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Published in: Systematic Reviews 1/2013

Open Access 01-12-2013 | Protocol

Predicting OptimaL cAncer RehabIlitation and Supportive care (POLARIS): rationale and design for meta-analyses of individual patient data of randomized controlled trials that evaluate the effect of physical activity and psychosocial interventions on health-related quality of life in cancer survivors

Authors: Laurien M Buffart, Joeri Kalter, Mai JM Chinapaw, Martijn W Heymans, Neil K Aaronson, Kerry S Courneya, Paul B Jacobsen, Robert U Newton, Irma M Verdonck-de Leeuw, Johannes Brug

Published in: Systematic Reviews | Issue 1/2013

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Abstract

Background

Effective interventions to improve quality of life of cancer survivors are essential. Numerous randomized controlled trials have evaluated the effects of physical activity or psychosocial interventions on health-related quality of life of cancer survivors, with generally small sample sizes and modest effects. Better targeted interventions may result in larger effects. To realize such targeted interventions, we must determine which interventions that are presently available work for which patients, and what the underlying mechanisms are (that is, the moderators and mediators of physical activity and psychosocial interventions). Individual patient data meta-analysis has been described as the ‘gold standard’ of systematic review methodology. Instead of extracting aggregate data from study reports or from authors, the original research data are sought directly from the investigators. Individual patient data meta-analyses allow for adequate statistical analysis of intervention effects and moderators of such effects.
Here, we report the rationale and design of the Predicting OptimaL cAncer RehabIlitation and Supportive care (POLARIS) Consortium. The primary aim of POLARIS is 1) to conduct meta-analyses based on individual patient data to evaluate the effect of physical activity and psychosocial interventions on the health-related quality of life of cancer survivors; 2) to identify important demographic, clinical, personal, or intervention-related moderators of the effect; and 3) to build and validate clinical prediction models identifying the most relevant predictors of intervention success.

Methods/Design

We will invite investigators of randomized controlled trials that evaluate the effects of physical activity and/or psychosocial interventions on health-related quality of life compared with a wait-list, usual care or attention control group among adult cancer survivors to join the POLARIS consortium and share their data for use in pooled analyses that will address the proposed aims. We are in the process of identifying eligible randomized controlled trials through literature searches in four databases. To date, we have identified 132 eligible and unique trials.

Discussion

The POLARIS consortium will conduct the first individual patient data meta-analyses in order to generate evidence essential to targeting physical activity and psychosocial programs to the individual survivor’s characteristics, capabilities, and preferences.

Registration

PROSPERO: International prospective register of systematic reviews, CRD42013003805
Appendix
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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.20107.CrossRefPubMed 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.20107.CrossRefPubMed
3.
go back to reference Courneya KS, Friedenreich CM: Physical exercise and quality of life following cancer diagnosis: a literature review. Ann Behav Med. 1999, 21: 171-179. 10.1007/BF02908298.CrossRefPubMed Courneya KS, Friedenreich CM: Physical exercise and quality of life following cancer diagnosis: a literature review. Ann Behav Med. 1999, 21: 171-179. 10.1007/BF02908298.CrossRefPubMed
4.
go back to reference Courneya KS: Exercise in cancer survivors: an overview of research. Med Sci Sports Exerc. 2003, 35: 1846-1852. 10.1249/01.MSS.0000093622.41587.B6.CrossRefPubMed Courneya KS: Exercise in cancer survivors: an overview of research. Med Sci Sports Exerc. 2003, 35: 1846-1852. 10.1249/01.MSS.0000093622.41587.B6.CrossRefPubMed
5.
go back to reference Curt GA, Breitbart W, Cella D, Groopman JE, Horning SJ, Itri LM, Johnson DH, Miaskowski C, Scherr SL, Portenoy RK, Vogelzang NJ: Impact of cancer-related fatigue on the lives of patients: new findings from the Fatigue Coalition. Oncologist. 2000, 5: 353-360. 10.1634/theoncologist.5-5-353.CrossRefPubMed Curt GA, Breitbart W, Cella D, Groopman JE, Horning SJ, Itri LM, Johnson DH, Miaskowski C, Scherr SL, Portenoy RK, Vogelzang NJ: Impact of cancer-related fatigue on the lives of patients: new findings from the Fatigue Coalition. Oncologist. 2000, 5: 353-360. 10.1634/theoncologist.5-5-353.CrossRefPubMed
6.
go back to reference Dimeo FC: Effects of exercise on cancer-related fatigue. Cancer. 2001, 92: 1689-1693. 10.1002/1097-0142(20010915)92:6+<1689::AID-CNCR1498>3.0.CO;2-H.CrossRefPubMed Dimeo FC: Effects of exercise on cancer-related fatigue. Cancer. 2001, 92: 1689-1693. 10.1002/1097-0142(20010915)92:6+<1689::AID-CNCR1498>3.0.CO;2-H.CrossRefPubMed
7.
go back to reference Gandek B, Sinclair SJ, Kosinski M, Ware JE: Psychometric evaluation of the SF-36 health survey in Medicare managed care. Health Care Financ Rev. 2004, 25: 5-25.PubMedPubMedCentral Gandek B, Sinclair SJ, Kosinski M, Ware JE: Psychometric evaluation of the SF-36 health survey in Medicare managed care. Health Care Financ Rev. 2004, 25: 5-25.PubMedPubMedCentral
8.
go back to reference McHorney CA: Health status assessment methods for adults: past accomplishments and future challenges. Annu Rev Public Health. 1999, 20: 309-335. 10.1146/annurev.publhealth.20.1.309.CrossRefPubMed McHorney CA: Health status assessment methods for adults: past accomplishments and future challenges. Annu Rev Public Health. 1999, 20: 309-335. 10.1146/annurev.publhealth.20.1.309.CrossRefPubMed
9.
go back to reference Duijts SF, Faber MM, Oldenburg HS, van Beurden M, Aaronson NK: Effectiveness of behavioral techniques and physical exercise on psychosocial functioning and health-related quality of life in breast cancer patients and survivors–a meta-analysis. Psychooncology. 2011, 20: 115-126. 10.1002/pon.1728.CrossRefPubMed Duijts SF, Faber MM, Oldenburg HS, van Beurden M, Aaronson NK: Effectiveness of behavioral techniques and physical exercise on psychosocial functioning and health-related quality of life in breast cancer patients and survivors–a meta-analysis. Psychooncology. 2011, 20: 115-126. 10.1002/pon.1728.CrossRefPubMed
10.
go back to reference Speck RM, Courneya KS, Masse LC, Duval S, Schmitz KH: An update of controlled physical activity trials in cancer survivors: a systematic review and meta-analysis. J Cancer Surviv. 2010, 4: 87-100. 10.1007/s11764-009-0110-5.CrossRefPubMed Speck RM, Courneya KS, Masse LC, Duval S, Schmitz KH: An update of controlled physical activity trials in cancer survivors: a systematic review and meta-analysis. J Cancer Surviv. 2010, 4: 87-100. 10.1007/s11764-009-0110-5.CrossRefPubMed
11.
go back to reference Mishra SI, Scherer RW, Snyder C, Geigle PM, Berlanstein DR, Topaloglu O: Exercise interventions on health-related quality of life for people with cancer during active treatment. Cochrane Database Syst Rev. 2012, 8: CD008465-PubMed Mishra SI, Scherer RW, Snyder C, Geigle PM, Berlanstein DR, Topaloglu O: Exercise interventions on health-related quality of life for people with cancer during active treatment. Cochrane Database Syst Rev. 2012, 8: CD008465-PubMed
12.
go back to reference Mishra SI, Scherer RW, Geigle PM, Berlanstein DR, Topaloglu O, Gotay CC, Snyder C: Exercise interventions on health-related quality of life for cancer survivors. Cochrane Database Syst Rev. 2012, 8: CD007566-PubMed Mishra SI, Scherer RW, Geigle PM, Berlanstein DR, Topaloglu O, Gotay CC, Snyder C: Exercise interventions on health-related quality of life for cancer survivors. Cochrane Database Syst Rev. 2012, 8: CD007566-PubMed
13.
go back to reference Kraemer HC, Wilson GT, Fairburn CG, Agras WS: Mediators and moderators of treatment effects in randomized clinical trials. Arch Gen Psychiatry. 2002, 59: 877-883. 10.1001/archpsyc.59.10.877.CrossRefPubMed Kraemer HC, Wilson GT, Fairburn CG, Agras WS: Mediators and moderators of treatment effects in randomized clinical trials. Arch Gen Psychiatry. 2002, 59: 877-883. 10.1001/archpsyc.59.10.877.CrossRefPubMed
14.
go back to reference Carmack Taylor CL, de Moor C, Basen-Engquist K, Smith MA, Dunn AL, Badr H, Pettaway C, Gritz ER: Moderator analyses of participants in the active for life after cancer trial: implications for physical activity group intervention studies. Ann Behav Med. 2007, 30: 115-129. 10.1007/s10865-006-9087-y.CrossRef Carmack Taylor CL, de Moor C, Basen-Engquist K, Smith MA, Dunn AL, Badr H, Pettaway C, Gritz ER: Moderator analyses of participants in the active for life after cancer trial: implications for physical activity group intervention studies. Ann Behav Med. 2007, 30: 115-129. 10.1007/s10865-006-9087-y.CrossRef
15.
go back to reference Courneya KS, McKenzie DC, Mackey JR, Gelmon K, Reid RD, Friedenreich CM, Ladha AB, Proulx C, Vallance JK, Lane K, Yasui Y, Segal RJ: Moderators of the effects of exercise training in breast cancer patients receiving chemotherapy: a randomized controlled trial. Cancer. 2008, 112: 1845-1853. 10.1002/cncr.23379.CrossRefPubMed Courneya KS, McKenzie DC, Mackey JR, Gelmon K, Reid RD, Friedenreich CM, Ladha AB, Proulx C, Vallance JK, Lane K, Yasui Y, Segal RJ: Moderators of the effects of exercise training in breast cancer patients receiving chemotherapy: a randomized controlled trial. Cancer. 2008, 112: 1845-1853. 10.1002/cncr.23379.CrossRefPubMed
16.
go back to reference Courneya KS, Sellar CM, Stevinson C, McNeely ML, Friedenreich CM, Peddle CJ, Basi S, Chua N, Tankel K, Mazurek A, Reiman T: Moderator effects in a randomized controlled trial of exercise training in lymphoma patients. Cancer Epidemiol Biomarkers Prev. 2009, 18: 2600-2607. 10.1158/1055-9965.EPI-09-0504.CrossRefPubMed Courneya KS, Sellar CM, Stevinson C, McNeely ML, Friedenreich CM, Peddle CJ, Basi S, Chua N, Tankel K, Mazurek A, Reiman T: Moderator effects in a randomized controlled trial of exercise training in lymphoma patients. Cancer Epidemiol Biomarkers Prev. 2009, 18: 2600-2607. 10.1158/1055-9965.EPI-09-0504.CrossRefPubMed
17.
go back to reference Helgeson VS, Lepore SJ, Eton DT: Moderators of the benefits of psychoeducational interventions for men with prostate cancer. Health Psychol. 2006, 25: 348-354.CrossRefPubMedPubMedCentral Helgeson VS, Lepore SJ, Eton DT: Moderators of the benefits of psychoeducational interventions for men with prostate cancer. Health Psychol. 2006, 25: 348-354.CrossRefPubMedPubMedCentral
18.
go back to reference Scheier MF, Helgeson VS, Schulz R, Colvin S, Berga SL, Knapp J, Gerszten K: Moderators of interventions designed to enhance physical and psychological functioning among younger women with early-stage breast cancer. J Clin Oncol. 2007, 25: 5710-5714. 10.1200/JCO.2007.11.7093.CrossRefPubMed Scheier MF, Helgeson VS, Schulz R, Colvin S, Berga SL, Knapp J, Gerszten K: Moderators of interventions designed to enhance physical and psychological functioning among younger women with early-stage breast cancer. J Clin Oncol. 2007, 25: 5710-5714. 10.1200/JCO.2007.11.7093.CrossRefPubMed
19.
go back to reference Buffart LM, De Backer IC, Schep G, Vreugdenhil A, Brug J, Chinapaw MJ: Fatigue mediates the relationship between physical fitness and quality of life in cancer survivors. J Sci Med Sport. 2013, 16: 99-104. 10.1016/j.jsams.2012.05.014.CrossRefPubMed Buffart LM, De Backer IC, Schep G, Vreugdenhil A, Brug J, Chinapaw MJ: Fatigue mediates the relationship between physical fitness and quality of life in cancer survivors. J Sci Med Sport. 2013, 16: 99-104. 10.1016/j.jsams.2012.05.014.CrossRefPubMed
20.
go back to reference Schwartz AL: Fatigue mediates the effects of exercise on quality of life. Qual Life Res. 1999, 8: 529-538. 10.1023/A:1008978611274.CrossRefPubMed Schwartz AL: Fatigue mediates the effects of exercise on quality of life. Qual Life Res. 1999, 8: 529-538. 10.1023/A:1008978611274.CrossRefPubMed
21.
go back to reference Teramukai S, Matsuyama Y, Mizuno S, Sakamoto J: Individual patient-level and study-level meta-analysis for investigating modifiers of treatment effect. Jpn J Clin Oncol. 2004, 34: 717-721. 10.1093/jjco/hyh138.CrossRefPubMed Teramukai S, Matsuyama Y, Mizuno S, Sakamoto J: Individual patient-level and study-level meta-analysis for investigating modifiers of treatment effect. Jpn J Clin Oncol. 2004, 34: 717-721. 10.1093/jjco/hyh138.CrossRefPubMed
23.
go back to reference Phillips RS, Sutton AJ, Riley RD, Chisholm JC, Picton SV, Stewart LA: Predicting infectious complications in neutropenic children and young people with cancer (IPD protocol). Syst Rev. 2012, 1: 8-10.1186/2046-4053-1-8.CrossRefPubMedPubMedCentral Phillips RS, Sutton AJ, Riley RD, Chisholm JC, Picton SV, Stewart LA: Predicting infectious complications in neutropenic children and young people with cancer (IPD protocol). Syst Rev. 2012, 1: 8-10.1186/2046-4053-1-8.CrossRefPubMedPubMedCentral
24.
go back to reference Riley RD, Lambert PC, Abo-Zaid G: Meta-analysis of individual participant data: rationale, conduct, and reporting. BMJ. 2010, 340: c221-10.1136/bmj.c221.CrossRefPubMed Riley RD, Lambert PC, Abo-Zaid G: Meta-analysis of individual participant data: rationale, conduct, and reporting. BMJ. 2010, 340: c221-10.1136/bmj.c221.CrossRefPubMed
25.
go back to reference Cunningham AJ: Group psychological therapy for cancer patients. A brief discussion of indications for its use, and the range of interventions available. Support Care Cancer. 1995, 3: 244-247.PubMed Cunningham AJ: Group psychological therapy for cancer patients. A brief discussion of indications for its use, and the range of interventions available. Support Care Cancer. 1995, 3: 244-247.PubMed
26.
go back to reference Caspersen CJ, Powell KE, Christenson GM: Physical activity, exercise, and physical fitness: definitions and distinctions for health-related research. Public Health Rep. 1985, 100: 126-131.PubMedPubMedCentral Caspersen CJ, Powell KE, Christenson GM: Physical activity, exercise, and physical fitness: definitions and distinctions for health-related research. Public Health Rep. 1985, 100: 126-131.PubMedPubMedCentral
27.
go back to reference Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, de Haes JC: The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst. 1993, 85: 365-376. 10.1093/jnci/85.5.365.CrossRefPubMed Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, de Haes JC: The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst. 1993, 85: 365-376. 10.1093/jnci/85.5.365.CrossRefPubMed
28.
go back to reference Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care. 1992, 30: 473-483. 10.1097/00005650-199206000-00002.CrossRefPubMed Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care. 1992, 30: 473-483. 10.1097/00005650-199206000-00002.CrossRefPubMed
29.
go back to reference Ware JE, Kosinski M, Keller SD: How to score the SF-12 physical and mental summary scales. 1995, Boston, MA: The Health Institute, New England Medical Center Ware JE, Kosinski M, Keller SD: How to score the SF-12 physical and mental summary scales. 1995, Boston, MA: The Health Institute, New England Medical Center
30.
go back to reference Webster K, Cella D, Yost K: The Functional Assessment of Chronic Illness Therapy (FACIT) Measurement System: properties, applications, and interpretation. Health Qual Life Outcomes. 2003, 1: 79-10.1186/1477-7525-1-79.CrossRefPubMedPubMedCentral Webster K, Cella D, Yost K: The Functional Assessment of Chronic Illness Therapy (FACIT) Measurement System: properties, applications, and interpretation. Health Qual Life Outcomes. 2003, 1: 79-10.1186/1477-7525-1-79.CrossRefPubMedPubMedCentral
31.
go back to reference Cella DF, Tulsky DS, Gray G, Sarafian B, Linn E, Bonomi A, Silberman M, Yellen SB, Winicour P, Brannon J: The functional assessment of cancer therapy scale: development and validation of the general measure. J Clin Oncol. 1993, 11: 570-579.PubMed Cella DF, Tulsky DS, Gray G, Sarafian B, Linn E, Bonomi A, Silberman M, Yellen SB, Winicour P, Brannon J: The functional assessment of cancer therapy scale: development and validation of the general measure. J Clin Oncol. 1993, 11: 570-579.PubMed
32.
go back to reference Rabin R, de Charro F: EQ-5D: a measure of health status from the EuroQol Group. Ann Med. 2001, 33: 337-343. 10.3109/07853890109002087.CrossRefPubMed Rabin R, de Charro F: EQ-5D: a measure of health status from the EuroQol Group. Ann Med. 2001, 33: 337-343. 10.3109/07853890109002087.CrossRefPubMed
33.
go back to reference Aguinis H: Regression Analysis for Categorical Moderators. 2004, New York: The Guilford Press Aguinis H: Regression Analysis for Categorical Moderators. 2004, New York: The Guilford Press
34.
go back to reference Laupacis A, Sekar N, Stiell IG: Clinical prediction rules. A review and suggested modifications of methodological standards. JAMA. 1997, 277: 488-494. 10.1001/jama.1997.03540300056034.CrossRefPubMed Laupacis A, Sekar N, Stiell IG: Clinical prediction rules. A review and suggested modifications of methodological standards. JAMA. 1997, 277: 488-494. 10.1001/jama.1997.03540300056034.CrossRefPubMed
35.
go back to reference Steyerberg EW: Clinical Prediction Models. A Practical Approach to Development, Validation, and Updating, 1st edn. 2009, New York: Springer Steyerberg EW: Clinical Prediction Models. A Practical Approach to Development, Validation, and Updating, 1st edn. 2009, New York: Springer
36.
go back to reference Schellingerhout JM, Verhagen AP, Heymans MW, Pool JJ, Vonk F, Koes BW: Which subgroups of patients with non-specific neck pain are more likely to benefit from spinal manipulation therapy, physiotherapy, or usual care?. Pain. 2008, 139: 670-680. 10.1016/j.pain.2008.07.015.CrossRefPubMed Schellingerhout JM, Verhagen AP, Heymans MW, Pool JJ, Vonk F, Koes BW: Which subgroups of patients with non-specific neck pain are more likely to benefit from spinal manipulation therapy, physiotherapy, or usual care?. Pain. 2008, 139: 670-680. 10.1016/j.pain.2008.07.015.CrossRefPubMed
37.
go back to reference MacKinnon DP: Introduction to Statistical Mediation Analysis. 2008, New York: Lawrence Erlbaum Associates, Taylor & Francis Group MacKinnon DP: Introduction to Statistical Mediation Analysis. 2008, New York: Lawrence Erlbaum Associates, Taylor & Francis Group
38.
go back to reference Preacher KJ, Hayes AF: SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behav Res Methods Instrum Comput. 2004, 36: 717-731. 10.3758/BF03206553.CrossRefPubMed Preacher KJ, Hayes AF: SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behav Res Methods Instrum Comput. 2004, 36: 717-731. 10.3758/BF03206553.CrossRefPubMed
Metadata
Title
Predicting OptimaL cAncer RehabIlitation and Supportive care (POLARIS): rationale and design for meta-analyses of individual patient data of randomized controlled trials that evaluate the effect of physical activity and psychosocial interventions on health-related quality of life in cancer survivors
Authors
Laurien M Buffart
Joeri Kalter
Mai JM Chinapaw
Martijn W Heymans
Neil K Aaronson
Kerry S Courneya
Paul B Jacobsen
Robert U Newton
Irma M Verdonck-de Leeuw
Johannes Brug
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Systematic Reviews / Issue 1/2013
Electronic ISSN: 2046-4053
DOI
https://doi.org/10.1186/2046-4053-2-75

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