Evaluation of eating habits and practice of physical activity in colorectal cancer patients in the active phase of treatment

Authors

DOI:

https://doi.org/10.33448/rsd-v12i6.42155

Keywords:

Eating habits; Colorectal cancer; Physical activity; Internet of things; Machine learning.

Abstract

Colorectal cancer is one of the most prevalent in men and women, and its development is associated with several risk factors, such as a sedentary lifestyle, obesity, alcohol consumption, and eating habits. This study aimed to present the results of applying the questionnaire on eating habits and physical activity from the Food Guide: how to have a healthy diet in the first chemotherapy session, after signing the consent form, and eight weeks after the first application. All patients with colorectal cancer under active treatment from July to December 2022 were invited to participate in the study. The Ethics Committee approved this project. During the research, patients underwent a new monitoring model that included the use of a chatbot and wearable device for eight weeks. The model aimed to ensure greater patient engagement with their treatment through interactions about symptoms and adverse effects, eating habits, and physical activity practice. As a result, there was a statistical reduction in the consumption of alcoholic beverages and fast foods and a statistical increase in fruit consumption. In addition, the findings indicate that the model contributed to a greater practice of physical activity by patients. For future work, we suggest applying this model to patients with other types of cancer to assess and extend the benefits of the model in different contexts of cancer treatment.

References

AICR, A. I. for C. R., & WCRF, W. C. R. F. (2018). Continuous Update Project Expert Report. Diet, Nutrition, Physical Activity and Colorectal Cancer. https://www.wcrf.org/wp-content/uploads/2021/02/Colorectal-cancer-report.pdf

Bai, Y., Cho Lee, W., Li, G., & So, W. K. W. (2022). Development and feasibility of an evidence-based and theory-driven tailored mHealth communication intervention to increase colonoscopy screening rate in first-degree relatives of people with colorectal cancer. European Journal of Oncology Nursing, 56(August 2021), 102063. https://doi.org/10.1016/j.ejon.2021.102063

Brazil, M. da S. (2013). Guia alimentar: como ter uma alimentação saudável. Brasília.

Calle, E. E., & Kaaks, R. (2004). Overweight, obesity and cancer: Epidemiological evidence and proposed mechanisms. In Nature Reviews Cancer (Vol. 4, Issue 8, pp. 579–591). Nature Publishing Group. https://doi.org/10.1038/nrc1408

Chung, I. Y., Jung, M., Lee, S. B., Lee, J. W., Park, Y. R., Cho, D., Chung, H., Youn, S., Min, Y. H., Park, H. J., Lee, M., Chung, S., Son, B. H., & Ahn, S. H. (2019). An assessment of physical activity data collected via a smartphone app and a smart band in breast cancer survivors: Observational study. Journal of Medical Internet Research, 21(9). https://doi.org/10.2196/13463

Costa, C. A. da, Pasluosta, C. F., Eskofier, B., Silva, D. B. da, & Righi, R. da R. (2018). Internet of Health Things: Toward intelligent vital signs monitoring in hospital wards. Artificial Intelligence in Medicine, 89(March 2017), 61–69. https://doi.org/10.1016/j.artmed.2018.05.005

Ferioli, M., Zauli, G., Martelli, A. M., Vitale, M., McCubrey, J. A., Ultimo, S., Capitani, S., & Neri, L. M. (2018). Impact of physical exercise in cancer survivors during and after antineoplastic treatments. Oncotarget, 9(17), 14005–14034. https://doi.org/10.18632/oncotarget.24456

Ghazaleh Dashti, S., Buchanan, D. D., Jayasekara, H., Ouakrim, D. A., Clendenning, M., Rosty, C., Winship, I. M., MacRae, F. A., Giles, G. G., Parry, S., Casey, G., Haile, R. W., Gallinger, S., Le Marchand, L., Thibodeau, S. N., Lindor, N. M., Newcomb, P. A., Potter, J. D., Baron, J. A., … Win, A. K. (2017). Alcohol consumption and the risk of colorectal cancer for mismatch repair gene mutation carriers. Cancer Epidemiology Biomarkers and Prevention, 26(3), 366–375. https://doi.org/10.1158/1055-9965.EPI-16-0496

Gralha, S. R., Fleig, T., Dihl, F. V., Morales, A. S., & Cazella, S. C. (2022). Tecnologias de IoT na área da saúde para idosos: um mapeamento sistemático. Research, Society and Development, 11(7), e49111730453. https://doi.org/10.33448/rsd-v11i7.30453

Hoermann, S., McCabe, K. L., Milne, D. N., & Calvo, R. A. (2017). Application of synchronous text-based dialogue systems in mental health interventions: Systematic review. In Journal of Medical Internet Research (Vol. 19, Issue 8). JMIR Publications Inc. https://doi.org/10.2196/jmir.7023

Hurtado-Barroso, S., Trius-Soler, M., Lamuela-Raventos, R. M., & Zamora-Ros, R. (2020). Vegetable and Fruit Consumption and Prognosis among Cancer Survivors: A Systematic Review and Meta-Analysis of Cohort Studies. In Advances in Nutrition (Vol. 11, Issue 6, pp. 1569–1582). Oxford University Press. https://doi.org/10.1093/advances/nmaa082

INCA. (2022). Estimativa 2023. incidência de câncer no Brasil / Instituto Nacional de Câncer. In 2022. INCA. https://www.inca.gov.br/sites/ufu.sti.inca.local/files/media/document/estimativa-2023.pdf

Lazarus, E., & Bays, H. E. (2022). Cancer and Obesity: An Obesity Medicine Association (OMA) Clinical Practice Statement (CPS) 2022. Obesity Pillars, 3(June), 100026. https://doi.org/10.1016/j.obpill.2022.100026

Loosen, S. H., Roderburg, C., Jördens, M. S., Fluegen, G., Luedde, T., & Kostev, K. (2022). Overweight and Obesity Determine the Risk for Gastrointestinal Cancer in a Sex-Dependent Manner: A Retrospective Cohort Study of 287,357 Outpatients in Germany. Cancers, 14(4), 931. https://doi.org/10.3390/cancers14040931

Ly, K. H., Ly, A. M., & Andersson, G. (2017). A fully automated conversational agent for promoting mental well-being: A pilot RCT using mixed methods. Internet Interventions, 10, 39–46. https://doi.org/10.1016/j.invent.2017.10.002

Mármol, I., Sánchez-de-Diego, C., Dieste, A. P., Cerrada, E., & Yoldi, M. J. R. (2017). Colorectal carcinoma: A general overview and future perspectives in colorectal cancer. In International Journal of Molecular Sciences (Vol. 18, Issue 1). MDPI AG. https://doi.org/10.3390/ijms18010197

Miner, A. S., Milstein, A., Schueller, S., Hegde, R., Mangurian, C., & Linos, E. (2016). Smartphone-based conversational agents and responses to questions about mental health, interpersonal violence, and physical health. JAMA Internal Medicine, 176(5), 619–625. https://doi.org/10.1001/jamainternmed.2016.0400

Nyrop, K. A., Deal, A. M., Choi, S. K., Wagoner, C. W., Lee, J. T., Wood, A., Anders, C., Carey, L. A., Dees, E. C., Jolly, T. A., Reeder-Hayes, K. E., & Muss, H. B. (2018). Measuring and understanding adherence in a home-based exercise intervention during chemotherapy for early breast cancer. Breast Cancer Research and Treatment, 168(1), 43–55. https://doi.org/10.1007/s10549-017-4565-1

Pereira, A. S., Shitsuka, D. M., Parreira, F. J., & Shitsuka, R. (2018). Metodologia da Pesquisa Científica (1st ed.). UFSM, NTE.

Queiroz, D. A., Costa, C. A., Queiroz, E. A. I. F., Silveira, E. F., & Righi, R. da R. (2021). Internet of Things in active cancer Treatment: A systematic review. Journal of Biomedical Informatics, 118(May). https://doi.org/10.1016/j.jbi.2021.103814

Queiroz, E. A. I. F. de, Alegranci, P., Queiroz, D. A. de, & Siviero, R. A. R. (2022). Câncer Colorretal: O que devo saber? (1st ed., Vol. 1). Fundação UNISELVA / MT Ciência.

Queiroz, E. A. I. F., Carneiro, P. B. F., Braz, K. N. de S., Assunção, G. S. A., Oliveira, C. C. De, Lampugnani, L. D., Rodrigues, E. E. A., Queiroz, D. A. de, & Alegranci, P. (2022). Obesidade e câncer: mecanismos envolvidos e intervenções terapêuticas. Scientific Electronic Archives, 15(3). https://doi.org/10.36560/15320221522

Schult, A. L., Botteri, E., Hoff, G., Randel, K. R., Dalén, E., Eskeland, S. L., Holme, Ø., & De Lange, T. (2021). Detection of cancers and advanced adenomas in asymptomatic participants in colorectal cancer screening: A cross-sectional study. BMJ Open, 11(7). https://doi.org/10.1136/bmjopen-2020-048183

Thanikachalam, K., & Khan, G. (2019). Colorectal cancer and nutrition. In Nutrients (Vol. 11, Issue 1). MDPI AG. https://doi.org/10.3390/nu11010164

WCRF, W. C. R. F. (2023). Colorectal Cancer. https://www.wcrf.org/diet-activity-and-cancer/cancer-types/colorectal-cancer/

Wilde, P., Pomeranz, J. L., Lizewski, L. J., Ruan, M., Mozaffarian, D., & Zhang, F. F. (2019). Legal Feasibility of US Government Policies to Reduce Cancer Risk by Reducing Intake of Processed Meat. The Milbank Quarterly, 97(2), 420–448. https://doi.org/10.1111/1468-0009.12385

Wolters, M. K., Kelly, F., & Kilgour, J. (2016). Designing a spoken dialogue interface to an intelligent cognitive assistant for people with dementia. Health Informatics Journal, 22(4), 854–866. https://doi.org/10.1177/1460458215593329

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Published

24/06/2023

How to Cite

QUEIROZ, D. A. de .; ASSUNÇÃO, G. S. A. .; CARNEIRO, P. B. F. .; ROSSINI, A.; SILVEIRA, E. F. da .; QUEIROZ, E. A. I. F. de; COSTA, C. A. da . Evaluation of eating habits and practice of physical activity in colorectal cancer patients in the active phase of treatment. Research, Society and Development, [S. l.], v. 12, n. 6, p. e23112642155, 2023. DOI: 10.33448/rsd-v12i6.42155. Disponível em: https://rsdjournal.org/index.php/rsd/article/view/42155. Acesso em: 18 nov. 2024.

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Section

Exact and Earth Sciences