Skip to main content
Erschienen in: Quality of Life Research 7/2012

01.09.2012

Mapping the cancer-specific EORTC QLQ-C30 and EORTC QLQ-BR23 to the generic EQ-5D in metastatic breast cancer patients

verfasst von: Eun-ju Kim, Su-Kyoung Ko, Hye-Young Kang

Erschienen in: Quality of Life Research | Ausgabe 7/2012

Einloggen, um Zugang zu erhalten

Abstract

Purpose

To develop a mapping algorithm for a conversion of the EORTC QLQ-C30 and EORTC QLQ BR-23 into the EQ-5D-derived utilities in metastatic breast cancer (MBC) patients.

Methods

We enrolled 199 patients with MBC from four leading Korean hospitals in 2009. EQ-5D utility, cancer-specific (QLQ-C30) and breast cancer-specific quality of life data (QLQ-BR23) and selected clinical and demographic information were collected from the study participants. Ordinary least squares regression models were used to model the EQ-5D using QLQ-C30 and QLQ-BR23 scale scores. To select the best model specification, six different sets of explanatory variables were compared.

Result

Regression analysis with the multiitem scale scores of QLQ-C30 was the best-performing model, explaining for 48.7% of the observed EQ-5D variation. Its mean absolute error between the observed and predicted EQ-5D utilities (0.092) and relative prediction error (2.784%) was among the smallest. Also, this mapping model showed the least systematic errors according to disease severity.

Conclusions

The mapping algorithms developed have good predictive validity, and therefore, they enable researchers to translate cancer-specific health-related quality of life measures to the preference-adjusted health status of MBC patients.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Kontodimopoulos, N., Aletras, V. H., Paliouras, D., & Niakas, D. (2009). Mapping the cancer-specific EORTC QLQ-C30 to the preference-based EQ-5D, SF-6D, and 15 D instruments. Value in Health, 12(8), 1151–1157.PubMedCrossRef Kontodimopoulos, N., Aletras, V. H., Paliouras, D., & Niakas, D. (2009). Mapping the cancer-specific EORTC QLQ-C30 to the preference-based EQ-5D, SF-6D, and 15 D instruments. Value in Health, 12(8), 1151–1157.PubMedCrossRef
2.
Zurück zum Zitat Patrick, D. L., & Deyo, R. A. (1989). Generic and disease-specific measures in assessing health status and quality of life. Medical Care, 27(Supp l), S217–S232.PubMedCrossRef Patrick, D. L., & Deyo, R. A. (1989). Generic and disease-specific measures in assessing health status and quality of life. Medical Care, 27(Supp l), S217–S232.PubMedCrossRef
3.
Zurück zum Zitat Rivero-Arias, O., Quellet, M., Gray, A., Wolstenhome, J., Rothwell, P. M., & Luengo-Fernandez, R. (2009). Mapping the modified rankin scale (mRS) measurement into the generic EuroQol (EQ-5D) health outcome. Medical Decision Making, 30(3), 341–354.PubMedCrossRef Rivero-Arias, O., Quellet, M., Gray, A., Wolstenhome, J., Rothwell, P. M., & Luengo-Fernandez, R. (2009). Mapping the modified rankin scale (mRS) measurement into the generic EuroQol (EQ-5D) health outcome. Medical Decision Making, 30(3), 341–354.PubMedCrossRef
4.
Zurück zum Zitat Cheung, Y. B., Tan, L. C. S., Lau, P. N., Au, W. L., & Luo, N. (2008). Mapping the eight-item Parkinson’s Disease Questionnaire (PDQ-8) to the EQ-5D utility index. Quality of Life Research, 17, 1173–1181.PubMedCrossRef Cheung, Y. B., Tan, L. C. S., Lau, P. N., Au, W. L., & Luo, N. (2008). Mapping the eight-item Parkinson’s Disease Questionnaire (PDQ-8) to the EQ-5D utility index. Quality of Life Research, 17, 1173–1181.PubMedCrossRef
5.
Zurück zum Zitat Bottomley, A., & Aaronson, N. K. (2007). International perspective on health-related quality-of-life research in cancer clinical trials: The European Organization for Research and Treatment of Cancer experience. Journal of Clinical Oncology, 25(32), 5082–5086.PubMedCrossRef Bottomley, A., & Aaronson, N. K. (2007). International perspective on health-related quality-of-life research in cancer clinical trials: The European Organization for Research and Treatment of Cancer experience. Journal of Clinical Oncology, 25(32), 5082–5086.PubMedCrossRef
6.
Zurück zum Zitat Aaronson, N. K., Ahmedzai, S., Bergman, B., et al. (1993). The European organization for research and treatment of cancer QLQ C-30: A quality-of-life instrument for use in international clinical trials in oncology. Journal of the National Cancer Institute, 85(6), 365–376.PubMedCrossRef Aaronson, N. K., Ahmedzai, S., Bergman, B., et al. (1993). The European organization for research and treatment of cancer QLQ C-30: A quality-of-life instrument for use in international clinical trials in oncology. Journal of the National Cancer Institute, 85(6), 365–376.PubMedCrossRef
7.
Zurück zum Zitat McKenzie, L., & Pol, M. (2009). Mapping the EORTC QLQ C-30 onto the EQ-5D instrument: The potential to estimate QALYs without generic preference data. Value in Health, 12(1), 167–171.PubMedCrossRef McKenzie, L., & Pol, M. (2009). Mapping the EORTC QLQ C-30 onto the EQ-5D instrument: The potential to estimate QALYs without generic preference data. Value in Health, 12(1), 167–171.PubMedCrossRef
8.
Zurück zum Zitat Wu, E. Q., Mulani, P., Farrell, M. H., & Sleep, D. (2007). Mapping FACT-P and EORTC QLQ-C30 to patient health status measured by EQ-5D in metastatic hormone-refractory prostate cancer patients. Value in Health, 10(5), 408–414.PubMedCrossRef Wu, E. Q., Mulani, P., Farrell, M. H., & Sleep, D. (2007). Mapping FACT-P and EORTC QLQ-C30 to patient health status measured by EQ-5D in metastatic hormone-refractory prostate cancer patients. Value in Health, 10(5), 408–414.PubMedCrossRef
9.
Zurück zum Zitat Crott, R., & Briggs, A. (2010). Mapping the QLQ-C30 quality of life cancer questionnaire to EQ-5D patient preferences. The European Journal of Health Economics, 11(4), 427–434.PubMedCrossRef Crott, R., & Briggs, A. (2010). Mapping the QLQ-C30 quality of life cancer questionnaire to EQ-5D patient preferences. The European Journal of Health Economics, 11(4), 427–434.PubMedCrossRef
12.
Zurück zum Zitat Fayers, P. M., Aaronson, N. K., Bjordal, K., Curan, D., & Groenvold, M. (1999). On behalf of EORTC quality of life study group. EORTC QLQ-C30 scoring manual (2nd ed.). Brussels: EORTC. Fayers, P. M., Aaronson, N. K., Bjordal, K., Curan, D., & Groenvold, M. (1999). On behalf of EORTC quality of life study group. EORTC QLQ-C30 scoring manual (2nd ed.). Brussels: EORTC.
13.
Zurück zum Zitat Sprangers, M. A. G., Groenvold, M., Arraras, J. I., et al. (1996). the EORTC breast cancer-specific quality-of-life questionnaire module: First results from a three-country field study. Journal of Clinical Oncology, 14(10), 2756–2768.PubMed Sprangers, M. A. G., Groenvold, M., Arraras, J. I., et al. (1996). the EORTC breast cancer-specific quality-of-life questionnaire module: First results from a three-country field study. Journal of Clinical Oncology, 14(10), 2756–2768.PubMed
15.
Zurück zum Zitat Lee, Y. K., Nam, H. S., Chuang, L. H., et al. (2009). South Korean time trade-off values for EQ-5D health states: Modeling with observed values for 101 health states. Value in Health, 12(8), 1187–1193.PubMedCrossRef Lee, Y. K., Nam, H. S., Chuang, L. H., et al. (2009). South Korean time trade-off values for EQ-5D health states: Modeling with observed values for 101 health states. Value in Health, 12(8), 1187–1193.PubMedCrossRef
16.
Zurück zum Zitat Borras, J. M., Sanchez-Hernandez, A., Navarro, M., et al. (2001). Compliance, satisfaction, and quality of life of patients with colorectal cancer receiving home chemotherapy or outpatient treatment: A randomized controlled trial. British Medical Journal, 322, 1–5.CrossRef Borras, J. M., Sanchez-Hernandez, A., Navarro, M., et al. (2001). Compliance, satisfaction, and quality of life of patients with colorectal cancer receiving home chemotherapy or outpatient treatment: A randomized controlled trial. British Medical Journal, 322, 1–5.CrossRef
17.
Zurück zum Zitat World Health Organization. (1980). WHO handbook for reporting results of cancer treatment. Neoplasma, 20, 37–46. World Health Organization. (1980). WHO handbook for reporting results of cancer treatment. Neoplasma, 20, 37–46.
18.
Zurück zum Zitat Dakin, H., Petrou, S., Haggard, M., Benge, S., & Williamson, I. (2010). Mapping analyses to estimate health utilities based on responses to the OM8–30 otitis media questionnaire. Quality of Life Research, 19(1), 65–80.PubMedCrossRef Dakin, H., Petrou, S., Haggard, M., Benge, S., & Williamson, I. (2010). Mapping analyses to estimate health utilities based on responses to the OM8–30 otitis media questionnaire. Quality of Life Research, 19(1), 65–80.PubMedCrossRef
19.
Zurück zum Zitat Versteegh, M. M., Rowen, D., Brazier, J. B., & Stolk, E. A. (2010). Mapping onto EQ-5 D for patients in poor health. Health and Quality of Life Outcomes, 8, 141.PubMedCrossRef Versteegh, M. M., Rowen, D., Brazier, J. B., & Stolk, E. A. (2010). Mapping onto EQ-5 D for patients in poor health. Health and Quality of Life Outcomes, 8, 141.PubMedCrossRef
20.
Zurück zum Zitat Brazier, J. E., Yang, Y., Tsuchiya, A., & Rowen, D. L. (2009). A review of studies mapping (or cross walking) non-preference based measures of health to generic preference-based measures. European Journal of Health Economics, 2010(11), 215–225. Brazier, J. E., Yang, Y., Tsuchiya, A., & Rowen, D. L. (2009). A review of studies mapping (or cross walking) non-preference based measures of health to generic preference-based measures. European Journal of Health Economics, 2010(11), 215–225.
21.
Zurück zum Zitat Rowen, D., Brazier, J., & Roberts, J. (2009). Mapping SF-36 onto the EQ-5 D index: How reliable is the relationship? Health and Quality of Life Outcomes, 7, 27.PubMedCrossRef Rowen, D., Brazier, J., & Roberts, J. (2009). Mapping SF-36 onto the EQ-5 D index: How reliable is the relationship? Health and Quality of Life Outcomes, 7, 27.PubMedCrossRef
22.
Zurück zum Zitat Sauerland, S., Weiner, S., Dolezalova, K., Angrisani, L., Noguera, C. M., Garcia-Caballero, M., et al. (2009). Mapping utility scores from a disease-specific quality-of-life measure in Bariatric surgery patients. Value in Health, 12(2), 364–370.PubMedCrossRef Sauerland, S., Weiner, S., Dolezalova, K., Angrisani, L., Noguera, C. M., Garcia-Caballero, M., et al. (2009). Mapping utility scores from a disease-specific quality-of-life measure in Bariatric surgery patients. Value in Health, 12(2), 364–370.PubMedCrossRef
23.
Zurück zum Zitat Vittinghoff, E., Shiboski, S. C., Glidden, D. V., McCulloch, C. E. (2005). Regression methods in biostatistics: Linear, logistic, survival, and repeated measures models (Chap. 5, pp. 147–148). New York: Springer Science+Business Media, Inc. Vittinghoff, E., Shiboski, S. C., Glidden, D. V., McCulloch, C. E. (2005). Regression methods in biostatistics: Linear, logistic, survival, and repeated measures models (Chap. 5, pp. 147–148). New York: Springer Science+Business Media, Inc.
24.
Zurück zum Zitat SAS/STAT(R) 9.2 (2009). User’s Guide (2nd ed.), (Chap. 4, pp. 98). Cary, North Carolina, USA: SAS Institute Inc. SAS/STAT(R) 9.2 (2009). User’s Guide (2nd ed.), (Chap. 4, pp. 98). Cary, North Carolina, USA: SAS Institute Inc.
25.
Zurück zum Zitat Korea Center for Disease Control and Prevention. (2007). The Korea national health and nutrition examination survey (KNHANES IV). Seoul: Korea Ministry of Health, Welfare, and Family Affairs, p. 290. Korea Center for Disease Control and Prevention. (2007). The Korea national health and nutrition examination survey (KNHANES IV). Seoul: Korea Ministry of Health, Welfare, and Family Affairs, p. 290.
Metadaten
Titel
Mapping the cancer-specific EORTC QLQ-C30 and EORTC QLQ-BR23 to the generic EQ-5D in metastatic breast cancer patients
verfasst von
Eun-ju Kim
Su-Kyoung Ko
Hye-Young Kang
Publikationsdatum
01.09.2012
Verlag
Springer Netherlands
Erschienen in
Quality of Life Research / Ausgabe 7/2012
Print ISSN: 0962-9343
Elektronische ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-011-0037-y

Weitere Artikel der Ausgabe 7/2012

Quality of Life Research 7/2012 Zur Ausgabe