghai Jiao Tong University School of Medicine, Key Laboratory of Pediatric Hematology and Oncology of China Ministry of Health, Shanghai, China
| | - Mingjing Ji
- Department of Hematology/Oncology, Shanghai Children’s Medical Center, Shanghai Jiao Tong University School of Medicine, Key Laboratory of Pediatric Hematology and Oncology of China Ministry of Health, Shanghai, China
| | - Shuhong Shen
- Department of Hematology/Oncology, Shanghai Children’s Medical Center, Shanghai Jiao Tong University School of Medicine, Key Laboratory of Pediatric Hematology and Oncology of China Ministry of Health, Shanghai, China
| | - Jing Chen
- Department of Hematology/Oncology, Shanghai Children’s Medical Center, Shanghai Jiao Tong University School of Medicine, Key Laboratory of Pediatric Hematology and Oncology of China Ministry of Health, Shanghai, China
| | - Jingyan Tang
- Department of Hematology/Oncology, Shanghai Children’s Medical Center, Shanghai Jiao Tong University School of Medicine, Key Laboratory of Pediatric Hematology and Oncology of China Ministry of Health, Shanghai, China
| |
Collapse
|
25
|
Klages KL, Chardon ML, Drake SN, Myers KC, Morrison CF, Pai AL. Pain, depressive symptoms, and health-related quality of life among survivors of pediatric hematopoietic stem cell transplant. Pediatr Blood Cancer 2022; 69:e29846. [PMID: 35730649 PMCID: PMC9420784 DOI: 10.1002/pbc.29846] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 05/25/2022] [Accepted: 05/28/2022] [Indexed: 11/10/2022]
Abstract
OBJECTIVE Pediatric hematopoietic stem cell transplant (HCT) is an intensive medical procedure associated with significant late effects, of which pain is a prominent example. While pain is associated with increased depressive symptoms and health-related quality-of-life (HRQoL) impairments in other pediatric chronic illness populations, associations between these variables are not well understood in pediatric HCT. Clarifying these associations may inform clinical interventions to improve health outcomes following pediatric HCT. This study aimed to investigate the relations between pain intensity, depressive symptoms, and HRQoL in survivors of pediatric HCT. METHOD Fifty-one survivors of pediatric HCT (Mage = 14.3 years, standard deviation [SD] = 4.3; 58.8% male; 80.4% White) completed self-report measures of pain intensity, depressive symptoms, and HRQoL. Demographic and disease information was collected via demographic forms and medical record review. Path analysis was used to examine hypothesized associations between pain intensity, depressive symptoms, and HRQoL. RESULTS Analyses revealed direct effects of pain intensity on depressive symptoms (estimate [Est.] = .23, p < .001) and HRQoL (Est. = -.2, p = .04), and direct effects of depressive symptoms on HRQoL (Est. = -.68, p < .001). Depressive symptoms also mediated the relationship between pain intensity and HRQoL (Est. = -.16, p = .006). CONCLUSIONS Greater pain intensity was associated directly with increased depressive symptoms and indirectly with HRQoL through depressive symptoms. Results of this study suggest that multitargeted cognitive behavioral interventions that address pain and depressive symptoms may improve HRQoL ratings in survivors of pediatric HCT.
Collapse
Affiliation(s)
- Kimberly L. Klages
- Behavioral Medicine and Clinical Psychology & Patient and Family Wellness Center for Cancer and Blood Diseases Institute, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229
| | - Marie L. Chardon
- Behavioral Medicine and Clinical Psychology & Patient and Family Wellness Center for Cancer and Blood Diseases Institute, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229
| | - Sarah N. Drake
- Behavioral Medicine and Clinical Psychology & Patient and Family Wellness Center for Cancer and Blood Diseases Institute, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229
| | - Kasiani C. Myers
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH 45267
| | | | - Ahna L.H. Pai
- Behavioral Medicine and Clinical Psychology & Patient and Family Wellness Center for Cancer and Blood Diseases Institute, Cincinnati Children’s Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229
- Department of Pediatrics, University of Cincinnati College of Medicine, 3230 Eden Ave, Cincinnati, OH 45267
| |
Collapse
|
26
|
Steineck A, Bradford MC, O'Daffer A, Fladeboe KM, O'Donnell MB, Scott S, Yi-Frazier JP, Rosenberg AR. Quality of Life in Adolescents and Young Adults: The Role of Symptom Burden. J Pain Symptom Manage 2022; 64:244-253.e2. [PMID: 35649460 PMCID: PMC9378571 DOI: 10.1016/j.jpainsymman.2022.05.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 05/21/2022] [Accepted: 05/24/2022] [Indexed: 11/23/2022]
Abstract
CONTEXT Adolescents and young adults (AYAs) with cancer report worse health-related quality of life (HRQOL) than other age groups. Symptom burden is a modifiable predictor of HRQOL. OBJECTIVES The objective of this study was to identify which symptoms are most burdensome to AYAs with advanced cancer. METHODS In this observational study, English-speaking individuals aged 12-25 years undergoing treatment for advanced cancer completed assessments of symptom burden (Memorial Symptom Assessment Scale) and HRQOL (Pediatric Quality of Life Inventory Generic Form and Cancer Module; minimal clinically important difference 4.4). We dichotomized participants as having low (<7) or high (≥7) symptom prevalence. Mixed regression models estimated HRQOL differences between groups. For individual symptoms, unadjusted mixed models estimated HRQOL reductions. RESULTS N = 58 AYAs completed baseline surveys. The median age was 17 years (IQR 15-19), 58% were male, 59% identified as white, and 44% were diagnosed with leukemia/lymphoma. High symptom prevalence was associated with a mean generic HRQOL 7 points lower (95% CI: -11, -3; P < 0.01) and cancer-specific HRQOL score 12 points lower (95% CI: -17, -7; P < 0.01) than low symptom prevalence. The most prevalent symptoms were fatigue (71%), pain (58%), and difficulty sleeping (58%). Fatigue (-8), difficulty concentrating (-7), and mouth sores (-6) were associated with the greatest generic HRQOL score reductions. Dysphagia (-12), difficulty concentrating (-12), and sadness (-11) were associated with the greatest cancer-specific HRQOL score reductions. CONCLUSION The symptom experience among AYAs with advanced cancer is unique. Separate evaluation of AYA's symptoms may optimize management and improve HRQOL.
Collapse
Affiliation(s)
- Angela Steineck
- Seattle Children's Hospital (A.S.), Cancer and Blood Disorders Center, Seattle, Washington, USA; Seattle Children's Research Institute (A.S., A.O., K.M.F., M.B.O., J.P.Y-F., A.R.R.), Center for Clinical and Translational Research, Seattle, Washington, USA; University of Washington School of Medicine (A.S.), Department of Pediatrics, Seattle, Washington, USA; University of Washington (A.S., K.M.F., M.B.O., A.R.R.), Cambia Palliative Care Center of Excellence, Seattle, Washington, USA; MACC Fund Center for Cancer and Blood Disorders (A.S.), Department of Pediatrics, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Miranda C Bradford
- Core for Biostatistics (M.C.B.), Epidemiology, and Analytics in Research, Seattle Children's Research Institute, Seattle, Washington, USA
| | - Alison O'Daffer
- Seattle Children's Research Institute (A.S., A.O., K.M.F., M.B.O., J.P.Y-F., A.R.R.), Center for Clinical and Translational Research, Seattle, Washington, USA
| | - Kaitlyn M Fladeboe
- Seattle Children's Research Institute (A.S., A.O., K.M.F., M.B.O., J.P.Y-F., A.R.R.), Center for Clinical and Translational Research, Seattle, Washington, USA; University of Washington (A.S., K.M.F., M.B.O., A.R.R.), Cambia Palliative Care Center of Excellence, Seattle, Washington, USA
| | - Maeve B O'Donnell
- Seattle Children's Research Institute (A.S., A.O., K.M.F., M.B.O., J.P.Y-F., A.R.R.), Center for Clinical and Translational Research, Seattle, Washington, USA; University of Washington (A.S., K.M.F., M.B.O., A.R.R.), Cambia Palliative Care Center of Excellence, Seattle, Washington, USA
| | - Samantha Scott
- Department of Psychology (S.S.), University of Denver, Denver, Colorado, USA
| | - Joyce P Yi-Frazier
- Seattle Children's Research Institute (A.S., A.O., K.M.F., M.B.O., J.P.Y-F., A.R.R.), Center for Clinical and Translational Research, Seattle, Washington, USA
| | - Abby R Rosenberg
- Seattle Children's Hospital (A.S.), Cancer and Blood Disorders Center, Seattle, Washington, USA; Seattle Children's Research Institute (A.S., A.O., K.M.F., M.B.O., J.P.Y-F., A.R.R.), Center for Clinical and Translational Research, Seattle, Washington, USA; University of Washington School of Medicine (A.S.), Department of Pediatrics, Seattle, Washington, USA; University of Washington (A.S., K.M.F., M.B.O., A.R.R.), Cambia Palliative Care Center of Excellence, Seattle, Washington, USA.
| |
Collapse
|
27
|
Rheel E, Heathcote LC, van der Werff Ten Bosch J, Schulte F, Pate JW. Pain science education for children living with and beyond cancer: Challenges and research agenda. Pediatr Blood Cancer 2022; 69:e29783. [PMID: 35593047 DOI: 10.1002/pbc.29783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 04/27/2022] [Accepted: 04/28/2022] [Indexed: 11/05/2022]
Abstract
Pain in children living with and beyond cancer is understudied and undertreated. Pain science education (PSE) is a conceptual change strategy facilitating patients' understanding of the biopsychosocial aspects of pain. Preliminary studies on the adaptation of PSE interventions to adults with and beyond cancer provide a foundation for pediatric research. PSE could help childhood cancer survivors experiencing persistent pain and pain-related worry after active treatment. PSE may also help children receiving cancer treatment, providing them with a foundation of adaptive pain beliefs and cognitions, and preparing them for procedural and treatment-related pain. We direct this paper toward pediatric oncology clinicians, policy makers, and researchers working with children living with and beyond cancer. We aim to (a) identify challenges in adapting PSE for children living with and beyond cancer, (b) offer possible solutions, and (c) propose research questions to guide the implementation of PSE for children living with and beyond cancer.
Collapse
Affiliation(s)
- Emma Rheel
- Pain in Motion research group (PAIN), Department of Physiotherapy, Human Physiology and Anatomy, Faculty of Physical Education and Physiotherapy, Vrije Universiteit Brussel, Brussels, Belgium.,Department of Experimental-Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Lauren C Heathcote
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | | | - Fiona Schulte
- Department of Oncology, Division of Psychosocial Oncology, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Hematology, Oncology and Transplant Program, Alberta Children's Hospital, Calgary, Alberta, Canada
| | - Joshua W Pate
- Graduate School of Health, University of Technology Sydney, Sydney, New South Wales, Australia
| |
Collapse
|
28
|
Partanen M, Alberts NM, Conklin HM, Krull KR, Pui CH, Anghelescu DA, Jacola LM. Neuropathic pain and neurocognitive functioning in children treated for acute lymphoblastic leukemia. Pain 2022; 163:1070-1077. [PMID: 34813516 PMCID: PMC8948096 DOI: 10.1097/j.pain.0000000000002485] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 09/08/2021] [Indexed: 11/27/2022]
Abstract
ABSTRACT Children with acute lymphoblastic leukemia (ALL) often experience treatment-related neurocognitive deficits and significant pain. Pain may exacerbate these cognitive impairments. This study examined neuropathic pain and neurocognitive outcomes in survivors of childhood ALL treated with contemporary therapy on a clinical trial (NCT00137111). There were 345 survivors (45% female, M = 6.9 years at diagnosis) who completed neurocognitive assessments including measures of sustained attention, learning and memory, and parent ratings of attention during at least one of 4 time points: on-therapy (Induction and Reinduction), end of therapy, and 2 years post-therapy. At-risk performance was defined as a score at least 1SD below the age-adjusted mean. Data on neuropathic pain (events, duration, and severity according NCI Common Toxicity Criteria) and pharmacologic pain management (opioids and gabapentin) were ascertained. Results showed that 135 survivors (39%) experienced neuropathic pain during treatment. Compared with those without pain, survivors with pain had greater memory impairments at end of therapy (California Verbal Learning Test [CVLT]-Total, 24% vs 12%, P = 0.046). Within the pain group, survivors who experienced a greater number of pain events (CVLT-Total = -0.88, P = 0.023) and those who were treated with opioids (versus gabapentin) had poorer learning and memory performance (CVLT-Total = -0.73, P = 0.011; Short Delay = -0.57, P = 0.024; Long Delay = -0.62, P = 0.012; and Learning Slope = -0.45, P = 0.042) across time points. These are considered medium-to-large effects (SD = 0.45-0.88). Neuropathic pain may be a risk factor for learning problems after therapy completion, and treatment for pain with opioids may also adversely affect neurocognitive performance. Therefore, patients who experience pain may require closer monitoring and additional intervention for neurocognitive impairment.
Collapse
Affiliation(s)
- Marita Partanen
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | | | | | | | | | | | | |
Collapse
|
29
|
Cr V, Das G, Seth R, Sapra S, Sri P, Meena JP, Gupta AK, Sreenivas V. Neurocognitive outcomes in survivors of childhood acute lymphoblastic leukemia: Experience from a tertiary care center in India. Pediatr Blood Cancer 2022; 69:e29688. [PMID: 35403813 DOI: 10.1002/pbc.29688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 03/07/2022] [Accepted: 03/08/2022] [Indexed: 11/11/2022]
Abstract
BACKGROUND Data of neurocognitive deficits in survivors of acute lymphoblastic leukemia (ALL) is scarce from low middle-income countries (LMICs), and is influenced by biological and cultural variations. The objective of this study was to assess the prevalence and spectrum of neurocognitive deficits in a cohort of survivors from India. PROCEDURE Seventy survivors of childhood ALL were evaluated for neurocognitive deficits by the Indian adaptation of Wechsler Intelligence Scale for Children - Fourth Edition (WISC-IVINDIA ). The prevalence of neurocognitive deficits was calculated based on the full-scale intelligence quotient (FSIQ), and scores in discrete domains like verbal comprehension, perceptual reasoning, working memory, and processing speed were calculated and compared to demographics, treatment, and sociocultural factors. RESULTS The mean (SD) current age and time since diagnosis was 10.5 (±3.2) years and 5 (±2.8) years, respectively. The mean FSIQ was 86.1 ± 20.5, with significant neurocognitive deficit (FSIQ <90) being prevalent in 50% (95% CI: 38%-62%) of the cohort. The proportion of survivors with deficits in individual domains of verbal comprehension, perceptual reasoning, working memory, and processing speed were 49%, 50%, 47%, and 44%, respectively. The odds of having neurocognitive deficits were higher when a child belonged to lower socioeconomic strata (OR 5.7, p = .004), parents with lower education attainment (OR 4.3, p = .041), and whose birth order was higher (OR 20.1, p = .005). Age at diagnosis/assessment, chemotherapy received, or dose of radiotherapy did not have a direct impact on neurocognition. CONCLUSIONS AND RELEVANCE Rates of neurocognitive deficits are higher in survivors in LMICs, with socioeconomic variables contributing more than the direct neurotoxic effects of treatment.
Collapse
Affiliation(s)
- Vishwa Cr
- Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Gargi Das
- Division of Pediatric Oncology, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Rachna Seth
- Division of Pediatric Oncology, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Savita Sapra
- Division of Child Psychology, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Prasanth Sri
- Division of Pediatric Oncology, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Jagdish Prasad Meena
- Division of Pediatric Oncology, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Aditya Kumar Gupta
- Division of Pediatric Oncology, Department of Pediatrics, All India Institute of Medical Sciences, New Delhi, India
| | - Vishnu Sreenivas
- Department of Biostatistics, All India Institute of Medical Sciences, New Delhi, India
| |
Collapse
|
30
|
Tonorezos ES, Cohn RJ, Glaser AW, Lewin J, Poon E, Wakefield CE, Oeffinger KC. Long-term care for people treated for cancer during childhood and adolescence. Lancet 2022; 399:1561-1572. [PMID: 35430023 PMCID: PMC9082556 DOI: 10.1016/s0140-6736(22)00460-3] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 01/31/2022] [Accepted: 03/03/2022] [Indexed: 12/25/2022]
Abstract
Worldwide advances in treatment and supportive care for children and adolescents with cancer have resulted in a increasing population of survivors growing into adulthood. Yet, this population is at very high risk of late occurring health problems, including significant morbidity and early mortality. Unique barriers to high-quality care for this group include knowledge gaps among both providers and survivors as well as fragmented health-care delivery during the transition from paediatric to adult care settings. Survivors of childhood and adolescent cancer are at risk for a range of late-occuring side-effects from treatment, including cardiac, endocrine, pulmonary, fertility, renal, psychological, cognitive, and socio-developmental impairments. Care coordination and transition to adult care are substantial challenges, but can be empowering for survivors and improve outcomes, and could be facilitated by clear, effective communication and support for self-management. Resources for adult clinical care teams and primary care providers include late-effects surveillance guidelines and web-based support services.
Collapse
Affiliation(s)
- Emily S Tonorezos
- Office of Cancer Survivorship, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA.
| | - Richard J Cohn
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia; School of Women's and Children's Health, UNSW Medicine, UNSW Sydney, Kensington, NSW, Australia
| | - Adam W Glaser
- Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Jeremy Lewin
- ONTrac at Peter Mac Victorian Adolscent and Young Adult Cancer Service, Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Eileen Poon
- Division of Medical Oncology, National Cancer Centre, Singapore
| | - Claire E Wakefield
- Kids Cancer Centre, Sydney Children's Hospital, Randwick, NSW, Australia; School of Women's and Children's Health, UNSW Medicine, UNSW Sydney, Kensington, NSW, Australia
| | | |
Collapse
|
31
|
Chen P, Hudson MM, Li M, Huang IC. Health utilities in pediatric cancer patients and survivors: a systematic review and meta-analysis for clinical implementation. Qual Life Res 2022; 31:343-374. [PMID: 34224073 DOI: 10.1007/s11136-021-02931-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/25/2021] [Indexed: 11/27/2022]
Abstract
PURPOSE Health utility (HU) is a useful metric for evaluating cost and utility of cancer therapies or prioritizing healthcare resources. We conducted a meta-analysis to compare HUs in association with clinical parameters and identify missing cancer-related themes from the extant HU measures for pediatric cancer patients and survivors. METHODS Studies published in the PubMed, Embase, Web of Science, and Cochrane Library were identified. Meta-analyses were performed to estimate weighted means of HUs assessed by self- and proxy-responses. Mixed-effects meta-regressions were applied to compare HUs between cancer patients/survivors and general populations. Missing themes in the extant measures were identified based on established patient-reported outcomes frameworks. RESULTS Of 123 selected studies included pediatric cancer populations, 44% used the Health Utilities Index version 2 (HUI2), and 48% used version 3 (HUI3). Compared to general populations, cancer patients undergoing therapies for acute lymphoblastic leukemia (ALL) had 0.129 (95% CI - 0.183 to - 0.075) and brain tumor had 0.257 (95% CI - 0.354 to - 0.160) lower HUs per proxy-reported HUI3, whereas survivors of ALL had 0.028 (95% CI - 0.062 to 0.007) and brain tumor had 0.188 (95% CI - 0.237 to - 0.140) lower HUs per proxy-reported HUI3. Compared to general populations, cancer patients treated with multimodality therapy and survivors off therapy 2-5 years had significantly poorer HUs (p's < 0.05). Missing cancer-specific contents from the HU measures were identified. CONCLUSION Pediatric cancer patients and survivors had poorer HUs than general populations. It is important to select appropriate HUs for economic evaluations, and offer interventions to minimize HU deficits for particular cancer populations.
Collapse
Affiliation(s)
- Pingyu Chen
- Department of Health Economics, China Pharmaceutical University, Nanjing, China
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center, 881 Madison Avenue, Room 219, Memphis, TN, 38103, USA
| | - Melissa M Hudson
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Minghui Li
- Department of Clinical Pharmacy and Translational Science, University of Tennessee Health Science Center, 881 Madison Avenue, Room 219, Memphis, TN, 38103, USA.
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS 735, Room S6027, Memphis, TN, 38105, USA.
| |
Collapse
|
32
|
Hong HC, Min A, Kim YM. A systematic review and pooled prevalence of symptoms among childhood and adolescent and young adult cancer survivors. J Clin Nurs 2022; 32:1768-1794. [PMID: 35014094 DOI: 10.1111/jocn.16201] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 11/24/2021] [Accepted: 12/20/2021] [Indexed: 01/15/2023]
Abstract
AIMS AND OBJECTIVES To systematically review the existing literature reporting symptoms in childhood and adolescent and young adult cancer survivors and to meta-analyse the pooled prevalence of symptoms. BACKGROUND Cancer survivors experience various symptoms caused by cancer treatments and their late effects. These symptoms are associated with adverse health outcomes. However, estimates of symptom prevalence vary largely, and no comprehensive review of symptoms has been conducted for childhood and adolescent and young adult cancer survivors. DESIGN A systematic review. METHODS This systematic review is registered in PROSPERO registry and was performed following the PRISMA guidelines. PubMed, EMBASE, Cochrane Library, Web of Science, Scopus and CINAHL were searched up to July 2021. Three investigators assessed the eligibility of studies, extracted data and performed quality assessment. The pooled prevalence of symptoms was calculated using a random-effect model. Subgroup analysis was conducted to identify heterogeneity. RESULTS Sixty-one studies were used to synthesise symptom prevalence, involving 114,184 participants. There were 24 physical symptoms and 10 psychological symptoms reported in two or more studies. The most studied physical symptoms were fatigue and sleep disturbance, and the most studied psychological symptoms were anxiety and depression. Among physical symptoms, drowsiness had the highest prevalence, followed by dry mouth and fatigue. Among psychological symptoms, worry and nervousness had the highest prevalence, followed by difficulty concentrating. CONCLUSIONS Physical and psychological symptoms are common in the target population. This review provides an up-to-date overview of symptom prevalence, identifying areas for future research. RELEVANCE TO CLINICAL PRACTICE Education about possible symptoms related to cancer and its treatment should be given while in treatment. Symptoms should also be monitored throughout the survivorship period. Nurses have a critical role in identifying and making referrals for psychological symptoms as well as promoting preventative strategies that enhance well-being.
Collapse
Affiliation(s)
- Hye Chong Hong
- Department of Nursing, Chung-Ang University, Seoul, Korea
| | - Ari Min
- Department of Nursing, Chung-Ang University, Seoul, Korea
| | - Young Man Kim
- College of Nursing ∙ Research Institute of Nursing Science, Jeonbuk National University, Jeonju-si, Korea
| |
Collapse
|
33
|
Goodenough CG, Diouf B, Yang W, Sapkota Y, Finch ER, Lu L, Partin RE, Wogksch MD, Hudson MM, Robison LL, Wang Z, Jeha S, Evans WE, Ness KK. Association between CEP72 genotype and persistent neuropathy in survivors of childhood acute lymphoblastic leukemia. Leukemia 2022; 36:1160-1163. [PMID: 34980876 PMCID: PMC8983435 DOI: 10.1038/s41375-021-01484-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 11/11/2021] [Accepted: 11/17/2021] [Indexed: 11/13/2022]
Affiliation(s)
- Chelsea G Goodenough
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Barthelemy Diouf
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Wenjian Yang
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Yadav Sapkota
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Emily R Finch
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Lu Lu
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Robyn E Partin
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Matthew D Wogksch
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Sima Jeha
- Department of Global and Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - William E Evans
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
| |
Collapse
|
34
|
Lu Z, Sim JA, Wang JX, Forrest CB, Krull KR, Srivastava D, Hudson MM, Robison LL, Baker JN, Huang IC. Natural Language Processing and Machine Learning Methods to Characterize Unstructured Patient-Reported Outcomes: Validation Study. J Med Internet Res 2021; 23:e26777. [PMID: 34730546 PMCID: PMC8600437 DOI: 10.2196/26777] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 03/20/2021] [Accepted: 08/12/2021] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Assessing patient-reported outcomes (PROs) through interviews or conversations during clinical encounters provides insightful information about survivorship. OBJECTIVE This study aims to test the validity of natural language processing (NLP) and machine learning (ML) algorithms in identifying different attributes of pain interference and fatigue symptoms experienced by child and adolescent survivors of cancer versus the judgment by PRO content experts as the gold standard to validate NLP/ML algorithms. METHODS This cross-sectional study focused on child and adolescent survivors of cancer, aged 8 to 17 years, and caregivers, from whom 391 meaning units in the pain interference domain and 423 in the fatigue domain were generated for analyses. Data were collected from the After Completion of Therapy Clinic at St. Jude Children's Research Hospital. Experienced pain interference and fatigue symptoms were reported through in-depth interviews. After verbatim transcription, analyzable sentences (ie, meaning units) were semantically labeled by 2 content experts for each attribute (physical, cognitive, social, or unclassified). Two NLP/ML methods were used to extract and validate the semantic features: bidirectional encoder representations from transformers (BERT) and Word2vec plus one of the ML methods, the support vector machine or extreme gradient boosting. Receiver operating characteristic and precision-recall curves were used to evaluate the accuracy and validity of the NLP/ML methods. RESULTS Compared with Word2vec/support vector machine and Word2vec/extreme gradient boosting, BERT demonstrated higher accuracy in both symptom domains, with 0.931 (95% CI 0.905-0.957) and 0.916 (95% CI 0.887-0.941) for problems with cognitive and social attributes on pain interference, respectively, and 0.929 (95% CI 0.903-0.953) and 0.917 (95% CI 0.891-0.943) for problems with cognitive and social attributes on fatigue, respectively. In addition, BERT yielded superior areas under the receiver operating characteristic curve for cognitive attributes on pain interference and fatigue domains (0.923, 95% CI 0.879-0.997; 0.948, 95% CI 0.922-0.979) and superior areas under the precision-recall curve for cognitive attributes on pain interference and fatigue domains (0.818, 95% CI 0.735-0.917; 0.855, 95% CI 0.791-0.930). CONCLUSIONS The BERT method performed better than the other methods. As an alternative to using standard PRO surveys, collecting unstructured PROs via interviews or conversations during clinical encounters and applying NLP/ML methods can facilitate PRO assessment in child and adolescent cancer survivors.
Collapse
Affiliation(s)
- Zhaohua Lu
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Jin-Ah Sim
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States
- School of AI Convergence, Hallym University, Chuncheon, Republic of Korea
| | - Jade X Wang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Christopher B Forrest
- Roberts Center for Pediatric Research, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Deokumar Srivastava
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Melissa M Hudson
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Justin N Baker
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States
| |
Collapse
|
35
|
Hayek S, Dhaduk R, Sapkota Y, Evans WE, Diouf B, Bjornard K, Wilson CL, Hudson MM, Robison LL, Khan RB, Srivastava DK, Krull KR, Ness KK. Concordance between Self-reported Symptoms and Clinically Ascertained Peripheral Neuropathy among Childhood Cancer Survivors: the St. Jude Lifetime Cohort Study. Cancer Epidemiol Biomarkers Prev 2021; 30:2256-2267. [PMID: 34583966 DOI: 10.1158/1055-9965.epi-21-0644] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/30/2021] [Accepted: 09/13/2021] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Childhood cancer survivors are at elevated risk for motor and/or sensory neuropathy. The study aims to evaluate the concordance between self-report peripheral neuropathy compared with clinically ascertained peripheral neuropathy, and to identify factors associated with misclassification of peripheral neuropathy among survivors. METHODS The concordance between self-report and clinically ascertained peripheral neuropathy was evaluated among 2,933 5+ years old childhood cancer survivors (mean age 33.3, SD = 8.9). The sensitivity, specificity, and accuracy of self-report peripheral motor neuropathy (PMN) and peripheral sensory neuropathy (PSN) were calculated with reference to clinically assessed peripheral neuropathy. RESULTS Female survivors were more likely than male survivors to have clinically ascertained PMN (8.4% vs. 5.6%, P = 0.004). For females, having either PSN or PMN the most sensitive, specific, and accurate self-reported symptom was endorsing ≥2 symptoms on the self-report questionnaire (43.2%, 90.3%, and 85.2%, respectively), with kappa of 0.304. For males, having either PSN or PMN the most sensitive, specific, and accurate self-reported symptom was endorsing ≥2 symptoms on the self-report questionnaire (38.8%, 90.5%, and 86.3%, respectively) with kappa of 0.242. Age at diagnosis, emotional distress, and reporting pain in legs in the past 4 weeks were associated with an increased risk for false-positive reporting of peripheral neuropathy. Race (White), age at assessment, and emotional distress were associated with increased risk for false-negative reporting of peripheral neuropathy. CONCLUSIONS Agreement between self-report and clinically ascertained peripheral neuropathy was poor in survivors. Choosing self-report versus clinical ascertained peripheral neuropathy should be carefully considered. IMPACT The current study identifies the need for a self-report questionnaire that accurately assesses symptoms of peripheral neuropathy among cancer survivors.
Collapse
Affiliation(s)
- Samah Hayek
- Clalit Research Institute, Clalit Health Services, Ramat-Gan, Israel
| | - Rikeenkumar Dhaduk
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Yadav Sapkota
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - William E Evans
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Barthelemy Diouf
- Department of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Kari Bjornard
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Carmen L Wilson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Raja B Khan
- Division of Neurology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Deo Kumar Srivastava
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.
| |
Collapse
|
36
|
Hong HC, Min A, Choi S. Living with the Late Effects of Childhood Cancer Treatment: A Descriptive Qualitative Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:8392. [PMID: 34444141 PMCID: PMC8393717 DOI: 10.3390/ijerph18168392] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 08/05/2021] [Accepted: 08/06/2021] [Indexed: 11/16/2022]
Abstract
Long-term childhood cancer survivors (CCS) may experience physical, social, and emotional struggles posttreatment. Our aim was to explore the experiences of CCS dealing with the late effects of cancer treatment from their own perspectives. This study employed a qualitative descriptive design to explore and describe the experience of dealing with late effects among CCS. Semi-structured interviews were conducted with 15 CCS in Korea. Participants were selected by purposive and snowball sampling and individually interviewed during the period from September to November 2020. Conventional content analysis was used to analyze data and identify themes. Two main themes and seven subthemes emerged. The two main themes were: "Things I encountered while crossing a bridge" and "Living as a survivor". The participants reported both positive and negative experiences with dealing with the late effects of cancer treatment. The main themes indicated that late effects exert significant impacts on the lives of CCS in both positive and negative ways. Healthcare providers and researchers should pay attention to early intervention needs of CCS and their support systems to strengthen their positive experiences in dealing with late effects during their survivorships.
Collapse
Affiliation(s)
- Hye Chong Hong
- Department of Nursing, Chung-Ang University, Seoul 06974, Korea; (H.C.H.); (A.M.)
| | - Ari Min
- Department of Nursing, Chung-Ang University, Seoul 06974, Korea; (H.C.H.); (A.M.)
| | - Sungkyoung Choi
- Department of Nursing, Gwangju University, Gwangju 61743, Korea
| |
Collapse
|
37
|
Hong HC, Kim YM, Min A. Factors influencing quality of life among childhood cancer survivors in Korea: A quantile regression approach. Res Nurs Health 2021; 45:108-122. [PMID: 34322889 DOI: 10.1002/nur.22170] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 06/13/2021] [Accepted: 07/02/2021] [Indexed: 12/20/2022]
Abstract
Cancer treatment in childhood may negatively affect survivors' quality of life. In this study, we aimed to determine the contributing factors for health-related quality of life (HRQOL) in survivors of childhood cancer in Korea using quantile regression analysis. This study was a secondary analysis. Data were collected from 130 childhood cancer survivors (CCS) from November 2018 to July 2019. Participants completed the Memorial Symptom Assessment Scale, Depression Anxiety Stress Scale, Health-Promoting Lifestyle Profile-II, and 36-Item Short Form Health Survey (physical component summary [PCS] and mental component summary [MCS]). Quantile and multiple linear regressions were used to analyze the factors contributing to HRQOL. The quantile and linear regression models revealed different results on the contributing factors to HRQOL in CCS. Mean PCS and MCS scores were 78.55 (SD = 15.08) and 64.02 (SD = 18.00), respectively. Symptoms (e.g., difficulty concentrating, worrying, pain, and lack of energy), physical activity, spiritual growth, interpersonal relationships, stress management, depression, and anxiety were significant influencing factors in some PCS quantiles, while symptoms, spiritual growth, interpersonal relationships, depression, and stress were significant influencing factors in some MCS quantiles. The findings of this study showed specific contributing factors in CCS with different levels of HRQOL. There is a need for targeted interventions related to risk reduction and stratification for CCS with different HRQOL levels. Symptom management strategies, early detection programs for CCS with psychological distress, and clinical and counseling interventions for CCS with poor HRQOL need to be developed.
Collapse
Affiliation(s)
- Hye Chong Hong
- Department of Nursing, Chung-Ang University, Seoul, South Korea
| | - Young Man Kim
- College of Nursing, Research Institute of Nursing Science, Jeonbuk National University, Jeonju, Jeollabuk-do, South Korea
| | - Ari Min
- Department of Nursing, Chung-Ang University, Seoul, South Korea
| |
Collapse
|
38
|
Williamson Lewis R, Effinger KE, Wasilewski-Masker K, Mertens A, Xiao C. Self-reported late effect symptom clusters among young pediatric cancer survivors. Support Care Cancer 2021; 29:8077-8087. [PMID: 34228172 DOI: 10.1007/s00520-021-06332-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 06/02/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE Most survivors of childhood cancer experience subsequent chronic conditions but little is known about concurrent symptoms. This study seeks to identify late effect symptom clusters among young pediatric cancer survivors. METHODS Survivors ≥ 18 or parents of survivors < 18 years enrolled in an institutional cohort study indicated (yes/no) if they experienced certain symptoms after treatment. The sample was randomly divided in half for exploratory factor analyses to identify symptom clusters followed by confirmatory factor analyses. Symptoms with ≥ 10% prevalence were included. Cluster structure generalizability across subgroups was examined using congruence coefficients. RESULTS The sample included 579 survivors (74% non-Hispanic white, 45% leukemia, 12.8 ± 4.5 years at survey, 5.9 ± 3.5 years since therapy). Respondents averaged three symptoms. Three clusters were identified: (1) gastrointestinal: abdominal pain, diarrhea, constipation, nausea, vomiting (Cronbach's α = 0.74); (2) psychological: depression, anxiety, memory problems, anger management problems, sleep problems (α = 0.71); and (3) neurologic: problems walking, numbness/tingling, fatigue, back pain, chronic pain, weakness/inability to move legs (α = 0.71). Confirmatory factor analysis confirmed the three-cluster structure (standardized root mean square residual: 0.09; parsimonious goodness of fit: 0.96; Bentler-Bonett normed fit index: 0.95). The gastrointestinal and psychological clusters were generalizable across most subgroups while the neurologic cluster varied across age and race/ethnicity subgroups. CONCLUSION Three distinct late effect symptom clusters were identified in young childhood cancer survivors with gastrointestinal and psychological clusters remaining relatively stable across subgroups. Future studies should focus on the characteristics of patients who experience these symptoms, especially those with high symptom burden, and the synergistic impact on quality of life.
Collapse
Affiliation(s)
- Rebecca Williamson Lewis
- Aflac Cancer and Blood Disorders Center At Children's Healthcare of Atlanta, 2015 Uppergate Dr, 4thFloor, Atlanta, GA, 30322, USA.
| | - Karen E Effinger
- Aflac Cancer and Blood Disorders Center At Children's Healthcare of Atlanta, 2015 Uppergate Dr, 4thFloor, Atlanta, GA, 30322, USA
- Department of Pediatrics, Emory University, Atlanta, GA, USA
| | - Karen Wasilewski-Masker
- Aflac Cancer and Blood Disorders Center At Children's Healthcare of Atlanta, 2015 Uppergate Dr, 4thFloor, Atlanta, GA, 30322, USA
- Department of Pediatrics, Emory University, Atlanta, GA, USA
| | - Ann Mertens
- Aflac Cancer and Blood Disorders Center At Children's Healthcare of Atlanta, 2015 Uppergate Dr, 4thFloor, Atlanta, GA, 30322, USA
- Department of Pediatrics, Emory University, Atlanta, GA, USA
| | - Canhua Xiao
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USA
| |
Collapse
|
39
|
Hong HC, Min A, Kim YM. The effectiveness of digital self-management interventions on health outcomes among childhood cancer survivors: A systematic review and meta-analysis. J Adv Nurs 2021; 77:4387-4399. [PMID: 34129263 DOI: 10.1111/jan.14925] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 03/28/2021] [Accepted: 05/24/2021] [Indexed: 01/21/2023]
Abstract
AIMS The study aimed to review the evidence about existing digital interventions for childhood cancer survivors and examine their effectiveness on health outcomes. DESIGN Systematic review and meta-analysis. DATA SOURCES PUBMED, EMBASE, Cochrane, CINAHL, Web of Science, PsycArticles, SCOPUS and PQDT Global databases were searched, and the date last searched was 16 September 2019. REVIEW METHODS This systematic review followed PRISMA guidelines. Randomized and nonrandomized controlled trials, as well as before-and-after studies, were included. The main outcomes were health-related quality of life and moderate-to-vigorous physical activity. Two authors independently reviewed included studies and assessed methodological quality. Meta-analysis was conducted using statistical software STATA 16.0. RESULTS Out of the eight eligible studies, four were included in the meta-analysis. The digital self-management interventions were not effective on health-related quality of life and moderate-to-vigorous physical activity. Additionally, the digital self-management interventions increased the moderate-to-vigorous physical activity over time but was not statistically significant. CONCLUSIONS There is insufficient evidence on the effectiveness of digital self-management interventions in improving health outcomes among childhood cancer survivors. Future randomized controlled trials should be conducted from multiple locations and should include objective measures and means to encourage interaction with health care providers. IMPACT Digital interventions are increasingly implemented to improve health outcomes among childhood cancer survivors, but their results are inconsistent. Well-designed digital interventions may be beneficial for this population over time. The recommendations proposed in the current review may be useful for developing digital interventions and designing related studies in the future, thereby reducing late effects and improving healthy behaviours among this population.
Collapse
Affiliation(s)
- Hye Chong Hong
- Department of Nursing, Chung-Ang University, Seoul, South Korea
| | - Ari Min
- Department of Nursing, Chung-Ang University, Seoul, South Korea
| | - Young Man Kim
- College of Nursing, Research Institute of Nursing Science, Jeonbuk National University, Jeonju, South Korea
| |
Collapse
|
40
|
van Erp LME, Maurice-Stam H, Kremer LCM, Tissing WJE, van der Pal HJH, de Vries ACH, van den Heuvel-Eibrink MM, Versluys BAB, Loonen JJ, Bresters D, Louwerens M, van der Heiden-van der Loo M, van den Berg MH, Ronckers CM, van der Kooi ALLF, van Gorp M, van Dulmen-den Broeder E, Grootenhuis MA. Health-related quality of life in Dutch adult survivors of childhood cancer: A nation-wide cohort study. Eur J Cancer 2021; 152:204-214. [PMID: 34119924 DOI: 10.1016/j.ejca.2021.04.033] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 04/20/2021] [Accepted: 04/30/2021] [Indexed: 01/16/2023]
Abstract
AIM To investigate the health-related quality of life (HRQOL) of Dutch adult childhood cancer survivors (CCS) and to identify risk factors of impaired HRQOL. METHODS Adult CCS (age >18, diagnosed <18, ≥5 years since diagnosis) from the Dutch LATER registry completed the Medical Outcome Study Short Form 36 (SF-36) to measure HRQOL and provided sociodemographic characteristics. Age-adjusted mean SF-36 scale scores of CCS were compared to the Dutch general population for men and women separately using t-tests, with effect size d. Multivariate logistic regression models were built to identify sociodemographic and cancer-related risk factors for impaired physical and mental HRQOL. RESULTS Both male and female CCS (N = 2301, mean age = 35.4 years, 49.6% female) reported significantly (p ≤ .005) worse HRQOL than the general population on almost all scales of the SF-36 (-.11 ≤ d ≤ -.56). Largest differences were found on vitality and general health perceptions. Significant risk factors (p ≤ .05) for impaired physical HRQOL were female sex, older age at diagnosis, not having a partner, low educational attainment, disease recurrence and exposure to radiotherapy, specifically to lower extremity radiation. Odds ratios (ORs) ranged from 1.6 to 3.7. Significant risk factors for impaired mental HRQOL were age 26-35 years, male sex, not having a partner and low educational attainment. ORs ranged from 1.3 to 2.0. CONCLUSION Adult CCS had worse HRQOL than the general population. CCS most at risk were those with low educational attainment and without a partner. Adult CCS could benefit from routine surveillance of their HRQOL. Special attention for CCS' vitality and health perceptions and beliefs is warranted.
Collapse
Affiliation(s)
- L M E van Erp
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - H Maurice-Stam
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands.
| | - L C M Kremer
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - W J E Tissing
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Beatrix Children's Hospital/University of Groningen/University Medical Center Groningen, Groningen, the Netherlands
| | - H J H van der Pal
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - A C H de Vries
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Sophia Children's Hospital/Erasmus Medical Center, Rotterdam, the Netherlands
| | - M M van den Heuvel-Eibrink
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Sophia Children's Hospital/Erasmus Medical Center, Rotterdam, the Netherlands
| | - B A B Versluys
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, the Netherlands
| | - J J Loonen
- Radboud University Medical Center, Nijmegen, the Netherlands
| | - D Bresters
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Leiden University Medical Center, Leiden, the Netherlands
| | - M Louwerens
- Leiden University Medical Center, Leiden, the Netherlands
| | | | - M H van den Berg
- Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Paediatrics, Amsterdam, the Netherlands
| | - C M Ronckers
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Brandenburg Medical School, Institute of Biostatistics and Registry Research, Neuruppin, Germany
| | - A L L F van der Kooi
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Erasmus MC, University Medical Centre, Rotterdam, Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology
| | - M van Gorp
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - E van Dulmen-den Broeder
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands; Amsterdam UMC/location VUmc, Amsterdam, the Netherlands
| | - M A Grootenhuis
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| |
Collapse
|
41
|
Olsson IT, Alberts NM, Li C, Ehrhardt MJ, Mulrooney DA, Liu W, Pappo AS, Bishop MW, Anghelescu DL, Srivastava D, Robison LL, Hudson MM, Ness KK, Krull KR, Brinkman TM. Pain and functional outcomes in adult survivors of childhood cancer: A report from the St. Jude Lifetime Cohort study. Cancer 2021; 127:1679-1689. [PMID: 33369896 PMCID: PMC8281361 DOI: 10.1002/cncr.33303] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 10/01/2020] [Accepted: 10/04/2020] [Indexed: 01/22/2023]
Abstract
BACKGROUND Although survivors of childhood cancer are at risk of chronic pain, the impact of pain on daily functioning is not well understood. METHODS A total of 2836 survivors (mean age, 32.2 years [SD, 8.5 years]; mean time since diagnosis, 23.7 years [SD, 8.2 years]) and 343 noncancer community controls (mean age, 35.5 years [SD, 10.2 years]) underwent comprehensive medical, neurocognitive, and physical performance assessments, and completed measures of pain, health-related quality of life (HRQOL), and social functioning. Multinomial logistic regression models, using odds ratios and 95% confidence intervals (95% CIs), examined associations between diagnosis, treatment exposures, chronic health conditions, and pain. Relative risks (RRs) between pain and neurocognition, physical performance, social functioning, and HRQOL were examined using modified Poisson regression. RESULTS Approximately 18% of survivors (95% CI, 16.1%-18.9%) versus 8% of controls (95% CI, 5.0%-10.9%) reported moderate to very severe pain with moderate to extreme daily interference (P < .001). Severe and life-threatening chronic health conditions were associated with an increased likelihood of pain with interference (odds ratio, 2.03; 95% CI, 1.62-2.54). Pain with daily interference was found to be associated with an increased risk of impaired neurocognition (attention: RR, 1.88 [95% CI, 1.46-2.41]; and memory: RR, 1.65 [95% CI, 1.25-2.17]), physical functioning (aerobic capacity: RR, 2.29 [95% CI, 1.84-2.84]; and mobility: RR, 1.71 [95% CI, 1.42-2.06]), social functioning (inability to hold a job and/or attend school: RR, 4.46 [95% CI, 3.45-5.76]; and assistance with routine and/or personal care needs: RR, 5.64 [95% CI, 3.92-8.10]), and HRQOL (physical: RR, 6.34 [95% CI, 5.04-7.98]; and emotional: RR, 2.83 [95% CI, 2.28-3.50]). CONCLUSIONS Survivors of childhood cancer are at risk of pain and associated functional impairments. Survivors should be screened routinely for pain and interventions targeting pain interference are needed.
Collapse
Affiliation(s)
- Ingrid Tonning Olsson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Nicole M. Alberts
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Chenghong Li
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Matthew J. Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Daniel A. Mulrooney
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Wei Liu
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Alberto S. Pappo
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Michael W. Bishop
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Doralina L. Anghelescu
- Department of Pediatric Medicine, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Deokumar Srivastava
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kevin R. Krull
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Tara M. Brinkman
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Psychology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| |
Collapse
|
42
|
Pépin AJ, Lippé S, Drouin S, Krajinovic M, Laverdière C, Michon B, Robaey P, Rondeau É, Sinnett D, Sultan S. Screening for distress in pediatric cancer survivors: A systematic comparison of one-step and two-step strategies to minimize detection errors. J Psychosoc Oncol 2021; 40:441-456. [PMID: 33939599 DOI: 10.1080/07347332.2021.1906377] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND Childhood cancer survivors should be routinely screened for psychological distress. However, existing screening tools promoted by cancer care institutions, such as the Distress Thermometer (DT) generate high rates of errors. The aim of this study is to help refining strategies of screening psychological distress in this population by exploring two-step methods combining the DT on step #1 with one question on step #2. PROCEDURE Data from 255 survivors of childhood acute lymphoblastic leukemia aged 13-40 years were analyzed (38% 13-18 years, 62% 19+ years, 53% females). We used the DT on step #1 and the individual emotion items from the Pediatric Quality of Life Questionnaire (PedsQL) on step #2, to detect distress, depression and anxiety as measured by standard instruments. We compared sensitivity, specificity, negative and positive predictive values, Youden index, and clinical utility indices, in newly developed two-step strategies. RESULTS The best two-step strategies to screen anxious-depressive distress were DT ≥ 2 on step #1, with the item of Sadness on step #2, and DT ≥ 2 combined with the item of Concerns. Two-step strategies outperformed the DT alone on the correct identification of distressed survivors. However, two-step strategies did not outperform the DT used alone on the correct detection of no distressed survivors. Results were similar when predicting depression or anxiety alone. CONCLUSION Completing the DT with one single question on emotions from the PedsQL may minimize the number of participants falsely identified as distressed, which could be particularly pertinent in resource-limited clinics.
Collapse
Affiliation(s)
- Annie-Jade Pépin
- Sainte-Justine University Health Center (SJUHC), Montréal, Québec, Canada.,Department of Psychology, Université de Montréal, Montréal, Québec, Canada
| | - Sarah Lippé
- Sainte-Justine University Health Center (SJUHC), Montréal, Québec, Canada.,Department of Psychology, Université de Montréal, Montréal, Québec, Canada
| | - Simon Drouin
- Sainte-Justine University Health Center (SJUHC), Montréal, Québec, Canada
| | - Maja Krajinovic
- Sainte-Justine University Health Center (SJUHC), Montréal, Québec, Canada.,Department of Pediatrics, Université de Montréal, Montréal, Québec, Canada
| | - Caroline Laverdière
- Sainte-Justine University Health Center (SJUHC), Montréal, Québec, Canada.,Department of Pediatrics, Université de Montréal, Montréal, Québec, Canada
| | - Bruno Michon
- Laval University Health Center (Laval UHC) Québec, Québec, Québec, Canada
| | - Philippe Robaey
- Sainte-Justine University Health Center (SJUHC), Montréal, Québec, Canada.,Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada.,University of Ottawa, Ottawa, Ontario, Canada
| | - Émélie Rondeau
- Sainte-Justine University Health Center (SJUHC), Montréal, Québec, Canada
| | - Daniel Sinnett
- Sainte-Justine University Health Center (SJUHC), Montréal, Québec, Canada.,Department of Pediatrics, Université de Montréal, Montréal, Québec, Canada
| | - Serge Sultan
- Sainte-Justine University Health Center (SJUHC), Montréal, Québec, Canada.,Department of Psychology, Université de Montréal, Montréal, Québec, Canada.,Department of Pediatrics, Université de Montréal, Montréal, Québec, Canada
| |
Collapse
|
43
|
Scholtes C, Baust K, Weinhold L, Creutzig U, Gnekow A, Hinz A, Kaatsch P, Kreitz K, Langer T, Rutkowski S, Singer S, Spix C, Teske C, Schmid M, Dilloo D, Calaminus G. Health status, health-related quality of life, and socioeconomic outcome in childhood brain tumor survivors: a German cohort study. Neuro Oncol 2021; 21:1069-1081. [PMID: 30793186 DOI: 10.1093/neuonc/noz044] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND With rising numbers of childhood cancer survivors, somatic and socioeconomic outcome as well as health-related quality of life (QoL) gain increasing relevance. Based on the first nationwide German Survey on Life Situation, State of Health, and Quality of Life of Childhood Cancer Survivors, the VIVE survey, we report the outcome of survivors of childhood brain tumors localized in the posterior fossa. METHODS Two hundred seventy participants with a median follow-up period of 21.9 years completed a questionnaire on socioeconomic and somatic late effects as well as a standardized QoL questionnaire (European Organisation for Research and Treatment of Cancer QLQ-C30). Comparisons were performed between World Health Organization (WHO) grades I-II, WHO grades III-IV brain tumor survivors (BTS), and the general population adjusting for potential confounders. RESULTS The socioeconomic and QoL results of WHO grades I-II BTS were largely comparable to the general population, while grades III-IV BTS were at higher risk for significantly worse outcomes. Of WHO grades III-IV BTS, 36.8% were still living with their parents or in assisted living facilities compared with 16.1% of grades I-II BTS and 7.8% of the age-adjusted general population. Of grades III-IV BTS, 60.8% achieved at least an intermediate school degree in comparison to 80.5% of grades I-II BTS and 75.6% of the general population. Grades III-IV BTS developed up to 2 times more somatic late effects than survivors of grades I-II tumors. CONCLUSION Derived from a large and homogeneous cohort, these results stress the importance of an appropriate follow-up period focusing not only on physical aspects but encompassing the entire living situation to allow patient-tailored support.
Collapse
Affiliation(s)
- Cathy Scholtes
- Pediatric Hematology/Oncology, University Children's Hospital Bonn, Bonn, Germany
| | - Katja Baust
- Pediatric Hematology/Oncology, University Children's Hospital Bonn, Bonn, Germany
| | - Leonie Weinhold
- Department of Medical Biometry, Informatics, and Epidemiology, University Hospital Bonn, Bonn, Germany
| | - Ursula Creutzig
- Pediatric Hematology/Oncology, Hannover Medical School, Hannover, Germany
| | - Astrid Gnekow
- Pediatric Hematology/Oncology, Children's Hospital Augsburg, Germany
| | - Andreas Hinz
- Department of Medical Psychology and Medical Sociology, University of Leipzig, Germany
| | - Peter Kaatsch
- German Childhood Cancer Registry, Institute for Medical Biostatistics, Epidemiology, and Informatics, University of Mainz, Mainz, Germany
| | - Kiana Kreitz
- Institute for Biostatistics and Clinical Research, University of Münster, Münster, Germany
| | - Thorsten Langer
- Pediatric Hematology/Oncology, University Children's Hospital Lübeck, Germany
| | - Stefan Rutkowski
- Pediatric Hematology/Oncology, University Children's Hospital Hamburg, Germany
| | - Susanne Singer
- Division of Epidemiology and Health Services Research, Institute of Medical Biostatistics, Epidemiology, and Informatics, Mainz, Germany
| | - Claudia Spix
- German Childhood Cancer Registry, Institute for Medical Biostatistics, Epidemiology, and Informatics, University of Mainz, Mainz, Germany
| | - Carmen Teske
- Pediatric Hematology/Oncology, University Children's Hospital Bonn, Bonn, Germany
| | - Matthias Schmid
- Department of Medical Biometry, Informatics, and Epidemiology, University Hospital Bonn, Bonn, Germany
| | - Dagmar Dilloo
- Pediatric Hematology/Oncology, University Children's Hospital Bonn, Bonn, Germany
| | - Gabriele Calaminus
- Pediatric Hematology/Oncology, University Children's Hospital Bonn, Bonn, Germany
| |
Collapse
|
44
|
Lu AD, Zheng Z, Han X, Qi R, Zhao J, Yabroff KR, Nathan PC. Medical Financial Hardship in Survivors of Adolescent and Young Adult Cancer in the United States. J Natl Cancer Inst 2021; 113:997-1004. [PMID: 33839786 DOI: 10.1093/jnci/djab013] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 11/27/2020] [Accepted: 01/11/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Cancer and its treatment can result in lifelong medical financial hardship, which we aimed to describe among adult survivors of adolescent and young adult (AYA) cancers in the United States. METHODS We identified adult (aged ≥18 years) survivors of AYA cancers (diagnosed ages 15-39 years) and adults without a cancer history from the 2010-2018 National Health Interview Surveys. Proportions of respondents reporting measures in different hardship domains (material [eg, problems paying bills], psychological [eg, distress], and behavioral [eg, forgoing care due to cost]) were compared between groups using multivariable logistic regression models and hardship intensity (cooccurrence of hardship domains) using ordinal logistic regression. Cost-related changes in prescription medication use were assessed separately. RESULTS A total of 2588 AYA cancer survivors (median = 31 [interquartile range = 26-35] years at diagnosis; 75.0% more than 6 years and 50.0% more than 16 years since diagnosis) and 256 964 adults without a cancer history were identified. Survivors were more likely to report at least 1 hardship measure in material (36.7% vs 27.7%, P < .001) and behavioral (28.4% vs 21.2%, P < .001) domains, hardship in all 3 domains (13.1% vs 8.7%, P < .001), and at least 1 cost-related prescription medication nonadherence (13.7% vs 10.3%, P = .001) behavior. CONCLUSIONS Adult survivors of AYA cancers are more likely to experience medical financial hardship across multiple domains compared with adults without a cancer history. Health-care providers must recognize this inequity and its impact on survivors' health, and multifaceted interventions are necessary to address underlying causes.
Collapse
Affiliation(s)
- Amy D Lu
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Zhiyuan Zheng
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, USA
| | - Xuesong Han
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, USA
| | - Ruowen Qi
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Jingxuan Zhao
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, USA
| | - K Robin Yabroff
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, USA
| | - Paul C Nathan
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada.,Division of Haematology/Oncology, Hospital for Sick Children, Toronto, ON, Canada
| |
Collapse
|
45
|
Sim JA, Hyun G, Gibson TM, Yasui Y, Leisenring W, Hudson MM, Robison LL, Armstrong GT, Krull KR, Huang IC. Negligible Effects of the Survey Modes for Patient-Reported Outcomes: A Report From the Childhood Cancer Survivor Study. JCO Clin Cancer Inform 2021; 4:10-24. [PMID: 31951475 DOI: 10.1200/cci.19.00135] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
PURPOSE This study compared the measurement properties for multiple modes of survey administration, including postal mail, telephone interview, and Web-based completion of patient-reported outcomes (PROs) among survivors of childhood cancer. METHODS The population included 6,974 adult survivors of childhood cancer in the Childhood Cancer Survivor Study who completed the Brief Symptom Inventory-18 (BSI-18), which measured anxiety, depression, and somatization symptoms. Scale reliability, construct validity, and known-groups validity related to health status were tested for each mode of completion. The multiple indicators and multiple causes technique was used to identify differential item functioning (DIF) for the BSI-18 items that responded through a specific survey mode. The impact of the administration mode was tested by comparing differences in BSI-18 scores between the modes accounting for DIF effects. RESULTS Of the respondents, 58%, 27%, and 15% completed postal mail, Web-based, and telephone surveys, respectively. Survivors who were male; had lower education, lower household income, or poorer health status; or were treated with cranial radiotherapy were more likely to complete a telephone-based survey compared with either a postal mail or Web-based survey (all P < .05). Scale reliability and validity were equivalent across the 3 survey options. One, 2, and 5 items from the anxiety, depression, and somatization domains, respectively, were identified as having significant DIF among survivors who responded by telephone (P < .05). However, estimated BSI-18 domain scores, especially depression and anxiety, between modes did not differ after accounting for DIF effects. CONCLUSION Certain survivor characteristics were associated with choosing a specific mode for PRO survey completion. However, measurement properties among these modes were equivalent, and the impact of using a specific mode on scores was minimal.
Collapse
Affiliation(s)
- Jin-Ah Sim
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Geehong Hyun
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Todd M Gibson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Wendy Leisenring
- Clinical Research Division and Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN.,Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN.,Department of Psychology, St Jude Children's Research Hospital, Memphis, TN
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| |
Collapse
|
46
|
Patient-reported outcomes in survivors of childhood hematologic malignancies with hematopoietic stem cell transplant. Blood 2021; 135:1847-1858. [PMID: 32243495 DOI: 10.1182/blood.2019003858] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 03/05/2020] [Indexed: 12/22/2022] Open
Abstract
Patient-reported outcomes among survivors of pediatric hematopoietic stem cell transplant (HSCT) are understudied. We compared symptom prevalence, health-related quality of life (HRQOL), and risk factors in adult survivors of childhood hematologic malignancies treated with HSCT to those treated with conventional therapy and noncancer controls. Survivors of childhood hematologic malignancies (HSCT N = 112 [70% allogeneic, 30% autologous]; conventionally treated N = 1106) and noncancer controls (N = 242) from the St. Jude Lifetime Cohort Study completed surveys assessing 10 symptom domains and SF-36 HRQOL summary scores. Chronic health conditions (CHCs) were validated by clinical assessment. Multivariable logistic regression reveals that compared with noncancer controls, HSCT survivors endorsed a significantly higher symptom prevalence in sensation (OR = 4.7, 95% confidence interval [CI], 2.6-8.4), motor/movement (OR = 4.3, 95% CI, 1.6-11.0), pulmonary (OR = 4.6, 95% CI, 1.8-11.8), and memory domains (OR = 4.8, 95% CI, 2.5-9.2), and poorer physical HRQOL (OR = 6.9, 95% CI, 2.8-17.0). HSCT and conventionally treated survivors had a similar prevalence of all symptom domains and HRQOL (all P > .05); however, HSCT survivors had a significantly higher cumulative prevalence for specific symptoms: double vision (P = .04), very dry eyes (P < .0001), and trouble seeing when wearing glasses (P < .0001). Occurrence of organ-specific CHCs, instead of transplant receipt, was significantly associated with a higher prevalence of all symptom domains (all P < .05) in adult survivors of childhood cancer, except for pain and anxiety domains. This study found that patient-reported outcomes were equally impaired between HSCT and conventionally treated survivors, but poorer in both groups compared with noncancer controls. Poor patient-reported outcomes in all survivors of childhood hematologic malignancies correlated with the presence of CHCs, whether treated with conventional therapy or HSCT.
Collapse
|
47
|
Adaptation and evaluation of a child-friendly patient reported outcome measure for use in Australia. Collegian 2021. [DOI: 10.1016/j.colegn.2020.05.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
|
48
|
Huang IC, Alberts NM, Buckley MG, Li Z, Ehrhardt MJ, Brinkman TM, Allen J, Krull KR, Klosky JL, Greene WL, Srivastava DK, Robison LL, Hudson MM, Anghelescu DL. Change in Pain Status and Subsequent Opioid and Marijuana Use Among Long-Term Adult Survivors of Childhood Cancer. JNCI Cancer Spectr 2021; 4:pkaa070. [PMID: 33409451 PMCID: PMC7771010 DOI: 10.1093/jncics/pkaa070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 07/14/2020] [Accepted: 08/13/2020] [Indexed: 11/24/2022] Open
Abstract
We evaluated pain status change and associations with subsequent opioid/marijuana use among 1208 adult survivors of childhood cancer. Pain status and opioid/marijuana were self-reported at baseline and follow-up evaluation (mean interval = 4.2 years). Over time, 18.7% of survivors endorsed persistent/increasing significant pain; 4.8% and 9.0% reported having used opioids and marijuana at follow-up. Persistent/increased (vs none/decreased) pain, persistent/increased (vs none/decreased) anxiety, and lack of health insurance increased odds of subsequent opioid use by 7.69-fold (95% confidence interval [CI] = 3.71 to 15.95), 2.55-fold (95% CI = 1.04 to 6.24), and 2.50-fold (95% CI = 1.07 to 5.82), respectively. Persistent/increased (vs none/decreased) depression increased odds of subsequent marijuana use by 2.64-fold (95% CI = 1.10 to 6.33).
Collapse
Affiliation(s)
- I-Chan Huang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Nicole M Alberts
- Department of Psychology, Concordia University, Montreal, Quebec, Canada
| | - Merrion G Buckley
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Zhenghong Li
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Matthew J Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Tara M Brinkman
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jennifer Allen
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - James L Klosky
- Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - William L Greene
- Department of Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - D Kumar Srivastava
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.,Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Doralina L Anghelescu
- Department of Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA
| |
Collapse
|
49
|
Heathcote LC, Loecher N, Simon P, Spunt SL, Jordan A, Tutelman PR, Cunningham S, Schapira L, Simons LE. Symptom appraisal in uncertainty: a theory-driven thematic analysis with survivors of childhood cancer. Psychol Health 2020; 36:1182-1199. [DOI: 10.1080/08870446.2020.1836180] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Lauren C. Heathcote
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Nele Loecher
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Pamela Simon
- Department of Pediatric Hematology-Oncology, Lucile Packard Children’s Hospital Stanford, Palo Alto, CA, USA
| | - Sheri L. Spunt
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Abbie Jordan
- Department of Psychology & Centre for Pain Research, University of Bath, Bath, UK
| | - Perri R. Tutelman
- Department of Pediatrics, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Sarah Cunningham
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Lidia Schapira
- Department of Medical Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Laura E. Simons
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Stanford, CA, USA
| |
Collapse
|
50
|
Hong HC, Kim YM, Min A. Symptom clusters in childhood cancer survivors in Korea: A latent class analysis. Eur J Cancer Care (Engl) 2020; 29:e13322. [DOI: 10.1111/ecc.13322] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 04/24/2020] [Accepted: 08/07/2020] [Indexed: 01/05/2023]
Affiliation(s)
- Hye Chong Hong
- Chung‐Ang University Red Cross College of Nursing Seoul South Korea
| | - Young Man Kim
- College of Nursing, Research Institute of Nursing Science Jeonbuk National University Jeonju‐si Jeollabuk‐do South Korea
| | - Ari Min
- Chung‐Ang University Red Cross College of Nursing Seoul South Korea
| |
Collapse
|