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Published in: BMC Cancer 1/2011

Open Access 01-12-2011 | Research article

Early mortality and overall survival in oncology phase I trial participants: can we improve patient selection?

Authors: Nicole G Chau, Ana Florescu, Kelvin K Chan, Lisa Wang, Eric X Chen, Philippe Bedard, Amit M Oza, Lillian L Siu

Published in: BMC Cancer | Issue 1/2011

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Abstract

Background

Patient selection for phase I trials (PIT) in oncology is challenging. A typical inclusion criterion for PIT is 'life expectancy > 3 months', however the 90 day mortality (90DM) and overall survival (OS) of patients with advanced solid malignancies are difficult to predict.

Methods

We analyzed 233 patients who were enrolled in PIT at Princess Margaret Hospital. We assessed the relationship between 17 clinical characteristics and 90DM using univariate and multivariate logistic regression analyses to create a risk score (PMHI). We also applied the Royal Marsden Hospital risk score (RMI), which consists of 3 markers (albumin < 35g/L, > 2 metastatic sites, LDH > ULN).

Results

Median age was 57 years (range 21-88). The 90DM rate was 14%; median OS was 320 days. Predictors of 90DM were albumin < 35g/L (OR = 8.2, p = 0.01), > 2 metastatic sites (OR = 2.6, p = 0.02), and ECOG > 0 (OR = 6.3, p = 0.001); all 3 factors constitute the PMHI. To predict 90DM, the PMHI performed better than the RMI (AUC = 0.78 vs 0.69). To predict OS, the RMI performed slightly better (RMI ≥ 2, HR = 2.2, p = 0.002 vs PMHI ≥ 2, HR = 1.6, p = 0.05).

Conclusions

To predict 90DM, the PMHI is helpful. To predict OS, risk models should include ECOG > 0, > 2 metastatic sites, and LDH > ULN. Prospective validation of the PMHI is warranted.
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Literature
1.
go back to reference Ho J, Pond G, Newman C, Maclean M, Chen E, Oza A, Siu L: Barriers in phase I cancer clinical trials referrals and enrollment: five-year experience at the Princess Margaret Hospital. BMC Cancer. 2006, 6: 263-10.1186/1471-2407-6-263.CrossRefPubMedPubMedCentral Ho J, Pond G, Newman C, Maclean M, Chen E, Oza A, Siu L: Barriers in phase I cancer clinical trials referrals and enrollment: five-year experience at the Princess Margaret Hospital. BMC Cancer. 2006, 6: 263-10.1186/1471-2407-6-263.CrossRefPubMedPubMedCentral
2.
go back to reference Karavasilis V, Digue L, Arkenau T, Eaton D, Stapleton S, de Bono J, Judson I, Kaye S: Identification of factors limiting patient recruitment into phase I trials: a study from the Royal Marsden Hospital. Eur J Cancer. 2008, 44: 978-982. 10.1016/j.ejca.2008.02.040.CrossRefPubMed Karavasilis V, Digue L, Arkenau T, Eaton D, Stapleton S, de Bono J, Judson I, Kaye S: Identification of factors limiting patient recruitment into phase I trials: a study from the Royal Marsden Hospital. Eur J Cancer. 2008, 44: 978-982. 10.1016/j.ejca.2008.02.040.CrossRefPubMed
3.
go back to reference Arkenau HT, Olmos D, Ang JE, de Bono J, Judson I, Kaye S: Clinical outcome and prognostic factors for patients treated within the context of a phase I study: the Royal Marsden Hospital experience. Br J Cancer. 2008, 98: 1029-1033. 10.1038/sj.bjc.6604218.CrossRefPubMedPubMedCentral Arkenau HT, Olmos D, Ang JE, de Bono J, Judson I, Kaye S: Clinical outcome and prognostic factors for patients treated within the context of a phase I study: the Royal Marsden Hospital experience. Br J Cancer. 2008, 98: 1029-1033. 10.1038/sj.bjc.6604218.CrossRefPubMedPubMedCentral
4.
go back to reference Arkenau HT, Olmos D, Ang JE, Burriuso J, Karavasilis V, Ashley S, de Bono J, Judson I, Kaye S: 90-Days mortality rate in patients treated within the context of a phase-I trial: how should we identify patients who should not go on trial?. Eur J Cancer. 2008, 44: 1536-1540. 10.1016/j.ejca.2008.04.017.CrossRefPubMed Arkenau HT, Olmos D, Ang JE, Burriuso J, Karavasilis V, Ashley S, de Bono J, Judson I, Kaye S: 90-Days mortality rate in patients treated within the context of a phase-I trial: how should we identify patients who should not go on trial?. Eur J Cancer. 2008, 44: 1536-1540. 10.1016/j.ejca.2008.04.017.CrossRefPubMed
5.
go back to reference Penel N, Delord JP, Bonneterre ME, Bachelot T, Ray-Coquard I, Blay JY, Pascal LB, Borel C, Filleron T, Adenis T, Bonneterre J: Development and validation of a model that predicts early death among cancer patients participating in phase I clinical trials investigating cytotoxics. Invest New Drugs. 2009, 28: 76-82.CrossRefPubMed Penel N, Delord JP, Bonneterre ME, Bachelot T, Ray-Coquard I, Blay JY, Pascal LB, Borel C, Filleron T, Adenis T, Bonneterre J: Development and validation of a model that predicts early death among cancer patients participating in phase I clinical trials investigating cytotoxics. Invest New Drugs. 2009, 28: 76-82.CrossRefPubMed
6.
go back to reference Bachelot T, Ray-Coquard I, Catimel G, Ardiet C, Guastalia JP, Dumortier A, Chauvin F, Droz JP, Philip T, Clavel M: Multivariable analysis of prognostic factors for toxicity and survival for patients enrolled in phase I clinical trials. Ann Oncol. 2000, 11: 151-156. 10.1023/A:1008368319526.CrossRefPubMed Bachelot T, Ray-Coquard I, Catimel G, Ardiet C, Guastalia JP, Dumortier A, Chauvin F, Droz JP, Philip T, Clavel M: Multivariable analysis of prognostic factors for toxicity and survival for patients enrolled in phase I clinical trials. Ann Oncol. 2000, 11: 151-156. 10.1023/A:1008368319526.CrossRefPubMed
7.
go back to reference Horstmann E, McCabe MS, Grochow L, Yamamoto S, Rubinstein L, Budd T, Shoemaker D, Emanuel EJ, Grady C: Risks and benefits of phase I oncology trials, 1991 through 2002. N Engl J Med. 2005, 352: 895-904. 10.1056/NEJMsa042220.CrossRefPubMed Horstmann E, McCabe MS, Grochow L, Yamamoto S, Rubinstein L, Budd T, Shoemaker D, Emanuel EJ, Grady C: Risks and benefits of phase I oncology trials, 1991 through 2002. N Engl J Med. 2005, 352: 895-904. 10.1056/NEJMsa042220.CrossRefPubMed
8.
go back to reference Italiano A, Massard C, Bahleda R, Vataire AL, Deutsch E, Magne N, Pignon JP, Vassal G, Amand JP, Soria JC: Treatment outcome and survival in participants of phase I oncology trials carried out from 2003 to 2006 at Institut Gustave Roussy. Ann Oncol. 2008, 19: 787-792.CrossRefPubMed Italiano A, Massard C, Bahleda R, Vataire AL, Deutsch E, Magne N, Pignon JP, Vassal G, Amand JP, Soria JC: Treatment outcome and survival in participants of phase I oncology trials carried out from 2003 to 2006 at Institut Gustave Roussy. Ann Oncol. 2008, 19: 787-792.CrossRefPubMed
9.
go back to reference Penel N, Vanseymortier M, Bonneterre ME, Clisant S, Dansin E, Vendel Y, Beuscart R, Bonneterre J: Prognostic factors among cancer patients with good performance status screened for phase I trials. Invest New Drugs. 2008, 26: 53-58. 10.1007/s10637-007-9088-x.CrossRefPubMed Penel N, Vanseymortier M, Bonneterre ME, Clisant S, Dansin E, Vendel Y, Beuscart R, Bonneterre J: Prognostic factors among cancer patients with good performance status screened for phase I trials. Invest New Drugs. 2008, 26: 53-58. 10.1007/s10637-007-9088-x.CrossRefPubMed
10.
go back to reference Wheler J, Tsimberidou AM, Hong D, Naing A, Jackson T, Liu S, Feng L, Kurzrock R: Survival of patients in a Phase 1 Clinic: the M. D. Anderson Cancer Center experience. Cancer. 2009, 115: 1091-1099. 10.1002/cncr.24018.CrossRefPubMed Wheler J, Tsimberidou AM, Hong D, Naing A, Jackson T, Liu S, Feng L, Kurzrock R: Survival of patients in a Phase 1 Clinic: the M. D. Anderson Cancer Center experience. Cancer. 2009, 115: 1091-1099. 10.1002/cncr.24018.CrossRefPubMed
11.
go back to reference Arkenau HT, Barriuso J, Olmos D, Ang JE, de Bono J, Judson I, Kaye S: Prospective validation of a prognostic score to improve patient selection for oncology phase I trials. J Clin Oncol. 2009, 27: 2692-2696. 10.1200/JCO.2008.19.5081.CrossRefPubMed Arkenau HT, Barriuso J, Olmos D, Ang JE, de Bono J, Judson I, Kaye S: Prospective validation of a prognostic score to improve patient selection for oncology phase I trials. J Clin Oncol. 2009, 27: 2692-2696. 10.1200/JCO.2008.19.5081.CrossRefPubMed
12.
go back to reference Olmos D, Hern RA, Marsoni S, Tabernero J, Soria JC, Verweij J, Voest E, Schoffski P, Penel N, Schellens J, Brunetto A, Gianni L, Evans J, Wilson R, Sessa C, Plummer R, Kaye S: Multi-institutional prognostic factor analysis of patients (pts) enrolled in phase I (Ph I) oncology trials: Can pts selection be improved [abstract]?. J Clin Oncol (Meeting Abstracts). 2010, 28: s2518- Olmos D, Hern RA, Marsoni S, Tabernero J, Soria JC, Verweij J, Voest E, Schoffski P, Penel N, Schellens J, Brunetto A, Gianni L, Evans J, Wilson R, Sessa C, Plummer R, Kaye S: Multi-institutional prognostic factor analysis of patients (pts) enrolled in phase I (Ph I) oncology trials: Can pts selection be improved [abstract]?. J Clin Oncol (Meeting Abstracts). 2010, 28: s2518-
13.
go back to reference Pencina MJ, D'Agostino RB: Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med. 2004, 23: 2109-2123. 10.1002/sim.1802.CrossRefPubMed Pencina MJ, D'Agostino RB: Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med. 2004, 23: 2109-2123. 10.1002/sim.1802.CrossRefPubMed
14.
go back to reference Therasse P, Arbuck SG, Eisenhauer EA, Wanders J, Kaplan RS, Rubinstein L, Verweij J, Van Glabbeke M, van Oosterom AT, Christian MC, Gwyther SG: New guidelines to evaluate the response to treatment in solid tumors. J Natl Cancer Inst. 2000, European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada, 92: 205-216. 10.1093/jnci/92.3.205. Therasse P, Arbuck SG, Eisenhauer EA, Wanders J, Kaplan RS, Rubinstein L, Verweij J, Van Glabbeke M, van Oosterom AT, Christian MC, Gwyther SG: New guidelines to evaluate the response to treatment in solid tumors. J Natl Cancer Inst. 2000, European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada, 92: 205-216. 10.1093/jnci/92.3.205.
15.
go back to reference Joffe S, Miller FG: Rethinking risk-benefit assessment for phase I cancer trials. J Clin Oncol. 2006, 24: 2987-2990. 10.1200/JCO.2005.04.9296.CrossRefPubMed Joffe S, Miller FG: Rethinking risk-benefit assessment for phase I cancer trials. J Clin Oncol. 2006, 24: 2987-2990. 10.1200/JCO.2005.04.9296.CrossRefPubMed
16.
go back to reference Markman M: Further evidence of clinical benefit associated with participation in phase I oncology trials. Br J Cancer. 2008, 98: 1021-1022. 10.1038/sj.bjc.6604206.CrossRefPubMedPubMedCentral Markman M: Further evidence of clinical benefit associated with participation in phase I oncology trials. Br J Cancer. 2008, 98: 1021-1022. 10.1038/sj.bjc.6604206.CrossRefPubMedPubMedCentral
17.
go back to reference Seidenfeld J, Horstmann E, Emanuel EJ, Grady C: Participants in Phase 1 Oncology Research Trials: Are They Vulnerable?. Arch Intern Med. 2008, 168: 16-20. 10.1001/archinternmed.2007.6.CrossRefPubMed Seidenfeld J, Horstmann E, Emanuel EJ, Grady C: Participants in Phase 1 Oncology Research Trials: Are They Vulnerable?. Arch Intern Med. 2008, 168: 16-20. 10.1001/archinternmed.2007.6.CrossRefPubMed
18.
go back to reference Roberts TG, Goulart BH, Squitieri L, Stallings SC, Halpern EF, Chabner BA, Gazelle GS, Finkelstein SN, Clark JW: Trends in the risks and benefits to patients with cancer participating in phase 1 clinical trials. JAMA. 2004, 292: 2130-2140. 10.1001/jama.292.17.2130.CrossRefPubMed Roberts TG, Goulart BH, Squitieri L, Stallings SC, Halpern EF, Chabner BA, Gazelle GS, Finkelstein SN, Clark JW: Trends in the risks and benefits to patients with cancer participating in phase 1 clinical trials. JAMA. 2004, 292: 2130-2140. 10.1001/jama.292.17.2130.CrossRefPubMed
19.
go back to reference Han C, Braybrooke JP, Deplanque G, Taylor M, Mackintosh D, Kaur K, Samouri K, Ganesan TS, Harris AL, Talbot DC: Comparison of prognostic factors in patients in phase I trials of cytotoxic drugs vs new noncytotoxic agents. Br J Cancer. 2003, 89: 1166-1171. 10.1038/sj.bjc.6601218.CrossRefPubMedPubMedCentral Han C, Braybrooke JP, Deplanque G, Taylor M, Mackintosh D, Kaur K, Samouri K, Ganesan TS, Harris AL, Talbot DC: Comparison of prognostic factors in patients in phase I trials of cytotoxic drugs vs new noncytotoxic agents. Br J Cancer. 2003, 89: 1166-1171. 10.1038/sj.bjc.6601218.CrossRefPubMedPubMedCentral
20.
go back to reference Postel-Vinay S, Arkenau HT, Olmos D, Ang J, Barriuso J, Ashley S, Banerji U, de Bono J, Judson I, Kaye S: Clinical benefit in Phase-I trials of novel molecularly targeted agents: does dose matter?. Br J Cancer. 2009, 100: 1373-1378. 10.1038/sj.bjc.6605030.CrossRefPubMedPubMedCentral Postel-Vinay S, Arkenau HT, Olmos D, Ang J, Barriuso J, Ashley S, Banerji U, de Bono J, Judson I, Kaye S: Clinical benefit in Phase-I trials of novel molecularly targeted agents: does dose matter?. Br J Cancer. 2009, 100: 1373-1378. 10.1038/sj.bjc.6605030.CrossRefPubMedPubMedCentral
21.
go back to reference Vittinghoff E, McCulloch CE: Relaxing the rule of ten events per variable in logistic and Cox regression. Am J Epidemiol. 2007, 165: 710-718. 10.1093/aje/kwk052.CrossRefPubMed Vittinghoff E, McCulloch CE: Relaxing the rule of ten events per variable in logistic and Cox regression. Am J Epidemiol. 2007, 165: 710-718. 10.1093/aje/kwk052.CrossRefPubMed
Metadata
Title
Early mortality and overall survival in oncology phase I trial participants: can we improve patient selection?
Authors
Nicole G Chau
Ana Florescu
Kelvin K Chan
Lisa Wang
Eric X Chen
Philippe Bedard
Amit M Oza
Lillian L Siu
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2011
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/1471-2407-11-426

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