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Muñoz Martín AJ, Ortega I, Font C, Pachón V, Castellón V, Martínez-Marín V, Salgado M, Martínez E, Calzas J, Rupérez A, Souto JC, Martín M, Salas E, Soria JM. Multivariable clinical-genetic risk model for predicting venous thromboembolic events in patients with cancer. Br J Cancer 2018; 118:1056-1061. [PMID: 29588512 PMCID: PMC5931103 DOI: 10.1038/s41416-018-0027-8] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 01/17/2018] [Accepted: 01/22/2018] [Indexed: 02/07/2023] Open
Abstract
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.
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Affiliation(s)
- Andrés J Muñoz Martín
- Medical Oncology Service, Hospital General Universitario Gregorio Marañón, C/ Doctor Esquerdo, 46, 28007, Madrid, Spain.
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain.
| | - Israel Ortega
- Scientific Department, Gendiag, Joan XXIII, 10, 08950, Esplugues de Llobregat, Spain
| | - Carme Font
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain
- Medical Oncology, Hospital Clínic, c/ Villarroel, 170, 08036, Barcelona, Spain
| | - Vanesa Pachón
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain
- Medical Oncology, Hospital Universitario Ramón y Cajal Madrid, Ctra. Colmenar Viejo, Km. 9,100, 28034, Madrid, Spain
| | - Victoria Castellón
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain
- Medical Oncology, Complejo Hospitalario de Torrecárdenas, c/ Hermandad de Donantes de Sangre, 04009, Almería, Spain
| | - Virginia Martínez-Marín
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain
- Medical Oncology, Hospital Universitario la Paz, Paseo de la Castellana, 261, 28046, Madrid, Spain
| | - Mercedes Salgado
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain
- Medical Oncology, Complejo Hospitalario Universitario de Ourense, c/ Ramon Puga Noguerol, 54, 32005, Ourense, Spain
| | - Eva Martínez
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain
- Medical Oncology, Hospital Universitario Marqués de Valdecilla, Av. Valdecilla, 25, 39008, Santander, Spain
| | - Julia Calzas
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain
- Medical Oncology, Hospital Universitario de Fuenlabrada, Camino del Molino, 2, 28942, Madrid, Spain
| | - Ana Rupérez
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain
- Medical Oncology, Fundación Jiménez Díaz, Av. Reyes Católicos, 2, 28040, Madrid, Spain
| | - Juan C Souto
- Thrombosis and Haemostasia, Hospital de la Santa Creu i Sant Pau, Carrer de Sant Quintí, 89, 08041, Barcelona, Spain
| | - Miguel Martín
- Medical Oncology Service, Hospital General Universitario Gregorio Marañón, C/ Doctor Esquerdo, 46, 28007, Madrid, Spain
- Cancer & Thrombosis Working Group, Spanish Society of Medical Oncology (SEOM), C/ de Velázquez, 7, 28001, Madrid, Spain
| | - Eduardo Salas
- Scientific Department, Gendiag, Joan XXIII, 10, 08950, Esplugues de Llobregat, Spain
| | - Jose M Soria
- Genomic of complex diseases, Institut d'Investigació Sant Pau (IIB-Sant Pau), Carrer de Sant Quintí, 89, 08041, Barcelona, Spain
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