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Kim JS, Kwon D, Kim K, Lee SH, Lee SB, Kim K, Kim D, Lee MW, Park N, Choi JH, Jang ES, Cho IR, Paik WH, Lee JK, Ryu JK, Kim YT. Machine learning-based prediction of pulmonary embolism to reduce unnecessary computed tomography scans in gastrointestinal cancer patients: a retrospective multicenter study. Sci Rep 2024; 14:25359. [PMID: 39455658 PMCID: PMC11511972 DOI: 10.1038/s41598-024-75977-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024] Open
Abstract
This study aimed to develop a machine learning (ML) model for predicting pulmonary embolism (PE) in patients with gastrointestinal cancers, a group at increased risk for PE. We conducted a retrospective, multicenter study analyzing patients who underwent computed tomographic pulmonary angiography (CTPA) between 2010 and 2020. The study utilized demographic and clinical data, including the Wells score and D-dimer levels, to train a random forest ML model. The model's effectiveness was assessed using the area under the receiver operating curve (AUROC). In total, 446 patients from hospital A and 139 from hospital B were included. The training set consisted of 356 patients from hospital A, with internal validation on 90 and external validation on 139 patients from hospital B. The model achieved an AUROC of 0.736 in hospital A and 0.669 in hospital B. The ML model significantly reduced the number of patients recommended for CTPA compared to the conventional diagnostic strategy (hospital A; 100.0% vs. 91.1%, P < 0.001, hospital B; 100.0% vs. 93.5%, P = 0.003). The results indicate that an ML-based prediction model can reduce unnecessary CTPA procedures in gastrointestinal cancer patients, highlighting its potential to enhance diagnostic efficiency and reduce patient burden.
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Affiliation(s)
- Joo Seong Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- Department of Internal Medicine, Dongguk University College of Medicine, Dongguk University Ilsan Hospital, Goyang-si, Korea
| | - Doyun Kwon
- Interdisciplinary Program of Medical Informatics, Seoul National University College of Medicine, Seoul, Korea
| | - Kyungdo Kim
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, 27708, USA
- Transdisciplinary Department of Medicine & Advanced Technology, Seoul National University Hospital, Seoul, Korea
| | - Sang Hyub Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.
| | - Seung-Bo Lee
- Department of Medical Informatics, Keimyung University School of Medicine, 1095, Dalgubeol-daero, Dalseo-gu, Daegu, 42601, Republic of Korea.
| | - Kwangsoo Kim
- Transdisciplinary Department of Medicine & Advanced Technology, Seoul National University Hospital, Seoul, Korea
- Department of Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Dongmin Kim
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
| | - Min Woo Lee
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Namyoung Park
- Department of Medicine, Kyung Hee University Gangdong Hospital, Seoul, Korea
| | - Jin Ho Choi
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Eun Sun Jang
- Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam-si, Korea
| | - In Rae Cho
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Woo Hyun Paik
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jun Kyu Lee
- Department of Internal Medicine, Dongguk University College of Medicine, Dongguk University Ilsan Hospital, Goyang-si, Korea
| | - Ji Kon Ryu
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Yong-Tae Kim
- Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
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2
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Mehta HB, An H, Ardeshirrouhanifard S, Raji MA, Alexander GC, Segal JB. Comparative Effectiveness and Safety of Direct Oral Anticoagulants Versus Warfarin Among Adults With Cancer and Atrial Fibrillation. Circ Cardiovasc Qual Outcomes 2022; 15:e008951. [PMID: 36453260 PMCID: PMC9772095 DOI: 10.1161/circoutcomes.122.008951] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 10/27/2022] [Indexed: 12/03/2022]
Abstract
BACKGROUND While clinical guidelines recommend direct-acting oral anticoagulants (DOAC) over warfarin to treat isolated nonvalvular atrial fibrillation, guidelines are silent regarding nonvalvular atrial fibrillation treatment among individuals with cancer, reflecting the paucity of evidence in this setting. We quantified relative risk of ischemic stroke or systemic embolism and major bleeding (primary outcomes), and all-cause and cardiovascular death (secondary outcomes) among older individuals with cancer and nonvalvular atrial fibrillation comparing DOACs and warfarin. METHODS This retrospective cohort study used Surveillance, Epidemiology, and End Results cancer registry and linked US Medicare data from 2010 through 2016, and included individuals diagnosed with cancer and nonvalvular atrial fibrillation who newly initiated DOAC or warfarin. We used inverse probability of treatment weighting to control confounding. We used competing risk regression for primary outcomes and cardiovascular death, and Cox proportional hazard regression for all-cause death. RESULTS Among 7675 individuals included in the cohort, 4244 (55.3%) received DOACs and 3431 (44.7%) warfarin. In the inverse probability of treatment weighting analysis, there was no statistically significant difference among DOAC and warfarin users in the risk of ischemic stroke or systemic embolism (1.24 versus 1.19 events per 100 person-years, adjusted hazard ratio 1.41 [95% CI, 0.92-2.14]), major bleeding (3.08 versus 4.49 events per 100 person-years, adjusted hazard ratio 0.90 [95% CI, 0.70-1.17]), and cardiovascular death (1.88 versus 3.14 per 100 person-years, adjusted hazard ratio 0.82 [95% CI, 0.59-0.1.13]). DOAC users had significantly lower risk of all-cause death (7.09 versus 13.3 per 100 person-years, adjusted hazard ratio 0.81 [95% CI, 0.69-0.94]) compared to warfarin users. CONCLUSIONS Older adults with cancer and atrial fibrillation exposed to DOACs had similar risks of stroke and systemic embolism and major bleeding as those exposed to warfarin. Relative to warfarin, DOAC use was associated with a similar risk of cardiovascular death and a lower risk of all-cause death.
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Affiliation(s)
- Hemalkumar B. Mehta
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Huijun An
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Shirin Ardeshirrouhanifard
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Mukaila A. Raji
- Department of Internal Medicine, The University of Texas Medical Branch, Galveston, Texas
| | - G. Caleb Alexander
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, MD
| | - Jodi B. Segal
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, MD
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3
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Tsu L, Nguyen C, Ramos R. Geriatric Pharmacology Case Series: Direct Oral Anticoagulants for Older People With Cancer. Sr Care Pharm 2022; 37:49-54. [PMID: 35082009 DOI: 10.4140/tcp.n.2022.49] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
This case study focuses on the treatment of a patient with cancer-associated venous thromboembolism (VTE). This is a common complication of cancer that can result in substantial morbidity and mortality. The case reviews the approach of analyzing older people with cancer-associated VTE and its treatment options.
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Affiliation(s)
- Laura Tsu
- Chapman University, Irvine, California
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4
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Clinical factors and outcomes of subsegmental pulmonary embolism in cancer patients. Blood Adv 2021; 5:1050-1058. [PMID: 33599740 DOI: 10.1182/bloodadvances.2020003136] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 01/12/2021] [Indexed: 12/20/2022] Open
Abstract
In the cancer population, patients diagnosed with venous thromboembolism (VTE) are considered to have a threefold increased risk of mortality compared with those without VTE. With the advent of modern computed tomography (CT), the rate of diagnosis of subsegmental pulmonary embolism (SSPE) has increased, likely as a result of improved visualization of the peripheral pulmonary arteries. The clinical significance of SSPE remains unclear because of the lack of randomized controlled clinical trials. The aim of this study was to identify the incidence and risk factors of recurrent proximal PE within 12 months of diagnosis of SSPE in cancer. We performed a retrospective analysis of 206 adult cancer patients who were diagnosed with SSPE from 2014 to 2016 at the University of Texas MD Anderson Cancer Center. At the time of SSPE diagnosis, the majority had metastatic cancer, 108 patients (53.2%) were undergoing chemotherapy, and 23 patients (11.2%) had a history of VTE. Most patients had an Eastern Cooperative Oncology Group (ECOG) performance status of 0 to 2. Sixty-seven percent of SSPE was discovered incidentally on restaging CT scans, with the majority being a single and isolated event (70.9%). Within 12 months of SSPE diagnosis, 18 patients (8.7%) were found to have a recurrent PE. The patients treated with anticoagulation had a lower rate of PE recurrence (8% vs 13% in those not treated with anticoagulation). Treatment with anticoagulation did not appear to have a significant impact on overall survival (P = .48) when adjusted for ECOG performance status and cancer stage.
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Achebe I, Mbachi C, Palacios P, Wang Y, Asotibe J, Ofori-Kuragu A, Gandhi S. Predictors of venous thromboembolism in hospitalized patients with inflammatory bowel disease and colon cancer: A retrospective cohort study. Thromb Res 2020; 199:14-18. [PMID: 33385795 DOI: 10.1016/j.thromres.2020.12.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Revised: 11/21/2020] [Accepted: 12/15/2020] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Venous thromboembolism (VTE) in patients with inflammatory bowel disease (IBD) and colon cancer (CC) increases morbidity and mortality. Risk of thrombosis in IBD and CC is well established. Still, it remains unclear how interaction of thrombotic properties in patients with both diseases predict development of VTE. MATERIALS AND METHODS The Nationwide Inpatient Sample was sourced (2005-2014) for data on patients admitted with IBD-CC who developed VTE. The main outcome was predictors of VTE. Secondary outcomes were length of stay and total charge of admission. RESULTS 7625 adults were admitted from 2005 to 2014 with a co-diagnosis of IBD and CC. 197 (2.6%) were coded to have VTE as a top three diagnosis. Multivariate logistic regression showed that black patients (11.9% vs 6.0%; aOR 2.04, 95% CI = 1.26-3.31, P < 0.004) and patients with metastatic disease (27.9% vs 16.7%; aOR 1.77, 95% CI = 1.27-2.47, P = 0.001) had higher odds of having VTE. Patients with uncomplicated diabetes (8.1% vs 15.5%; aOR 0.48, 95% CI = 0.28-0.84, P = 0.010) had lower odds. Obesity and anemia were significantly associated with VTE in univariate logistic regression, but lost significance after multivariate regression. Additionally, VTE was associated with increased length of stay (8.41 vs 6.87 days, P = 0.006) and admission cost ($64,388 vs $50,874, P = 0.010). CONCLUSIONS Patients with IBD and CC likely have unique procoagulant properties that differ from patients with IBD or CC alone. Knowledge of these predictors can assist efforts to risk stratify IBC-CC patients, and can aid development of an individualized approach to DVT prophylaxis in this population.
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Affiliation(s)
- Ikechukwu Achebe
- Department of Internal Medicine, John H. Stroger, Jr. Hospital of Cook County, 1969 W Ogden Ave, Chicago 60612, IL, USA.
| | - Chimezie Mbachi
- Yale University School of Medicine, Section of Digestive Diseases, 333 Cedar Street, New Haven, CT 06520-8000, USA
| | - Pedro Palacios
- Department of Internal Medicine, John H. Stroger, Jr. Hospital of Cook County, 1969 W Ogden Ave, Chicago 60612, IL, USA
| | - Yuchen Wang
- Department of Gastroenterology, John H. Stroger, Jr. Hospital of Cook County, 1969 W Ogden Ave, Chicago 60612, IL, USA
| | - Jennifer Asotibe
- Department of Internal Medicine, John H. Stroger, Jr. Hospital of Cook County, 1969 W Ogden Ave, Chicago 60612, IL, USA
| | - Aaron Ofori-Kuragu
- Washington University in St. Louis, 1 Brookings Dr, St. Louis, MO 63130, USA
| | - Seema Gandhi
- Department of Gastroenterology, John H. Stroger, Jr. Hospital of Cook County, 1969 W Ogden Ave, Chicago 60612, IL, USA
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Zhang J, Atalla M, Mallick R, Wells PS, Carrier M. Thromboprophylaxis for patients with newly diagnosed vs. recurrent cancers: a post-hoc analysis of the avert trial. J Thromb Thrombolysis 2020; 51:720-724. [PMID: 33079379 DOI: 10.1007/s11239-020-02317-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/12/2020] [Indexed: 11/27/2022]
Abstract
Venous thromboembolic disease (VTE) is a common complication among patients with cancer. Data reporting risk of VTE among patients receiving chemotherapy for recurrent cancer compared to those with newly diagnosed tumors is scarce. Furthermore, it is unclear if thromboprophylaxis is beneficial and safe in these specific patient populations. Post-hoc analysis of the AVERT trial which was a randomized, placebo-controlled, double-blind trial comparing apixaban therapy to placebo for VTE prophylaxis among cancer patients who were intermediate-to-high risk for VTE and who were initiating chemotherapy. The HRs for recurrent VTE and major bleeding episodes in patients with newly diagnosed and recurrent cancers were calculated using a Cox regression model controlling for age, gender, and center. Of the 563 included patients 469 and 93 patients had newly diagnosed and recurrent cancers, respectively. Patients with recurrent cancer have a higher risk of VTE (Hazard ratio (HR): 1.53 (95% CI 1.0 to 2.33; p = 0.047) and major bleeding episodes (HR 2.89 (95% CI 1.52 to 5.49; p = 0.001) compared to those with newly diagnosed cancer. In patients with newly diagnosed cancers, the use of apixaban was associated with a significantly lower risk of VTE (HR 0.45; 95% CI 0.27-0.76; p = 0.002) and a higher rate of major bleeding (HR 2.10; 95% CI 1.09-4.08; p = 0.028). In patients with recurrent cancer, apixaban was associated with a significant lower rate of VTE (HR 0.26; 95% CI 0.13-0.53; p < 0.001) without an associated significantly increased risk of major bleeding (HR 1.82; 95% CI 0.36-9.15; p = 0.466). Patients with recurrent cancer seem to be at higher risk of recurrent VTE and major bleeding complications compared to those with newly diagnosed tumors. Apixaban appears to be safe and effective in these patient populations.
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Affiliation(s)
- James Zhang
- Institut du Savoir Montfort, Montfort Hospital, Ottawa, Canada
- Department of Medicine, University of Ottawa, the Ottawa Hospital Research Institute, 501 Smyth Road, Box 201 a, Ottawa, ON, K1H 8L6, Canada
| | - Marina Atalla
- Department of Medicine, University of Ottawa, the Ottawa Hospital Research Institute, 501 Smyth Road, Box 201 a, Ottawa, ON, K1H 8L6, Canada
| | - Ranjeeta Mallick
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Canada
| | - Philip S Wells
- Department of Medicine, University of Ottawa, the Ottawa Hospital Research Institute, 501 Smyth Road, Box 201 a, Ottawa, ON, K1H 8L6, Canada
| | - Marc Carrier
- Department of Medicine, University of Ottawa, the Ottawa Hospital Research Institute, 501 Smyth Road, Box 201 a, Ottawa, ON, K1H 8L6, Canada.
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7
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Venous Thromboembolism in Cancer Patients on Simultaneous and Palliative Care. Cancers (Basel) 2020; 12:cancers12051167. [PMID: 32384641 PMCID: PMC7281278 DOI: 10.3390/cancers12051167] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 04/29/2020] [Accepted: 05/02/2020] [Indexed: 12/25/2022] Open
Abstract
Simultaneous care represents the ideal integration between early supportive and palliative care in cancer patients under active antineoplastic treatment. Cancer patients require a composite clinical, social and psychological management that can be effective only if care continuity from hospital to home is guaranteed and if such a care takes place early in the course of the disease, combining standard oncology care and palliative care. In these settings, venous thromboembolism (VTE) represents a difficult medical challenge, for the requirement of acute treatments and for the strong impact on anticancer therapies that might be delayed or, even, totally discontinued. Moreover, cancer patients not only display high rates of VTE occurrence/recurrence but are also more prone to bleeding and this forces clinicians to optimize treatment strategies, balancing between hemorrhages and thrombus formation. VTE prevention is, therefore, regarded as a double-edged sword. Indeed, while on one hand the appropriate use of antithrombotic agents can reduce VTE occurrence, on the other it significantly increases the bleeding risk, especially in the frail patients who present with multiple co-morbidities and poly-therapy that can interact with anticoagulant drugs. For these reasons, thromboprophylaxis should start while active cancer treatment is ongoing, according to a simultaneous care model in a patient-centered perspective.
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8
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McBane RD, Loprinzi CL, Ashrani A, Lenz CJ, Houghton D, Zemla T, Le-Rademacher JG, Wysokinski WE. Extending venous thromboembolism secondary prevention with apixaban in cancer patients: The EVE trial. Eur J Haematol 2019; 104:88-96. [PMID: 31606897 DOI: 10.1111/ejh.13338] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 10/01/2019] [Accepted: 10/04/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND Cancer-associated venous thromboembolism (VTE) carries a high rate of recurrence and death. Guidelines recommend continued anticoagulation therapy as long as active cancer persists. Apixaban 2.5 mg twice daily is the FDA-approved dose for secondary prevention regardless of VTE causation. Whether this apixaban dose is appropriate for secondary VTE prevention in cancer patients is not clear. The rationale and design of this investigator initiated phase III, multicenter, randomized, double-blind, trial assessing apixaban 2.5 mg vs 5 mg twice daily for 12 months for the secondary VTE prevention in cancer patients (n = 370) who have completed 6 months (but no more than 12 months) of anticoagulation is provided (NCT03080883). METHODS/DESIGN The primary study objective is to estimate differences in the combined rate of major plus clinically relevant non-major bleeding for apixaban 2.5 mg vs 5 mg twice daily. Secondary efficacy outcome is to assess rates of venous or arterial thromboembolism. Participating centers are chosen from the Academic and Community Cancer Research United (ACCRU) consortium. CONCLUSION We anticipate these trial results to provide evidence supporting low-dose apixaban as a safe agent for secondary prevention of cancer-associated VTE for patients who have already completed 6-12 months of anticoagulation.
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Affiliation(s)
- Robert D McBane
- Vascular Medicine Division, Gonda Vascular Center, Mayo Clinic, Rochester, Minnesota.,Hematology Division, Mayo Clinic, Rochester, Minnesota
| | | | - Aneel Ashrani
- Hematology Division, Mayo Clinic, Rochester, Minnesota
| | - Charles J Lenz
- Vascular Medicine Division, Gonda Vascular Center, Mayo Clinic, Rochester, Minnesota
| | - Damon Houghton
- Vascular Medicine Division, Gonda Vascular Center, Mayo Clinic, Rochester, Minnesota.,Hematology Division, Mayo Clinic, Rochester, Minnesota
| | - Tyler Zemla
- Health Science Research Biomedical Statistics and Informatics, Mayo Clinic, Rochester , Minnesota
| | - Jennifer G Le-Rademacher
- Health Science Research Biomedical Statistics and Informatics, Mayo Clinic, Rochester , Minnesota
| | - Waldemar E Wysokinski
- Vascular Medicine Division, Gonda Vascular Center, Mayo Clinic, Rochester, Minnesota.,Hematology Division, Mayo Clinic, Rochester, Minnesota
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Iorga RA, Bratu OG, Marcu RD, Constantin T, Mischianu DLD, Socea B, Gaman MA, Diaconu CC. Venous thromboembolism in cancer patients: Still looking for answers. Exp Ther Med 2019; 18:5026-5032. [PMID: 31819767 DOI: 10.3892/etm.2019.8019] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Accepted: 08/21/2019] [Indexed: 12/17/2022] Open
Abstract
Patients with cancer-associated venous thromboembolism (VTE) represent a real challenge in clinical practice. Patients with cancer have a greater risk both of VTE and bleeding. There are only a few studies regarding the therapeutic approach of VTE in patients with cancer, especially after cancer surgery, and on thromboprophylaxis during chemotherapy. Many of the anticoagulation therapy recommendations for cancer patients are extrapolated from trials that are not conducted in cancer cohorts. It is essential to assess the efficacy and safety of VTE prophylaxis in this particular subgroup, which bears higher risks both of VTE recurrence and major hemorrhagic events. The introduction of direct oral anticoagulants in everyday practice represented a major evolution of the anticoagulant treatment. Direct anticoagulants could represent a more appealing alternative to low-molecular-weight heparin in paraneoplastic venous thrombosis, due to the patient comfort, easy administration of the drug and emerging studies that prove similar efficacy and safety as the standard treatment. However, there is limited data on the treatment with direct oral anticoagulants in patients with paraneoplastic venous thromboembolism.
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Affiliation(s)
- Roua Anamaria Iorga
- Internal Medicine Department, Clinical Emergency Hospital of Bucharest, 014461 Bucharest, Romania
| | - Ovidiu Gabriel Bratu
- Urology Department, Emergency University Central Military Hospital, 010825 Bucharest, Romania.,Academy of Romanian Scientists, Bucharest 030167, Romania.,University of Medicine and Pharmacy 'Carol Davila', 050474 Bucharest, Romania
| | - Radu Dragos Marcu
- Urology Department, Emergency University Central Military Hospital, 010825 Bucharest, Romania.,University of Medicine and Pharmacy 'Carol Davila', 050474 Bucharest, Romania
| | - Traian Constantin
- University of Medicine and Pharmacy 'Carol Davila', 050474 Bucharest, Romania.,Urology Department, 'Prof. Th. Burghele' Clinical Hospital, 050652 Bucharest, Romania
| | - Dan Liviu Dorel Mischianu
- Urology Department, Emergency University Central Military Hospital, 010825 Bucharest, Romania.,Academy of Romanian Scientists, Bucharest 030167, Romania.,University of Medicine and Pharmacy 'Carol Davila', 050474 Bucharest, Romania
| | - Bogdan Socea
- University of Medicine and Pharmacy 'Carol Davila', 050474 Bucharest, Romania.,Surgery Department, 'St. Pantelimon' Clinical Emergency Hospital, 021659 Bucharest, Romania
| | | | - Camelia Cristina Diaconu
- Internal Medicine Department, Clinical Emergency Hospital of Bucharest, 014461 Bucharest, Romania.,University of Medicine and Pharmacy 'Carol Davila', 050474 Bucharest, Romania
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Rhea IB, Lyon AR, Fradley MG. Anticoagulation of Cardiovascular Conditions in the Cancer Patient: Review of Old and New Therapies. Curr Oncol Rep 2019; 21:45. [DOI: 10.1007/s11912-019-0797-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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11
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Tiseo M, Bersanelli M, Barili MP, Bartolotti M, De Luca G, Gelsomino F, Camisa R, Cademartiri F, Ardizzoni A. Asymptomatic Pulmonary Embolism in Lung Cancer: Prevalence and Analysis of Clinical and Radiological Characteristics in 141 Outpatients. TUMORI JOURNAL 2018; 98:594-600. [DOI: 10.1177/030089161209800509] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Aims and background The incidence of asymptomatic pulmonary embolism in cancer patients is unknown and strictly related to the imaging used for tumor assessment. Recent findings suggest a similar clinical outcome of asymptomatic pulmonary embolism events compared to symptomatic events with a significant impact on survival. The aim of the present study was to determine the prevalence of asymptomatic pulmonary embolism in a population of lung cancer outpatients and to investigate its clinical features. Methods Outpatients with a diagnosis of lung carcinoma undergoing chemotherapy were selected from October 2006 to June 2009. Disease and patient characteristics, risk factors and treatment modalities were collected. All the computed tomography images performed for each patient during the study period were retrospectively reviewed to identify pulmonary embolism. Results A total of 141 consecutive patients were included and 657 computed tomography scans were completely reviewed (from two to six consecutive scans for each patient). Asymptomatic pulmonary embolism in the study population had a prevalence of 14.9% (21 patients). Most of the events occurred in patients with adenocarcinoma, advanced stage and poor performance status, during the early phases of first-line chemotherapy or at the same time of the cancer diagnosis. Compared with the symptomatic pulmonary embolism events (5 patients), asymptomatic events occurred earlier (time from cancer diagnosis to pulmonary embolism of 3.5 [95% CI, 2.0–4.9] versus 12.1 months [95% CI, 6.3–17.9; P = 0.02]) and had a better prognosis (survival from PE of 7.5 [95% CI, 3.4–11.6] versus 1.9 months [95% CI, 0–3.9; P = 0.04]). Conclusions Our findings indicate an underestimation of embolic events among lung cancer outpatients due to their frequent asymptomatic natur. Such a high prevalence suggests the importance to pay more attention to pulmonary embolism prevention in this population.
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Affiliation(s)
- Marcello Tiseo
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | | | | | - Marco Bartolotti
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - Giovanni De Luca
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | | | - Roberta Camisa
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | | | - Andrea Ardizzoni
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
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12
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Khan UT, Walker AJ, Baig S, Card TR, Kirwan CC, Grainge MJ. Venous thromboembolism and mortality in breast cancer: cohort study with systematic review and meta-analysis. BMC Cancer 2017; 17:747. [PMID: 29126386 PMCID: PMC5681811 DOI: 10.1186/s12885-017-3719-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 10/30/2017] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Breast cancer patients are at an increased risk of venous thromboembolism (VTE). However, current evidence as to whether VTE increases the risk of mortality in breast cancer patients is conflicting. We present data from a large cohort of patients from the UK and pool these with previous data from a systematic review. METHODS Using the Clinical Practice Research Datalink (CPRD) dataset, we identified a cohort of 13,202 breast cancer patients, of whom 611 were diagnosed with VTE between 1997 and 2006 and 12,591 did not develop VTE. Hazard ratios (HR) were used to compare mortality between the two groups. These were then pooled with existing data on this topic identified via a search of the MEDLINE and EMBASE databases (until January 2015) using a random-effects meta-analysis. RESULTS Within the CPRD, VTE was associated with increased mortality when treated as a time-varying covariate (HR = 2.42; 95% CI, 2.13-2.75), however, when patients were permanently classed as having VTE based on presence of a VTE event within 6 months of cancer diagnosis, no increased risk was observed (HR = 1.22; 0.93-1.60). The pooled HR from seven studies using the second approach was 1.69 (1.12-2.55), with no effect seen when restricted to studies which adjusted for key covariates. CONCLUSION A large HR for VTE in the time-varying covariate analysis reflects the known short-term mortality following a VTE. When breast cancer patients are fortunate to survive the initial VTE, the influence on longer-term mortality is less certain.
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Affiliation(s)
- Umair T. Khan
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Medical School, Nottingham, NG7 2UH UK
- Institute of Translational Medicine, Molecular and Clinical Cancer Medicine, University of Liverpool, Crown Street, Liverpool, L69 3BX UK
| | - Alex J. Walker
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Medical School, Nottingham, NG7 2UH UK
- School of Life Sciences, University of Nottingham, Medical School, Queen’s Medical Centre, Nottingham, NG7 2UH UK
| | - Sadaf Baig
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Medical School, Nottingham, NG7 2UH UK
| | - Tim R. Card
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Medical School, Nottingham, NG7 2UH UK
| | - Cliona C. Kirwan
- Institute of Cancer, University of Manchester, South Manchester University Hospitals NHS Trust, Wythenshawe Hospital, Southmoor Road, Manchester, M23 9PL UK
| | - Matthew J. Grainge
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Medical School, Nottingham, NG7 2UH UK
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Ramos JD, Wingate JT, Gulati R, Plimack ER, Harshman LC, Powles T, Crabb SJ, Niegisch G, Bellmunt J, Ladoire S, De Giorgi U, Hussain S, Alva AS, Baniel J, Agarwal N, Rosenberg JE, Vaishampayan UN, Galsky MD, Yu EY. Venous Thromboembolism Risk in Patients With Locoregional Urothelial Tract Tumors. Clin Genitourin Cancer 2017; 16:S1558-7673(17)30242-2. [PMID: 28923700 PMCID: PMC5826750 DOI: 10.1016/j.clgc.2017.08.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Revised: 08/05/2017] [Accepted: 08/13/2017] [Indexed: 12/21/2022]
Abstract
BACKGROUND Venous thromboembolism (VTE) is common in cancer patients, but there is limited data on patients with urothelial tract tumors (UTT). We previously identified several associative factors for increased VTE rates in patients with metastatic UTT. In this study, we assessed the frequency, associative factors, and impact on survival of VTE in patients with locoregional UTT. METHODS Patients with locoregional bladder, upper urinary tract, or urethral cancer were included in this multi-center study from 29 academic institutions. Patients with < cT2, > N1, or M1 disease at diagnosis were excluded. Patients with incomplete clinical staging or miscoded/missing data were excluded. Cumulative, unadjusted VTE incidence was calculated from time of diagnosis of muscle-invasive disease, excluding VTEs diagnosed in the metastatic setting. χ2 statistics tested differences in VTE rates across baseline and treatment-related factors. Significant covariates were incorporated into a multivariate, logistic regression model. Overall survival stratified by VTE was estimated using Kaplan-Meier methods and evaluated using the log-rank test. RESULTS A total of 1732 patients were eligible. There were 132 (7.6%) VTEs. On multivariate analysis, non-urothelial histology (P < .001), clinical Nx stage (P < .001), cardiovascular disease (P = .01), and renal dysfunction (P = .04) were statistically significant baseline factors associated with VTE. Using surgery alone as reference, surgery with perioperative chemotherapy (P = .04) and radiation with concurrent chemotherapy (P = .04) also were significant. CONCLUSIONS The VTE incidence of 7.6% in locoregional disease is comparable with our previously reported rate in the metastatic setting (8.2%). Similar to our findings in metastatic UTT, non-urothelial histology, renal dysfunction, and CVD was associated with increased VTE risk.
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Affiliation(s)
- Jorge D Ramos
- University of Washington, Seattle, WA; Fred Hutchinson Cancer Research Center, Seattle, WA
| | | | - Roman Gulati
- Fred Hutchinson Cancer Research Center, Seattle, WA
| | | | | | - Thomas Powles
- Barts and the London School of Medicine, London, England
| | | | - Guenter Niegisch
- Medical Faculty, Department of Urology, Heinrich-Heine-University, Düsseldorf, Germany
| | | | - Sylvain Ladoire
- Georges François Leclerc Center, Dijon, France; Université de Bourgogne, Dijon, France
| | - Ugo De Giorgi
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | | | | | | | | | | | | | | | - Evan Y Yu
- University of Washington, Seattle, WA; Fred Hutchinson Cancer Research Center, Seattle, WA.
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Ramos JD, Casey MF, Crabb SJ, Bamias A, Harshman LC, Wong YN, Bellmunt J, De Giorgi U, Ladoire S, Powles T, Pal SK, Niegisch G, Recine F, Alva A, Agarwal N, Necchi A, Vaishampayan UN, Rosenberg JE, Galsky MD, Yu EY. Venous thromboembolism in metastatic urothelial carcinoma or variant histologies: incidence, associative factors, and effect on survival. Cancer Med 2016; 6:186-194. [PMID: 28000388 PMCID: PMC5269690 DOI: 10.1002/cam4.986] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Revised: 09/27/2016] [Accepted: 10/27/2016] [Indexed: 11/17/2022] Open
Abstract
Venous thromboembolism (VTE) is common in cancer patients. However, little is known about VTE risk in metastatic urothelial carcinoma or variant histologies (UC/VH). We sought to characterize the incidence, associative factors, including whether various chemotherapy regimens portend different risk, and impact of VTE on survival in metastatic UC/VH patients. Patients diagnosed with metastatic UC/VH from 2000 to 2013 were included in this multicenter retrospective, international study from 29 academic institutions. Cumulative and 6‐month VTE incidence rates were determined. The association of first‐line chemotherapy (divided into six groups) and other baseline characteristics on VTE were analyzed. Each chemotherapy treatment group and statistically significant baseline clinical characteristics were assessed in a multivariate, competing‐risk regression model. VTE patients were matched to non‐VTE patients to determine the impact of VTE on overall survival. In all, 1762 patients were eligible for analysis. There were 144 (8.2%) and 90 (5.1%) events cumulative and within the first 6 months, respectively. VTE rates based on chemotherapy group demonstrated no statistical difference when gemcitabine/cisplatin was used as the comparator. Non‐urotheilal histology (SHR: 2.67; 95% CI: 1.72–4.16, P < 0.001), moderate to severe renal dysfunction (SHR: 2.12; 95% CI: 1.26–3.59, P = 0.005), and cardiovascular disease (CVD) or CVD risk factors (SHR: 2.27; 95% CI: 1.49–3.45, P = 0.001) were associated with increased VTE rates. Overall survival was worse in patients with VTE (median 6.0 m vs. 10.2 m, P < 0.001). Thus, in metastatic UC/VH patients, VTE is common and has a negative impact on survival. We identified multiple associated potential risk factors, although different chemotherapy regimens did not alter risk.
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Affiliation(s)
| | - Martin F Casey
- Icahn School of Medicine at Mount Sinai, New York, New York
| | | | | | | | - Yu-Ning Wong
- Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | | | - Ugo De Giorgi
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Sylvain Ladoire
- Georges François Leclerc Center, Dijon, France.,Université de Bourgogne, Dijon, France
| | - Thomas Powles
- Barts and the London School of Medicine, London, England
| | | | | | - Federica Recine
- Istituto Scientifico Romagnolo per lo Studio e la Cura dei Tumori (IRST) IRCCS, Meldola, Italy
| | - Ajjai Alva
- University of Michigan, Ann Arbor, Michigan
| | | | - Andrea Necchi
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | | | | | - Evan Y Yu
- University of Washington, Seattle, Washington
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Risk of venous thromboembolism in hospitalised cancer patients in England-a cohort study. J Hematol Oncol 2016; 9:60. [PMID: 27461026 PMCID: PMC4962547 DOI: 10.1186/s13045-016-0291-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Accepted: 07/19/2016] [Indexed: 12/21/2022] Open
Abstract
Background Venous thromboembolism (VTE) is a well-recognised and life-threatening complication in patients with cancer. However, the precise risk of VTE in hospitalised cancer patients in England has not been previously reported. Methods We conducted a cohort study using linked Hospital Episodes Statistics and Office for National Statistics mortality data. We determined the risk of VTE separately for 24 cancer sites following first hospitalisation for cancer (index date) and how this varied by age, proximity from hospital admission, administration of chemotherapy and calendar time. Results Between 1998 and 2012, 3,558,660 patients were hospitalised for cancer. The cancer sites with the highest risk of VTE during initial hospitalisation for cancer were pancreatic (4.9 %), ovarian (4 %) and liver (3.8 %). The three cancer sites with the highest risk of first VTE event within 6 months from discharge were pancreatic (3.7 %), oesophagus (3 %) and stomach (2.8 %). For most cancers, the risk of VTE within 6 months from discharge was higher amongst patients who underwent chemotherapy compared to those who did not. The impact of age on risk of VTE varied considerably between cancer sites. Conclusions The risk of VTE amongst patients hospitalised for cancer varies greatly by cancer site, age, proximity from hospital admission, and chemotherapy administration. Electronic supplementary material The online version of this article (doi:10.1186/s13045-016-0291-0) contains supplementary material, which is available to authorized users.
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Determinants of hypofibrinolysis in patients with digestive tract cancer. GASTROENTEROLOGY REVIEW 2016; 11:104-10. [PMID: 27350837 PMCID: PMC4916237 DOI: 10.5114/pg.2016.57619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Accepted: 04/18/2015] [Indexed: 02/03/2023]
Abstract
Introduction Recently, we demonstrated that digestive tract cancer (DTC) is associated with reduced fibrin clot permeability and impaired fibrinolysis. Aim We investigated determinants of fibrinolysis in DTC patients. Material and methods In 44 consecutive patients with DTC and 47 controls matched for age, sex, and cardiovascular risk, we evaluated fibrinolysis proteins, platelet activation markers, thrombin formation, together with plasma clot lysis time assays in the absence (CLT) and presence of carboxypeptidase potato inhibitor (CLT CPI) that blocks thrombin activatable fibrinolysis inhibitor (TAFI). Results In the DTC group CLT (by 22.3%) and CLT CPI (by 27.4%) were longer compared with controls. The DTC patients had higher plasma fibrinolysis inhibitors, plasminogen activator inhibitor 1 (PAI-1) (by 18.2%), TAFI activity (by 17.3%), and antigen (by 11.2%). The patients had markedly increased platelet markers – soluble CD40 ligand (by 338%) and P-selectin (by 97%), together with von Willebrand factor (vWF) antigen (by 61%). Thrombin-antithrombin complexes (TAT) (by 48.7%) and soluble thrombomodulin (sTM) (by 17.2%) were also increased in the DTC group (all p < 0.05). Patients with high-grade tumours (n = 26) compared with remainders (n = 18) had longer CLT, higher tissue-type plasminogen activator antigen, both TAFI antigen and activity levels, vWF, and sTM. Multiple regression analysis after adjustment for potential confounders showed that independent predictors of CLT in DTC patients were TAT, TAFI activity, and vWF. The only independent predictor of CLT CPI was TAT. Conclusions Hypofibrinolysis in DTC patients is largely driven by enhanced thrombin generation, TAFI, and endothelial injury.
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Ashrani AA, Gullerud RE, Petterson TM, Marks RS, Bailey KR, Heit JA. Risk factors for incident venous thromboembolism in active cancer patients: A population based case-control study. Thromb Res 2016; 139:29-37. [PMID: 26916293 DOI: 10.1016/j.thromres.2016.01.002] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Revised: 12/09/2015] [Accepted: 01/02/2016] [Indexed: 12/21/2022]
Abstract
BACKGROUND Independent risk factors for cancer-associated incident venous thromboembolism (VTE) and their magnitude of risk are not fully characterized. AIM To identify non-cancer and cancer-specific risk factors for cancer-associated incident VTE. METHODS In a population-based retrospective case-control study, we used Rochester Epidemiology Project and Mayo Clinic Cancer Registry resources to identify all Olmsted County, MN residents with active cancer-associated incident VTE, 1973-2000 (cases; n=570) and 1-3 residents with active cancer matched to each case on age, sex, date and duration of active cancer (controls; n=604). Using conditional logistic regression, we tested cancer and non-cancer characteristics for an association with VTE, including a cancer site VTE risk score. RESULTS In the multivariable model, higher cancer site VTE risk score (OR=1.4 per 2-fold increase), cancer stage≥2 (OR=2.2), liver metastasis (OR=2.7), chemotherapy (OR=1.8) and progesterone use (OR=2.1) were independently associated with VTE, as were BMI<18.5kg/m(2) (OR=1.9) or ≥35kg/m(2) (OR=4.0), hospitalization (OR=7.9), nursing home confinement (OR=4.7), central venous (CV) catheter (OR=8.5) and any recent infection (OR=1.7). In a subgroup analysis, platelet count≥350×10(9)/L at time of cancer diagnosis was marginally associated with VTE (OR=2.3, p=0.07). CONCLUSION Cancer site, cancer stage≥2, liver metastasis, chemotherapy, progesterone, being underweight or obese, hospitalization/nursing home confinement, CV catheter, and infection are independent risk factors for incident VTE in active cancer patients.
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Affiliation(s)
- Aneel A Ashrani
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, United States.
| | - Rachel E Gullerud
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States
| | - Tanya M Petterson
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States
| | - Randolph S Marks
- Division of Medical Oncology, Department of Oncology, Mayo Clinic, Rochester, MN, United States
| | - Kent R Bailey
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States
| | - John A Heit
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, United States; Division of Cardiovascular Diseases, Department of Internal Medicine, Mayo Clinic, Rochester, MN, United States; Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States
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Venous thromboembolism in hematopoietic stem cell transplant recipients. Bone Marrow Transplant 2015; 51:473-8. [DOI: 10.1038/bmt.2015.308] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 10/22/2015] [Accepted: 10/23/2015] [Indexed: 01/22/2023]
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The humanistic and economic burden of venous thromboembolism in cancer patients: a systematic review. Blood Coagul Fibrinolysis 2015; 26:13-31. [PMID: 25202884 DOI: 10.1097/mbc.0000000000000193] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The objective of this study was to present evidence on the epidemiology, health outcomes and economic burden of cancer-related venous thromboembolism (VTE). Medline, Cochrane Central Register of Controlled Trials, Econlit, Science Direct, JSTOR, Oxford Journals and Cambridge Journals were searched. The systematic literature search was limited to manuscripts published from January 2000 to December 2012. On the basis of the literature, cancer patients experience between two-fold and 20-fold higher risk of developing VTE than noncancer patients. They are more likely to experience a VTE event during the first 3-6 months after cancer diagnosis. In addition, an increased risk of VTE in patients with distant metastases and certain types of cancer (i.e. pancreatic or lung) was revealed. VTE was found to be a leading cause of mortality in cancer patients. The annual average total cost for cancer patients with VTE was found to be almost 50% higher than that of cancer patients without VTE. Inpatient care costs accounted for more than 60% of total cost. The existing evidence assessed in the present review demonstrated the significant health and economic consequences of cancer-related VTE, which make a strong case for the importance of its proper and efficient prevention and management.
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Petterson TM, Marks RS, Ashrani AA, Bailey KR, Heit JA. Risk of site-specific cancer in incident venous thromboembolism: a population-based study. Thromb Res 2014; 135:472-8. [PMID: 25547213 DOI: 10.1016/j.thromres.2014.12.013] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Revised: 12/10/2014] [Accepted: 12/11/2014] [Indexed: 02/06/2023]
Abstract
BACKGROUND The risk of venous thromboembolism (VTE) by cancer site is uncertain. OBJECTIVE To estimate VTE risk by tumor site. METHODS We enumerated observed active cancers by cancer site for Olmsted County, MN residents with incident VTE over the 13-year period, 1988-2000 (n = 345 of 1417). We used 1988-2000 Iowa State Surveillance, Epidemiology, and End Results (SEER) data to estimate the expected age-specific prevalence of cancer by cancer site for all VTE cases; standardized Morbidity Ratios (SMR) for each cancer site were estimated by dividing the observed number of cancers in the VTE incident cohort by the expected number. Relative risk regression was used to model the observed number of cancers of each site, adjusting for the expected value based on SEER prevalence data, using generalized linear regression with a Poisson error and the natural log of the age- and sex-group expected count as an offset. RESULTS For men and women with VTE, all cancer sites had an increased SMR, ranging from 4.1 for head neck cancer to 47.3 for brain cancer. Among women, the SMR for breast, ovarian and other gynecologic cancers were 8.4, 13.0 and 8.4, respectively; for men, prostate cancer SMR was 7.9. Adjusting for age and sex, the relative risk (RR) of cancer in VTE cases was associated with cancer site in a multivariable model (p < 0.001). Adjusting for age and sex, pancreatic, brain, other digestive cancers, and lymphoma had significantly higher RRs than the grouped comparison cancers. CONCLUSIONS Incident VTE risk can be stratified by cancer site.
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Affiliation(s)
- Tanya M Petterson
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic Rochester, MN, United States
| | - Randolph S Marks
- Division of Medical Oncology, Department of Oncology, Mayo Clinic Rochester, MN, United States
| | - Aneel A Ashrani
- Division of Hematology, Department of Internal Medicine, Mayo Clinic Rochester, MN, United States
| | - Kent R Bailey
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic Rochester, MN, United States
| | - John A Heit
- Division of Epidemiology, Department of Health Sciences Research, Mayo Clinic Rochester, MN, United States; Division of Hematology, Department of Internal Medicine, Mayo Clinic Rochester, MN, United States; Division of Cardiovascular Diseases, Department of Internal Medicine, Mayo Clinic Rochester, MN, United States.
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Abstract
OBJECTIVE Venous thromboembolism (VTE) is a common complication in cancer patients. This review summarizes some of the most current knowledge of the epidemiology, risk factors, risk models, prophylaxis, and treatment of VTE in cancer patients. METHODS A literature search was conducted using PubMed; the search terms were venous thromboembolism, anticoagulation, and cancer. The bibliographies of pertinent studies and review articles were reviewed for additional references. RESULTS Venous thromboembolism is the second leading cause of death in patients with cancer. Cancer patients with VTE have poorer outcomes compared with noncancer patients with VTE. Many risk factors have been identified for VTE in patients with cancer that are patient-related, cancer-related, or treatment-related. Several biomarkers have been identified as potentially predictive of VTE risk. Risk assessment models such as the Khorana Risk Score stratify cancer patients with low, intermediate, and high risk of developing VTE based on baseline clinical and laboratory variables. Currently, enoxaparin is the preferred anticoagulant for initial VTE treatment in cancer patients. Low molecular weight heparin (LMWH) is recommended for both initial and long-term management of cancer-related VTE. Because the optimal duration of anticoagulation in cancer patients with VTE is unknown, the decision to extend anticoagulation requires weighing the risk of recurrent thrombosis against the risk of major bleeding. Patients with recurrent VTE can be bridged with LMWH, transitioned to full-dose LMWH or treated with LMWH dose escalation. While there is insufficient data to determine whether anticoagulation should be held in the setting of thrombocytopenia, full-dose anticoagulation is typically considered unsafe when platelets are < 50 000/μL. Inferior vena cava filters are currently recommended only for patients with acute VTE and contraindications to anticoagulation. Although management of catheter-associated thrombosis has not been well studied in cancer patients, it is recommended that cancer patients with catheter-associated thrombosis be treated with therapeutic anticoagulation for ≥ 3 months. Venous thromboembolism prophylaxis with UFH, LMWH, or fondaparinux is recommended in all hospitalized nonsurgical cancer patients and cancer patients undergoing major cancer surgery. Primary thromboprophylaxis is only currently recommended in high-risk ambulatory cancer patients such as multiple myeloma patients receiving thalidomide- or lenalidomide- based therapy. CONCLUSION Cancer-associated thrombosis is a common problem. As we begin to better understand the risk factors and biomarkers for cancer-associated VTE, we can further refine and develop risk-assessment models to determine those patients who would most likely benefit from anticoagulation. While LMWH products are generally preferred in cancer-related VTE, more research will continue to evolve our understanding of treatment and thrombopprophylaxis in cancer-associated VTE.
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Affiliation(s)
- Aileen Deng
- Department of Medicine, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, PA.
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Symptomatic and incidental venous thromboembolic disease are both associated with mortality in patients with prostate cancer. PLoS One 2014; 9:e94048. [PMID: 25126949 PMCID: PMC4134135 DOI: 10.1371/journal.pone.0094048] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2014] [Accepted: 05/15/2014] [Indexed: 11/24/2022] Open
Abstract
Introduction The association between malignancy and venous thromboembolic disease (VTE) is well established. The independent impact of VTE, both symptomatic and incidental, on survival in patients with prostate cancer is not known. We conducted a retrospective cohort study to evaluate the effect of VTE of survival in prostate cancer. Methods Data regarding clinical characteristics, treatment and outcomes of 453 consecutive prostate cancer patients were collected. Fisher exact (categorical variables) and t-test (continuous variables) were utilized to test associations with VTE and mortality. Survival was estimated using the Kaplan Meier method. A Cox regression model was used to model the mortality hazard ratio (HR). Results At diagnosis, 358 (83%) patients had early stage disease, 43 (10%) had locally advanced disease and 32 (7%) had metastatic disease. During the follow up period, 122 (27%) patients died and 41 (9%) developed VTE (33 deep vein thrombosis, 5 pulmonary embolism, and 3 patients with both DVT and PE). Twenty-five VTE events were symptomatic and 16 were incidentally diagnosed on CT scans obtained for other reasons. VTE was associated with increased mortality [HR 6.89 (4.29–11.08), p<0.001] in a multivariable analysis adjusted for cancer stage, performance status, treatments and co-morbidities. There was no difference in survival between patients who had symptomatic and incidental VTE. Conclusion Venous thromboembolic disease, both symptomatic and incidental, is a predictor of poor survival in patients with prostate cancer, especially those with advanced disease. Further studies are needed to evaluate the benefit of prophylactic and therapeutic anticoagulation in this population.
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Predictors of venous thromboembolism recurrence and bleeding among active cancer patients: a population-based cohort study. Blood 2014; 123:3972-8. [PMID: 24782507 DOI: 10.1182/blood-2014-01-549733] [Citation(s) in RCA: 138] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Active cancer is the major predictor of venous thromboembolism (VTE) recurrence, but further stratification of recurrence risk is uncertain. In a population-based cohort study of all Olmsted County, Minnesota, residents with active cancer-related incident VTE during the 35-year period from 1966 to 2000 who survived 1 day or longer, we estimated VTE recurrence, bleeding on anticoagulant therapy, and survival and tested cancer and noncancer characteristics and secondary prophylaxis as predictors of VTE recurrence and bleeding, using Cox proportional hazards modeling. Of 477 patients, 139 developed recurrent VTE over the course of 1533 person-years of follow-up. The adjusted 10-year cumulative VTE recurrence rate was 28.6%. The adjusted 90-day cumulative incidence of major bleeding on anticoagulation was 1.9%. Survival was significantly worse for patients with cancer who had recurrent VTE (particularly pulmonary embolism) and with bleeding on anticoagulation. In a multivariable model, brain, lung, and ovarian cancer; myeloproliferative or myelodysplastic disorders; stage IV pancreatic cancer; other stage IV cancer; cancer stage progression; and leg paresis were associated with an increased hazard, and warfarin therapy was associated with a reduced hazard, of recurrent VTE. Recurrence rates were significantly higher for cancer patients with 1 or more vs no predictors of recurrence, suggesting these predictors may be useful for stratifying recurrence risk.
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Abstract
Cancer-associated venous thrombosis is a common condition, although the reported incidence varies widely between studies depending on patient population, start and duration of follow-up, and the method of detecting and reporting thrombotic events. Furthermore, as cancer is a heterogeneous disease, the risk of venous thrombosis depends on cancer types and stages, treatment measures, and patient-related factors. In general, cancer patients with venous thrombosis do not fare well and have an increased mortality compared with cancer patients without. This may be explained by the more aggressive type of malignancies associated with this condition. It is hypothesized that thromboprophylaxis in cancer patients might improve prognosis and quality of life by preventing thrombotic events. However, anticoagulant treatment leads to increased bleeding, particularly in this patient group, so in case of proven benefit of thromboprophylaxis, only patients with a high risk of venous thrombosis should be considered. This review describes the literature on incidence of and risk factors for cancer-associated venous thrombosis, with the aim to provide a basis for identification of high-risk patients and for further development and refinement of prediction models. Furthermore, knowledge on risk factors for cancer-related venous thrombosis may enhance the understanding of the pathophysiology of thrombosis in these patients.
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Tsai J, Abe K, Boulet SL, Beckman MG, Hooper WC, Grant AM. Predictive accuracy of 29-comorbidity index for in-hospital deaths in US adult hospitalizations with a diagnosis of venous thromboembolism. PLoS One 2013; 8:e70061. [PMID: 23922902 PMCID: PMC3724730 DOI: 10.1371/journal.pone.0070061] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Accepted: 06/16/2013] [Indexed: 01/06/2023] Open
Abstract
Background Venous thromboembolism (VTE), comprising deep vein thrombosis (DVT) and pulmonary embolism (PE), is a significant source of mortality and morbidity worldwide. By analyzing data of the 2010 Nationwide Inpatient Sample from the Agency for Healthcare Research and Quality (AHRQ), we evaluated the predictive accuracy of the AHRQ’s 29-comorbidity index with in-hospital death among US adult hospitalizations with a diagnosis of VTE. Methods We assessed the case-fatality and prevalence of comorbidities among a sample of 153,518 adult hospitalizations with a diagnosis of VTE that comprised 87,605 DVTs and 65,913 PEs (with and without DVT). We estimated adjusted odds ratios and 95% confidence intervals with multivariable logistic regression models by using comorbidities as predictors and status of in-hospital death as an outcome variable. We assessed the c-statistics for the predictive accuracy of the logistic regression models. Results In 2010, approximately 41,944 in-hospital deaths (20,212 with DVT and 21,732 with PE) occurred among 770,137 hospitalizations with a diagnosis of VTE. When compared separately to hospitalizations with VTE, DVT, or PE that had no corresponding comorbidities, congestive heart failure, chronic pulmonary disease, coagulopathy, liver disease, lymphoma, fluid and electrolyte disorders, metastatic cancer, other neurological disorders, peripheral vascular disorders, pulmonary circulation disorders, renal failure, solid tumor without metastasis, and weight loss were positively and independently associated with 10%−125% increased likelihoods of in-hospital death. The c-statistic values ranged from 0.776 to 0.802. Conclusion The results of this study indicated that comorbidity was associated independently with risk of death among hospitalizations with VTE and among hospitalizations with DVT or PE. The AHRQ 29-comorbidity index provides acceptable to excellent predictive accuracy for in-hospital deaths among adult hospitalizations with VTE and among those with DVT or PE.
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Affiliation(s)
- James Tsai
- Division of Blood Disorders, National Center on Birth Defects and Developmental Disabilities Centers for Disease Control and Prevention, Atlanta, Georgia, USA.
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Schulman KL, Berenson K, Tina Shih YC, Foley KA, Ganguli A, de Souza J, Yaghmour NA, Shteynshlyuger A. A checklist for ascertaining study cohorts in oncology health services research using secondary data: report of the ISPOR oncology good outcomes research practices working group. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2013; 16:655-669. [PMID: 23796301 DOI: 10.1016/j.jval.2013.02.006] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
OBJECTIVES The ISPOR Oncology Special Interest Group formed a working group at the end of 2010 to develop standards for conducting oncology health services research using secondary data. The first mission of the group was to develop a checklist focused on issues specific to selection of a sample of oncology patients using a secondary data source. METHODS A systematic review of the published literature from 2006 to 2010 was conducted to characterize the use of secondary data sources in oncology and inform the leadership of the working group prior to the construction of the checklist. A draft checklist was subsequently presented to the ISPOR membership in 2011 with subsequent feedback from the larger Oncology Special Interest Group also incorporated into the final checklist. RESULTS The checklist includes six elements: identification of the cancer to be studied, selection of an appropriate data source, evaluation of the applicability of published algorithms, development of custom algorithms (if needed), validation of the custom algorithm, and reporting and discussions of the ascertainment criteria. The checklist was intended to be applicable to various types of secondary data sources, including cancer registries, claims databases, electronic medical records, and others. CONCLUSIONS This checklist makes two important contributions to oncology health services research. First, it can assist decision makers and reviewers in evaluating the quality of studies using secondary data. Second, it highlights methodological issues to be considered when researchers are constructing a study cohort from a secondary data source.
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Aleem A, Al Diab AR, Alsaleh K, Algahtani F, Alsaeed E, Iqbal Z, El-Sherkawy MS. Frequency, clinical pattern and outcome of thrombosis in cancer patients in Saudi Arabia. Asian Pac J Cancer Prev 2013; 13:1311-5. [PMID: 22799324 DOI: 10.7314/apjcp.2012.13.4.1311] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVES Thrombotic risk is increased in patients with cancer and there are important implications for those who suffer a venous thromboembolism (VTE). We undertook this study to determine the frequency, clinical patterns, and outcome of VTE in Saudi patients with cancer. METHODS Cancer (solid tumors and lymphoma) patients who developed VTE from January 2004 to January 2009 were studied retrospectively. Demographics and clinical characteristics related to thrombosis and cancer were evaluated. RESULTS A total of 701 patients with cancer were seen during the study period. VTE was diagnosed in 47 (6.7%) patients (median age 52, range 18-80 years). Lower limb DVT was the most common type, seen in 47% patients, followed by PE in 19%, and 19% patients had both DVT and PE. Thrombosis was symptomatic in 72% patients while it was an incidental finding on routine workup in 28% . Cancer and VTE were diagnosed at the same time in 38% of patients, and 47% patients developed VTE during the course of disease after the cancer diagnosis. The majority of VTE post cancer diagnoses occurred during the first year (median 4 months, range 1-14). Additional risk factors for VTE were present in 22 (47%) patients and 14 (30%) of these patients were receiving chemotherapy at the time of thrombosis. Only 5 (10.6%) patients were receiving thrombo-prophylaxis at the time of VTE diagnosis. Most common types of tumors associated with thrombosis were breast cancer, non-Hodgkin's lymphoma and lung cancer. The majority of the affected patients (79%) had advanced stage of cancer. After a median follow-up of 13 (range 0.5-60) months, 38 (81%) patients had died. There was no difference in the mortality of patients with symptomatic or asymptomatic thrombosis (82% vs 78.6%). CONCLUSIONS Thrombotic complications can develop in a significant number of patients with cancer, and almost half of the patients have additional risk factors for VTE. Thrombosis is usually associated with advanced disease and can be asymptomatic in more than a quarter of cases. Thromboprophylaxis in cancer patients is under-utilized. Community based studies are needed to accurately define the extent of this problem and to develop effective prophylactic strategies.
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Affiliation(s)
- Aamer Aleem
- Department of Medicine, Division of Hematology/Oncology, King Saud University, Riyadh, Saudi Arabia.
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Tsai J, Grant AM, Soucie JM, Helwig A, Yusuf HR, Boulet SL, Reyes NL, Atrash HK. Clustering patterns of comorbidities associated with in-hospital death in hospitalizations of US adults with venous thromboembolism. Int J Med Sci 2013; 10:1352-60. [PMID: 23983596 PMCID: PMC3753416 DOI: 10.7150/ijms.6714] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2013] [Accepted: 07/29/2013] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND Venous thromboembolism (VTE) is a significant source of mortality, morbidity, disability, and impaired health-related quality of life in the world. OBJECTIVE We aimed to evaluate the clustering patterns and associations of 29 comorbidities with in-hospital death among adult hospitalizations with a diagnosis of VTE in the United States by analyzing data from the 2009 Nationwide Inpatient Sample. METHODS This cross-sectional study included 153,124 adult hospitalizations with a diagnosis of VTE. Adjusted rate ratios and 95% confidence intervals (CI) for in-hospital death were generated by using multivariable log-linear regression models to measure independent associations between comorbidities and in-hospital death. RESULTS We estimated that 44,200 in-hospital deaths occurred in 2009 among 773,273 US adult hospitalizations with a diagnosis of VTE. Subgroups of hospitalizations with comorbidities of "congestive heart failure," "chronic pulmonary disease," "coagulopathy," "liver disease," "lymphoma," "fluid and electrolyte disorders," "metastatic cancer," "peripheral vascular disorders," "pulmonary circulation disorders," "renal failure," "solid tumor without metastasis," or "weight loss" were positively and independently associated with 1.07 (95% CI: 1.02-1.12 ) to 2.06 (95% CI: 1.97-2.16) times increased likelihoods of in-hospital death, when compared to those without the corresponding comorbidities. The clustering patterns of these comorbidities by 4 disease categories (i.e., "cancer," "cardiovascular/respiratory/blood," "gastrointestinal/urologic," and "nutritional/bodyweight") were associated with 2.74 to 10.28 times increased likelihoods of in-hospital death, as compared to hospitalizations without any of these comorbidities. The overall increase in the cumulative number of comorbidities corresponded to significantly elevated risks (P-trend<0.01) for in-hospital death among hospitalizations with a diagnosis of VTE. CONCLUSION The presence of multiple comorbidities is ubiquitous among hospitalizations of adults with VTE and among in-hospital deaths with VTE in the United States. The findings of our study further suggest that, among hospitalizations of adults with VTE, the presence of certain comorbidities or clustering of these comorbidities significantly elevates the risk of in-hospital death.
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Affiliation(s)
- James Tsai
- Division of Blood Disorders, National Center on Birth Defects and Developmental Disabilities Centers for Disease Control and Prevention, Atlanta, Georgia 30333, USA.
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Hanna N, Bikov KA, McNally D, Onwudiwe NC, Dalal M, Mullins CD. Impact of venous thromboembolism on mortality of elderly Medicare patients with stage III colon cancer. Oncologist 2012; 17:1191-7. [PMID: 22767876 DOI: 10.1634/theoncologist.2012-0093] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND The improvement in survival rates for patients with colon cancer has shifted the focus from examining cancer-specific mortality to exploring all-cause mortality. Adverse events such as venous thromboembolism (VTE) affect overall survival times and the net clinical benefit of cancer management strategies. METHODS This retrospective study used Surveillance, Epidemiology and End Results (SEER) Medicare data to examine VTE incidence and mortality rates for elderly patients with stage III colon cancer who were diagnosed in 2004 or 2005 and followed through 2007. The impact of VTE on mortality was estimated using multivariable Cox proportional hazards regression. RESULTS In all, 20.7% of 4,985 elderly patients with stage III colon cancer had clinically diagnosed VTE following diagnosis. All-cause mortality risk was higher for patients with a VTE diagnosis (hazard ratio [HR]: 1.15, 95% confidence interval [CI]: 1.04-1.27), greater comorbidity burden, more advanced tumor depth and nodal involvement within stage III, advanced age, and male sex; the risk was lower for patients treated with chemotherapy. VTE was associated with higher mortality hazards (HR: 1.41, 95% CI: 1.21-1.64) for patients treated with adjuvant chemotherapy but not for untreated patients. CONCLUSIONS A new diagnosis of VTE significantly reduced survival rates for elderly patients with stage III colon cancer and further reduced survival rates for patients treated with chemotherapy. Improved prevention and management of VTE for elderly patients with stage III colon cancer who are at risk for VTE is warranted, particularly for patients treated with chemotherapy.
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Affiliation(s)
- Nader Hanna
- Director of Clinical Operations, Division of General and Oncologic Surgery, University of Maryland School of Medicine, 22 South Greene Street, Baltimore, MD 21201, USA.
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Polednak AP. Recent decline in the U.S. death rate from myeloproliferative neoplasms, 1999–2006. Cancer Epidemiol 2012; 36:133-6. [DOI: 10.1016/j.canep.2011.05.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2011] [Revised: 05/03/2011] [Accepted: 05/24/2011] [Indexed: 11/29/2022]
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Flinterman LE, van Hylckama Vlieg A, Cannegieter SC, Rosendaal FR. Long-term survival in a large cohort of patients with venous thrombosis: incidence and predictors. PLoS Med 2012; 9:e1001155. [PMID: 22253578 PMCID: PMC3254666 DOI: 10.1371/journal.pmed.1001155] [Citation(s) in RCA: 78] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2011] [Accepted: 11/29/2011] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Venous thrombosis is a common disease with a high mortality rate shortly after the event. However, details on long-term mortality in these patients are lacking. The aim of this study was to determine long-term mortality in a large cohort of patients with venous thrombosis. METHODS AND FINDINGS 4,947 patients from the Multiple Environmental and Genetic Assessment study of risk factors for venous thrombosis (MEGA study) with a first nonfatal venous thrombosis or pulmonary embolism and 6,154 control individuals without venous thrombosis, aged 18 to 70 years, were followed up for 8 years. Death and causes of death were retrieved from the Dutch death registration. Standardized mortality ratios (SMRs) were calculated for patients compared with control individuals. Several subgroups were studied as well. 736 participants (601 patients and 135 controls) died over a follow-up of 54,948 person-years. The overall mortality rate was 22.7 per 1,000 person-years (95% CI 21.0-24.6) for patients and 4.7 per 1,000 person-years (95% CI 4.0-5.6) for controls. Patients with venous thrombosis had a 4.0-fold (95% CI 3.7-4.3) increased risk of death compared with controls. The risk remained increased up to 8 years after the thrombotic event, even when no additional comorbidities were present. The highest risk of death was found for patients with additional malignancies (SMR 5.5, 95% CI 5.0-6.1). Main causes of death were diseases of the circulatory system, venous thrombosis, and malignancies. Main limitation was a maximum age of 70 at time of inclusion for the first event. Therefore results can not be generalized to those in the highest age categories. CONCLUSIONS Patients who experienced a first venous thrombosis had an increased risk of death which lasted up to 8 years after the event, even when no comorbidities were present at time of thrombosis. Future long-term clinical follow-up could be beneficial in these patients. Please see later in the article for the Editors' Summary.
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Affiliation(s)
- Linda E. Flinterman
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Suzanne C. Cannegieter
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Frits R. Rosendaal
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Thrombosis and Haemostasis, Leiden University Medical Center, Leiden, The Netherlands
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Hawbaker S. Venous thromboembolism in the cancer population: pathology, risk, and prevention. J Adv Pract Oncol 2012; 3:23-33. [PMID: 25031924 PMCID: PMC4093301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Patients with cancer have an increased risk of developing venous thromboembolism (VTE) and the incidence of these events has been increasing over the past decade. Venous thromboembolic events include both deep venous thrombosis and pulmonary embolism. These events contribute to higher morbidity and mortality rates. Understanding the complex pathogenesis of and risk factors for cancer-associated VTE will help guide advanced practitioners to improve outcomes with prophylaxis. The American Society of Clinical Oncology, the National Comprehensive Cancer Network, and the European Society of Medical Oncology have utilized this information and developed evidence-based guidelines for prophylactic management for those who are at highest risk of developing cancer-associated VTE. This review will discuss the impact of cancer-associated VTE as well as its underlying pathogenesis, risk factors, and current recommendations for prophylaxis.
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Affiliation(s)
- Susan Hawbaker
- CNS Home Hospice and Palliative Care, Carol Stream, Illinois
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Abstract
Patients with cancer are at increased risk of venous thromboembolism (VTE). In these patients VTE is associated with substantial morbidity and complicates the clinical management of cancer. Emerging research indicates a probable detrimental effect of VTE on cancer survival. Although VTE may develop at any stage of cancer disease, the risk of VTE is particularly high in association with three clinical settings including surgery for cancer, use of a central vein catheter (CVC) and chemotherapy. Guidelines recommend post-operative prophylaxis (for at least 7-10 days) for patients undergoing elective cancer surgery. A prolonged prophylaxis (for upto four post-operative weeks) is recommended in cancer patients at high risk for VTE. The role of antithrombotic prophylaxis in the prevention of CVC-related thrombosis remains controversial. The PROTECHT study has recently evaluated the benefit of antithrombotic prophylaxis in cancer patients receiving chemotherapy, showing a statistically significant 50% relative risk reduction in symptomatic thromboembolic events. The international guidelines currently agree in non-recommending routine prophylaxis in ambulatory patients who receive anticancer chemotherapy but suggest an individual risk-based evaluation. To better identify cancer patients at high risk for VTE, simple predictive models have been validated. Further intervention studies are currently on-going to explore the benefit of antithrombotic prophylaxis in individual high-risk groups of patients. The long-term treatment of cancer-related VTE is based on therapeutic doses of LMWH in preference to warfarin. The optimal duration of antithrombotic treatment in cancer patients remains to be fully defined.
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Affiliation(s)
- G Agnelli
- Internal and Cardiovascular Medicine, Stroke Unit, Department of Internal Medicine, University of Perugia, Perugia, Italy.
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Predictors of venous thromboembolism in patients with advanced common solid cancers. J Cancer Epidemiol 2010; 2009:182521. [PMID: 20445797 PMCID: PMC2859683 DOI: 10.1155/2009/182521] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2009] [Revised: 10/23/2009] [Accepted: 12/09/2009] [Indexed: 12/21/2022] Open
Abstract
There is uncertainty about risk heterogeneity for venous thromboembolism (VTE) in older patients with advanced cancer and whether patients can be stratified according to VTE risk. We performed a retrospective cohort study of the linked Medicare-Surveillance, Epidemiology, and End Results cancer registry in older patients with advanced cancer of lung, breast, colon, prostate, or pancreas diagnosed between 1995-1999. We used survival analysis with demographics, comorbidities, and tumor characteristics/treatment as independent variables. Outcome was VTE diagnosed at least one month after cancer diagnosis. VTE rate was highest in the first year (3.4%). Compared to prostate cancer (1.4 VTEs/100 person-years), there was marked variability in VTE risk (hazard ratio (HR) for male-colon cancer 3.73 (95% CI 2.1-6.62), female-colon cancer HR 6.6 (3.83-11.38), up to female-pancreas cancer HR 21.57 (12.21-38.09). Stage IV cancer and chemotherapy resulted in higher risk (HRs 1.75 (1.44-2.12) and 1.31 (1.0-1.57), resp.). Stratifying the cohort by cancer type and stage using recursive partitioning analysis yielded five groups of VTE rates (nonlocalized prostate cancer 1.4 VTEs/100 person-years, to nonlocalized pancreatic cancer 17.4 VTEs/100 patient-years). In a high-risk population with advanced cancer, substantial variability in VTE risk exists, with notable differences according to cancer type and stage.
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Khorana AA. Venous thromboembolism and prognosis in cancer. Thromb Res 2010; 125:490-3. [PMID: 20097409 DOI: 10.1016/j.thromres.2009.12.023] [Citation(s) in RCA: 270] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2009] [Revised: 12/30/2009] [Accepted: 12/31/2009] [Indexed: 12/27/2022]
Abstract
Venous thromboembolism (VTE) is a frequent complication of malignancy, and its incidence has increased markedly in recent years. VTE itself can directly lead to patient mortality, and is the second leading cause of death in patients with cancer. Furthermore, emerging data suggest that activation of coagulation in malignancy is integrally linked with tumor biology, particularly with angiogenesis. The development of the clinical hypercoagulable state is also linked with adverse prognosis in patients with cancer, including patients receiving systemic chemotherapy. This review focuses on the clinical evidence documenting a link between VTE and adverse short-term and long-term prognosis in patients with cancer.
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Affiliation(s)
- Alok A Khorana
- James P. Wilmot Cancer Center, and the Department of Medicine, University of Rochester, Rochester, NY 14642, USA.
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Affiliation(s)
- Frederick R Rickles
- Division of Hematology-Oncology, Department of Medicine, The George Washington University, 2150 Pennsylvania Ave NW Suite 3-428, Washington, DC 20037, USA.
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