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Published in: Journal of Cancer Survivorship 1/2023

Open Access 01-03-2021 | Lymphoma

Self-reported causes of cancer among 6881 survivors with 6 tumour types: results from the PROFILES registry

Authors: Carla Vlooswijk, Olga Husson, Simone Oerlemans, Nicole Ezendam, Dounya Schoormans, Belle de Rooij, Floortje Mols

Published in: Journal of Cancer Survivorship | Issue 1/2023

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Abstract

Objective

Our aim was to describe and compare self-reported causal attributions (interpretations of what caused an illness) among cancer survivors and to assess which sociodemographic and clinical characteristics are associated with them.

Methods

Data from five population-based PROFILES registry samples (i.e. lymphoma (n = 993), multiple myeloma (n = 156), colorectal (n = 3989), thyroid (n = 306), endometrial (n = 741), prostate cancer (n = 696)) were used. Causal attributions were assessed with a single question.

Results

The five most often reported causal attributions combined were unknown (21%), lifestyle (19%), biological (16%), other (14%), and stress (12%). Lymphoma (49%), multiple myeloma (64%), thyroid (55%), and prostate (64%) cancer patients mentioned fixed causes far more often than modifiable or modifiable/fixed. Colorectal (33%, 34%, and 33%) and endometrial (38%, 32%, and 30%) cancer survivors mentioned causes that were fixed, modifiable, or both almost equally often. Colorectal, endometrial, and prostate cancer survivors reported internal causes most often, whereas multiple myeloma survivors more often reported external causes, while lymphoma and thyroid cancer survivors had almost similar rates of internal and external causes. Females, those older, those treated with hormonal therapy, and those diagnosed with prostate cancer were less likely to identify modifiable causes while those diagnosed with stage 2, singles, with ≥2 comorbid conditions, and those with endometrial cancer were more likely to identify modifiable causes.

Conclusion

In conclusion, this study showed that patients report both internal and external causes of their illness and both fixed and modifiable causes. This differsbetween the various cancer types.

Implications for Cancer Survivors

Although the exact cause of cancer in individual patients is often unknown, having a well-informed perception of the modifiable causes of one’s cancer is valuable since it can possibly help survivors with making behavioural adjustments in cases where this is necessary or possible.
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Literature
1.
go back to reference Weiner B. Achievement motivation and attribution theory. Morristown: General Learning Press; 1974. Weiner B. Achievement motivation and attribution theory. Morristown: General Learning Press; 1974.
2.
go back to reference Sensky T. Causal attributions in physical illness. J Psychosom Res. 1997;43(6):565–73.PubMed Sensky T. Causal attributions in physical illness. J Psychosom Res. 1997;43(6):565–73.PubMed
3.
go back to reference Broadbent E, Ellis CJ, Thomas J, Gamble G, Petrie KJ. Further development of an illness perception intervention for myocardial infarction patients: a randomized controlled trial. J Psychosom Res. 2009;67(1):17–23.CrossRefPubMed Broadbent E, Ellis CJ, Thomas J, Gamble G, Petrie KJ. Further development of an illness perception intervention for myocardial infarction patients: a randomized controlled trial. J Psychosom Res. 2009;67(1):17–23.CrossRefPubMed
4.
go back to reference Leventhal H, Meyer D, Nerenz D. The common sense representation of illness danger. Contrib Med Psychol. 1980;2:7–30. Leventhal H, Meyer D, Nerenz D. The common sense representation of illness danger. Contrib Med Psychol. 1980;2:7–30.
5.
go back to reference Roesch SC, Weiner B. A meta-analytic review of coping with illness: do causal attributions matter? J Psychosom Res. 2001;50(4):205–19.CrossRefPubMed Roesch SC, Weiner B. A meta-analytic review of coping with illness: do causal attributions matter? J Psychosom Res. 2001;50(4):205–19.CrossRefPubMed
6.
go back to reference Costanzo ES, Lutgendorf SK, Roeder SL. Common-sense beliefs about cancer and health practices among women completing treatment for breast cancer. Psychooncology. 2011;20(1):53–61.CrossRefPubMedPubMedCentral Costanzo ES, Lutgendorf SK, Roeder SL. Common-sense beliefs about cancer and health practices among women completing treatment for breast cancer. Psychooncology. 2011;20(1):53–61.CrossRefPubMedPubMedCentral
7.
go back to reference Ferrucci LM, Cartmel B, Turkman YE, Murphy ME, Smith T, Stein KD, et al. Causal attribution among cancer survivors of the 10 most common cancers. J Psychosoc Oncol. 2011;29(2):121–40.CrossRefPubMedPubMedCentral Ferrucci LM, Cartmel B, Turkman YE, Murphy ME, Smith T, Stein KD, et al. Causal attribution among cancer survivors of the 10 most common cancers. J Psychosoc Oncol. 2011;29(2):121–40.CrossRefPubMedPubMedCentral
8.
go back to reference van de Poll-Franse LV, Horevoorts N, van Eenbergen M, Denollet J, Roukema JA, Aaronson NK, et al. The Patient Reported Outcomes Following Initial treatment and Long term Evaluation of Survivorship registry: scope, rationale and design of an infrastructure for the study of physical and psychosocial outcomes in cancer survivorship cohorts. Eur J Cancer (Oxford, England : 1990). 2011;47(14):2188–94.CrossRef van de Poll-Franse LV, Horevoorts N, van Eenbergen M, Denollet J, Roukema JA, Aaronson NK, et al. The Patient Reported Outcomes Following Initial treatment and Long term Evaluation of Survivorship registry: scope, rationale and design of an infrastructure for the study of physical and psychosocial outcomes in cancer survivorship cohorts. Eur J Cancer (Oxford, England : 1990). 2011;47(14):2188–94.CrossRef
9.
go back to reference Lamers RE, Cuypers M, Husson O, de Vries M, Kil PJ, Ruud Bosch JL, et al. Patients are dissatisfied with information provision: perceived information provision and quality of life in prostate cancer patients. Psychooncology. 2016;25(6):633–40.CrossRefPubMed Lamers RE, Cuypers M, Husson O, de Vries M, Kil PJ, Ruud Bosch JL, et al. Patients are dissatisfied with information provision: perceived information provision and quality of life in prostate cancer patients. Psychooncology. 2016;25(6):633–40.CrossRefPubMed
10.
go back to reference Mols F, Oerlemans S, Vos AH, Koster A, Verelst S, Sonneveld P, et al. Health-related quality of life and disease-specific complaints among multiple myeloma patients up to 10 yr after diagnosis: results from a population-based study using the PROFILES registry. Eur J Haematol. 2012;89(4):311–9.CrossRefPubMed Mols F, Oerlemans S, Vos AH, Koster A, Verelst S, Sonneveld P, et al. Health-related quality of life and disease-specific complaints among multiple myeloma patients up to 10 yr after diagnosis: results from a population-based study using the PROFILES registry. Eur J Haematol. 2012;89(4):311–9.CrossRefPubMed
11.
go back to reference Husson O, Haak HR, Buffart LM, Nieuwlaat WA, Oranje WA, Mols F, et al. Health-related quality of life and disease specific symptoms in long-term thyroid cancer survivors: a study from the population-based PROFILES registry. Acta Oncol. 2013;52(2):249–58.CrossRefPubMed Husson O, Haak HR, Buffart LM, Nieuwlaat WA, Oranje WA, Mols F, et al. Health-related quality of life and disease specific symptoms in long-term thyroid cancer survivors: a study from the population-based PROFILES registry. Acta Oncol. 2013;52(2):249–58.CrossRefPubMed
12.
go back to reference Mols F, Beijers T, Lemmens V, van den Hurk CJ, Vreugdenhil G, van de Poll-Franse LV. Chemotherapy-induced neuropathy and its association with quality of life among 2- to 11-year colorectal cancer survivors: results from the population-based PROFILES registry. J Clin Oncol. 2013;31(21):2699–707.CrossRefPubMed Mols F, Beijers T, Lemmens V, van den Hurk CJ, Vreugdenhil G, van de Poll-Franse LV. Chemotherapy-induced neuropathy and its association with quality of life among 2- to 11-year colorectal cancer survivors: results from the population-based PROFILES registry. J Clin Oncol. 2013;31(21):2699–707.CrossRefPubMed
13.
go back to reference van de Poll-Franse LV, Mols F, Essink-Bot ML, Haartsen JE, Vingerhoets AJ, Lybeert ML, et al. Impact of external beam adjuvant radiotherapy on health-related quality of life for long-term survivors of endometrial adenocarcinoma: a population-based study. Int J Radiat Oncol Biol Phys. 2007;69(1):125–32.CrossRefPubMed van de Poll-Franse LV, Mols F, Essink-Bot ML, Haartsen JE, Vingerhoets AJ, Lybeert ML, et al. Impact of external beam adjuvant radiotherapy on health-related quality of life for long-term survivors of endometrial adenocarcinoma: a population-based study. Int J Radiat Oncol Biol Phys. 2007;69(1):125–32.CrossRefPubMed
14.
go back to reference Thong MS, Mols F, Lemmens VE, Creemers GJ, Slooter GD, van de Poll-Franse LV. Impact of chemotherapy on health status and symptom burden of colon cancer survivors: a population-based study. Eur J Cancer. 2011;47(12):1798–807.CrossRefPubMed Thong MS, Mols F, Lemmens VE, Creemers GJ, Slooter GD, van de Poll-Franse LV. Impact of chemotherapy on health status and symptom burden of colon cancer survivors: a population-based study. Eur J Cancer. 2011;47(12):1798–807.CrossRefPubMed
15.
go back to reference Thong MS, Mols F, Lemmens VE, Rutten HJ, Roukema JA, Martijn H, et al. Impact of preoperative radiotherapy on general and disease-specific health status of rectal cancer survivors: a population-based study. Int J Radiat Oncol Biol Phys. 2011;81(3):e49–58.CrossRefPubMed Thong MS, Mols F, Lemmens VE, Rutten HJ, Roukema JA, Martijn H, et al. Impact of preoperative radiotherapy on general and disease-specific health status of rectal cancer survivors: a population-based study. Int J Radiat Oncol Biol Phys. 2011;81(3):e49–58.CrossRefPubMed
16.
go back to reference Oerlemans S, Husson O, Mols F, Poortmans P, Roerdink H, Daniels LA, et al. Perceived information provision and satisfaction among lymphoma and multiple myeloma survivors-results from a Dutch population-based study. Ann Hematol. 2012;91(10):1587–95. Oerlemans S, Husson O, Mols F, Poortmans P, Roerdink H, Daniels LA, et al. Perceived information provision and satisfaction among lymphoma and multiple myeloma survivors-results from a Dutch population-based study. Ann Hematol. 2012;91(10):1587–95.
17.
go back to reference Fritz A, Percy C, Jack A, Shanmugaratnam K, Sobin L, Parkin DM, et al.International classification of diseases for oncology , 3rd ed. World Health Organization.; 2000. Fritz A, Percy C, Jack A, Shanmugaratnam K, Sobin L, Parkin DM, et al.International classification of diseases for oncology , 3rd ed. World Health Organization.; 2000.
18.
go back to reference Sobin LH, Gospodarowicz MK, Wittekind C. TNM Classification of Malignant Tumours, 7th Edition. Wiley & Son; 2011. Sobin LH, Gospodarowicz MK, Wittekind C. TNM Classification of Malignant Tumours, 7th Edition. Wiley & Son; 2011.
19.
go back to reference Sangha O, Stucki G, Liang MH, Fossel AH, Katz JN. The Self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum. 2003;49(2):156–63.CrossRefPubMed Sangha O, Stucki G, Liang MH, Fossel AH, Katz JN. The Self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum. 2003;49(2):156–63.CrossRefPubMed
20.
go back to reference Broadbent E, Petrie KJ, Main J, Weinman J. The Brief Illness Perception Questionnaire. J Psychosom Res. 2006;60(6):631–7.CrossRefPubMed Broadbent E, Petrie KJ, Main J, Weinman J. The Brief Illness Perception Questionnaire. J Psychosom Res. 2006;60(6):631–7.CrossRefPubMed
22.
go back to reference Morice P, Leary A, Creutzberg C, Abu-Rustum N, Darai E. Endometrial cancer. Lancet. 2016;387(10023):1094–108.CrossRefPubMed Morice P, Leary A, Creutzberg C, Abu-Rustum N, Darai E. Endometrial cancer. Lancet. 2016;387(10023):1094–108.CrossRefPubMed
23.
go back to reference Iglesias ML, Schmidt A, Ghuzlan AA, Lacroix L, Vathaire F, Chevillard S, et al. Radiation exposure and thyroid cancer: a review. Arch Endocrinol Metab. 2017;61(2):180–7.CrossRefPubMedPubMedCentral Iglesias ML, Schmidt A, Ghuzlan AA, Lacroix L, Vathaire F, Chevillard S, et al. Radiation exposure and thyroid cancer: a review. Arch Endocrinol Metab. 2017;61(2):180–7.CrossRefPubMedPubMedCentral
24.
go back to reference Zhao J, Wang H, Zhang Z, Zhou X, Yao J, Zhang R, et al. Vitamin D deficiency as a risk factor for thyroid cancer: a meta-analysis of case-control studies. Nutrition. 2019;57:5–11.CrossRefPubMed Zhao J, Wang H, Zhang Z, Zhou X, Yao J, Zhang R, et al. Vitamin D deficiency as a risk factor for thyroid cancer: a meta-analysis of case-control studies. Nutrition. 2019;57:5–11.CrossRefPubMed
25.
go back to reference Schmid D, Ricci C, Behrens G, Leitzmann MF. Adiposity and risk of thyroid cancer: a systematic review and meta-analysis. Obes Rev. 2015;16(12):1042–54.CrossRefPubMed Schmid D, Ricci C, Behrens G, Leitzmann MF. Adiposity and risk of thyroid cancer: a systematic review and meta-analysis. Obes Rev. 2015;16(12):1042–54.CrossRefPubMed
26.
go back to reference Han MA, Kim JH. Diagnostic X-ray exposure and thyroid cancer risk: systematic review and meta-analysis. Thyroid. 2018;28(2):220–8.CrossRefPubMed Han MA, Kim JH. Diagnostic X-ray exposure and thyroid cancer risk: systematic review and meta-analysis. Thyroid. 2018;28(2):220–8.CrossRefPubMed
27.
go back to reference Cao Y, Wang Z, Gu J, Hu F, Qi Y, Yin Q, et al. Reproductive factors but not hormonal factors associated with thyroid cancer risk: a systematic review and meta-analysis. Biomed Res Int. 2015;2015:103515.CrossRefPubMedPubMedCentral Cao Y, Wang Z, Gu J, Hu F, Qi Y, Yin Q, et al. Reproductive factors but not hormonal factors associated with thyroid cancer risk: a systematic review and meta-analysis. Biomed Res Int. 2015;2015:103515.CrossRefPubMedPubMedCentral
29.
go back to reference Chihara D, Nastoupil LJ, Williams JN, Lee P, Koff JL, Flowers CR. New insights into the epidemiology of non-Hodgkin lymphoma and implications for therapy. Expert Rev Anticancer Ther. 2015;15(5):531–44.CrossRefPubMedPubMedCentral Chihara D, Nastoupil LJ, Williams JN, Lee P, Koff JL, Flowers CR. New insights into the epidemiology of non-Hodgkin lymphoma and implications for therapy. Expert Rev Anticancer Ther. 2015;15(5):531–44.CrossRefPubMedPubMedCentral
30.
go back to reference Sergentanis TN, Zagouri F, Tsilimidos G, Tsagianni A, Tseliou M, Dimopoulos MA, et al. Risk factors for multiple myeloma: a systematic review of meta-analyses. Clin Lymphoma Myeloma Leuk. 2015;15(10):563–77 e1–3.CrossRefPubMed Sergentanis TN, Zagouri F, Tsilimidos G, Tsagianni A, Tseliou M, Dimopoulos MA, et al. Risk factors for multiple myeloma: a systematic review of meta-analyses. Clin Lymphoma Myeloma Leuk. 2015;15(10):563–77 e1–3.CrossRefPubMed
31.
32.
go back to reference Shaw E, Farris M, McNeil J, Friedenreich C. Obesity and endometrial cancer. Recent Results Cancer Res. 2016;208:107–36.CrossRefPubMed Shaw E, Farris M, McNeil J, Friedenreich C. Obesity and endometrial cancer. Recent Results Cancer Res. 2016;208:107–36.CrossRefPubMed
33.
go back to reference van Broekhoven M, de Rooij BH, Pijnenborg JMA, Vos MC, Boll D, Kruitwagen R, et al. Illness perceptions and changes in lifestyle following a gynecological cancer diagnosis: a longitudinal analysis. Gynecol Oncol. 2017;145(2):310–8.CrossRefPubMed van Broekhoven M, de Rooij BH, Pijnenborg JMA, Vos MC, Boll D, Kruitwagen R, et al. Illness perceptions and changes in lifestyle following a gynecological cancer diagnosis: a longitudinal analysis. Gynecol Oncol. 2017;145(2):310–8.CrossRefPubMed
34.
go back to reference Hagger MS, Orbell S. A meta-analytic review of the common-sense model of illness representations. Psychol Health. 2003;18(2):141–84.CrossRef Hagger MS, Orbell S. A meta-analytic review of the common-sense model of illness representations. Psychol Health. 2003;18(2):141–84.CrossRef
35.
go back to reference Dempster M, Howell D, McCorry NK. Illness perceptions and coping in physical health conditions: a meta-analysis. J Psychosom Res. 2015;79(6):506–13.CrossRefPubMed Dempster M, Howell D, McCorry NK. Illness perceptions and coping in physical health conditions: a meta-analysis. J Psychosom Res. 2015;79(6):506–13.CrossRefPubMed
36.
go back to reference Richardson EM, Schuz N, Sanderson K, Scott JL, Schuz B. Illness representations, coping, and illness outcomes in people with cancer: a systematic review and meta-analysis. Psychooncology. 2017;26(6):724–37.CrossRefPubMed Richardson EM, Schuz N, Sanderson K, Scott JL, Schuz B. Illness representations, coping, and illness outcomes in people with cancer: a systematic review and meta-analysis. Psychooncology. 2017;26(6):724–37.CrossRefPubMed
37.
go back to reference Kucukarslan SN. A review of published studies of patients’ illness perceptions and medication adherence: lessons learned and future directions. Res Soc Adm Pharm. 2012;8(5):371–82.CrossRef Kucukarslan SN. A review of published studies of patients’ illness perceptions and medication adherence: lessons learned and future directions. Res Soc Adm Pharm. 2012;8(5):371–82.CrossRef
38.
go back to reference Shahin W, Kennedy GA, Stupans I. The impact of personal and cultural beliefs on medication adherence of patients with chronic illnesses: a systematic review. Patient Prefer Adherence. 2019;13:1019–35.CrossRefPubMedPubMedCentral Shahin W, Kennedy GA, Stupans I. The impact of personal and cultural beliefs on medication adherence of patients with chronic illnesses: a systematic review. Patient Prefer Adherence. 2019;13:1019–35.CrossRefPubMedPubMedCentral
39.
go back to reference Petrie KJ, Cameron LD, Ellis CJ, Buick D, Weinman J. Changing illness perceptions after myocardial infarction: an early intervention randomized controlled trial. Psychosom Med. 2002;64(4):580–6.CrossRefPubMed Petrie KJ, Cameron LD, Ellis CJ, Buick D, Weinman J. Changing illness perceptions after myocardial infarction: an early intervention randomized controlled trial. Psychosom Med. 2002;64(4):580–6.CrossRefPubMed
Metadata
Title
Self-reported causes of cancer among 6881 survivors with 6 tumour types: results from the PROFILES registry
Authors
Carla Vlooswijk
Olga Husson
Simone Oerlemans
Nicole Ezendam
Dounya Schoormans
Belle de Rooij
Floortje Mols
Publication date
01-03-2021
Publisher
Springer US
Published in
Journal of Cancer Survivorship / Issue 1/2023
Print ISSN: 1932-2259
Electronic ISSN: 1932-2267
DOI
https://doi.org/10.1007/s11764-021-00989-w

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