A Predictive Score for Thrombosis Associated with Breast, Colorectal, Lung, or Ovarian Cancer: The Prospective COMPASS-Cancer-Associated Thrombosis Study
Affiliations
Affiliations
- Cancer Biology and Therapeutics, INSERM U938, Institut Universitaire de Cancérologie (IUC), Faculté de Médecine Pierre et Marie Curie, Université Pierre et Marie Curie (UPMC), Sorbonne Universités, Paris, France grigorios.gerotziafas@aphp.fr.2Service d'Hématologie Biologique Hôpital Tenon, Hôpitaux Universitaires Est Parisien, Assistance Publique Hôpitaux de Paris, Paris, France.
- Department of Internal Medicine, Division of Hematology/Oncology, American University of Beirut, Lebanon.
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan.
- Surgery Department, Umm Al-Qura University, Mecca, Saudi Arabia.
- Department of Medicine, Anticoagulation and Clinical Thrombosis Services, Hofstra Northwell School of Medicine, Northwell Health System, Manhasset, New York, USA.
- Department of Medical Oncology, Kuwait Cancer Control Center, Kuwait City, Kuwait.
- Cancer Biology and Therapeutics, INSERM U938, Institut Universitaire de Cancérologie (IUC), Faculté de Médecine Pierre et Marie Curie, Université Pierre et Marie Curie (UPMC), Sorbonne Universités, Paris, France.
Collaborators
- COMPASS–CAT Working Group:
Joseph Gligorov, Jean Pierre Lotz, Isabelle Mahé, Marwan Bachour
Abstract
Background: The stratification of outpatients on chemotherapy for breast, colorectal, lung, and ovarian cancers at risk of venous thromboembolism (VTE) remains an unmet clinical need. The derivation of a risk assessment model (RAM) for VTE in these patients was the aim of the study "Prospective Comparison of Methods for thromboembolic risk assessment with clinical Perceptions and AwareneSS in real life patients-Cancer Associated Thrombosis" (COMPASS-CAT).
Patients and methods: The derivation cohort consisted of 1,023 outpatients. Patients on low molecular weight heparin (LMWH) thromboprophylaxis were excluded. Documented symptomatic VTE was the endpoint of the study.
Results: Patients had breast (61%), colorectal (17%), lung (13%), or ovarian cancer (8.6%) at localized (30%) or advanced stage (70%). In 64% of patients, cancer was diagnosed within the last 6 months prior to inclusion. Most of them were on chemotherapy when assessed. Symptomatic VTE occurred in 8.5% of patients. The COMPASS-CAT RAM includes the following variables: (a) anthracycline or anti-hormonal therapy, (b) time since cancer diagnosis, (c) central venous catheter, (d) stage of cancer, (e) presence of cardiovascular risk factors, (f) recent hospitalization for acute medical illness, (g) personal history of VTE, and (h) platelet count. At 6 months, patients stratified at low/intermediate and high-risk groups had VTE rates of 1.7% and 13.3%, respectively. The area under the curve of receiver operating characteristics analysis was 0.85. The sensitivity and specificity of the RAM were 88% and 52%, respectively. The negative and positive predictive values of the RAM were 98% and 13%, respectively.
Conclusion: The COMPASS-CAT RAM includes reliable and easily collected VTE risk predictors and, in contrast to the Khorana score, it is applicable after the initiation of anticancer treatment in patients with common solid tumors. Its robustness for stratification of patients at high and low/intermediate VTE risk needs to be externally validated.
Implications for practice: The Prospective Comparison of Methods for thromboembolic risk assessment with clinical Perceptions and AwareneSS in real life patients-Cancer Associated Thrombosis (COMPASS-CAT) study provides a new risk assessment model (RAM) for venous thromboembolism (VTE) applicable in outpatients with breast, colorectal, lung or ovarian cancer. The COMPASS-CAT RAM is robust, applicable during chemotherapy and determines the need for VTE prévention by including reliable and easily collected VTE predictors associated with cancer status, its treatment as well as with patients' characteristics and comorbidities. An independent external validation of the RAM is indicated before its use in clinical practice.
Keywords: Breast cancer; Cancer‐associated thrombosis; Colon cancer; Lung cancer; Ovarian cancer; Risk assessment model.
Similar articles
Spyropoulos AC, Eldredge JB, Anand LN, Zhang M, Qiu M, Nourabadi S, Rosenberg DJ.Oncologist. 2020 Jul;25(7):e1083-e1090. doi: 10.1634/theoncologist.2019-0482. Epub 2020 Feb 4.PMID: 32017293 Free PMC article.
Syrigos K, Grapsa D, Sangare R, Evmorfiadis I, Larsen AK, Van Dreden P, Boura P, Charpidou A, Kotteas E, Sergentanis TN, Elalamy I, Falanga A, Gerotziafas GT.Oncologist. 2018 Nov;23(11):1372-1381. doi: 10.1634/theoncologist.2017-0530. Epub 2018 Aug 13.PMID: 30104289 Free PMC article.
Rupa-Matysek J, Lembicz M, Rogowska EK, Gil L, Komarnicki M, Batura-Gabryel H.Med Oncol. 2018 Apr 3;35(5):63. doi: 10.1007/s12032-018-1120-9.PMID: 29616356 Free PMC article.
Venous thromboembolism in cancer patients.
Deng A, Galanis T, Graham MG.Hosp Pract (1995). 2014 Dec;42(5):24-33. doi: 10.3810/hp.2014.12.1156.PMID: 25485915 Review.
Chen X, Huang J, Liu J, Chang J, Pan L, Wang Y, Gao Y, Yang Y.Clin Appl Thromb Hemost. 2023 Jan-Dec;29:10760296221151164. doi: 10.1177/10760296221151164.PMID: 36650933 Free PMC article. Review.
Cited by
Cited by
Thrombosis in Acute Myeloid Leukemia: Pathogenesis, Risk Factors and Therapeutic Challenges.
Olivi M, Di Biase F, Lanzarone G, Arrigo G, Martella F, Apolito V, Secreto C, Freilone R, Bruno B, Audisio E, Ferrero D, Beggiato E, Cerrano M.Curr Treat Options Oncol. 2023 Apr 26. doi: 10.1007/s11864-023-01089-w. Online ahead of print.PMID: 37099265 Review.
Management of venous thromboembolism in patients with lung cancer: a state-of-the-art review.
Xiong W, Guo X, Du H, Xu M, Zhao Y.BMJ Open Respir Res. 2023 Apr;10(1):e001493. doi: 10.1136/bmjresp-2022-001493.PMID: 37068846 Free PMC article. Review.
Lan Y, Wu L, Guo J, Wang J, Guan H, Li B, Liu L, Zhang L, Hong Y, Deng J, Zhu J, Lu S, Sun F, Huang J, Sun X, Zhang Y, Wang J, Cai R.Sci Rep. 2023 Mar 2;13(1):3553. doi: 10.1038/s41598-023-30763-0.PMID: 36864082 Free PMC article.
Alhamadh MS, Alanazi RB, Alqirnas MQ, Alhabeeb AY, Chachar YS, Alkaiyat M, Sabatin F.Cancer Rep (Hoboken). 2023 Mar;6(3):e1742. doi: 10.1002/cnr2.1742. Epub 2022 Oct 31.PMID: 36314077 Free PMC article.
A risk score for prediction of venous thromboembolism in gynecologic cancer: The Thrombogyn score.
Norris LA, Ward MP, O'Toole SA, Marchocki Z, Ibrahim N, Khashan AS, Abu Saadeh F, Gleeson N.Res Pract Thromb Haemost. 2020 May 28;4(5):848-859. doi: 10.1002/rth2.12342. eCollection 2020 Jul.PMID: 32685894 Free PMC article.
References
-
- Lyman GH, Khorana AA, Falanga A. Thrombosis and cancer: Emerging data for the practicing oncologist. Am Soc Clin Oncol Educ Book, 2013. - PubMed
-
- Chew HK, Wun T, Harvey DJ et al. Incidence of venous thromboembolism and the impact on survival in breast cancer patients. J Clin Oncol 2007;25:70–76. - PubMed
-
- Salla E, Dimakakos EP, Tsagkouli S et al. Venous thromboembolism in patients diagnosed with lung cancer. Angiology 2016;67:709–724. - PubMed
-
- Chen EC, Papa N, Lawrentschuk N et al. Incidence and risk factors of venous thromboembolism after pelvic uro‐oncologic surgery—A single center experience. BJU Int 2016;117(suppl 4):50–53. - PubMed
-
- Tran BH, Nguyen TJ, Hwang BH et al. Risk factors associated with venous thromboembolism in 49,028 mastectomy patients. Breast 2013;22:444–448. - PubMed
-
- Akl EA, Kahale LA, Ballout RA et al. Parenteral anticoagulation in ambulatory patients with cancer. Cochrane Database Syst Rev: 2014:CD006652. - PubMed
-
- Nicolaides AN, Fareed J, Kakkar AK et al. Prevention and treatment of venous thromboembolism—International Consensus Statement. Int Angiol 2013;32:111–260. - PubMed
-
- Debourdeau P, Farge D, Beckers M et al. International clinical practice guidelines for the treatment and prophylaxis of thrombosis associated with central venous catheters in patients with cancer. J Thromb Haemost 2013;11:71–80. - PubMed
-
- Di Nisio M, Porreca E, Otten HM et al. Primary prophylaxis for venous thromboembolism in ambulatory cancer patients receiving chemotherapy. Cochrane Database Syst Rev: 2014:CD008500. - PubMed
-
- Verso M, Agnelli G, Barni S et al. A modified Khorana risk assessment score for venous thromboembolism in cancer patients receiving chemotherapy: The Protecht score. Intern Emerg Med 2012;7:291–292. - PubMed
-
- Ay C, Dunkler D, Marosi C et al. Prediction of venous thromboembolism in cancer patients. Blood 2010;116:5377–5382. - PubMed
-
- Agnelli G, George DJ, Kakkar AK et al. Semuloparin for thromboprophylaxis in patients receiving chemotherapy for cancer. N Engl J Med 2012;366:601–609. - PubMed
-
- George D, Agnelli G, Fisher W et al. Venous thromboembolism (VTE) prevention with semuloparin in cancer patients initiating chemotherapy: Benefit‐risk assessment by VTE risk in SAVE‐ONCO. Paper presented at: American Society of Hematology 53rd Annual meeting; December 10–13, 2011; San Diego, California.
-
- Alikhan R, Cohen AT, Combe S et al. Risk factors for venous thromboembolism in hospitalized patients with acute medical illness: Analysis of the MEDENOX Study. Arch Intern Med 2004;164:963–968. - PubMed
-
- Caprini JA, Arcelus JI, Reyna JJ. Effective risk stratification of surgical and nonsurgical patients for venous thromboembolic disease. Semin Hematol 2001;38:12–19. - PubMed
-
- Mokhtari M, Salameh P, Kouchek M et al. The AVAIL ME Extension: A multinational Middle Eastern survey of venous thromboembolism risk and prophylaxis. J Thromb Haemost 2011;9:1340–1349. - PubMed
-
- Hendriksen JM, Geersing GJ, Moons KG et al. Diagnostic and prognostic prediction models. J Thromb Haemost 2013;11(suppl 1):129–141. - PubMed
-
- Harrell FE Jr, Lee KL, Mark DB et al. Multivariable prognostic models: Issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 1996;15:361–387. - PubMed
-
- Peduzzi P, Concato J, Kemper E et al. A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol 1996;49:1373–1379. - PubMed
-
- Wasson JH, Sox HC, Neff RK et al. Clinical prediction rules: Applications and methodological standards. N Engl J Med 1985;313:793–799. - PubMed
-
- Parienti JJ, Mongardon N, Mégarbane B et al. Intravascular complications of central venous catheterization by insertion site. N Engl J Med 2015;373:1220–1229. - PubMed
-
- Sevestre MA, Belizna C, Durant C et al. Compliance with recommendations of clinical practice in the management of venous thromboembolism in cancer: The CARMEN study. J Mal Vasc 2014;39:161–168. - PubMed
-
- Aggarwal A, Fullam L, Brownstein AP et al. Deep vein thrombosis (DVT) and pulmonary embolism (PE): Awareness and prophylaxis practices reported by patients with cancer. Cancer Invest 2015;33:405–410. - PubMed
-
- Dentali F, Pegoraro S, Barco S et al. Clinical history of cancer patients with isolated distal deep vein thrombosis: A multicenter cohort study. Thromb Res 2016;(140 suppl 1):S168 - PubMed
-
- Ho P, Lim HY, Chua CC et al. Retrospective review on isolated distal deep vein thrombosis (IDDVT) ‐ A benign entity or not? Thromb Res 2016;142:11–16. - PubMed
-
- Sartori M, Migliaccio L, Favaretto E et al. Two years outcome of isolated distal deep vein thrombosis. Thromb Res 2014;134:36–40. - PubMed