Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2014

Open Access 01-12-2014 | Research

Could baseline health-related quality of life (QoL) predict overall survival in metastatic colorectal cancer? The results of the GERCOR OPTIMOX 1 study

Authors: Momar Diouf, Benoist Chibaudel, Thomas Filleron, Christophe Tournigand, Marine Hug de Larauze, Marie-Line Garcia-Larnicol, Sarah Dumont, Christophe Louvet, Nathalie Perez-Staub, Alexandra Hadengue, Aimery de Gramont, Franck Bonnetain

Published in: Health and Quality of Life Outcomes | Issue 1/2014

Login to get access

Abstract

Background

Health-related quality of life (QoL) has prognostic value in many cancers. A recent study found that the performance of prognostic systems for metastatic colorectal cancer (mCRC) were improvable. We evaluated the independent prognostic value of QoL for overall survival (OS) and its ability to improve two prognostic systems’performance (Köhne and GERCOR models) for patients with mCRC.

Methods

The EQ-5D questionnaire was self-completed before randomization in the OPTIMOX1, a phase III trial comparing two strategies of FOLFOX chemotherapy which included 620 previously untreated mCRC patients recruited from January 2000 to June 2002 from 56 institutions in five countries. The improvement in models’ performance (after addition of QoL) was studied with Harrell’s C-index and the net reclassification improvement.

Results

Of the 620 patients, 249 (40%) completed QoL datasets. The Köhne model could be improved by LDH, mobility and pain/discomfort; the C-index rose from 0.54 to 0.67. The associated NRI for 12-month death was 0.23 [0.05; 0.46]. Mobility and pain/discomfort could be added to the GERCOR model: the C-index varied from 0.63 to 0.68. The NRI for 12 months death was 0.35 [0.12; 0.44].

Conclusions

Mobility and pain dimensions of EQ5D are independent prognostic factors and could be useful for staging and treatment assignment of mCRC patients. Presented at the 2011 ASCO Annual Meeting (#3632).
Appendix
Available only for authorised users
Literature
1.
go back to reference Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D: Global cancer statistics. CA Cancer J Clin 2011, 61: 69–90. 10.3322/caac.20107CrossRefPubMed Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D: Global cancer statistics. CA Cancer J Clin 2011, 61: 69–90. 10.3322/caac.20107CrossRefPubMed
3.
go back to reference Folprecht G, Grothey A, Alberts S, Raab HR, Köhne CH: Neoadjuvant treatment of unresectable colorectal liver metastases: correlation between tumour response and resection rates. Ann Oncol 2005, 16: 1311–1319. 10.1093/annonc/mdi246CrossRefPubMed Folprecht G, Grothey A, Alberts S, Raab HR, Köhne CH: Neoadjuvant treatment of unresectable colorectal liver metastases: correlation between tumour response and resection rates. Ann Oncol 2005, 16: 1311–1319. 10.1093/annonc/mdi246CrossRefPubMed
4.
go back to reference Jessup JM, Gunderson LL, Greene FL, Washington MK, Compton CC, Sobin LH, Minsky B, Goldbert RM, Hamilton SR: Staging System for Colon and Rectal Carcinoma. Ann Surg Oncol 2010, 2011(18):1513–1517. Jessup JM, Gunderson LL, Greene FL, Washington MK, Compton CC, Sobin LH, Minsky B, Goldbert RM, Hamilton SR: Staging System for Colon and Rectal Carcinoma. Ann Surg Oncol 2010, 2011(18):1513–1517.
5.
go back to reference Köhne CH, Cunningham D, Di Constanzo F, Glimelius B, Blijham G, Aranda E, Scheithauer W, Rougier P, Palmer M, Wils J, Baron B, Pignatti F, Schöffski P, Micheel S, Hecker H: Clinical determinants of survival in patients with 5-fluorouracil-based treatment for metastatic colorectal cancer: results of a multivariate analysis of 3825 patients. Ann Oncol 2002, 13(2):308–317. 10.1093/annonc/mdf034CrossRefPubMed Köhne CH, Cunningham D, Di Constanzo F, Glimelius B, Blijham G, Aranda E, Scheithauer W, Rougier P, Palmer M, Wils J, Baron B, Pignatti F, Schöffski P, Micheel S, Hecker H: Clinical determinants of survival in patients with 5-fluorouracil-based treatment for metastatic colorectal cancer: results of a multivariate analysis of 3825 patients. Ann Oncol 2002, 13(2):308–317. 10.1093/annonc/mdf034CrossRefPubMed
6.
go back to reference Chibaudel B, Bonnetain F, Tournigand C, Bengrine-Lefevre L, Teixeira L, Artru P, Desramé J, Larsen AK, André T, Louvet C, de Gramont A: Simplified prognostic model in patients with oxaliplatin-based or irinoecan-based first-line chemotherapy for metastatic colorectal cancer: A GERCOR study. Oncologist 2011, 16(9):1228–1238. 10.1634/theoncologist.2011-0039PubMedCentralCrossRefPubMed Chibaudel B, Bonnetain F, Tournigand C, Bengrine-Lefevre L, Teixeira L, Artru P, Desramé J, Larsen AK, André T, Louvet C, de Gramont A: Simplified prognostic model in patients with oxaliplatin-based or irinoecan-based first-line chemotherapy for metastatic colorectal cancer: A GERCOR study. Oncologist 2011, 16(9):1228–1238. 10.1634/theoncologist.2011-0039PubMedCentralCrossRefPubMed
7.
go back to reference Harrell FE, Lee KL, Mark DB: Tutorial in biostatistics. Multivariable prognostic models issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 1996, 15: 361–387. 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4CrossRefPubMed Harrell FE, Lee KL, Mark DB: Tutorial in biostatistics. Multivariable prognostic models issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 1996, 15: 361–387. 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4CrossRefPubMed
8.
go back to reference Montazeri A: Quality of life data as prognostic indicators of survival in cancer patients: an overview of the literature from 1982 to 2008. Health Qual Life Outcomes 2009, 7: 102. 10.1186/1477-7525-7-102PubMedCentralCrossRefPubMed Montazeri A: Quality of life data as prognostic indicators of survival in cancer patients: an overview of the literature from 1982 to 2008. Health Qual Life Outcomes 2009, 7: 102. 10.1186/1477-7525-7-102PubMedCentralCrossRefPubMed
9.
go back to reference Quinten C, Coens C, Mauer M, Comte S, Sprangers MA, Cleeland C, Osoba D, Bjordal K, Bottomley A, EORTC Clinical Groups: Baseline quality of life as a prognostic indicator of survival: a meta-analysis of individual patient data from EORTC clinical trials. Lancet Oncol 2009, 10: 865–871. 10.1016/S1470-2045(09)70200-1CrossRefPubMed Quinten C, Coens C, Mauer M, Comte S, Sprangers MA, Cleeland C, Osoba D, Bjordal K, Bottomley A, EORTC Clinical Groups: Baseline quality of life as a prognostic indicator of survival: a meta-analysis of individual patient data from EORTC clinical trials. Lancet Oncol 2009, 10: 865–871. 10.1016/S1470-2045(09)70200-1CrossRefPubMed
10.
go back to reference Diouf M, Filleron T, Barbare JC, Fin L, Picard C, Bouché O, Dahan L, Paoletti X, Bonnetain F: The added value of quality of life (QoL) for prognoses of overall survival in patients with palliative hepatocellular carcinoma. J Hepatol 2013, 58: 509–521. 10.1016/j.jhep.2012.11.019CrossRefPubMed Diouf M, Filleron T, Barbare JC, Fin L, Picard C, Bouché O, Dahan L, Paoletti X, Bonnetain F: The added value of quality of life (QoL) for prognoses of overall survival in patients with palliative hepatocellular carcinoma. J Hepatol 2013, 58: 509–521. 10.1016/j.jhep.2012.11.019CrossRefPubMed
11.
go back to reference Braun DP, Gupta D, Grutsch JF, Staren ED: Can changes in health related quality of life scores predict survival in stage III and IV colorectal cancer? Qual Life Res 2011, 9: 62. Braun DP, Gupta D, Grutsch JF, Staren ED: Can changes in health related quality of life scores predict survival in stage III and IV colorectal cancer? Qual Life Res 2011, 9: 62.
12.
go back to reference Efficace F, Innominato PF, Bjarnason G, Coens C, Humblet Y, Tumolo S, Genet D, Tampellini M, Bottomley A, Garufi C, Focan C, Giacchetti S, Lévi F, Chronotherapy Group of the European Organisation for Research and Treatment of Cancer: Validation of patient’s self-reported social functioning as an independent prognostic factor for survival in metastatic colorectal cancer patients: results of an international study by the Chronotherapy Group of the European Organisation for Research and Treatment of Cancer. J Clin Oncol 2008, 26: 2020–2026. 10.1200/JCO.2007.12.3117CrossRefPubMed Efficace F, Innominato PF, Bjarnason G, Coens C, Humblet Y, Tumolo S, Genet D, Tampellini M, Bottomley A, Garufi C, Focan C, Giacchetti S, Lévi F, Chronotherapy Group of the European Organisation for Research and Treatment of Cancer: Validation of patient’s self-reported social functioning as an independent prognostic factor for survival in metastatic colorectal cancer patients: results of an international study by the Chronotherapy Group of the European Organisation for Research and Treatment of Cancer. J Clin Oncol 2008, 26: 2020–2026. 10.1200/JCO.2007.12.3117CrossRefPubMed
13.
go back to reference Tournigand C, Cervantes A, Figer A, Lledo G, Flesch M, Buyse M, Mineur L, Carola E, Etienne PL, Rivera F, Chirivella I, Perez-Staub N, Louvet C, André T, Tabah-Fisch I, de Gramont A: OPTIMOX1: A randomized study of FOLFOX4 or FOLFOX7 with oxaliplatin in a stop-and-go fashion in advanced colorectal cancer—a GERCOR study. J Clin Oncol 2006, 24: 394–400. 10.1200/JCO.2005.03.0106CrossRefPubMed Tournigand C, Cervantes A, Figer A, Lledo G, Flesch M, Buyse M, Mineur L, Carola E, Etienne PL, Rivera F, Chirivella I, Perez-Staub N, Louvet C, André T, Tabah-Fisch I, de Gramont A: OPTIMOX1: A randomized study of FOLFOX4 or FOLFOX7 with oxaliplatin in a stop-and-go fashion in advanced colorectal cancer—a GERCOR study. J Clin Oncol 2006, 24: 394–400. 10.1200/JCO.2005.03.0106CrossRefPubMed
14.
go back to reference Group EQ: EuroQol – a new facility for the measurement of health-related quality of life. Health Policy 1990, 16: 199–208.CrossRef Group EQ: EuroQol – a new facility for the measurement of health-related quality of life. Health Policy 1990, 16: 199–208.CrossRef
15.
go back to reference Schemper M: Predictive accuracy and explained variation. Stat Med 2003, 22: 2299–2308. 10.1002/sim.1486CrossRefPubMed Schemper M: Predictive accuracy and explained variation. Stat Med 2003, 22: 2299–2308. 10.1002/sim.1486CrossRefPubMed
16.
go back to reference Pencina MJ, D’Agostino RB, Steyerberg EW: Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers. Stat Med 2011, 30: 11–21. 10.1002/sim.4085PubMedCentralCrossRefPubMed Pencina MJ, D’Agostino RB, Steyerberg EW: Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers. Stat Med 2011, 30: 11–21. 10.1002/sim.4085PubMedCentralCrossRefPubMed
17.
go back to reference CLARK TG, Altman DG: Developing a prognostic model in presence of missing data: an ovarian cancer study. J Clin Epidemiol 2003, 56: 28–37. 10.1016/S0895-4356(02)00539-5CrossRefPubMed CLARK TG, Altman DG: Developing a prognostic model in presence of missing data: an ovarian cancer study. J Clin Epidemiol 2003, 56: 28–37. 10.1016/S0895-4356(02)00539-5CrossRefPubMed
18.
go back to reference Marshall M, Altman DG, Royston P, Holder RL: Comparaison of techniques for handling missing covariate data within prognostic modelling studies: a simulation study. BMC Med Res Methodol 2010, 10: 7. 10.1186/1471-2288-10-7PubMedCentralCrossRefPubMed Marshall M, Altman DG, Royston P, Holder RL: Comparaison of techniques for handling missing covariate data within prognostic modelling studies: a simulation study. BMC Med Res Methodol 2010, 10: 7. 10.1186/1471-2288-10-7PubMedCentralCrossRefPubMed
19.
go back to reference Van Buuren S, Boshuizen HC, Knook DL: Multiple imputation of missing blood pressure covariates in survival analysis. Stat Med 1999, 18: 681–694. 10.1002/(SICI)1097-0258(19990330)18:6<681::AID-SIM71>3.0.CO;2-RCrossRefPubMed Van Buuren S, Boshuizen HC, Knook DL: Multiple imputation of missing blood pressure covariates in survival analysis. Stat Med 1999, 18: 681–694. 10.1002/(SICI)1097-0258(19990330)18:6<681::AID-SIM71>3.0.CO;2-RCrossRefPubMed
20.
go back to reference Marshall M, Altman DG, Holder RL, Royston P: Combining estimates of interest in prognostic modelling studies after multiple imputation: current practice and guidelines. BMC Med Res Methodol 2009, 9: 57. 10.1186/1471-2288-9-57PubMedCentralCrossRefPubMed Marshall M, Altman DG, Holder RL, Royston P: Combining estimates of interest in prognostic modelling studies after multiple imputation: current practice and guidelines. BMC Med Res Methodol 2009, 9: 57. 10.1186/1471-2288-9-57PubMedCentralCrossRefPubMed
21.
go back to reference Tournoux-Facon C, Paoletti X, Barbare JC, Bouché O, Rougier P, Dahan L, Lombard-Bohas C, Faroux R, Raoul JL, Bedenne L, Bonnetain F: Development and validation of a new prognostic score of death for patients with hepatocellular carcinoma in palliative setting. J Hepatol 2011, 54(1):108–114. 10.1016/j.jhep.2010.06.015CrossRefPubMed Tournoux-Facon C, Paoletti X, Barbare JC, Bouché O, Rougier P, Dahan L, Lombard-Bohas C, Faroux R, Raoul JL, Bedenne L, Bonnetain F: Development and validation of a new prognostic score of death for patients with hepatocellular carcinoma in palliative setting. J Hepatol 2011, 54(1):108–114. 10.1016/j.jhep.2010.06.015CrossRefPubMed
22.
go back to reference Kaplan EL, Meier P: Non parametric estimation from incomplete observations. J Am Stat Assoc 1958, 53: 457–481. 10.1080/01621459.1958.10501452CrossRef Kaplan EL, Meier P: Non parametric estimation from incomplete observations. J Am Stat Assoc 1958, 53: 457–481. 10.1080/01621459.1958.10501452CrossRef
23.
go back to reference Mauer M, Bottomley A, Coens C, Gotay C: Prognostic factor analysis of health-related quality of life data in cancer: statistical methodological evaluation. Expert Rev Pharmacoecon Outcomes Res 2008, 8(2):179–196. 10.1586/14737167.8.2.179CrossRefPubMed Mauer M, Bottomley A, Coens C, Gotay C: Prognostic factor analysis of health-related quality of life data in cancer: statistical methodological evaluation. Expert Rev Pharmacoecon Outcomes Res 2008, 8(2):179–196. 10.1586/14737167.8.2.179CrossRefPubMed
24.
go back to reference Vach W, Blettner M: Missing data in epidemiologic studies. In Encyclopedia of Biostatistics. New York: John Wiley & Sons; 1998:2641–2654. Vach W, Blettner M: Missing data in epidemiologic studies. In Encyclopedia of Biostatistics. New York: John Wiley & Sons; 1998:2641–2654.
25.
go back to reference Moons KGM, Royston P, Vergouwe Y, Grobbee DE, Altman DG: Prognosis and prognostic research: what, why, and how? Br Med J 2009, 338: b375. 1317–1320 10.1136/bmj.b375CrossRef Moons KGM, Royston P, Vergouwe Y, Grobbee DE, Altman DG: Prognosis and prognostic research: what, why, and how? Br Med J 2009, 338: b375. 1317–1320 10.1136/bmj.b375CrossRef
Metadata
Title
Could baseline health-related quality of life (QoL) predict overall survival in metastatic colorectal cancer? The results of the GERCOR OPTIMOX 1 study
Authors
Momar Diouf
Benoist Chibaudel
Thomas Filleron
Christophe Tournigand
Marine Hug de Larauze
Marie-Line Garcia-Larnicol
Sarah Dumont
Christophe Louvet
Nathalie Perez-Staub
Alexandra Hadengue
Aimery de Gramont
Franck Bonnetain
Publication date
01-12-2014
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2014
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/1477-7525-12-69

Other articles of this Issue 1/2014

Health and Quality of Life Outcomes 1/2014 Go to the issue