Abstract
Purpose
The aim of this study was to describe the incidence of venous thromboembolism (VTE) and major bleeding among hospitalized patients with hematologic malignancy, assessing its association with critical illness and other baseline characteristics.
Methods
We conducted a population-based cohort study of hospitalized adults with a new diagnosis of hematologic malignancy in Ontario, Canada, between 2006 and 2017. The primary outcome was VTE (pulmonary embolism or deep venous thrombosis). Secondary outcomes were major bleeding and in-hospital mortality. We compared the incidence of VTE between intensive care unit (ICU) and non-ICU patients and described the association of other baseline characteristics and VTE.
Results
Among 76,803 eligible patients (mean age 67 years [standard deviation, SD, 15]), 20,524 had at least one ICU admission. The incidence of VTE was 3.7% in ICU patients compared to 1.2% in non-ICU patients (odds ratio [OR] 3.08; 95% confidence interval [CI] 2.77–3.42). The incidence of major bleeding was 7.6% and 2.4% (OR 3.33; 95% CI 3.09–3.58), respectively. The association of critical illness and VTE remained significant after adjusting for potential confounders (OR 2.92; 95% CI 2.62–3.25). We observed a higher incidence of VTE among specific subtypes of hematologic malignancy and patients with prior VTE (OR 6.64; 95% CI 5.42–8.14). Admission more than 1 year after diagnosis of hematologic malignancy (OR 0.64; 95% CI 0.56–0.74) and platelet count ≤ 50 × 109/L at the time of hospitalization (OR 0.63; 95% CI 0.48–0.84) were associated with a lower incidence of VTE.
Conclusion
Among patients with hematologic malignancy, critical illness and certain baseline characteristics were associated with a higher incidence of VTE.
Similar content being viewed by others
Data availability
The study was conducted using relevant provincial administrative databases available at ICES in Toronto, Canada. This data is not publicly available and only researchers with ICES credentials can access this data.
Code availability
The dataset from this study is held securely in coded form at ICES. While legal data sharing agreements between ICES and data providers (e.g., healthcare organizations and government) prohibit ICES from making the dataset publicly available, access may be granted to those who meet pre-specified criteria for confidential access, available at www.ices.on.ca/DAS (email: das@ices.on.ca). The full dataset creation plan and underlying analytic code are available from the authors upon request, understanding that the computer programs may rely upon coding templates or macros that are unique to ICES and are therefore either inaccessible or may require modification.
References
Kekre N, Connors JM (2019) Venous thromboembolism incidence in hematologic malignancies. Blood Rev 33:24–32. https://doi.org/10.1016/j.blre.2018.06.002
Gerber DE, Segal JB, Levy MY et al (2008) The incidence of and risk factors for venous thromboembolism (VTE) and bleeding among 1514 patients undergoing hematopoietic stem cell transplantation: implications for VTE prevention. Blood 112:504–510. https://doi.org/10.1182/BLOOD-2007-10-117051
Cook D, Meade M, Guyatt G et al (2011) Dalteparin versus unfractionated heparin in critically ill patients. N Engl J Med 364:1305–1314. https://doi.org/10.1056/NEJMOA1014475
Cook D, Crowther M, Meade M et al (2005) Deep venous thrombosis in medical-surgical critically ill patients: prevalence, incidence, and risk factors. Crit Care Med 33:1565–1571. https://doi.org/10.1097/01.CCM.0000171207.95319.B2
Helms J, Carrier M, Klok FA (2023) High-risk pulmonary embolism in the intensive care unit. Intensive Care Med 49:579–582. https://doi.org/10.1007/s00134-023-07011-0
Farge D, Frere C, Connors JM et al (2022) 2022 international clinical practice guidelines for the treatment and prophylaxis of venous thromboembolism in patients with cancer, including patients with COVID-19. Lancet Oncol 23:e334–e347
Fernando SM, Tran A, Cheng W et al (2021) Venous thromboembolism prophylaxis in critically Ill adults. Chest 161:418–428. https://doi.org/10.1016/j.chest.2021.08.050
Helms J, Middeldorp S, Spyropoulos AC (2023) Thromboprophylaxis in critical care. Intensive Care Med 49:75–78. https://doi.org/10.1007/s00134-022-06850-7
Sahle BW, Pilcher D, Peter K et al (2022) Trends and risk factors for omission of early thromboprophylaxis in Australian and New Zealand ICUs between 2009 and 2020. Intensive Care Med 48:590–598. https://doi.org/10.1007/s00134-022-06672-7
Duranteau J, Taccone FS, Verhamme P, Ageno W (2018) European guidelines on perioperative venous thromboembolism prophylaxis. Eur J Anaesthesiol 35:142–146. https://doi.org/10.1097/EJA.0000000000000707
Kahn SR, Lim W, Dunn AS et al (2012) Prevention of VTE in nonsurgical patients: antithrombotic therapy and prevention of thrombosis, 9th ed: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines. Chest 141:e195S-e226S. https://doi.org/10.1378/CHEST.11-2296
Schünemann HJ, Cushman M, Burnett AE et al (2018) American Society of Hematology 2018 guidelines for management of venous thromboembolism: prophylaxis for hospitalized and nonhospitalized medical patients. Blood Adv 2:3198–3225
Uhl L, Assmann SF, Hamza TH et al (2017) Laboratory predictors of bleeding and the effect of platelet and RBC transfusions on bleeding outcomes in the PLADO trial. Blood 130:1247–1258. https://doi.org/10.1182/blood-2017-01-757930
Anthon CT, Pène F, Perner A et al (2023) Thrombocytopenia and platelet transfusions in ICU patients: an international inception cohort study (PLOT-ICU). Intensive Care Med 27:1–12. https://doi.org/10.1007/S00134-023-07225-2
Adelborg K, Corraini P, Darvalics B et al (2019) Risk of thromboembolic and bleeding outcomes following hematological cancers: a Danish population-based cohort study. J Thromb Haemost 17:1305–1318. https://doi.org/10.1111/JTH.14475
Eck RJ, Hulshof L, Wiersema R et al (2021) Incidence, prognostic factors, and outcomes of venous thromboembolism in critically ill patients: data from two prospective cohort studies. Crit Care 25:27. https://doi.org/10.1186/s13054-021-03457-0
Minet C, Potton L, Bonadona A et al (2015) Venous thromboembolism in the ICU: main characteristics, diagnosis and thromboprophylaxis. Crit Care 19:287. https://doi.org/10.1186/s13054-015-1003-9
Arabi YM, Al-Hameed F, Burns KEA et al (2019) Adjunctive intermittent pneumatic compression for venous thromboprophylaxis. N Engl J Med 380:1305–1315. https://doi.org/10.1056/nejmoa1816150
Ferreyro BL, Scales DC, Wunsch H et al (2021) Critical illness in patients with hematologic malignancy: a population-based cohort study. Intensive Care Med 47:1104–1114. https://doi.org/10.1007/s00134-021-06502-2
Benchimol E, Smeeth L, Guttmann A et al (2015) The reporting of studies conducted using observational routinely-collected health data (RECORD) statement. PLoS Med 6:1001885. https://doi.org/10.1371/journal.pmed.1001885
von Elm E, Altman DG, Egger M et al (2008) The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. J Clin Epidemiol 61:344–349. https://doi.org/10.1016/j.jclinepi.2007.11.008
Robles SC, Marrett LD, Aileen Clarke E, Risch HA (1988) An application of capture–recapture methods to the estimation of completeness of cancer registration. J Clin Epidemiol 41:495–501. https://doi.org/10.1016/0895-4356(88)90052-2
Clarke EA, Marrett LD, Kreiger N (1991) Cancer registration in Ontario: a computer approach. IARC Sci Publ 95:246–257
Scales DC, Guan J, Martin CM, Redelmeier DA (2006) Administrative data accurately identified intensive care unit admissions in Ontario. J Clin Epidemiol 59:802–807. https://doi.org/10.1016/J.JCLINEPI.2005.11.015
Garland A, Yogendran M, Olafson K et al (2012) The accuracy of administrative data for identifying the presence and timing of admission to intensive care units in a Canadian province. Med Care 50:e1–e6. https://doi.org/10.1097/MLR.0b013e318245a754
Alotaibi GS, Wu C, Senthilselvan A, McMurtry MS (2015) The validity of ICD codes coupled with imaging procedure codes for identifying acute venous thromboembolism using administrative data. Vasc Med (UK) 20(4):364–368
Gulilat M, Jandoc R, Jeyakumar N et al (2022) Association of sex with stroke and bleeding risk of apixaban and rivaroxaban in elderly atrial fibrillation patients using propensity score weights. CJC Open 4:56–64. https://doi.org/10.1016/j.cjco.2021.09.002
Patel SV, Zhang L, Wei X et al (2020) A population-based cohort study of venous thromboembolism rates following surgery and during adjuvant chemotherapy in patients with colon cancer. Dis Colon Rectum. https://doi.org/10.1097/DCR.0000000000001557
Kuenzig ME, Bitton A, Carroll MW et al (2021) Inflammatory bowel disease increases the risk of venous thromboembolism in children: a population-based matched cohort study. J Crohns Colitis 15:2031–2040. https://doi.org/10.1093/ecco-jcc/jjab113
Nasreen S, Calzavara AJ, Sundaram ME et al (2021) Background incidence rates of hospitalisations and emergency department visits for thromboembolic and coagulation disorders in Ontario, Canada for COVID-19 vaccine safety assessment: a population-based retrospective observational study. BMJ Open. https://doi.org/10.1136/bmjopen-2021-052019
Charlson ME, Pompei P, Ales KL, MacKenzie CR (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40:373–383. https://doi.org/10.1016/0021-9681(87)90171-8
Deyo RA, Cherkin DC, Ciol MA (1992) Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol 45:613–619. https://doi.org/10.1016/0895-4356(92)90133-8
Erkurt M, Kaya E, Berber I et al (2012) Thrombocytopenia in adults: review article. J Hematol 2–3:44–53. https://doi.org/10.4021/jh28w
Austin PC (2014) A comparison of 12 algorithms for matching on the propensity score. Stat Med 33:1057–1069. https://doi.org/10.1002/sim.6004
Austin PC (2008) A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003. Stat Med 27:2037–2049. https://doi.org/10.1002/sim.3150
Austin PC (2009) Using the standardized difference to compare the prevalence of a binary variable between two groups in observational research. Commun Stat Simul Comput 38:1228–1234. https://doi.org/10.1080/03610910902859574
Austin PC (2011) An introduction to propensity score methods for reducing the effects of confounding in observational studies. Multivariate Behav Res 46:399–424. https://doi.org/10.1080/00273171.2011.568786
Fritz MK, Kincaid SE, Sargent CG et al (2021) Venous thromboembolism (VTE) risk stratification in general medical patients at an academic medical center. J Thromb Thrombolysis 51:67–73. https://doi.org/10.1007/s11239-020-02144-1
Arabi YM, Burns KEA, Al-Hameed F et al (2018) Surveillance or no surveillance for deep venous thrombosis and outcomes of critically ill patients: a study protocol and statistical analysis plan. Medicine. https://doi.org/10.1097/MD.0000000000012258
Wu C, Zhang M, Gu W et al (2023) Daily point-of-care ultrasound-assessment of central venous catheter-related thrombosis in critically ill patients: a prospective multicenter study. Intensive Care Med 49:401–410. https://doi.org/10.1007/s00134-023-07006-x
Caruso V, Di Castelnuovo A, Iacoviello L et al (2007) Venous thrombotic complications in adults undergoing induction treatment for acute lymphoblastic leukemia: results from a meta-analysis. J Thromb Haemost 5:621–623
Vu K, Luong NV, Hubbard J et al (2015) A retrospective study of venous thromboembolism in acute leukemia patients treated at the University of Texas MD Anderson Cancer Center. Cancer Med 4:27–35. https://doi.org/10.1002/cam4.332
Haque S, Dinh A, Rathi N et al (2011) Thrombocytopenia does not protect from deep vein thrombosis in critically Ill cancer patients. Chest 140:878A. https://doi.org/10.1378/chest.1119773
Napolitano M, Valore L, Malato A et al (2016) Management of venous thromboembolism in patients with acute leukemia at high bleeding risk: a multi-center study. Leuk Lymphoma 57:116–119. https://doi.org/10.3109/10428194.2015.1046864
Baelum JK, Moe EE, Nybo M, Vinholt PJ (2017) Venous thromboembolism in patients with thrombocytopenia: risk factors, treatment, and outcome. Clin Appl Thromb Hemost 23:345–350. https://doi.org/10.1177/1076029615613158
Lyman GH, Carrier M, Ay C et al (2021) American Society of Hematology 2021 guidelines for management of venous thromboembolism: prevention and treatment in patients with cancer. Blood Adv 5:927–974. https://doi.org/10.1182/bloodadvances.2020003442
Stevens SM, Woller SC, Baumann Kreuziger L et al (2021) Executive summary: antithrombotic therapy for VTE disease: second update of the CHEST guideline and expert panel report. Chest 160:2247–2259. https://doi.org/10.1016/j.chest.2021.07.056
Helms J, Kimmoun A, Bertoletti L (2023) Catheter-related thromboses in critically ill patients: are they worth looking for? Intensive Care Med 49:434–436. https://doi.org/10.1007/s00134-023-07022-x
Tini G, Moriconi A, Ministrini S et al (2022) Ultrasound screening for asymptomatic deep vein thrombosis in critically ill patients: a pilot trial. Intern Emerg Med 17:2269–2277. https://doi.org/10.1007/s11739-022-03085-8
Sattar N, Preiss D (2017) Reverse causality in cardiovascular epidemiological research. Circulation 135:2369–2372. https://doi.org/10.1161/CIRCULATIONAHA.117.028307
Acknowledgements
This study was supported by ICES, which is funded by an annual grant from the Ontario Ministry of Health (MOH) and the Ministry of Long-Term Care (MLTC). Parts of this material are based on data and information compiled and provided by Cancer Care Ontario (CCO). The analyses, conclusions, opinions, and statements expressed herein are solely those of the authors and do not reflect those of the funding or data sources; no endorsement is intended or should be inferred. The authors would also like to thank Fernando Binder for his help with Fig. 2.
Funding
This project was awarded the “Department of Medicine Research Fund Voucher Program Award 2021–2022” from Sinai Health, Toronto, for an amount of 5000 CAD.
Author information
Authors and Affiliations
Consortia
Contributions
BLF had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Concept and design: FCC, FA, BLF, DCS, SM, LM. Acquisition, analysis, and interpretation of data: all authors. Drafting of the manuscript: FCC, FA and BLF. Critical revision of the manuscript for important intellectual content and approval of the final draft: all authors. Statistical analysis: BLF, FA.
Corresponding author
Ethics declarations
Conflicts of interest
The authors have no relevant financial or non-financial interests to disclose.
Ethical approval
ICES is an independent, non-profit research institute whose legal status under Ontario’s health information privacy law allows it to collect and analyze healthcare and demographic data, without consent, for health system evaluation and improvement. The use of the data in this project is authorized under section 45 of Ontario’s Personal Health Information Protection Act (PHIPA) and does not require review by a Research Ethics Board.
Consent to participate
Not applicable (see Ethical approval).
Consent for publication
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Carini, F.C., Angriman, F., Scales, D.C. et al. Venous thromboembolism in critically ill adult patients with hematologic malignancy: a population-based cohort study. Intensive Care Med 50, 222–233 (2024). https://doi.org/10.1007/s00134-023-07287-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00134-023-07287-2