Development and validation of prognostic nomograms for metastatic gastrointestinal stromal tumour treated with imatinib

Abstract Purpose Metastatic gastrointestinal stromal tumour (GIST) is generally an incurable disease with variable response to imatinib. We aimed to develop prognostic nomograms to predict overall survival (OS) and progression-free survival (PFS) for patients treated with imatinib. Methods Nomograms...

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Veröffentlicht in:European journal of cancer (1990) 2015-05, Vol.51 (7), p.852-860
Hauptverfasser: Lee, Chee Khoon, Goldstein, David, Gibbs, Emma, Joensuu, Heikki, Zalcberg, John, Verweij, Jaap, Casali, Paolo G, Maki, Robert G, Cioffi, Angela, Mcarthur, Grant, Lord, Sarah J, Yip, Desmond, Kanjanapan, Yada, Rutkowski, Piotr
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container_end_page 860
container_issue 7
container_start_page 852
container_title European journal of cancer (1990)
container_volume 51
creator Lee, Chee Khoon
Goldstein, David
Gibbs, Emma
Joensuu, Heikki
Zalcberg, John
Verweij, Jaap
Casali, Paolo G
Maki, Robert G
Cioffi, Angela
Mcarthur, Grant
Lord, Sarah J
Yip, Desmond
Kanjanapan, Yada
Rutkowski, Piotr
description Abstract Purpose Metastatic gastrointestinal stromal tumour (GIST) is generally an incurable disease with variable response to imatinib. We aimed to develop prognostic nomograms to predict overall survival (OS) and progression-free survival (PFS) for patients treated with imatinib. Methods Nomograms were developed in a training cohort ( n = 330) of patients treated in a randomised trial (EORTC-ISG-AGITG 62005 phase III study) using Cox regression models, and validated in patients ( n = 236) treated in routine clinical care from six referral centres. Nomogram performance was assessed by calculating the c statistic. A classification based on the nomograms’ scores was generated to group patients according to risk. Results Nomogram risk factors for OS and PFS were size of the largest metastasis, tumour genotype, primary tumour mitotic count, haemoglobin and blood neutrophil count at commencement of imatinib. The nomograms predicted survival with a c statistic of 0.75 (training) and 0.62 (validation) for OS, and 0.69 (training) and 0.62 (validation) for PFS. When tested in the validation cohort, the nomograms discriminated well the high and intermediate risk from low risk patients (hazard ratio [HR] for OS 3.83, 95% confidence interval [CI] 1.71–8.56; and 2.48, 95% CI 1.12–5.50; for PFS 2.84, 95% CI 1.66–4.87; and 1.45, 95% CI 0.87–2.41, respectively). Conclusion The nomograms predicted the risk of GIST progression and death with good discrimination of risk groups, and may be of value for patient counselling and risk stratification.
doi_str_mv 10.1016/j.ejca.2015.02.015
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We aimed to develop prognostic nomograms to predict overall survival (OS) and progression-free survival (PFS) for patients treated with imatinib. Methods Nomograms were developed in a training cohort ( n = 330) of patients treated in a randomised trial (EORTC-ISG-AGITG 62005 phase III study) using Cox regression models, and validated in patients ( n = 236) treated in routine clinical care from six referral centres. Nomogram performance was assessed by calculating the c statistic. A classification based on the nomograms’ scores was generated to group patients according to risk. Results Nomogram risk factors for OS and PFS were size of the largest metastasis, tumour genotype, primary tumour mitotic count, haemoglobin and blood neutrophil count at commencement of imatinib. The nomograms predicted survival with a c statistic of 0.75 (training) and 0.62 (validation) for OS, and 0.69 (training) and 0.62 (validation) for PFS. When tested in the validation cohort, the nomograms discriminated well the high and intermediate risk from low risk patients (hazard ratio [HR] for OS 3.83, 95% confidence interval [CI] 1.71–8.56; and 2.48, 95% CI 1.12–5.50; for PFS 2.84, 95% CI 1.66–4.87; and 1.45, 95% CI 0.87–2.41, respectively). Conclusion The nomograms predicted the risk of GIST progression and death with good discrimination of risk groups, and may be of value for patient counselling and risk stratification.</description><identifier>ISSN: 0959-8049</identifier><identifier>EISSN: 1879-0852</identifier><identifier>DOI: 10.1016/j.ejca.2015.02.015</identifier><identifier>PMID: 25801699</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Adolescent ; Adult ; Aged ; Aged, 80 and over ; Antineoplastic Agents - therapeutic use ; Benzamides - therapeutic use ; Female ; Gastrointestinal Neoplasms - diagnosis ; Gastrointestinal Neoplasms - drug therapy ; Gastrointestinal Neoplasms - mortality ; Gastrointestinal Neoplasms - pathology ; Gastrointestinal Stromal Tumors - diagnosis ; Gastrointestinal Stromal Tumors - drug therapy ; Gastrointestinal Stromal Tumors - mortality ; Gastrointestinal Stromal Tumors - pathology ; Gastrointestinal stromal tumour ; Hematology, Oncology and Palliative Medicine ; Humans ; Imatinib ; Imatinib Mesylate ; Male ; Middle Aged ; Neoplasm Metastasis ; Nomogram ; Nomograms ; Piperazines - therapeutic use ; Prognosis ; Pyrimidines - therapeutic use ; Survival Analysis ; Young Adult</subject><ispartof>European journal of cancer (1990), 2015-05, Vol.51 (7), p.852-860</ispartof><rights>Elsevier Ltd</rights><rights>2015 Elsevier Ltd</rights><rights>Copyright © 2015 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c455t-a1ada715d7aa22dde11bc5392305d674687e96551643e9efccdf11fa5bc1f5333</citedby><cites>FETCH-LOGICAL-c455t-a1ada715d7aa22dde11bc5392305d674687e96551643e9efccdf11fa5bc1f5333</cites><orcidid>0000-0001-6142-3291</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ejca.2015.02.015$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>315,781,785,3551,27926,27927,45997</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25801699$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lee, Chee Khoon</creatorcontrib><creatorcontrib>Goldstein, David</creatorcontrib><creatorcontrib>Gibbs, Emma</creatorcontrib><creatorcontrib>Joensuu, Heikki</creatorcontrib><creatorcontrib>Zalcberg, John</creatorcontrib><creatorcontrib>Verweij, Jaap</creatorcontrib><creatorcontrib>Casali, Paolo G</creatorcontrib><creatorcontrib>Maki, Robert G</creatorcontrib><creatorcontrib>Cioffi, Angela</creatorcontrib><creatorcontrib>Mcarthur, Grant</creatorcontrib><creatorcontrib>Lord, Sarah J</creatorcontrib><creatorcontrib>Yip, Desmond</creatorcontrib><creatorcontrib>Kanjanapan, Yada</creatorcontrib><creatorcontrib>Rutkowski, Piotr</creatorcontrib><title>Development and validation of prognostic nomograms for metastatic gastrointestinal stromal tumour treated with imatinib</title><title>European journal of cancer (1990)</title><addtitle>Eur J Cancer</addtitle><description>Abstract Purpose Metastatic gastrointestinal stromal tumour (GIST) is generally an incurable disease with variable response to imatinib. We aimed to develop prognostic nomograms to predict overall survival (OS) and progression-free survival (PFS) for patients treated with imatinib. Methods Nomograms were developed in a training cohort ( n = 330) of patients treated in a randomised trial (EORTC-ISG-AGITG 62005 phase III study) using Cox regression models, and validated in patients ( n = 236) treated in routine clinical care from six referral centres. Nomogram performance was assessed by calculating the c statistic. A classification based on the nomograms’ scores was generated to group patients according to risk. Results Nomogram risk factors for OS and PFS were size of the largest metastasis, tumour genotype, primary tumour mitotic count, haemoglobin and blood neutrophil count at commencement of imatinib. The nomograms predicted survival with a c statistic of 0.75 (training) and 0.62 (validation) for OS, and 0.69 (training) and 0.62 (validation) for PFS. When tested in the validation cohort, the nomograms discriminated well the high and intermediate risk from low risk patients (hazard ratio [HR] for OS 3.83, 95% confidence interval [CI] 1.71–8.56; and 2.48, 95% CI 1.12–5.50; for PFS 2.84, 95% CI 1.66–4.87; and 1.45, 95% CI 0.87–2.41, respectively). Conclusion The nomograms predicted the risk of GIST progression and death with good discrimination of risk groups, and may be of value for patient counselling and risk stratification.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Antineoplastic Agents - therapeutic use</subject><subject>Benzamides - therapeutic use</subject><subject>Female</subject><subject>Gastrointestinal Neoplasms - diagnosis</subject><subject>Gastrointestinal Neoplasms - drug therapy</subject><subject>Gastrointestinal Neoplasms - mortality</subject><subject>Gastrointestinal Neoplasms - pathology</subject><subject>Gastrointestinal Stromal Tumors - diagnosis</subject><subject>Gastrointestinal Stromal Tumors - drug therapy</subject><subject>Gastrointestinal Stromal Tumors - mortality</subject><subject>Gastrointestinal Stromal Tumors - pathology</subject><subject>Gastrointestinal stromal tumour</subject><subject>Hematology, Oncology and Palliative Medicine</subject><subject>Humans</subject><subject>Imatinib</subject><subject>Imatinib Mesylate</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Neoplasm Metastasis</subject><subject>Nomogram</subject><subject>Nomograms</subject><subject>Piperazines - therapeutic use</subject><subject>Prognosis</subject><subject>Pyrimidines - therapeutic use</subject><subject>Survival Analysis</subject><subject>Young Adult</subject><issn>0959-8049</issn><issn>1879-0852</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc2OFCEUhYnROO3oC7gwLN1UCVRRP4kxMaPOmEziQl0TGm61lAW0QPVk3t5b6dGFC1cHwjkn934Q8pKzmjPevZlrmI2uBeOyZqJGeUR2fOjHig1SPCY7NsqxGlg7XpBnOc-MsX5o2VNyIeSABeO4I3cf4ARLPHoIhepg6UkvzuriYqBxoscUDyHm4gwN0cdD0j7TKSbqoehc9PZwwEOKLhRAX9AL3a4etaw-romWBLqApXeu_KDOYya4_XPyZNJLhhcPekm-f_r47eqmuv1y_fnq_W1lWilLpbm2uufS9loLYS1wvjeyGUXDpO36tht6GDspedc2MMJkjJ04n7TcGz7JpmkuyetzL27ya8UJlXfZwLLoAHHNimMJAuxYh1ZxtpoUc04wqWPCcdO94kxtwNWsNuBqA66YUCgYevXQv-492L-RP4TR8PZsANzy5CCpbBwEA9YlMEXZ6P7f_-6fuFmQn9HLT7iHPCNgRI57qIwB9XX78u3HuWRM8K5rfgP3rKoA</recordid><startdate>20150501</startdate><enddate>20150501</enddate><creator>Lee, Chee Khoon</creator><creator>Goldstein, David</creator><creator>Gibbs, Emma</creator><creator>Joensuu, Heikki</creator><creator>Zalcberg, John</creator><creator>Verweij, Jaap</creator><creator>Casali, Paolo G</creator><creator>Maki, Robert G</creator><creator>Cioffi, Angela</creator><creator>Mcarthur, Grant</creator><creator>Lord, Sarah J</creator><creator>Yip, Desmond</creator><creator>Kanjanapan, Yada</creator><creator>Rutkowski, Piotr</creator><general>Elsevier Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-6142-3291</orcidid></search><sort><creationdate>20150501</creationdate><title>Development and validation of prognostic nomograms for metastatic gastrointestinal stromal tumour treated with imatinib</title><author>Lee, Chee Khoon ; 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We aimed to develop prognostic nomograms to predict overall survival (OS) and progression-free survival (PFS) for patients treated with imatinib. Methods Nomograms were developed in a training cohort ( n = 330) of patients treated in a randomised trial (EORTC-ISG-AGITG 62005 phase III study) using Cox regression models, and validated in patients ( n = 236) treated in routine clinical care from six referral centres. Nomogram performance was assessed by calculating the c statistic. A classification based on the nomograms’ scores was generated to group patients according to risk. Results Nomogram risk factors for OS and PFS were size of the largest metastasis, tumour genotype, primary tumour mitotic count, haemoglobin and blood neutrophil count at commencement of imatinib. The nomograms predicted survival with a c statistic of 0.75 (training) and 0.62 (validation) for OS, and 0.69 (training) and 0.62 (validation) for PFS. When tested in the validation cohort, the nomograms discriminated well the high and intermediate risk from low risk patients (hazard ratio [HR] for OS 3.83, 95% confidence interval [CI] 1.71–8.56; and 2.48, 95% CI 1.12–5.50; for PFS 2.84, 95% CI 1.66–4.87; and 1.45, 95% CI 0.87–2.41, respectively). Conclusion The nomograms predicted the risk of GIST progression and death with good discrimination of risk groups, and may be of value for patient counselling and risk stratification.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>25801699</pmid><doi>10.1016/j.ejca.2015.02.015</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-6142-3291</orcidid><oa>free_for_read</oa></addata></record>
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subjects Adolescent
Adult
Aged
Aged, 80 and over
Antineoplastic Agents - therapeutic use
Benzamides - therapeutic use
Female
Gastrointestinal Neoplasms - diagnosis
Gastrointestinal Neoplasms - drug therapy
Gastrointestinal Neoplasms - mortality
Gastrointestinal Neoplasms - pathology
Gastrointestinal Stromal Tumors - diagnosis
Gastrointestinal Stromal Tumors - drug therapy
Gastrointestinal Stromal Tumors - mortality
Gastrointestinal Stromal Tumors - pathology
Gastrointestinal stromal tumour
Hematology, Oncology and Palliative Medicine
Humans
Imatinib
Imatinib Mesylate
Male
Middle Aged
Neoplasm Metastasis
Nomogram
Nomograms
Piperazines - therapeutic use
Prognosis
Pyrimidines - therapeutic use
Survival Analysis
Young Adult
title Development and validation of prognostic nomograms for metastatic gastrointestinal stromal tumour treated with imatinib
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