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 |
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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 ; 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</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c455t-a1ada715d7aa22dde11bc5392305d674687e96551643e9efccdf11fa5bc1f5333</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Antineoplastic Agents - therapeutic use</topic><topic>Benzamides - therapeutic use</topic><topic>Female</topic><topic>Gastrointestinal Neoplasms - diagnosis</topic><topic>Gastrointestinal Neoplasms - drug therapy</topic><topic>Gastrointestinal Neoplasms - mortality</topic><topic>Gastrointestinal Neoplasms - pathology</topic><topic>Gastrointestinal Stromal Tumors - diagnosis</topic><topic>Gastrointestinal Stromal Tumors - drug therapy</topic><topic>Gastrointestinal Stromal Tumors - mortality</topic><topic>Gastrointestinal Stromal Tumors - pathology</topic><topic>Gastrointestinal stromal tumour</topic><topic>Hematology, Oncology and Palliative Medicine</topic><topic>Humans</topic><topic>Imatinib</topic><topic>Imatinib Mesylate</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Neoplasm Metastasis</topic><topic>Nomogram</topic><topic>Nomograms</topic><topic>Piperazines - therapeutic use</topic><topic>Prognosis</topic><topic>Pyrimidines - therapeutic use</topic><topic>Survival Analysis</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><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><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>European journal of cancer (1990)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lee, Chee Khoon</au><au>Goldstein, David</au><au>Gibbs, Emma</au><au>Joensuu, Heikki</au><au>Zalcberg, John</au><au>Verweij, Jaap</au><au>Casali, Paolo G</au><au>Maki, Robert G</au><au>Cioffi, Angela</au><au>Mcarthur, Grant</au><au>Lord, Sarah J</au><au>Yip, Desmond</au><au>Kanjanapan, Yada</au><au>Rutkowski, Piotr</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Development and validation of prognostic nomograms for metastatic gastrointestinal stromal tumour treated with imatinib</atitle><jtitle>European journal of cancer (1990)</jtitle><addtitle>Eur J Cancer</addtitle><date>2015-05-01</date><risdate>2015</risdate><volume>51</volume><issue>7</issue><spage>852</spage><epage>860</epage><pages>852-860</pages><issn>0959-8049</issn><eissn>1879-0852</eissn><abstract>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.</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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