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Skiba MB, Badger TA, Pace TWW, Grandner MA, Haynes PL, Segrin C, Fox RS. Patterns of dietary quality, physical activity, and sleep duration among cancer survivors and caregivers. J Behav Med 2025; 48:162-175. [PMID: 39356453 PMCID: PMC11893245 DOI: 10.1007/s10865-024-00523-0] [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: 03/25/2024] [Accepted: 09/15/2024] [Indexed: 10/03/2024]
Abstract
Fruit and vegetable intake (FVI), moderate-to-vigorous physical activity (MVPA), and sleep duration are each independently associated with cancer-related and general health outcomes among cancer survivors. Past research suggests that health behaviors cluster among cancer survivors, with caregivers demonstrating similar patterns. This analysis examined co-occurrence of FVI, MVPA, and sleep duration among cancer survivors and informal cancer caregivers and identified sociodemographic and clinical correlates of health behavior engagement. Using data from the Health Information National Trends Survey (HINTS), an exploratory latent profile analysis (LPA) was conducted among those self-reporting a history of cancer or identifying as a cancer caregiver. The LPA model was fit with daily self-reported FVI (cups/d), MPVA (minutes/d) and sleep duration (hours/d). Multinomial logistic regression models were used to predict profile membership based on sociodemographic and clinical characteristics. Four health behavior profiles were identified (Least Engaged-No MVPA, Least Engaged-Low MVPA, Moderately Engaged, and Highly Engaged). The largest profile membership was Least Engaged-No MVPA, capturing 37% of the sample. Profiles were most distinguished by MVPA, with the lowest variance in sleep duration. Participants reporting higher FVI also often reported greater MVPA and longer sleep duration. Profile membership was significantly associated with age, relationship status, education, income, rurality, alcohol use, self-efficacy, psychological distress, BMI, and cancer type. This study identified four health behaviors patterns and sociodemographic correlates that distinguished those patterns among cancer survivors and caregivers drawn from a nationally representative sample. Results may help identify for whom health behavior interventions could be of greatest benefit.
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Affiliation(s)
- Meghan B Skiba
- Advanced Nursing Practice and Science Division, University of Arizona College of Nursing, Tucson, AZ, USA.
- University of Arizona Cancer Center, Tucson, AZ, USA.
| | - Terry A Badger
- Advanced Nursing Practice and Science Division, University of Arizona College of Nursing, Tucson, AZ, USA
- University of Arizona Cancer Center, Tucson, AZ, USA
| | - Thaddaeus W W Pace
- Advanced Nursing Practice and Science Division, University of Arizona College of Nursing, Tucson, AZ, USA
- University of Arizona Cancer Center, Tucson, AZ, USA
- Department of Psychiatry, University of Arizona College of Medicine, Tucson, AZ, USA
| | - Michael A Grandner
- Department of Psychiatry, University of Arizona College of Medicine, Tucson, AZ, USA
| | - Patricia L Haynes
- Department of Health Promotion Sciences, University of Arizona Mel & Enid Zuckerman College of Public Health, Tucson, AZ, USA
| | - Chris Segrin
- Department of Communication, University of Arizona College of Social and Behavioral Sciences, Tucson, AZ, USA
| | - Rina S Fox
- Advanced Nursing Practice and Science Division, University of Arizona College of Nursing, Tucson, AZ, USA
- University of Arizona Cancer Center, Tucson, AZ, USA
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Fox RS, Brandon K, Badger TA, Gaumond JS, Morales AA, Ong JC, Parthasarathy S, Rini C, Zee PC, Tanner EJ, Ancoli-Israel S, Penedo FJ, Siddique J, Wu LM, Reid KJ, Kaiser K. Stakeholder-informed refinement of a behavioral sleep/circadian intervention for gynecologic cancer survivors: an application of the MOST preparation phase. Transl Behav Med 2025; 15:ibaf001. [PMID: 39907220 PMCID: PMC11795304 DOI: 10.1093/tbm/ibaf001] [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] [Indexed: 02/06/2025] Open
Abstract
BACKGROUND Sleep disturbance is among the most frequent and distressing symptoms reported by gynecologic cancer survivors. Existing evidence-based behavioral sleep interventions are limited by implementation burden, which can decrease adherence. PURPOSE As part of the preparation phase of the multiphase optimization strategy (MOST), this study solicited stakeholder feedback to maximize adherence in a planned behavioral sleep/circadian intervention optimization trial. METHODS Thirteen post-treatment survivors of early-stage gynecologic cancer completed the protocol for the planned optimization trial, including simultaneous receipt of all candidate intervention components. This included six weeks of combined sleep restriction, stimulus control, and systematic exposure to morning bright light. Participants then completed a semi-structured interview to provide feedback on their experience. We used a rapid analytic approach to quickly identify actionable feedback from de-identified transcripts. RESULTS Participants generally reacted positively to the intervention components. Actionable feedback identified recommended protocol modifications and was categorized into four overarching themes: (i) remove barriers to engagement; (ii) revise for clarity; (iii) augment content; and (iv) consider individual circumstances. CONCLUSIONS Rapid qualitative analysis enabled us to effectively modify our planned study protocol on an expedited timeline. This approach is consistent with the core principles of MOST and can be incorporated into the Preparation phase to enhance optimization efforts.
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Affiliation(s)
- Rina S Fox
- Division of Nursing and Health Science, University of Arizona College of Nursing, 1305 N. Martin Avenue, Tucson, AZ 85721, USA
- University of Arizona Cancer Center, 1515 N. Campbell Avenue, Tucson, AZ 85724,USA
| | - Krista Brandon
- Division of Nursing and Health Science, University of Arizona College of Nursing, 1305 N. Martin Avenue, Tucson, AZ 85721, USA
| | - Terry A Badger
- Division of Nursing and Health Science, University of Arizona College of Nursing, 1305 N. Martin Avenue, Tucson, AZ 85721, USA
- University of Arizona Cancer Center, 1515 N. Campbell Avenue, Tucson, AZ 85724,USA
| | - Julia S Gaumond
- Vanderbilt University School of Medicine, 1161 21st Avenue S # D3300, Nashville, TN 37232, USA
| | - Ana Acuña Morales
- Division of Nursing and Health Science, University of Arizona College of Nursing, 1305 N. Martin Avenue, Tucson, AZ 85721, USA
| | - Jason C Ong
- Nox Health, 100 Kimball Place, Alpharetta, GA 30009,USA
- Department of Neurology, Northwestern University Feinberg School of Medicine, 710 N. Lake Shore Drive 11th Floor, Chicago, IL 60611, USA
- Center for Circadian and Sleep Medicine, Northwestern University Feinberg School of Medicine, 710 N. Lake Shore Drive 5th Floor, Chicago, IL 60611,USA
| | - Sairam Parthasarathy
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, University of Arizona College of Medicine – Tucson, 1501 N. Campbell Avenue, Tucson, AZ 85724, USA
- University of Arizona Health Sciences – Center for Sleep, Circadian, and Neuroscience Research, University of Arizona, 1501 N Campbell Avenue Suite 0418, Tucson, AZ 85724, USA
| | - Christine Rini
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, 625 N. Michigan Avenue 21st Floor, Chicago, IL 60611,USA
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 675 N St Clair Street 21st Floor Chicago, IL 60611, USA
| | - Phyllis C Zee
- Department of Neurology, Northwestern University Feinberg School of Medicine, 710 N. Lake Shore Drive 11th Floor, Chicago, IL 60611, USA
- Center for Circadian and Sleep Medicine, Northwestern University Feinberg School of Medicine, 710 N. Lake Shore Drive 5th Floor, Chicago, IL 60611,USA
| | - Edward J Tanner
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 675 N St Clair Street 21st Floor Chicago, IL 60611, USA
- Department of Obstetrics and Gynecology, Northwestern University Feinberg School of Medicine, 250 E. Superior Street Suite 03-2303, Chicago, IL 60611, USA
| | - Sonia Ancoli-Israel
- Department of Psychiatry, University of California, San Diego, 3120 Biomedical Sciences Way, La Jolla, CA 92093, USA
| | - Frank J Penedo
- Departments of Medicine and Psychology and Sylvester Comprehensive Cancer Center, University of Miami, 1475 NW 12th Avenue Miami, FL 33136, USA
| | - Juned Siddique
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, 680 N. Lake Shore Drive Suite 1400, Chicago, IL 60611, USA
| | - Lisa M Wu
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, 625 N. Michigan Avenue 21st Floor, Chicago, IL 60611,USA
- Reykjavik University, Menntavegur 1, 102, 101, Reykjavik, Iceland
| | - Kathryn J Reid
- Department of Neurology, Northwestern University Feinberg School of Medicine, 710 N. Lake Shore Drive 11th Floor, Chicago, IL 60611, USA
- Center for Circadian and Sleep Medicine, Northwestern University Feinberg School of Medicine, 710 N. Lake Shore Drive 5th Floor, Chicago, IL 60611,USA
| | - Karen Kaiser
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, 625 N. Michigan Avenue 21st Floor, Chicago, IL 60611,USA
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, 675 N St Clair Street 21st Floor Chicago, IL 60611, USA
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Hoogland AI, Bulls HW, Gonzalez BD, Small BJ, Liu L, Pidala J, Jim HSL, Mishra A. Circadian Rhythmicity as a Predictor of Quality of Life in Allogeneic Hematopoietic Cell Transplant Patients. J Pain Symptom Manage 2019; 57:952-960.e1. [PMID: 30711631 PMCID: PMC6486418 DOI: 10.1016/j.jpainsymman.2019.01.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2018] [Revised: 01/25/2019] [Accepted: 01/28/2019] [Indexed: 12/12/2022]
Abstract
CONTEXT Quality of life (QoL) is increasingly recognized as an important outcome of cancer treatment. Previous studies have examined clinical predictors of QoL, but with the increasing prevalence of wearable sensors that monitor sleep and activity patterns, further investigation into whether these behaviors are predictive of post-treatment QoL is now feasible. Among patients receiving aggressive cancer treatment such as hematopoietic cell transplantation (HCT), analysis of circadian rhythms (24-hour patterns of sleep and activity) via wearable sensors is limited. OBJECTIVE To evaluate the relationship between overall QoL and circadian rhythms in patients receiving allogeneic HCT. METHODS Patients wore an ActiGraph GT3X (Pensacola, FL) activity monitor for at least 72 hours before the initiation of conditioning chemotherapy and transplantation and completed a QoL (Functional Assessment of Cancer Therapy-General [FACT-G]) assessment. QoL assessments were also completed 1, 3, and 6 months after HCT. RESULTS Patients (n = 45, M age = 55) were mostly male (66%) with a total FACT-G score of 80.96 (SD = 16.05) before HCT. Mixed models revealed robust cross-sectional associations between overall QoL and multiple circadian rhythmicity parameters, including durations of high physical activity, overall circadian rhythmicity, and earlier starts of daily activity (P's < .01). Recovery of QoL after transplant was predicted by longer pre-transplant durations of high physical activity (P = .04) and earlier evening retirement (P = .04). CONCLUSION Our findings suggest that wearable sensor information is a promising method of predicting recovery of QoL after HCT. Additional studies are needed to confirm these findings in a larger sample.
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Affiliation(s)
- Aasha I Hoogland
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida, USA
| | - Hailey W Bulls
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida, USA
| | - Brian D Gonzalez
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida, USA
| | - Brent J Small
- School of Aging Studies, University of South Florida, Tampa, Florida, USA
| | - Lianqi Liu
- Department of Psychiatry, University of California, San Diego, La Jolla, California, USA
| | - Joseph Pidala
- Department of Blood and Marrow Transplantation and Cellular Immunotherapy, Moffitt Cancer Center, Tampa, Florida, USA
| | - Heather S L Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, Florida, USA
| | - Asmita Mishra
- Department of Blood and Marrow Transplantation and Cellular Immunotherapy, Moffitt Cancer Center, Tampa, Florida, USA.
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