Multivariable clinical-genetic risk model for predicting venous thromboembolic events in patients with cancer

被引:111
作者
Munoz Martin, Andres J. [1 ,2 ]
Ortega, Israel [3 ]
Font, Carme [2 ,4 ]
Pachon, Vanesa [2 ,5 ]
Castellon, Victoria [2 ,6 ]
Martinez-Marin, Virginia [2 ,7 ]
Salgado, Mercedes [2 ,8 ]
Martinez, Eva [2 ,9 ]
Calzas, Julia [2 ,10 ]
Ruperez, Ana [2 ,11 ]
Souto, Juan C. [12 ]
Martin, Miguel [1 ,2 ]
Salas, Eduardo [3 ]
Soria, Jose M. [13 ]
机构
[1] Hosp Gen Univ Gregorio Maranon, Med Oncol Serv, C Doctor Esquerdo 46, Madrid 28007, Spain
[2] Spanish Soc Med Oncol SEOM, Canc & Thrombosis Working Grp, C Velazquez 7, Madrid 28001, Spain
[3] Gendiag, Sci Dept, Joan 23,10, Esplugas de Llobregat 08950, Spain
[4] Hosp Clin Barcelona, Med Oncol, C Villarroel 170, E-08036 Barcelona, Spain
[5] Hosp Univ Ramon y Cajal Madrid, Med Oncol, Ctra Colmenar Viejo,Km 9,100, Madrid 28034, Spain
[6] Complejo Hosp Torrecardenas, Med Oncol, C Hermandad Donantes Sangre, Almeria 04009, Spain
[7] Hosp Univ La Paz, Med Oncol, Paseo Castellana 261, Madrid 28046, Spain
[8] Complejo Hosp Univ Ourense, Med Oncol, C Ramon Puga Noguerol 54, Orense 32005, Spain
[9] Hosp Univ Marques de Valdecilla, Med Oncol, Av Valdecilla 25, Santander 39008, Spain
[10] Hosp Univ Fuenlabrada, Med Oncol, Camino Molino 2, Madrid 28942, Spain
[11] Fdn Jimenez Diaz, Med Oncol, Av Reyes Catolicos 2, Madrid 28040, Spain
[12] Hosp Santa Creu & Sant Pau, Thrombosis & Haemostasia, Carrer St Quinti 89, Barcelona 08041, Spain
[13] Inst Invest St Pau IIB St Pau, Genom Complex Dis, Carrer St Quinti 89, Barcelona 08041, Spain
关键词
FACTOR-V-LEIDEN; AMERICAN SOCIETY; CHEMOTHERAPY; THROMBOSIS; EPIDEMIOLOGY; PROPHYLAXIS; MUTATIONS; VTE;
D O I
10.1038/s41416-018-0027-8
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BACKGROUND: Venous thromboembolism (VTE) is a leading cause of death among patients with cancer. Outpatients with cancer should be periodically assessed for VTE risk, for which the Khorana score is commonly recommended. However, it has been questioned whether this tool is sufficiently accurate at identifying patients who should receive thromboprophylaxis. The present work proposes a new index, TiC-Onco risk score to be calculated at the time of diagnosis of cancer, that examines patients' clinical and genetic risk factors for thrombosis. METHODS: We included 391 outpatients with a recent diagnosis of cancer and candidates for systemic outpatient chemotherapy. All were treated according to standard guidelines. The study population was monitored for 6 months, and VTEs were recorded. The Khorana and the TiC-Onco scores were calculated for each patient and their VTE predictive accuracy VTEs was compared. RESULTS: We recorded 71 VTEs. The TiC-Onco risk score was significantly better at predicting VTE than the Khorana score (AUC 0.73 vs. 0.58, sensitivity 49 vs. 22%, specificity 81 vs. 82%, PPV 37 vs. 22%, and NPV 88 vs. 82%). CONCLUSIONS: TiC-Onco risk score performed significantly better than Khorana score at identifying cancer patients at high risk of VTE who would benefit from personalised thromboprophylaxis.
引用
收藏
页码:1056 / 1061
页数:6
相关论文
共 30 条
[1]  
[Anonymous], 2017, Miscellaneous functions for Grid Graphics R package gridExtra version 2.3
[2]  
Attia J., 2003, Aust Prescr, V26, P111, DOI 10.18773/austprescr.2003.082
[3]   Prediction of venous thromboembolism in cancer patients [J].
Ay, Cihan ;
Dunkler, Daniela ;
Marosi, Christine ;
Chiriac, Alexandru-Laurentiu ;
Vormittag, Rainer ;
Simanek, Ralph ;
Quehenberger, Peter ;
Zielinski, Christoph ;
Pabinger, Ingrid .
BLOOD, 2010, 116 (24) :5377-5382
[4]   Malignancies, prothrombotic mutations, and the risk of venous thrombosis [J].
Blom, JW ;
Doggen, CJM ;
Osanto, S ;
Rosendaal, FR .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2005, 293 (06) :715-722
[5]   Primary prophylaxis for venous thromboembolism in ambulatory cancer patients receiving chemotherapy [J].
Di Nisio, Marcello ;
Porreca, Ettore ;
Otten, Hans-Martin ;
Rutjes, Anne W. S. .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2014, (08)
[6]   Epidemiology, risk and outcomes of venous thromboembolism in cancer [J].
Falanga, A. ;
Russo, L. .
HAMOSTASEOLOGIE, 2012, 32 (02) :115-+
[7]   Joint effects of cancer and variants in the factor 5 gene on the risk of venous thromboembolism [J].
Gran, Olga V. ;
Smith, Erin N. ;
Braekkan, Sigrid K. ;
Jensvoll, Hilde ;
Solomon, Terry ;
Hindberg, Kristian ;
Wilsgaard, Tom ;
Rosendaal, Frits R. ;
Frazer, Kelly A. ;
Hansen, John-Bjarne .
HAEMATOLOGICA, 2016, 101 (09) :1046-1053
[8]   Sampling variability of nonparametric estimates of the areas under receiver operating characteristic curves: An update [J].
Hanley, JA ;
HajianTilaki, KO .
ACADEMIC RADIOLOGY, 1997, 4 (01) :49-58
[9]   Factor V Leiden, prothrombin 20210A and the risk of venous thrombosis among cancer patients [J].
Kennedy, M ;
Andreescu, ACM ;
Greenblatt, MS ;
Jiang, HY ;
Thomas, CA ;
Chassereau, L ;
Wong, C ;
Durda, P ;
Cushman, M .
BRITISH JOURNAL OF HAEMATOLOGY, 2005, 128 (03) :386-388
[10]   Development and validation of a predictive model for chemotherapy-associated thrombosis [J].
Khorana, Alok A. ;
Kuderer, Nicole M. ;
Culakova, Eva ;
Lyman, Gary H. ;
Francis, Charles W. .
BLOOD, 2008, 111 (10) :4902-4907