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Chen W, Wu G, Niu P, Wu S, Lv M, Wu T, Jiang S, Zhang J. The Alfalfa-inpatient-CAT assessment model: a thrombotic risk assessment model for inpatient cancer patients. BMC Cancer 2024; 24:919. [PMID: 39080579 PMCID: PMC11289990 DOI: 10.1186/s12885-024-12678-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 07/23/2024] [Indexed: 08/02/2024] Open
Abstract
PURPOSE To construct a venous thromboembolism (VTE) risk assessment model specifically for inpatients with cancer. METHOD Patients were included according to the inclusion criteria. Univariate and multivariate analyses of all variables were included to develop a VTE risk assessment model applicable to the derivation cohort. Hosmer-Lemeshow test and receiver operating characteristic (ROC) curve were used to test the fit degree and identification validity of the model. The patient data from separate validation cohorts verified the external population. RESULT A total of 944 cancer patients were included in this study. Alfalfa-inpatient-CAT model, a risk assessment model for VTE in hospitalized cancer patients, was established, which mainly includes hypertension, surgical history (nearly one month), history of VTE, peripherally inserted central venous catheters (PICC), chemotherapy, PT < 12.85 s, D-dimer ≥ 1.805 μg/mL, hemoglobin ≤ 114.5 g/L, CRP ≥ 7.575 mg/L. Hosmer-Lemeshow test results showed P = 0.353 > 0.05, (χ2 = 8.872, Df = 8). The area under ROC curve was 0.906 [95%CI (0.881-0.930), P < 0.001]. The authenticity evaluation in the model database showed that the risk of thrombosis in the high-risk group (score ≥ 3) was 72.63%, significantly higher than that in the low-risk group (score 0-2) (27.37%) [χ2 = 144.00, Df = 1, P < 0.001]. CONCLUSION This study developed a new VTE risk assessment model - Alfalfa-inpatient-CAT model - for hospitalized cancer patients at high risk of thrombosis. This model has a good fitting degree and discriminant validity. It is expected to provide some reference for the clinical treatment of inpatients with cancer through continuous optimization.
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Affiliation(s)
- Wenjun Chen
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, #18 Daoshan Road, 350001, Fuzhou, China
| | - Guilan Wu
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, #18 Daoshan Road, 350001, Fuzhou, China
| | - Peiguang Niu
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, #18 Daoshan Road, 350001, Fuzhou, China
| | - Shuyi Wu
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, #18 Daoshan Road, 350001, Fuzhou, China
| | - Meina Lv
- Department of Pharmacy, Fujian Medical University Union Hospital, 350001, Fuzhou, China
| | - Tingting Wu
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, #18 Daoshan Road, 350001, Fuzhou, China
| | - Shaojun Jiang
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, #18 Daoshan Road, 350001, Fuzhou, China
| | - Jinhua Zhang
- Department of Pharmacy, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, #18 Daoshan Road, 350001, Fuzhou, China.
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Zhou W, Chen S, Yang J, Jiang Y, Fang S. Accuracy of the COMPASS-CAT thrombosis risk assessment scale in predicting venous thromboembolism in cancer patients: a meta-analysis. J Thromb Thrombolysis 2024:10.1007/s11239-024-03011-z. [PMID: 38981978 DOI: 10.1007/s11239-024-03011-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/02/2024] [Indexed: 07/11/2024]
Abstract
OBJECTIVE This systematic review aims to assess the accuracy of the COMPASS-CAT tool in predicting venous thromboembolism (VTE) among cancer patients. METHODS Relevant studies were searched in PubMed, Web of Science, The Cochrane Library, Embase, CINAHL, OVID, CBM, CNKI, WanFang Data, and VIP database from their inception up to April 19, 2023. The quality of studies was appraised using the diagnostic test accuracy study bias assessment tool (QUADAS-2). Quantitative analysis was performed using Stata MP 17.0. RESULTS Thirteen studies involving 8,665 patients were included. Meta-analysis indicated that the COMPASS-CAT score had a pooled sensitivity of 0.76 [95%CI (0.61, 0.86)], specificity of 0.67 [95%CI (0.52, 0.79)], positive likelihood ratio of 2.3 [95%CI (1.7, 3.1)], negative likelihood ratio of 0.36 [95%CI (0.23, 0.54)], diagnostic odds ratio of 6 [95%CI (4, 10)], and an area under the Summary Receiver Operating Characteristic (SROC) curve (AUC) of 0.77 [95%CI (0.74, 0.81)]. Funnel plots indicated no publication bias. Meta-regression and subgroup analysis suggested that country and diagnostic setting might be potential sources of heterogeneity. The sensitivity of the COMPASS-CAT assessment tool in international outpatient settings was 0.94 with an AUC of 0.86, while in domestic inpatient settings, the sensitivity was 0.65 with an AUC of 0.78. CONCLUSION The COMPASS-CAT score had a certain diagnostic value for VTE in cancer patients and can effectively identify patients at risk of VTE. Most studies focus on patients with lung cancer. Future research should investigate more tumor types, and high-quality, large-sample, multi-center prospective studies on larger populations with cancers are warranted.
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Affiliation(s)
- Wei Zhou
- School of Nursing, Shandong Second Medical University, Weifang, Shandong, 261000, China
| | - Shujuan Chen
- School of Nursing, Shandong Second Medical University, Weifang, Shandong, 261000, China
| | - Jinhong Yang
- Medical Oncology, Weifang People's Hospital, Weifang, Shandong, 261000, China
| | - Yihong Jiang
- Medical Oncology, Weifang People's Hospital, Weifang, Shandong, 261000, China
| | - Shirong Fang
- Anesthesia Department, Weifang People's Hospital, 151 Guangwen Street, Kuiwen District, Weifang, Shandong, 261000, China.
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Roy DC, Wang TF, Lun R, Zahrai A, Mallick R, Burger D, Zitikyte G, Hawken S, Wells P. Circulating Blood Biomarkers and Risk of Venous Thromboembolism in Cancer Patients: A Systematic Review and Meta-Analysis. Thromb Haemost 2024. [PMID: 38768631 DOI: 10.1055/a-2330-1371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
BACKGROUND Cancer patients have an increased risk of venous thromboembolism (VTE). Currently, the availability of highly discriminatory prediction models for VTE in cancer patients is limited. The implementation of biomarkers in prediction models might lead to refined VTE risk prediction. In this systematic review and meta-analysis, we aimed to evaluate candidate biomarkers and their association with cancer-associated VTE. METHODS We searched Medline, EMBASE, and Cochrane Central for studies that evaluated biomarkers in adult cancer patients from inception to September 2022. We included studies reporting on VTE after a cancer diagnosis with biomarker measurements performed at a defined time point. Median/mean differences (for continuous measures) and odds ratios (for dichotomous measures) with 95% confidence intervals were estimated and pooled using random-effects models. RESULTS We included 113 studies in the systematic review. Of these, 50 studies were included in the meta-analysis. We identified two biomarkers at cancer diagnosis (factor VIII and time to peak thrombin), three biomarkers pre-chemotherapy (D-dimer, fibrinogen, and mean platelet volume), and one biomarker preoperatively (platelet count) that had significant median or mean differences. Additionally, we found that hemoglobin <100 g/L and white blood count >11 × 109/L were significantly associated with future VTE risk only when measured at cancer diagnosis. Pre-chemotherapy neutrophil-to-lymphocyte ratio ≥3 and preoperative platelet count ≥400 × 109/L were also found to be associated with future VTE risk. CONCLUSION In conclusion, this study identified nine candidate blood biomarkers that may help in optimizing VTE prediction in cancer patients that should be further explored in future studies.
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Affiliation(s)
- Danielle Carole Roy
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Tzu-Fei Wang
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Ronda Lun
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Vascular Neurology, Stanford Healthcare, Palo Alto, California, United States
| | - Amin Zahrai
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | | | - Dylan Burger
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Gabriele Zitikyte
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada
| | - Steven Hawken
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Philip Wells
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
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Wang Y, Li Q, Zhou Y, Dong Y, Li J, Liang T. A systematic review of risk prediction model of venous thromboembolism for patients with lung cancer. Thorac Cancer 2024; 15:277-285. [PMID: 38233997 PMCID: PMC10834197 DOI: 10.1111/1759-7714.15219] [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: 10/11/2023] [Revised: 01/01/2024] [Accepted: 01/02/2024] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Venous thromboembolism (VTE) increases the risk of death or adverse outcomes in patients with lung cancer. Therefore, early identification and treatment of high-risk groups of VTE have been the research focus. In this systematic review, the risk assessment tools of VTE in patients with lung cancer were systematically analyzed and evaluated to provide a reference for VTE management. METHODS Relevant studies were retrieved from major English databases (The Cochrane Library, Embase, Web of Science, PubMed, Scopus, Medline) and Chinese databases (China National Knowledge Infrastructure [CNKI] and WanFang Data) until July 2023 and extracted by two researchers. This systematic review was registered at PROSPERO (no. CRD42023409748). RESULTS Finally, two prospective cohort studies and four retrospective cohort studies were included from 2019. There was a high risk of bias in all included studies according to the Prediction Model Risk of Bias Assessment tool (PROBAST). In the included studies, Cox and logistic regression were used to construct models. The area under the receiver operating characteristic curve (AUC) of the model ranged from 0.670 to 0.904, and the number of predictors ranged from 4 to 11. The D-dimer index was included in five studies, but significant differences existed in optimal cutoff values from 0.0005 mg/L to 2.06 mg/L. Then, three studies validated the model externally, two studies only validated the model internally, and only one study validated the model using a combination of internal and external validation. CONCLUSION VTE risk prediction models for patients with lung cancer have received attention for no more than 5 years. The included model shows a good predictive effect and may help identify the risk population of VTE at an early stage. In the future, it is necessary to improve data modeling and statistical analysis methods, develop predictive models with good performance and low risk of bias, and focus on external validation and recalibration of models.
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Affiliation(s)
- Yan Wang
- State Key Laboratory of Molecular Oncology, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingChina
| | - Qiuyue Li
- School of NursingPeking Union Medical CollegeBeijingChina
| | - Yanjun Zhou
- Department of Nursing, Beijing Children's HospitalCapital Medical University, National Center for Children's HealthBeijingChina
| | - Yiting Dong
- State Key Laboratory of Molecular Oncology, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingChina
| | - Jinping Li
- State Key Laboratory of Molecular Oncology, Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingChina
| | - Tao Liang
- School of NursingPeking Union Medical CollegeBeijingChina
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5
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Yan AR, Samarawickrema I, Naunton M, Peterson GM, Yip D, Newman P, Mortazavi R. Models for predicting venous thromboembolism in ambulatory patients with lung cancer: A systematic review and meta-analysis. Thromb Res 2024; 234:120-133. [PMID: 38215613 DOI: 10.1016/j.thromres.2024.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 12/29/2023] [Accepted: 01/03/2024] [Indexed: 01/14/2024]
Abstract
AIMS The incidence of venous thromboembolism (VTE) in patients with lung cancer is relatively high, and risk stratification models are vital for the targeted application of thromboprophylaxis. We aimed to review VTE risk prediction models that have been developed in patients with lung cancer and evaluated their performance. METHODS AND RESULTS Twenty-four eligible studies involving 123,493 patients were included. The pooled incidence of VTE within 12 months was 11 % (95 % CI 8 %-14 %). With the identified four VTE risk assessment tools, meta-analyses did not show a significant discriminatory capability of stratifying VTE risk for Khorana, PROTECHT and CONKO scores. The pooled sensitivity and specificity of the Khorana score were 24 % (95 % CI 11 %-44 %) and 84 % (95 % CI 73 %-91 %) at the 3-point cut-off, and 43 % (95 % CI 35 %-52 %) and 61 % (95 % CI 52 %-69 %) at the 2-point cut-off. However, a COMPASS-CAT score of ≥ 7 points indicated a significantly high VTE risk, with a RR of 4.68 (95 % CI 1.05-20.80). CONCLUSIONS The Khorana score lacked discriminatory capability in identifying patients with lung cancer at high VTE risk, regardless of the cut-off value. The COMPASS-CAT score had better performance, but further validation is needed. The results indicate the need for robust VTE risk assessment tools specifically designed and validated for lung cancer patients. Future research should include relevant biomarkers as important predictors and consider the combined use of risk tools. PROSPERO registration number: CRD42021245907.
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Affiliation(s)
- Ann-Rong Yan
- School of Health Sciences, Faculty of Health, University of Canberra, Canberra, ACT, Australia.
| | | | - Mark Naunton
- School of Health Sciences, Faculty of Health, University of Canberra, Canberra, ACT, Australia.
| | - Gregory M Peterson
- School of Health Sciences, Faculty of Health, University of Canberra, Canberra, ACT, Australia; College of Health and Medicine, University of Tasmania, TAS, Australia.
| | - Desmond Yip
- ANU School of Medicine and Psychology, Australian National University, Canberra, ACT, Australia; Department of Medical Oncology, The Canberra Hospital, Garran, ACT, Australia.
| | - Phillip Newman
- Research Institute for Sport and Exercise, Faculty of Health, University of Canberra, Canberra, ACT, Australia.
| | - Reza Mortazavi
- School of Health Sciences, Faculty of Health, University of Canberra, Canberra, ACT, Australia.
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Drăgan A, Drăgan AŞ. Novel Insights in Venous Thromboembolism Risk Assessment Methods in Ambulatory Cancer Patients: From the Guidelines to Clinical Practice. Cancers (Basel) 2024; 16:458. [PMID: 38275899 PMCID: PMC10813930 DOI: 10.3390/cancers16020458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 01/07/2024] [Accepted: 01/19/2024] [Indexed: 01/27/2024] Open
Abstract
Many cancer patients will experience venous thromboembolism (VTE) at some stage, with the highest rate in the initial period following diagnosis. Novel cancer therapies may further enhance the risk. VTE in a cancer setting is associated with poor prognostic, a decreased quality of life, and high healthcare costs. If thromboprophylaxis in hospitalized cancer patients and perioperative settings is widely accepted in clinical practice and supported by the guidelines, it is not the same situation in ambulatory cancer patient settings. The guidelines do not recommend primary thromboprophylaxis, except in high-risk cases. However, nowadays, risk stratification is still challenging, although many tools have been developed. The Khrorana score remains the most used method, but it has many limits. This narrative review aims to present the current relevant knowledge of VTE risk assessment in ambulatory cancer patients, starting from the guideline recommendations and continuing with the specific risk assessment methods and machine learning models approaches. Biomarkers, genetic, and clinical features were tested alone or in groups. Old and new models used in VTE risk assessment are exposed, underlining their clinical utility. Imaging and biomolecular approaches to VTE screening of outpatients with cancer are also presented, which could help clinical decisions.
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Affiliation(s)
- Anca Drăgan
- Department of Cardiovascular Anaesthesiology and Intensive Care, Emergency Institute for Cardiovascular Diseases “Prof. Dr. C C Iliescu”, 258 Fundeni Road, 022328 Bucharest, Romania
| | - Adrian Ştefan Drăgan
- Faculty of General Medicine, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Blvd, 050474 Bucharest, Romania;
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Charpidou A, Gerotziafas G, Popat S, Araujo A, Scherpereel A, Kopp HG, Bironzo P, Massard G, Jiménez D, Falanga A, Kollias A, Syrigos K. Lung Cancer Related Thrombosis (LCART): Focus on Immune Checkpoint Blockade. Cancers (Basel) 2024; 16:450. [PMID: 38275891 PMCID: PMC10814098 DOI: 10.3390/cancers16020450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 12/10/2023] [Accepted: 01/18/2024] [Indexed: 01/27/2024] Open
Abstract
Cancer-associated thrombosis (CAT) is a common complication in lung cancer patients. Lung cancer confers an increased risk of thrombosis compared to other solid malignancies across all stages of the disease. Newer treatment agents, including checkpoint immunotherapy and targeted agents, may further increase the risk of CAT. Different risk-assessment models, such as the Khorana Risk Score, and newer approaches that incorporate genetic risk factors have been used in lung cancer patients to evaluate the risk of thrombosis. The management of CAT is based on the results of large prospective trials, which show similar benefits to low-molecular-weight heparins (LMWHs) and direct oral anticoagulants (DOACs) in ambulatory patients. The anticoagulation agent and duration of therapy should be personalized according to lung cancer stage and histology, the presence of driver mutations and use of antineoplastic therapy, including recent curative lung surgery, chemotherapy or immunotherapy. Treatment options should be evaluated in the context of the COVID-19 pandemic, which has been shown to impact the thrombotic risk in cancer patients. This review focuses on the epidemiology, pathophysiology, risk factors, novel predictive scores and management of CAT in patients with active lung cancer, with a focus on immune checkpoint inhibitors.
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Affiliation(s)
- Andriani Charpidou
- Third Department of Internal Medicine and Laboratory, Athens Medical School, National and Kapodistrian University of Athens, Sotiria General Hospital, 157 72 Athens, Greece; (A.K.)
| | - Grigorios Gerotziafas
- Assistance Publique-Hôpitaux de Paris, Thrombosis Center, Service D’Hématologie Biologique Hôpital Tenon, Sorbonne Université, 75005 Paris, France
| | - Sanjay Popat
- Royal Marsden Hospital, Institute of Cancer Research, London SW3 6JJ, UK
| | - Antonio Araujo
- Department of Medical Oncology, Centro Hospitalar Universitário do Porto, 4099-001 Porto, Portugal;
| | - Arnaud Scherpereel
- Department of Pulmonary and Thoracic Oncology, University of Lille, University Hospital (CHU), 59000 Lille, France;
| | - Hans-Georg Kopp
- Departments of Molecular Oncology and Thoracic Oncology, Robert-Bosch-Hospital Stuttgart, 70376 Stuttgart, Germany
| | - Paolo Bironzo
- Department of Oncology, San Luigi Gonzaga Hospital, University of Turin, 10124 Turin, Italy
| | - Gilbert Massard
- Department of Thoracic Surgery, Hôpitaux Robert Schuman, 2540 Luxembourg, Luxembourg
| | - David Jiménez
- Respiratory Department, Ramón y Cajal Hospital, Instituto Ramón y Cajal de Investigación Sanitaria IRYCIS, 28034 Madrid, Spain;
| | - Anna Falanga
- Department of Transfusion Medicine and Hematology, Hospital Papa Giovanni XXIII, University of Milan Bicocca, 24129 Bergamo, Italy
| | - Anastasios Kollias
- Third Department of Internal Medicine and Laboratory, Athens Medical School, National and Kapodistrian University of Athens, Sotiria General Hospital, 157 72 Athens, Greece; (A.K.)
| | - Konstantinos Syrigos
- Third Department of Internal Medicine and Laboratory, Athens Medical School, National and Kapodistrian University of Athens, Sotiria General Hospital, 157 72 Athens, Greece; (A.K.)
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Chen S, Sun W, Dan M, Sun Y, Jiang Y. A nomogram for predicting the risk of venous thromboembolism in patients with solid cancers. J Thromb Thrombolysis 2023; 56:414-422. [PMID: 37462901 PMCID: PMC10439043 DOI: 10.1007/s11239-023-02856-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/19/2023] [Indexed: 08/20/2023]
Abstract
Cancer patients with venous thromboembolism (VTE) are prone to poor prognoses. Thus, we aimed to develop a nomogram to predict the risk of VTE in these patients. We retrospectively analyzed 791 patients diagnosed with solid tumors between January 2017 and May 2021 at Tongji Hospital. Univariate logistic analysis and multivariate logistic regression were adopted in this study. Our results indicated that age ≥ 60 years, tumor stages III-IV, platelet distribution width (PDW) ≤ 12.6%, albumin concentration ≤ 38.8 g/L, lactate dehydrogenase (LDH) concentration ≥ 198 U/L, D-dimer concentration ≥ 1.72 µg/mL, blood hemoglobin concentration ≤ 100 g/dL or the use of erythropoiesis-stimulating agents and cancer types were independent risk factors. The nomogram prediction model was developed based on the regression coefficients of these variables. We assessed the performance of the nomogram by calibration plot and the area under the receiver operating characteristic curve and compared it with the Khorana score. The concordance index (C- index) of the nomogram was 0.852 [95% confidence interval (CI) 0.823 to 0.880], while the Khorana score was 0.681 (95% CI 0.639 to 0.723). Given its performance, this nomogram could be used to select cancer patients at high risk for VTE and guide thromboprophylaxis treatment in clinical practice, provided it is validated in an external cohort.
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Affiliation(s)
- Siyu Chen
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, Hubei, China
| | - Wei Sun
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, Hubei, China
| | - Min Dan
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, Hubei, China
| | - Yue Sun
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, Hubei, China
| | - Yongsheng Jiang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, Hubei, China.
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Gomez-Rosas P, Giaccherini C, Russo L, Verzeroli C, Gamba S, Tartari CJ, Bolognini S, Ticozzi C, Schieppati F, Barcella L, Sarmiento R, Masci G, Tondini C, Petrelli F, Giuliani F, D’Alessio A, Minelli M, De Braud F, Santoro A, Labianca R, Gasparini G, Marchetti M, Falanga A. A New Risk Prediction Model for Venous Thromboembolism and Death in Ambulatory Lung Cancer Patients. Cancers (Basel) 2023; 15:4588. [PMID: 37760562 PMCID: PMC10527104 DOI: 10.3390/cancers15184588] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 09/09/2023] [Accepted: 09/13/2023] [Indexed: 09/29/2023] Open
Abstract
(1) Background: Venous thromboembolism (VTE) is a frequent complication in ambulatory lung cancer patients during chemotherapy and is associated with increased mortality. (2) Methods: We analyzed 568 newly diagnosed metastatic lung cancer patients prospectively enrolled in the HYPERCAN study. Blood samples collected before chemotherapy were tested for thrombin generation (TG) and a panel of hemostatic biomarkers. The Khorana risk score (KRS), new-Vienna CATS, PROTECHT, and CONKO risk assessment models (RAMs) were applied. (3) Results: Within 6 months, the cumulative incidences of VTE and mortality were 12% and 29%, respectively. Patients with VTE showed significantly increased levels of D-dimer, FVIII, prothrombin fragment 1 + 2, and TG. D-dimer and ECOG performance status were identified as independent risk factors for VTE and mortality by multivariable analysis and utilized to generate a risk score that provided a cumulative incidence of VTE of 6% vs. 25%, death of 19% vs. 55%, and in the low- vs. high-risk group, respectively (p < 0.001). While all published RAMs significantly stratified patients for risk of death, only the CATS and CONKO were able to stratify patients for VTE. (4) Conclusions: A new prediction model was generated to stratify lung cancer patients for VTE and mortality risk, where other published RAMs failed.
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Affiliation(s)
- Patricia Gomez-Rosas
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
- Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Center (MUMC+), 6229 ER Maastricht, The Netherlands
- Hospital de Oncologia, Unidad Medica de Alta Especialidad (UMAE), Centro Medico Nacional Siglo XXI, Instituto Mexicano del Seguro Social (IMSS), Mexico City 06720, Mexico
| | - Cinzia Giaccherini
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
| | - Laura Russo
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
| | - Cristina Verzeroli
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
| | - Sara Gamba
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
| | - Carmen Julia Tartari
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
| | - Silvia Bolognini
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
| | - Chiara Ticozzi
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
| | - Francesca Schieppati
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
| | - Luca Barcella
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
| | | | - Giovanna Masci
- Oncology Unit, IRCCS Humanitas Institute, 20089 Rozzano, Italy
| | - Carlo Tondini
- Oncology Unit, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy
| | - Fausto Petrelli
- Oncology Unit, Hospital Treviglio-Caravaggio, 24047 Treviglio, Italy
| | - Francesco Giuliani
- Oncology Unit, IRCCS Cancer Institute Giovanni Paolo II, 70124 Bari, Italy
| | - Andrea D’Alessio
- Medical Oncology and Internal Medicine, Policlinico San Marco, Gruppo San Donato Zingonia-Bergamo, 24046 Zingonia, Italy
| | - Mauro Minelli
- Oncology Unit, Hospital San Giovanni Addolorata, 00184 Rome, Italy
| | - Filippo De Braud
- Oncology Unit, IRCCS National Cancer Institute, 20133 Milan, Italy
| | - Armando Santoro
- Oncology Unit, IRCCS Humanitas Institute, 20089 Rozzano, Italy
| | | | | | - Marina Marchetti
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
- School of Medicine and Surgery, University of Milan Bicocca, 20126 Milan, Italy
| | - Anna Falanga
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, 24127 Bergamo, Italy; (P.G.-R.); (C.V.); (S.B.); (C.T.); (F.S.); (A.F.)
- School of Medicine and Surgery, University of Milan Bicocca, 20126 Milan, Italy
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10
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Elalamy I, Cohen-Solal A, Hanon O, Mirabel M, Mismetti P, Spano JP. Primary prevention of cancer-associated venous thrombosis: Rationale and challenges in clinical practice. Curr Res Transl Med 2023; 71:103405. [PMID: 37478777 DOI: 10.1016/j.retram.2023.103405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 07/05/2023] [Accepted: 07/11/2023] [Indexed: 07/23/2023]
Abstract
Cancer-associated venous thrombosis (CAT) is a common, multifactor event known to complicate the course of cancer and jeopardize a patient's prognosis. The current guidelines regarding the prevention of CAT are sometimes considered insufficiently precise about specific situations, or are poorly applied. The expected benefits of thromboprophylaxis are balanced by the risk of major bleeding induced by anticoagulation, which implies a need to accurately identify ambulatory patients at high risk of thrombosis or hemorrhage. The Khorana score is commonly used for this, but is limited by the non-reproducibility of predicted performance across cancer types, and by the fact that antitumor treatment and cardiovascular risks are not included. The COMPASS-CAT score, which includes those two aspects, was found to be a more accurate predictor of venous thromboembolism in patients with lung cancer, and to better distinguish between patients at low or high risk of thrombosis. The frailty of patients with cancer is also a major issue, and should be taken into account when thromboprophylaxis is considered. According to current guidelines, CAT prophylaxis should be considered for hospitalized patients, those for whom surgery is scheduled, or those with pancreatic cancers. In ambulatory patients, decisions should be made according to patient, cancer and antitumoral treatment characteristics. Low molecular weight heparin is the gold standard of CAT prophylaxis. Despite increased risks of bleeding or drug-drug interactions in cancer patients, direct oral anticoagulants could be alternate options for high-risk ambulatory patients that should be accompanied by a careful global analysis of benefits, harms, and patient preferences.
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Affiliation(s)
- Ismail Elalamy
- Thrombosis Center, Hematology Department (DMU BioGeM), Assistance Publique Hôpitaux de Paris, Sorbonne University of Medicine, Paris, France; Research Group "Cancer, Haemostasis and Angiogenesis", INSERM U938, Research Centre Saint-Antoine, University Institute of Cancerology, Sorbonne University of Medicine, Paris, France; The First I.M. Sechenov Moscow State Medical University, Moscow, Russia.
| | - Alain Cohen-Solal
- Université Paris Cité, INSERM Unité 942 MASCOT, AP-HP, Département de cardiologie et maladies vasculaires, Hôpital Lariboisière, Paris, France
| | - Olivier Hanon
- Université Paris Cité, EA4468, AP-HP, hôpitaux Universitaires Paris Centre, Département de Gériatrie, Hôpital Broca, Paris, France
| | - Mariana Mirabel
- Département de Cardiologie, Institut mutualiste Montsouris, Paris, France
| | - Patrick Mismetti
- Service de Médecine Vasculaire et Thérapeutique, Centre Hospitalier Universitaire, Saint Etienne, France
| | - Jean-Philippe Spano
- Service d'Oncologie médicale, APHP-SU, IUC, Hôpital La Pitié-Salpêtrière, Paris, France
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11
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He X, Wei SN, Qin WW, Geng N, Li B, Song S, Wang P. Evaluating the effect of immune checkpoint inhibitors on venous thromboembolism in non-small cell lung cancer patients. Expert Rev Hematol 2023; 16:1135-1142. [PMID: 37883026 DOI: 10.1080/17474086.2023.2276209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 10/18/2023] [Indexed: 10/27/2023]
Abstract
OBJECTIVE Currently, immune checkpoint inhibitors (ICIs) therapy is one of the main methods of treatment in non-small cell lung cancer (NSCLC). This study aimed to explore the risk factors of VTE and evaluate the effect of ICIs on VTE in patients with NSCLC. RESEARCH DESIGN AND METHODS We retrospectively studied patients with NSCLC who were divided into VTE group and without VTE (Non-VTE) group. We identified the risk factors of VTE in NSCLC patients and evaluated the effect of ICIs on VTE in NSCLC patients. RESULTS We found that clinical stage III-IV (P = 0.015) and Khorana score (KS) ≥ 2 (P = 0.047) were independent risk factors for the occurrence of VTE in NSCLC, and treatment with ICIs reduced the risk of VTE occurrence (P = 0.028). There were no differences of survival rates in the 12-month (P = 0.449), 24-month (P = 0.412), or 36-month (P = 0.315) between the VTE and non-VTE groups. History of anti-angiogenic therapy (P = 0.033) and chronic obstructive pulmonary disease (COPD) (P = 0.046) were independent risk factors for VTE in NSCLC patients who were treated with ICIs. CONCLUSION This study suggests that we should strengthen anticoagulant therapy when using ICIs for NSCLC patients with a history of anti-angiogenic therapy and COPD.
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Affiliation(s)
- Xin He
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, P.R. China
| | - Shan-Na Wei
- Department of Pulmonary and Critical Care Medicine, Hebei PetroChina Center Hospital, Langfang, P.R. China
| | - Wen-Wen Qin
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, P.R. China
| | - Nan Geng
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, P.R. China
| | - Bin Li
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, P.R. China
| | - Shan Song
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, P.R. China
| | - Ping Wang
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, P.R. China
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12
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Nwagha T, Nweke M. Stratification of Risk Factors of Lung Cancer-Associated Venous Thromboembolism and Determining the Critical Point for Preemptive Intervention: A Systematic Review With Meta-analysis. Clin Med Insights Oncol 2023; 17:11795549231175221. [PMID: 37426681 PMCID: PMC10328178 DOI: 10.1177/11795549231175221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 04/20/2023] [Indexed: 07/11/2023] Open
Abstract
Background Several biomarkers or risk factors have been identified and several prediction models exist. The major limitations inherent in these models include cost-ineffectiveness and lack of systematic stratification of risk factors resulting in the inclusion of clinically insignificant biomarkers in the models. This review aimed to systematically stratify the risk factors of lung cancer-associated venous thromboembolism (VTE) and determine the critical point for preemptive intervention. Methods This systematic review was structured as per the Preferred Reporting Item for Systematic Reviews and Meta-analyses. We searched MEDLINE, PubMed, Cochrane Library, CINAHL, Academic Search Complete, and PsycINFO from the onset to June 2022. We included studies that reported the risk factors of lung cancer-associated VTE and corresponding risk estimates, irrespective of treatment status but studies were excluded if patients were on anti-VTE medications. We employed random effects models of meta-analysis and computed risk stability index and risk weight (Rw) to achieve the review objectives. The review protocol is registered with PROSPERO (CRD42022336476). Results The clinically significant risk factors of VTE in lung cancer patients were D-dimer (odds ratio [OR] = 5.510, 95% CI = 2.6-11.7; Rw = 5.0), albumin (OR = 2.2, 95% CI = 1.0-4.8; Rw = 1.79), leukocyte (OR = 2.48, 95% CI = 1.9-3.2; Rw = 1.77), histological type (OR = 1.69 , 95% CI = 1.2-2.4; Rw = 1.3), age (OR = 1.56; Rw = 0.99), and hemoglobin (OR = 1.85, 95% CI = 1.3-2.6; Rw = 0.92). Based on the distribution of Rw across risk factors, the critical point (upper third of the upper quartile class) was 4.5 and may mark the point at which preemptive intervention should be commenced. Conclusions Targeted screening for VTE in lung cancer patients could be patient-specific and should be based on a combination of the most significant risk factors required to meet the critical point, provided that such a combination is affordable as illustrated in the ALBAH model. Registration The review protocol is registered with PROSPERO (ID: CRD42022336476).
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Affiliation(s)
- Theresa Nwagha
- Department of Haematology and
Immunology, Faculty of Medicine, University of Nigeria Teaching Hospital
Ituku-Ozalla, Enugu, Nigeria
| | - Martins Nweke
- Department of Physiotherapy, Evangel
University, Akaeze, Nigeria
- Fledgelight Evidence Consult, Enugu,
Nigeria
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13
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Xiong W, Guo X, Du H, Xu M, Zhao Y. Management of venous thromboembolism in patients with lung cancer: a state-of-the-art review. BMJ Open Respir Res 2023; 10:10/1/e001493. [PMID: 37068846 PMCID: PMC10111887 DOI: 10.1136/bmjresp-2022-001493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 03/31/2023] [Indexed: 04/19/2023] Open
Abstract
Venous thromboembolism (VTE) is common and life-threatening in patients with lung cancer. Management of VTE is critical for patients with lung cancer. Risk assessment, thromboprophylaxis and treatment of VTE constitute the core issues of VTE management in patients with lung cancer. Although its overall principles should follow recommendations in authoritative guidelines, VTE management in patients with lung cancer may be slightly special in some specific aspects. Despite the extensive validation of Khorana score for patients with all cancer types, its value in VTE risk assessment of patients with lung cancer is controversial. It is important to determine the VTE risk assessment score that can accurately and specifically assess the VTE risk of patients with lung cancer. Clinical practice patterns of thromboprophylaxis may vary by cancer types, since different sites of cancer may have different levels of VTE risk. To understand the thromboprophylaxis specific for lung cancer is of vital importance for patients with lung cancer. Although it is essential to comply with authoritative guidelines, the duration and timing of initiation of thromboprophylaxis in surgical patients with lung cancer may need further study. Taken together, the purpose of this review is to provide an overview of state-of-the-art VTE stewardship specific for patients with lung cancer.
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Affiliation(s)
- Wei Xiong
- Department of Pulmonary and Critical Care Medicine, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Xuejun Guo
- Department of Pulmonary and Critical Care Medicine, Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - He Du
- Department of Medical Oncology, Tongji University Affiliated Shanghai Pulmonary Hospital, Shanghai, China
| | - Mei Xu
- North Bund Community Health Service Center, Hongkou District, Shanghai, China
| | - Yunfeng Zhao
- Department of Pulmonary and Critical Care Medicine, Shanghai Punan Hospital, Shanghai, China
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14
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Malka D, Girard N, Smadja DM, Chevreau C, Culine S, Lesur A, Rouzier R, Rozet F, Spano JP, Blay JY. [Prophylaxis and management of cancer-associated thrombosis: Practical issues about anticoagulant use]. Bull Cancer 2023; 110:212-224. [PMID: 36494243 DOI: 10.1016/j.bulcan.2022.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 10/13/2022] [Accepted: 10/24/2022] [Indexed: 12/12/2022]
Abstract
Cancer-associated thrombosis (CAT) is a common complication resulting from various vascular mechanisms related to cancer, antitumoral therapy and patient status, and is associated with a poor prognosis. Anticoagulants recommended for CAT treatment or prevention mainly include low molecular weight heparin (LMWH) and direct oral anticoagulants (DOACs). Regarding thromboprophylaxis, a situation for which LMWH is a preferred option due to a lower risk of hemorrhage especially in patients with unresected gastro-intestinal and genito-urinary malignancies, the identification of patients at risk is a major issue. For patients with established CAT, the main issue is the choice of the most appropriate anticoagulant therapy. Because of the convenience of oral formulation, DOACs are an attractive option, and their efficacy has been shown in randomized trials. However, such studies are limited by selection biases, which make the analyzed population not representative of the real-life setting, as for instance cancers associated with a high risk of hemorrhage, or antitumoral therapies (e.g., tyrosine kinase inhibitors) known to interact with DOACs and then modifying their bioavailability. Caution associated with DOAC use is highlighted by most updated guidelines that recommend a case-by-case-based approach. The aim of the present paper is to help the oncologists make the most appropriate decision regarding the choice of anticoagulant therapy in a context of thromboprophylaxis or established CAT management in a patient with a solid tumor. The main issues are addressed through key practical questions, the answers of which are based on the current guidelines and additional published data or expert opinions.
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Affiliation(s)
- David Malka
- Institut mutualiste Montsouris, département d'oncologie médicale, Paris, France; Université Paris-Saclay, unité dynamique des cellules tumorales INSERM U1279, Gustave Roussy, Villejuif, France.
| | - Nicolas Girard
- Institut Curie, institut du Thorax Curie-Montsouris, Paris, France
| | - David M Smadja
- Université de Paris, INSERM innovations thérapeutiques en hémostase, Paris, France; Hôpital Européen Georges-Pompidou, AP-HP, département d'hématologie, Paris, France; Réseau F-CRIN INNOVTE, Paris, France
| | | | - Stéphane Culine
- Université Paris Cité, service d'oncologie médicale, AP-HP Saint-Louis, Paris, France
| | - Anne Lesur
- Mutuelle générale éducation nationale, Nancy, France
| | - Roman Rouzier
- Centre François Baclesse, département de Chirurgie, Caen, France
| | - François Rozet
- Institut mutualiste Montsouris, département d'urologie, Paris, France
| | - Jean-Philippe Spano
- Hôpital La Pitié-Salpêtrière, service d'oncologie médicale, AP-HP-SU, IUC, Paris, France
| | - Jean-Yves Blay
- Centre Leon Bérard and UCBL1, département d'oncologie médicale, Lyon, France
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15
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Mitigating acute chemotherapy-associated adverse events in patients with cancer. Nat Rev Clin Oncol 2022; 19:681-697. [PMID: 36221000 DOI: 10.1038/s41571-022-00685-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/07/2022] [Indexed: 11/08/2022]
Abstract
Despite the enthusiasm surrounding novel targeted agents and immunotherapies, chemotherapy remains the mainstay treatment for most human malignancies, either alone or in combination. Yet, the burden of chemotherapy-associated adverse events (CAAEs) remains high and, importantly, is associated with considerable morbidity, mortality and costs that affect patients across multiple dimensions, including physical, emotional and social functioning. CAAEs can directly affect patient outcomes and indirectly increase the risk of cancer recurrence by compromising treatment intensity and continuity. Systematic efforts to identify and critically summarize the evidence on management approaches for CAAEs remain limited. Herein, we review the most common acute CAAEs having a major effect on survival, quality of life, function and/or continuation of optimal therapy. We focus on selected acute toxicities that occur during treatment, summarizing their underlying pathophysiology, multifactorial aetiologies, evidenced-based treatments, prevention strategies and management recommendations. We also summarize the available evidence on risk factors, validated risk assessment tools and other efforts to optimize symptom control in patients most likely to benefit in order to personalize the prevention and treatment of acute CAAEs. Finally, we discuss innovative symptom monitoring and supportive care interventions that are under development to further improve the outcomes of patients with cancer.
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16
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Taglialatela I, Mariani L, Dotti KF, Di Vico L, Pisanu MN, Facchinetti C, De Braud F, Ferrari LAM. Central venous catheters-related-thrombosis and risk factors in oncological patients: a retrospective evaluation of recent risk scores. TUMORI JOURNAL 2022:3008916221111419. [PMID: 35815563 PMCID: PMC10363937 DOI: 10.1177/03008916221111419] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Insertions of central venous catheters (CVC) has become a common practice in Onco-Hematologic Units to administer systemic treatments. Unfortunately they can cause complications influencing patient's care-pathway significantly. Oncological patients have a higher thrombotic risk than the general population, therefore specific recent risk scores are spreading through the clinical practice, such as Khorana, Protecht, COMPASS-CAT, and Michigan scores. METHODS A retrospective cohort of 177 out of a total of 3046 outpatients accessing the Medical Day Hospital of Istituto Nazionale Tumori di Milano from March 2019 to February 2021 aged ⩾ 18 years who developed CVC complications was analyzed extracting clinical data from their medical records. Focusing on the risk factors, especially through recent risk scores to estimate the thrombotic risk we used Wilcoxon-test for continuous variables and the Pearson-Chi-Square test for categorical variables. RESULTS Anticoagulants resulted a protective factor mostly for partial CVC occlusion (p = 0.0001), preventing CVC occlusions. CVC occlusions were significantly associated with epitelial tumor histotype, (p = 0.0061). Complete CVC occlusions were significantly associated with peripherical inserted central venous catheters (PICC) (p < 0.0001). Catheter-related-thrombosis (CRT) was significantly associated with peripherical-inserted-central-venous-catheter, both when it was diagnosed clinically (p = 0.0121) and radiographically (p = 0.0168).There was a strong association between CRT and a high grade of Khorana Score (p = 0.0195), Protecht Score (p = 0.0412), COMPASS-CAT Score (p = 0.0027). A positive statistical trend was observed between the Michigan Score and CRT in patients carrying PICC (p = 0.053). CONCLUSIONS There are many different and various factors associated with higher or lower risk of CVC thrombotic complications, so it could be useful to test the recent risk scores to estimate thrombotic risk in oncological patients in clinical practice.
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Affiliation(s)
- Ida Taglialatela
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Luigi Mariani
- Applied Research and Technical Development Department, Unit of Clinical Epidemiology and Trial Organization, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Katia Fiorella Dotti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Laura Di Vico
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Maria Neve Pisanu
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Claudia Facchinetti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Filippo De Braud
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy.,Oncology and Hemato-Oncology Department, University of Milan, Milan, Italy
| | - Laura Anna Maria Ferrari
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
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17
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Kong Y, Xu XC, Hong L. Arteriovenous thrombotic events in a patient with advanced lung cancer following bevacizumab plus chemotherapy: A case report. World J Clin Cases 2022; 10:6507-6513. [PMID: 35979297 PMCID: PMC9294919 DOI: 10.12998/wjcc.v10.i19.6507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Revised: 11/15/2021] [Accepted: 05/07/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND In driver gene-negative non-small cell lung cancer patients who relapse following radical resection, combination chemotherapy using bevacizumab and platinum-based dual drugs is known to increase both progression-free and overall survival. Treatment initially includes bevacizumab, and if patients are able to tolerate it, bevacizumab can continue to be utilized until disease progression. Bevacizumab is a recombinant humanized monoclonal neutralizing antibody that acts against vascular endothelial growth factor (VEGF). Various anti-VEGF monoclonal antibodies, such as bevacizumab, can increase the risk of arterial thromboembolism. Current data indicate that VEGF-targeted treatment does not significantly increase the risk of venous thromboembolism events, except for bevacizumab.
CASE SUMMARY A 55-year-old man underwent radical resection for cancer of the right lung. Six months following surgery, multiple metastases were observed in his left lung. Subsequently, six cycles of bevacizumab combined with pemetrexed/carboplatin chemotherapy was given. Efficacy evaluation continued to be partial relief according to RECIST 1.1 standards, and no noticeable adverse reactions were noted. After three cycles of maintenance therapy using a combination of bevacizumab and pemetrexed, the patient developed dizziness and dyspnea. The patient was diagnosed with acute cerebral infarction and pulmonary embolism following head magnetic resonance imaging, computed tomography (CT) angiography, and chest enhanced CT. Although the patient received low-molecular-weight heparin anticoagulation and other treatment, the patient eventually died of respiratory failure 1 mo later. This case report may offer some insight into fatal arteriovenous embolism, which has not been previously reported.
CONCLUSION Bevacizumab combined with chemotherapy may also increase the risk of arteriovenous thromboembolism. Accordingly, patients who receive angiogenesis inhibitor therapy should be carefully selected. Furthermore, close monitoring and timely intervention are necessary in order to reduce the risk of such toxicities.
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Affiliation(s)
- Ying Kong
- Department of Oncology, The First People’s Hospital of Xiaoshan District, Xiaoshan Affiliated Hospital of Wenzhou Medical University, Hangzhou 311200, Zhejiang Province, China
| | - Xiao-Cheng Xu
- Department of Oncology, The First People’s Hospital of Xiaoshan District, Xiaoshan Affiliated Hospital of Wenzhou Medical University, Hangzhou 311200, Zhejiang Province, China
| | - Liang Hong
- Department of Oncology, The First People’s Hospital of Xiaoshan District, Xiaoshan Affiliated Hospital of Wenzhou Medical University, Hangzhou 311200, Zhejiang Province, China
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18
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Lei H, Zhang M, Wu Z, Liu C, Li X, Zhou W, Long B, Ma J, Zhang H, Wang Y, Wang G, Gong M, Hong N, Liu H, Wu Y. Development and Validation of a Risk Prediction Model for Venous Thromboembolism in Lung Cancer Patients Using Machine Learning. Front Cardiovasc Med 2022; 9:845210. [PMID: 35321110 PMCID: PMC8934875 DOI: 10.3389/fcvm.2022.845210] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 02/11/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundThere is currently a lack of model for predicting the occurrence of venous thromboembolism (VTE) in patients with lung cancer. Machine learning (ML) techniques are being increasingly adapted for use in the medical field because of their capabilities of intelligent analysis and scalability. This study aimed to develop and validate ML models to predict the incidence of VTE among lung cancer patients.MethodsData of lung cancer patients from a Grade 3A cancer hospital in China with and without VTE were included. Patient characteristics and clinical predictors related to VTE were collected. The primary endpoint was the diagnosis of VTE during index hospitalization. We calculated and compared the area under the receiver operating characteristic curve (AUROC) using the selected best-performed model (Random Forest model) through multiple model comparison, as well as investigated feature contributions during the training process with both permutation importance scores and the impurity-based feature importance scores in random forest model.ResultsIn total, 3,398 patients were included in our study, 125 of whom experienced VTE during their hospital stay. The ROC curve and precision–recall curve (PRC) for Random Forest Model showed an AUROC of 0.91 (95% CI: 0.893–0.926) and an AUPRC of 0.43 (95% CI: 0.363–0.500). For the simplified model, five most relevant features were selected: Karnofsky Performance Status (KPS), a history of VTE, recombinant human endostatin, EGFR-TKI, and platelet count. We re-trained a random forest classifier with results of the AUROC of 0.87 (95% CI: 0.802–0.917) and AUPRC of 0.30 (95% CI: 0.265–0.358), respectively.ConclusionAccording to the study results, there was no conspicuous decrease in the model’s performance when use fewer features to predict, we concluded that our simplified model would be more applicable in real-life clinical settings. The developed model using ML algorithms in our study has the potential to improve the early detection and prediction of the incidence of VTE in patients with lung cancer.
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Affiliation(s)
- Haike Lei
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Mengyang Zhang
- Digital Health China Technologies, Co., Ltd., Beijing, China
| | - Zeyi Wu
- Digital Health China Technologies, Co., Ltd., Beijing, China
| | - Chun Liu
- Digital Health China Technologies, Co., Ltd., Beijing, China
| | - Xiaosheng Li
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Wei Zhou
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Bo Long
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Jiayang Ma
- Digital Health China Technologies, Co., Ltd., Beijing, China
| | - Huiyi Zhang
- Digital Health China Technologies, Co., Ltd., Beijing, China
| | - Ying Wang
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
| | - Guixue Wang
- MOE Key Laboratory for Biorheological Science and Technology, State and Local Joint Engineering Laboratory for Vascular Implants, College of Bioengineering, Chongqing University, Chongqing, China
| | - Mengchun Gong
- Digital Health China Technologies, Co., Ltd., Beijing, China
| | - Na Hong
- Digital Health China Technologies, Co., Ltd., Beijing, China
| | - Haixia Liu
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
- *Correspondence: Haixia Liu,
| | - Yongzhong Wu
- Chongqing Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment, Chongqing University Cancer Hospital, Chongqing, China
- Yongzhong Wu,
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19
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Xiong W, Zhao Y, Du H, Wang Y, Xu M, Guo X. Optimal authoritative risk assessment score of Cancer-associated venous thromboembolism for hospitalized medical patients with lung Cancer. Thromb J 2021; 19:95. [PMID: 34863189 PMCID: PMC8642841 DOI: 10.1186/s12959-021-00339-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 10/26/2021] [Indexed: 12/20/2022] Open
Abstract
Background Cancer-associated venous thromboembolism (VTE) is common in patients with primary lung cancer. It has been understudied which authoritative risk assessment score of cancer-associated VTE is optimal for the assessment of VTE development in hospitalized medical patients with lung cancer. Methods Patients with lung cancer who had undergone computed tomography pulmonary angiography (CTPA), compression ultrasonography (CUS) of lower and upper extremities, and/or planar ventilation/perfusion (V/Q) scan to confirm the presence or absence of VTE during a medical hospitalization were retrospectively reviewed. Based on the actual prevalence of VTE among all patients, the possibility of VTE were reassessed with the Khorana score, the PROTECHT score, the CONKO score, the ONKOTEV score, the COMPASS-CAT score, and the CATS/MICA score, to compare their assessment accuracy for VTE development. Results A total of 1263 patients with lung cancer were incorporated into the final analysis. With respect to assessment efficiency for VTE occurrence, the scores with adjusted agreement from highest to lowest were the ONKOTEV score (78.6%), the PROTECHT score (73.4%), the CONKO score (72.1%), the COMPASS-CAT score (71.7%), the Khorana score (70.9%), and the CATS/MICA score (60.3%). The ONKOTEV score had the highest Youden index which was 0.68, followed by the PROTECHT score (0.58), the COMPASS-CAT score (0.56), the CONKO score (0.55), the Khorana score (0.53), and the CATS/MICA score (0.23). Conclusions Among the Khorana score, the PROTECHT score, the CONKO score, the ONKOTEV score, the COMPASS-CAT score, and the CATS/MICA score which are approved by authoritative guidelines, the ONKOTEV score is optimal for the assessment of VTE development in hospitalized medical patients with lung cancer.
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Affiliation(s)
- Wei Xiong
- Department of Pulmonary and Critical Care Medicine, Xinhua Hospital, Shanghai Jiaotong University School of Medicine,Shanghai, No. 1665, Kongjiang Road, Yangpu District, Shanghai, 200092, China.
| | - Yunfeng Zhao
- Department of Pulmonary and Critical Care Medicine, Punan Hospital, Pudong New District, Shanghai, China
| | - He Du
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yanmin Wang
- Department of Pulmonary and Critical Care Medicine, Xinhua Hospital, Shanghai Jiaotong University School of Medicine,Shanghai, No. 1665, Kongjiang Road, Yangpu District, Shanghai, 200092, China
| | - Mei Xu
- Department of General Medicine, North Bund Community Health Service Center, Hongkou District, Shanghai, China.
| | - Xuejun Guo
- Department of Pulmonary and Critical Care Medicine, Xinhua Hospital, Shanghai Jiaotong University School of Medicine,Shanghai, No. 1665, Kongjiang Road, Yangpu District, Shanghai, 200092, China.
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20
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Risk assessment models of cancer-associated thrombosis - Potentials and perspectives. THROMBOSIS UPDATE 2021. [DOI: 10.1016/j.tru.2021.100075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
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21
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Akhtar-Danesh GG, Akhtar-Danesh N, Shargall Y. Venous Thromboembolism in Surgical Lung Cancer Patients: A Provincial Population-Based Study. Ann Thorac Surg 2021; 114:890-897. [PMID: 34785249 DOI: 10.1016/j.athoracsur.2021.10.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 09/13/2021] [Accepted: 10/04/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND Venous thromboembolism (VTE) is a significant cause of morbidity and mortality in surgical patients. Thoracic surgery patients are at increased risk due to inherent technical and disease-specific factors. Other surgical specialties have adopted post-discharge extended VTE prophylaxis; however, evidence is scarce in thoracic surgery. This study aims to identify VTE risk factors and associated mortality among surgical lung cancer patients. METHODS Using administrative databases, all patients in the province of Ontario undergoing lung cancer surgery from 2007 to 2017 were identified. Logistic regression identified VTE risk factors at 90-days and one-year postoperatively. A flexible parametric survival analysis compared mortality and survival up to 5 years after surgery between patients with and without VTE. RESULTS Of 65,513 patients diagnosed with lung cancer, 12,626 (19.3%) underwent surgery. VTE incidence at 90-days and 1-year postoperatively was 1.3% and 2.7%, respectively. Open and more extensive resections carried an increased VTE-risk, with pneumonectomy conferring the highest risk (OR = 2.36; p<0.001). Stage III and IV disease carried a 3.19 and 4.97-times higher risk of VTE, respectively, compared to stage I (p<0.001). The hazard ratio for mortality at one year for patients with a VTE was 2.01 (p<0.001). Patients suffering a VTE had reduced 5-year survival. CONCLUSIONS Patients undergoing pneumonectomy and those with advanced stage have an increased VTE-risk. Patients suffering a thrombotic complication have an increased risk of mortality, and decreased 5-year survival. Accordingly, strategies to reduce VTE risk should be considered in patients undergoing high risk operations to reduce the mortality of VTEs.
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Affiliation(s)
- Gileh-Gol Akhtar-Danesh
- Department of Surgery, McMaster University, Hamilton, Ontario, Canada; Division of Thoracic Surgery, St Joseph's Healthcare, Hamilton, Ontario, Canada
| | - Noori Akhtar-Danesh
- School of Nursing, McMaster University, Hamilton, Ontario, Canada; Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Yaron Shargall
- Department of Surgery, McMaster University, Hamilton, Ontario, Canada; Division of Thoracic Surgery, St Joseph's Healthcare, Hamilton, Ontario, Canada.
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22
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Di W, Xu H, Xue T, Ling C. Advances in the Prediction and Risk Assessment of Lung Cancer-Associated Venous Thromboembolism. Cancer Manag Res 2021; 13:8317-8327. [PMID: 34764694 PMCID: PMC8575248 DOI: 10.2147/cmar.s328918] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Accepted: 10/26/2021] [Indexed: 12/18/2022] Open
Abstract
According to the most recent data from the National Cancer Center, venous thromboembolism (VTE) has unsurprisingly become one of the most common complications in lung cancer. VTE not only interferes with the equilibrium of the clotting system but it also affects tumor progression and prognosis. For the identification of high-risk patients, many clinical risk assessment models have been developed and validated based on the risk factors found in previous studies. In this review, we will summarize advances in prediction and risk assessment of VTE, with a focus on early diagnosis and therapy, reduction of mortality, and the burden of medical costs in lung cancer patients.
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Affiliation(s)
- Wenjuan Di
- Department of Respiratory and Critical Care Medicine, The First Hospital Affiliated of Soochow University, Suzhou City, Jiangsu Province, People’s Republic of China
| | - Haotian Xu
- Department of Respiratory and Critical Care Medicine, The First Hospital Affiliated of Soochow University, Suzhou City, Jiangsu Province, People’s Republic of China
| | - Ting Xue
- Department of Respiratory and Critical Care Medicine, The First Hospital Affiliated of Soochow University, Suzhou City, Jiangsu Province, People’s Republic of China
| | - Chunhua Ling
- Department of Respiratory and Critical Care Medicine, The First Hospital Affiliated of Soochow University, Suzhou City, Jiangsu Province, People’s Republic of China
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23
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Wang B, Xu P, Shu Q, Yan S, Xu H. Combined Effect of MTHFR C677T and PAI-1 4G/5G Polymorphisms on the Risk of Venous Thromboembolism in Chinese Lung Cancer Patients. Clin Appl Thromb Hemost 2021; 27:10760296211031291. [PMID: 34325549 PMCID: PMC8327007 DOI: 10.1177/10760296211031291] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Venous thromboembolism (VTE) is a common and potentially fatal complication in
cancer patients. Although several genetic risk factors related to thrombophilia
have been identified, their contributions for the occurrence of VTE in cancer
patients have conflicting results. The aim of this study was to evaluated the
gene polymorphisms of methylenetetrahydrofolate reductase (MTHFR) C677T and
plasminogen activator inhibitor-1 (PAI-1) 4G/5G in lung cancer patients, with
and without VTE, and the combined effect on the risk of VTE. 92 lung cancer
patients diagnosed with VTE (VTE group) and 122 lung cancer patients without VTE
(non-VTE group) were enrolled in the study. The gene polymorphisms were analyzed
by the method of polymerase chain reaction-restriction fragment length
polymorphism. Gene mutation of factor V Leiden was not detected both in non-VTE
group and VTE group. The frequency of MTHFR C677T homozygous mutation in VTE
group was 25.00%, higher than that in the non-VTE group without statistical
difference. It was found that the PAI-1 4G4G genotype is associated with a
higher risk of VTE (OR: 2.62, 95%CI: 1.19-5.75). Interestingly, the interaction
between MTHFR C677T and PAI-1 4G/5G polymorphisms showed that the coexistence of
the 2 homozygous mutation could further increase the risk of VTE. In conclusion,
PAI-1 4G/5G polymorphism may be an increased risk factor for VTE among lung
cancer patients in Chinese population. The homozygous MTHFR C677T mutation may
be not a risk factor for VTE but increases the risk, accompanied with PAI-1 4G5G
genotype.
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Affiliation(s)
- Baoyan Wang
- Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Peijuan Xu
- Nanjing Tongren Hospital, School of Medicine, Southeast University, Nanjing, Jiangsu, China
| | - Qing Shu
- Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Simin Yan
- Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
| | - Hang Xu
- Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, China
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24
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Mosaad M, Elnaem MH, Cheema E, Ibrahim I, Ab Rahman J, Kori AN, Hin HS. Cancer-Associated Thrombosis: A Clinical Scoping Review of the Risk Assessment Models Across Solid Tumours and Haematological Malignancies. Int J Gen Med 2021; 14:3881-3897. [PMID: 34335052 PMCID: PMC8318782 DOI: 10.2147/ijgm.s320492] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 07/05/2021] [Indexed: 12/18/2022] Open
Abstract
Cancer-associated thrombosis (CAT) is a leading cause of death in cancer patients receiving outpatient chemotherapy. The latest guidelines emphasize stratifying the patients in terms of CAT risks periodically. Multiple risk assessment models (RAMs) were developed to classify patients and guide thromboprophylaxis to high-risk patients. This study aimed to discuss and highlight different RAMs across various malignancy types with their related advantages and disadvantages. A scoping review was conducted using predefined search terms in three scientific databases, including Google Scholar, Science Direct, and PubMed. The search for studies was restricted to original research articles that reported risk assessment models published in the last thirteen years (between 2008 and 2021) to cover the most recently published evidence following the development of the principal risk assessment score in 2008. Data charting of the relevant trials, scores, advantages, and disadvantages were done iteratively considering the malignancy type. Of the initially identified 1115 studies, 39 studies with over 67,680 patients were included in the review. In solid organ malignancy, nine risk assessment scores were generated. The first and most known Khorana risk score still offers the best available risk assessment model when used for high-risk populations with a threshold of 2 and above. However, KRS has a limitation of failure to stratify low-risk patients. The COMPASS-CAT score showed the best performance in the lung carcinoma patients who have a higher prevalence of thrombosis than other malignancy subtypes. In testicular germ cell tumours, Bezan et al RAM is a validated good discriminatory RAM for this malignancy subtype. CAT in haematological malignancy seems to be under-investigated and has multiple disease-related, and treatment-related confounding factors. AL-Ani et al score performed efficiently in acute leukemia. In multiple myeloma, both SAVED and IMPEDED VTE scores showed good performance. Despite the availability of different disease-specific scores in lymphoma-related thrombosis, the standard of care needs to be redefined.
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Affiliation(s)
- Manar Mosaad
- Department of Internal Medicine, Faculty of Medicine, International Islamic University Malaysia, Kuantan, Pahang, Malaysia
| | - Mohamed Hassan Elnaem
- Department of Pharmacy Practice, Faculty of Pharmacy, International Islamic University Malaysia, Kuantan, Pahang, Malaysia
| | - Ejaz Cheema
- School of Pharmacy, University of Birmingham, Birmingham, B15 2TT, UK
| | - Ismail Ibrahim
- Department of Internal Medicine, Faculty of Medicine, International Islamic University Malaysia, Kuantan, Pahang, Malaysia
| | - Jamalludin Ab Rahman
- Department of Community Medicine, Faculty of Medicine, International Islamic University Malaysia, Kuantan, Pahang, Malaysia
| | - Ahlam Naila Kori
- Haematology Unit, Tengku Ampuan Afzan Hospital, Kuantan, Pahang, Malaysia
| | - How Soon Hin
- Department of Internal Medicine, Faculty of Medicine, International Islamic University Malaysia, Kuantan, Pahang, Malaysia
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25
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Nishimura A, Ikeda Y. [Predicting the Incidence of Venous Thromboembolism Using the Khorana Score: A Literature Review]. YAKUGAKU ZASSHI 2021; 141:611-622. [PMID: 33790126 DOI: 10.1248/yakushi.20-00228] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Venous thromboembolism (VTE) is the second most common cause of cancer-related deaths globally. The Khorana score, a VTE prediction model, is calculated using the site of cancer, white blood cell count, hemoglobin level, platelet count, and body mass index. This study aimed to investigate the usefulness of the Khorana score, using data available in the literature. On July 28, 2020, we collected papers using the following keywords: "cancer", "venous thromboembolism", "deep vein thrombosis", "pulmonary embolism", and "Khorana score" on PubMed. Papers published after 2016 were eligible. The selection criteria were as follows: "English or Japanese", "original paper", "abstract and full text", and "comply with the clinical question". There were 131 papers that matched the keywords, and 15 of them complied with the selection criteria. In 15 papers, Khorana score was calculated in 8047 patients. In the low- and intermediate-risk groups, 532 of 6812 patients developed VTE [7.8%, 95%confidence intervals (CI) 7.2-8.5], whereas in the high-risk group, 127 of 1235 patients developed VTE (10.3%, 95% CI 8.7-12.1) [odds ratio (OR) 1.3, 95% CI 1.0-1.6] (I2=0%, τ2=0, p=0.50). Venous thromboembolism prediction using the Khorana score might be useful. However, most of the number of VTE patients are in the low- and intermediate-risk groups. Therefore, a comprehensive evaluation according to clinical conditions is required, regardless of the risk classification using the Khorana score.
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Affiliation(s)
| | - Yoshiaki Ikeda
- Faculty of Pharmaceutical Sciences, Kinjo Gakuin University
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26
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Yan AR, Samarawickrema I, Naunton M, Peterson GM, Yip D, De Rosa S, Mortazavi R. Risk Factors and Prediction Models for Venous Thromboembolism in Ambulatory Patients with Lung Cancer. Healthcare (Basel) 2021; 9:778. [PMID: 34205695 PMCID: PMC8233898 DOI: 10.3390/healthcare9060778] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 06/13/2021] [Accepted: 06/17/2021] [Indexed: 12/21/2022] Open
Abstract
Venous thromboembolism (VTE) is a significant cause of mortality in patients with lung cancer. Despite the availability of a wide range of anticoagulants to help prevent thrombosis, thromboprophylaxis in ambulatory patients is a challenge due to its associated risk of haemorrhage. As a result, anticoagulation is only recommended in patients with a relatively high risk of VTE. Efforts have been made to develop predictive models for VTE risk assessment in cancer patients, but the availability of a reliable predictive model for ambulate patients with lung cancer is unclear. We have analysed the latest information on this topic, with a focus on the lung cancer-related risk factors for VTE, and risk prediction models developed and validated in this group of patients. The existing risk models, such as the Khorana score, the PROTECHT score and the CONKO score, have shown poor performance in external validations, failing to identify many high-risk individuals. Some of the newly developed and updated models may be promising, but their further validation is needed.
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Affiliation(s)
- Ann-Rong Yan
- School of Health Sciences, Faculty of Health, University of Canberra, Canberra 2617, Australia; (A.-R.Y.); (M.N.); (G.M.P.); (D.Y.)
| | - Indira Samarawickrema
- School of Nursing, Midwifery and Public Health, Faculty of Health, University of Canberra, Canberra 2617, Australia;
| | - Mark Naunton
- School of Health Sciences, Faculty of Health, University of Canberra, Canberra 2617, Australia; (A.-R.Y.); (M.N.); (G.M.P.); (D.Y.)
| | - Gregory M. Peterson
- School of Health Sciences, Faculty of Health, University of Canberra, Canberra 2617, Australia; (A.-R.Y.); (M.N.); (G.M.P.); (D.Y.)
- College of Health and Medicine, University of Tasmania, Hobart 7005, Australia
| | - Desmond Yip
- School of Health Sciences, Faculty of Health, University of Canberra, Canberra 2617, Australia; (A.-R.Y.); (M.N.); (G.M.P.); (D.Y.)
- Department of Medical Oncology, The Canberra Hospital, Garran 2605, Australia
- ANU Medical School, Australian National University, Canberra 0200, Australia
| | - Salvatore De Rosa
- Department of Medical and Surgical Science, Magna Graecia University, 88100 Catanzaro, Italy;
| | - Reza Mortazavi
- School of Health Sciences, Faculty of Health, University of Canberra, Canberra 2617, Australia; (A.-R.Y.); (M.N.); (G.M.P.); (D.Y.)
- Prehab Activity Cancer Exercise Survivorship Research Group, Faculty of Health, University of Canberra, Canberra 2617, Australia
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27
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Horowitz NA, Brenner B. Thrombosis in hematological malignancies: mechanisms and implications. Thromb Res 2021; 191 Suppl 1:S58-S62. [PMID: 32736780 DOI: 10.1016/s0049-3848(20)30398-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 01/12/2020] [Accepted: 01/13/2020] [Indexed: 12/21/2022]
Abstract
A B S T R A C T Thrombotic events are a major cause of morbidity and mortality in cancer. While the association of venous thromboembolic events with cancer is well documented, in recent years arterial events (i.e. acute myocardial infarction and ischemic strokes) have also emerged as relatively common complications among cancer patients. In hematological malignancies incorporating a heterogeneous group of diseases, the prediction of thrombosis occurrence and/or recurrence is challenging, due to unique disease characteristics. Furthermore, the treatment of thrombosis in these patients is often complicated because of disease- or therapy-related thrombocytopenia. In addition, patients with hematological cancers are poorly represented in randomized control clinical trials; hence, evidence-based guidelines are limited. This review will discuss the incidence of venous and arterial thrombotic events in common myeloid and lymphoproliferative diseases. Several new mechanisms contributing to cancer- associated thrombosis will be elaborated. The complicated issue of risk assessment and management of venous thrombosis in patients with hematological malignancies will be delineated.
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Affiliation(s)
- Netanel A Horowitz
- Department of Hematology and Bone Marrow Transplantation, Rambam Health Care Campus, Haifa, Israel; Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel.
| | - Benjamin Brenner
- Department of Hematology and Bone Marrow Transplantation, Rambam Health Care Campus, Haifa, Israel; Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel
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28
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Gerotziafas GT, Mahé I, Lefkou E, AboElnazar E, Abdel-Razeq H, Taher A, Antic D, Elalamy I, Syrigos K, Van Dreden P. Overview of risk assessment models for venous thromboembolism in ambulatory patients with cancer. Thromb Res 2021; 191 Suppl 1:S50-S57. [PMID: 32736779 DOI: 10.1016/s0049-3848(20)30397-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 01/15/2020] [Accepted: 01/23/2020] [Indexed: 02/07/2023]
Abstract
A B S T R A C T Important progress has been made in the development of risk assessment models (RAM) for the identification of outpatients on anticancer treatment at risk of venous thromboembolism (VTE). Since the breakthrough publication of the original Khorana risk score (KRS) more than 10 years ago, a new generation of KRS-based scores have been developed, including the Vienna Cancer and Thrombosis Study, PROTECHT, CONKO, ONCOTEV, TicOnco and the CATS/MICA score. Among these the CATS/MICA score showed that a simplified score composed of only two calibrated predictors, the type of cancer and the D-dimer levels, offers a user-friendly tool for the evaluation of cancer-associated thrombosis (CAT) risk. The COMPASS-CAT score is the first that introduced a more synthetic approach of risk evaluation by combining cancer-related predictors with patient comorbidity in a score which is designed for the types of cancer frequently seen in the community (i.e. breast, lung colon or ovarian cancers) and has been externally validated in independent studies. The Throly score is registered as part of the same group as it has a similar structure to the COMPASS-CAT score and is applicable in patients with lymphoma. The incorporation of specific biomarkers of hypercoagulability to the RAM for CAT offers the possibility to perform a precision medicine approach in the prevention of CAT. The improvement of RAM for CAT with artificial intelligence methodologies and deep learning techniques is the challenge in the near future.
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Affiliation(s)
- Grigoris T Gerotziafas
- Research Group "Cancer, Haemostasis and Angiogenesis", INSERM U938, Centre de Recherche Saint-Antoine, Institut Universitaire de Cancérologie, Faculty of Medicine, Sorbonne University, Paris, France; Service d'Hématologie Biologique Hôpital Tenon, Hôpitaux Universitaires de l'Est Parisien, Assistance Publique Hôpitaux de Paris, Paris, France; Department of Hematology and Cell Therapy, Saint Antoine Hospital, Hôpitaux Universitaires de l'Est Parisien, Assistance Publique Hôpitaux de Paris, Sorbonne University, Paris, France.
| | - Isabelle Mahé
- Internal Medicine Department, Hôpital Louis Mourier, APHP, Colombes, Inserm UMR_S1140, Université Paris-Diderot Paris7, Paris, France
| | - Eleftheria Lefkou
- Research Group "Cancer, Haemostasis and Angiogenesis", INSERM U938, Centre de Recherche Saint-Antoine, Institut Universitaire de Cancérologie, Faculty of Medicine, Sorbonne University, Paris, France
| | | | - Hiqmat Abdel-Razeq
- Department of Internal Medicine, King Hussein Cancer Center, Amman, Jordan
| | - Ali Taher
- Department of Internal Medicine, Division of Hematology/Oncology, American University of Beirut, Lebanon
| | - Darko Antic
- Clinic for Hematology, Clinical Center Serbia, University of Belgrade, Belgrade, Serbia
| | - Ismail Elalamy
- Research Group "Cancer, Haemostasis and Angiogenesis", INSERM U938, Centre de Recherche Saint-Antoine, Institut Universitaire de Cancérologie, Faculty of Medicine, Sorbonne University, Paris, France; Service d'Hématologie Biologique Hôpital Tenon, Hôpitaux Universitaires de l'Est Parisien, Assistance Publique Hôpitaux de Paris, Paris, France
| | - Kostas Syrigos
- Oncology Unit, 3(rd) Dept of Medicine, National and Kapodistrian University of Athens, School of Medicine, "Sotiria" General Hospital, Athens, Greece
| | - Patrick Van Dreden
- Research Group "Cancer, Haemostasis and Angiogenesis", INSERM U938, Centre de Recherche Saint-Antoine, Institut Universitaire de Cancérologie, Faculty of Medicine, Sorbonne University, Paris, France; Clinical Research Department, Diagnostica Stago, Gennevilliers, France
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29
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Candeloro M, Guman NAM, Kraaijpoel N, Di Nisio M. Risk Assessment Models for Thrombosis and Anticoagulant-Related Bleeding in Ambulatory Cancer Patients. Semin Thromb Hemost 2021; 47:972-981. [PMID: 34111897 DOI: 10.1055/s-0040-1722608] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Cancer patients have a high risk of developing venous thromboembolism and arterial thrombosis, along with an increased risk of anticoagulant-related bleeding with primary and secondary prophylaxis of cancer-associated thrombosis. Decisions on initiation, dosing, and duration of anticoagulant therapy for prevention and treatment of cancer-associated thrombosis are challenging, as clinicians have to balance patients' individual risk of (recurrent) thrombosis against the risk of bleeding complications. For this purpose, several dedicated risk assessment models for venous thromboembolism in cancer patients have been suggested. However, most of these scores perform poorly and have received limited to no validation. For bleeding and arterial thrombosis, no risk scores have been developed specifically for cancer patients, and treatment decisions remain based on clinical gestalt and rough and unstructured estimation of the risks. The aims of this review are to summarize the characteristics and performance of risk assessment scores for (recurrent) venous thromboembolism and discuss available data on risk assessment for bleeding and arterial thrombosis in the cancer population. This summary can help clinicians in daily practice to make a balanced decision when considering the use of risk assessment models for cancer-associated venous thromboembolism. Future research attempts should aim at improving risk assessment for arterial thrombosis and anticoagulant-related bleeding in cancer patients.
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Affiliation(s)
- Matteo Candeloro
- Department of Medicine and Ageing Sciences, G. D'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Noori A M Guman
- Department of Vascular Medicine, Tergooi Hospital, Hilversum, The Netherlands.,Department of Vascular Medicine, Amsterdam UMC/University of Amsterdam, Amsterdam, The Netherlands
| | - Noémie Kraaijpoel
- Department of Vascular Medicine, Amsterdam UMC/University of Amsterdam, Amsterdam, The Netherlands
| | - Marcello Di Nisio
- Department of Medicine and Ageing Sciences, G. D'Annunzio University of Chieti-Pescara, Chieti, Italy.,Department of Vascular Medicine, Amsterdam UMC/University of Amsterdam, Amsterdam, The Netherlands
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30
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Liu Y, Wang W, Wu F, Gao G, Xu J, Li X, Zhao C, Yang S, Mao S, Pan Y, Jia K, Shao C, Chen B, Ren S, Zhou C. High discrepancy in thrombotic events in non-small cell lung cancer patients with different genomic alterations. Transl Lung Cancer Res 2021; 10:1512-1524. [PMID: 33889526 PMCID: PMC8044490 DOI: 10.21037/tlcr-20-1290] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Background Acute complications, such as venous thromboembolism (VTE), are common in patients with advanced severe lung cancers. However, current VTE risk scores cannot adequately identify high-risk patients with non-small cell lung cancer (NSCLC). The study proposed to elucidated the incidence of thromboembolism (TE) in patients with different oncogenic aberrations and the impact of these aberrations on the efficacy of targeted therapy in patients with NSCLC. Methods A systemic review was conducted in Web of Science, PubMed, Embase and the Cochrane Library to evaluate the incidence of TE in different molecular subtypes of NSCLC. Data from patients diagnosed of advanced NSCLC who harboring anaplastic lymphoma kinase (ALK) or ROS proto-oncogene 1 receptor tyrosine kinase (ROS1) rearrangements since 2016 to 2019 were also retrospectively collected. A meta-analysis with random-effects model, sensitivity analysis and publication bias were performed. The principal summary measure was incidence of thrombotic events in NSCLC patients. And the efficacy of tyrosine kinase inhibitor (TKI) therapy was compared between the two subgroups. Results A total of 5,767 cases from 20 studies were included in the analysis of the incidence of thrombosis in patients with different oncogenic alterations. The pooled analysis showed a higher risk of thrombosis in ROS1-fusion types (41%, 95% CI: 35-47%) and ALK-fusion types (30%, 95% CI: 24-37%) than in EGFR-mutation (12%, 95% CI: 8-17%), KRAS-mutation (25%, 95% CI: 13-50%), and wild-type (14%, 95% CI: 10-20%) cases. A high prevalence of thrombosis (ALK: 24.4%; ROS1: 32.6%) was observed in the Shanghai Pulmonary Hospital (SPH) cohort of 224 patients with ALK or ROS1 fusion. Furthermore, patients with embolism had significantly shorter progression-free survival (PFS) after TKI therapy than those without embolism, both in the ALK+ cohort (5.6 vs. 12.9 months, P<0.0001) and in the ROS1+ cohort (9.6 vs. 17.6 months, P=0.0481). Conclusions NSCLC patients with ALK/ROS1 rearrangements are more likely to develop thrombosis than patients with other oncogenic alterations. Thrombosis may also be associated with an inferior response and PFS after TKI therapy.
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Affiliation(s)
- Yiwei Liu
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Wanying Wang
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Fengying Wu
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Guanghui Gao
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Jian Xu
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xuefei Li
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Chao Zhao
- Department of Lung Cancer and Immunology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Shuo Yang
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Shiqi Mao
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yingying Pan
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Keyi Jia
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Chuchu Shao
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Bin Chen
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Shengxiang Ren
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Caicun Zhou
- Department of Medical Oncology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
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Zhang M, Wu S, Hu C. Do lung cancer patients require routine anticoagulation treatment? A meta-analysis. J Int Med Res 2020; 48:300060519896919. [PMID: 31948304 PMCID: PMC7113707 DOI: 10.1177/0300060519896919] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Objective We conducted this meta-analysis to investigate the utility of anticoagulant treatment in lung cancer patients. Method We retrieved studies focused on thrombosis and lung cancer by searching electronic databases. We evaluated the impact of thrombosis on the prognosis of lung cancer patients, assessed the efficacy and effect of anticoagulation treatment in lung cancer patients, and investigated risk factors for thrombosis in lung cancer patients. Result Lung cancer patients with thrombosis have a significantly worse overall survival. Anticoagulant treatment did not improve the prognosis of lung cancer patients. Although anticoagulant treatment was associated with a reduced incidence of venous thromboembolism and pulmonary embolism, there was an increased risk of hemorrhage in this population. The risk factors for thrombosis in lung cancer patients are adenocarcinoma, advanced tumor stage, and high serum levels of d-dimer. Conclusion Anticoagulation treatment in lung cancer patients should be more individualized. Routine anticoagulant treatment is not recommended.
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Affiliation(s)
- Mengying Zhang
- Department of Respiratory Medicine, National Key Clinical Specialty, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Shuxie Wu
- Reproductive Medicine Center, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Chengping Hu
- Department of Respiratory Medicine, National Key Clinical Specialty, Xiangya Hospital, Central South University, Changsha, Hunan, China
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Nicholson M, Chan N, Bhagirath V, Ginsberg J. Prevention of Venous Thromboembolism in 2020 and Beyond. J Clin Med 2020; 9:jcm9082467. [PMID: 32752154 PMCID: PMC7465935 DOI: 10.3390/jcm9082467] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 07/18/2020] [Accepted: 07/27/2020] [Indexed: 02/06/2023] Open
Abstract
Venous thromboembolism (VTE) is the third most common cause of vascular mortality worldwide and comprises deep-vein thrombosis (DVT) and pulmonary embolism (PE). In this review, we discuss how an understanding of VTE epidemiology and the results of thromboprophylaxis trials have shaped the current approach to VTE prevention. We will discuss modern thromboprophylaxis as it pertains to genetic risk factors, exogenous hormonal therapies, pregnancy, surgery, medical hospitalization, cancer, and what is known thus far about VTE in COVID-19 infection.
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Howlett J, Benzenine E, Cottenet J, Foucher P, Fagnoni P, Quantin C. Could venous thromboembolism and major bleeding be indicators of lung cancer mortality? A nationwide database study. BMC Cancer 2020; 20:461. [PMID: 32448219 PMCID: PMC7245783 DOI: 10.1186/s12885-020-06930-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 05/05/2020] [Indexed: 02/06/2023] Open
Abstract
Background Venous thromboembolism (VTE) is highly prevalent in cancer patients and can cause severe morbidity. VTE treatment is essential, but anticoagulation increases the risk of major bleeding. The purpose was to evaluate the impact of VTE and major bleeding on survival and to identify significant risk factors for these events in lung cancer patients. Methods Data were extracted from a permanent sample of the French national health information system (including hospital and out-of-hospital care) from 2009 to 2016. All episodes of VTE and major bleeding events within one year after cancer diagnosis were identified. A Cox model was used to analyse the effect of VTE and major bleeding on the patients’ one-year survival. VTE and major bleeding risk factors were analysed with a Fine and Gray survival model. Results Among the 2553 included patients with lung cancer, 208 (8%) had a VTE episode in the year following diagnosis and 341 (13%) had major bleeding. Almost half of the patients died during follow-up. Fifty-six (60%) of the patients presenting with pulmonary embolism (PE) died, 48 (42%) of the patients presenting with deep vein thrombosis (DVT) alone died and 186 (55%) of those presenting with a major bleeding event died. The risk of death was significantly increased following PE and major bleeding events. VTE concomitant with cancer diagnosis was associated with an increased risk of VTE recurrence beyond 6 months after the first VTE event (sHR = 4.07 95% CI: 1.57–10.52). Most major bleeding events did not appear to be related to treatment. Conclusion VTE is frequent after a diagnosis of lung cancer, but so are major bleeding events. Both PE and major bleeding are associated with an increased risk of death and could be indicators of lung cancer mortality.
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Affiliation(s)
- Jennifer Howlett
- CHRU Dijon, Pharmacy, F-21000, Dijon, France.,Biostatistics and Bioinformatics (DIM), University Hospital, Bourgogne Franche-Comté University, Dijon, France
| | - Eric Benzenine
- Biostatistics and Bioinformatics (DIM), University Hospital, Bourgogne Franche-Comté University, Dijon, France.,INSERM, CIC 1432, Clinical Investigation Center, clinical epidemiology/ clinical trials unit, Dijon University Hospital, Dijon, France
| | - Jonathan Cottenet
- Biostatistics and Bioinformatics (DIM), University Hospital, Bourgogne Franche-Comté University, Dijon, France.,INSERM, CIC 1432, Clinical Investigation Center, clinical epidemiology/ clinical trials unit, Dijon University Hospital, Dijon, France
| | | | - Philippe Fagnoni
- CHRU Dijon, Pharmacy, F-21000, Dijon, France.,Unité INSERM U866, Dijon University Hospital, Dijon, France
| | - Catherine Quantin
- Biostatistics and Bioinformatics (DIM), University Hospital, Bourgogne Franche-Comté University, Dijon, France. .,INSERM, CIC 1432, Clinical Investigation Center, clinical epidemiology/ clinical trials unit, Dijon University Hospital, Dijon, France. .,Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM, UVSQ, Institut Pasteur, Université Paris-Saclay, Paris, France.
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Dimakakos E, Kotteas E, Gomatou G, Katsarou T, Vlahakos V, Vathiotis I, Talagani S, Dimitroulis I, Syrigos K. Do we need prophylactic anticoagulation in ambulatory patients with lung cancer? A review. Vasc Med 2020; 25:255-262. [PMID: 32146869 DOI: 10.1177/1358863x19899160] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Venous thromboembolism is a common complication of malignancy. Lung cancer is considered one of the most thrombogenic cancer types. Primary thromboprophylaxis is not currently recommended for all ambulatory patients with active cancer. In the present narrative review we aim to summarize recent data on the safety and efficacy of primary thromboprophylaxis as well as on venous thromboembolism risk assessment, focusing on ambulatory patients with lung cancer. A potential benefit from prophylactic anticoagulation with low molecular weight heparins in terms of venous thromboembolism risk reduction and increased overall survival in patients with lung cancer, without a significant increase in bleeding risk, has been reported in several studies. Recent studies also reveal promising results of direct oral anticoagulants regarding their efficacy as primary thromboprophylaxis in patients with cancer, including those with lung cancer. However, the use of different study methodologies and the heterogeneity of study populations among the trials limit the extraction of definite results. More randomized, controlled trials, restricted to a well-characterized population of patients with lung cancer, are greatly anticipated. The use of risk assessment tools for stratification of venous thromboembolic risk is warranted. The development of an accurate and practical risk assessment model for patients with lung cancer represents an unmet need.
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Affiliation(s)
- Evangelos Dimakakos
- Oncology Unit, 3rd Department of Medicine, National and Kapodistrian University of Athens, 'Sotiria' Hospital for Chest Diseases, Athens, Greece
| | - Elias Kotteas
- Oncology Unit, 3rd Department of Medicine, National and Kapodistrian University of Athens, 'Sotiria' Hospital for Chest Diseases, Athens, Greece
| | - Georgia Gomatou
- Oncology Unit, 3rd Department of Medicine, National and Kapodistrian University of Athens, 'Sotiria' Hospital for Chest Diseases, Athens, Greece
| | - Theodora Katsarou
- Oncology Unit, 3rd Department of Medicine, National and Kapodistrian University of Athens, 'Sotiria' Hospital for Chest Diseases, Athens, Greece
| | - Vassilis Vlahakos
- Oncology Unit, 3rd Department of Medicine, National and Kapodistrian University of Athens, 'Sotiria' Hospital for Chest Diseases, Athens, Greece
| | - Ioannis Vathiotis
- Oncology Unit, 3rd Department of Medicine, National and Kapodistrian University of Athens, 'Sotiria' Hospital for Chest Diseases, Athens, Greece
| | - Sofia Talagani
- Oncology Unit, 3rd Department of Medicine, National and Kapodistrian University of Athens, 'Sotiria' Hospital for Chest Diseases, Athens, Greece
| | - Ioannis Dimitroulis
- Oncology Unit, 3rd Department of Medicine, National and Kapodistrian University of Athens, 'Sotiria' Hospital for Chest Diseases, Athens, Greece
| | - Konstantinos Syrigos
- Oncology Unit, 3rd Department of Medicine, National and Kapodistrian University of Athens, 'Sotiria' Hospital for Chest Diseases, Athens, Greece
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Alexander M, Pavlakis N, John T, O'Connell R, Kao S, Hughes BGM, Lee A, Hayes SA, Howell VM, Clarke SJ, Millward M, Burbury K, Solomon B, Itchins M. A multicenter study of thromboembolic events among patients diagnosed with ROS1-rearranged non-small cell lung cancer. Lung Cancer 2020; 142:34-40. [PMID: 32087434 DOI: 10.1016/j.lungcan.2020.01.017] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 01/16/2020] [Accepted: 01/20/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVES This study aimed to describe the longitudinal thromboembolism (TE) risk relative to the natural history of disease and clinical course of ROS1 rearranged non-small cell lung cancer (NSCLC). MATERIALS AND METHODS Cases of ROS1-rearranged NSCLC from six Australian hospitals were pooled and evaluated for incidence, timing, predictors and outcomes of venous or arterial TE, as well as objective response rate (ORR) to active therapy and overall survival (OS). RESULTS Of 42 patients recruited, 20 (48%) experienced TE; one (2%) arterial, 13 (31%) a pulmonary emboli (PE), and 12 (29%) a deep vein thrombosis. Among those with TE, six (30%) experienced multiple events, three as concurrent and three as recurrent diagnoses. The cumulative incidence of TE over time, adjusted for death as a competing risk factor, approached 50%. TE occurred prior to, during and post the peri-diagnostic period and occurred irrespective of treatment strategy. A thrombophilia was identified in n = 3/10 (30%) cases screened: in two factor V Leiden and in one anti-thrombin III (ATIII) deficiency. Median OS was 21.3 months in those with TE vs. 28.8 months in those without; hazard ratio 1.16 (95%CI 0.43-3.15). Respective ORR to first-line therapy with TE was 50% vs. 44% without TE in the chemotherapy arm and 67% vs. 50% in the targeted therapy arm. CONCLUSION In the rare cancer subtype, ROS1, these real-world data demonstrate sustained TE risk beyond the diagnostic period irrespective of therapeutic strategy. High incidence of PE, concurrent TE, and recurrent TE warrant validation in larger cohorts. Consideration of primary thromboprophylaxis in ROS1 populations is recommended.
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Affiliation(s)
- Marliese Alexander
- Department of Pharmacy, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Victoria, Australia.
| | - Nick Pavlakis
- Bill Walsh Translational Research Laboratory, Kolling Institute Medical Institute of Research, Royal North Shore Hospital, St Leonards, New South Wales, Australia; Northern Clinical School, University of Sydney, St Leonards, New South Wales, Australia; Northern Cancer Institute, St Leonards, New South Wales, Australia; Department of Medical Oncology, Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Thomas John
- Medical Oncology Unit, Olivia Newton John Cancer and Wellness Centre, Austin Health, Melbourne, Australia; Olivia Newton-John Cancer Research Institute, Melbourne, Victoria, Australia; Department of Medicine, Dentistry and Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia
| | - Rachel O'Connell
- NHMRC Clinical Trial Centre, University of Sydney, Camperdown, New South Wales, Australia
| | - Steven Kao
- Sydney Medical School, University of Sydney, Camperdown, New South Wales, Australia; Department of Medical Oncology, Chris O'Brien Lifehouse, Camperdown, New South Wales, Australia
| | - Brett G M Hughes
- Department of Medical Oncology, The Prince Charles Hospital, Chermside West, Queensland, Australia; School of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - Adrian Lee
- Bill Walsh Translational Research Laboratory, Kolling Institute Medical Institute of Research, Royal North Shore Hospital, St Leonards, New South Wales, Australia; Northern Clinical School, University of Sydney, St Leonards, New South Wales, Australia; Northern Cancer Institute, St Leonards, New South Wales, Australia; Department of Medical Oncology, Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Sarah A Hayes
- Bill Walsh Translational Research Laboratory, Kolling Institute Medical Institute of Research, Royal North Shore Hospital, St Leonards, New South Wales, Australia; Northern Clinical School, University of Sydney, St Leonards, New South Wales, Australia
| | - Viive M Howell
- Bill Walsh Translational Research Laboratory, Kolling Institute Medical Institute of Research, Royal North Shore Hospital, St Leonards, New South Wales, Australia; Northern Clinical School, University of Sydney, St Leonards, New South Wales, Australia
| | - Stephen J Clarke
- Bill Walsh Translational Research Laboratory, Kolling Institute Medical Institute of Research, Royal North Shore Hospital, St Leonards, New South Wales, Australia; Northern Clinical School, University of Sydney, St Leonards, New South Wales, Australia; Northern Cancer Institute, St Leonards, New South Wales, Australia; Department of Medical Oncology, Royal North Shore Hospital, St Leonards, New South Wales, Australia
| | - Michael Millward
- School of Medicine, University of Western Australia, Perth, Western Australia, Australia; Department of Medical Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
| | - Kate Burbury
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Victoria, Australia; Department of Haematology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Benjamin Solomon
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Victoria, Australia; Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Malinda Itchins
- Bill Walsh Translational Research Laboratory, Kolling Institute Medical Institute of Research, Royal North Shore Hospital, St Leonards, New South Wales, Australia; Northern Clinical School, University of Sydney, St Leonards, New South Wales, Australia; Northern Cancer Institute, St Leonards, New South Wales, Australia; Department of Medical Oncology, Royal North Shore Hospital, St Leonards, New South Wales, Australia
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Bamias A, Tzannis K, Dimitriadis I, Tsironis G, Papatheorodidi AM, Tsiara A, Fragkoulis C, Xirokosta A, Barbarousi D, Papadopoulos G, Zakopoulou R, Varkarakis I, Mitsogiannis I, Adamakis I, Alamanis C, Stravodimos K, Papatsoris AG, Dellis AE, Drivalos A, Ntoumas K, Matsouka H, Halvatsiotis P, Raptis A, Gerotziafas GT, Dimopoulos MA. Risk for Venous Thromboembolic Events in Patients With Advanced Urinary Tract Cancer Treated With First-Line Chemotherapy. Clin Genitourin Cancer 2020; 18:e457-e472. [PMID: 32007440 DOI: 10.1016/j.clgc.2019.12.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 12/22/2019] [Accepted: 12/26/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND Venous thromboembolic events (VTEs) frequently occur in cancer patients. Risk assessment models (RAMs) for cancer-associated thrombosis have been proposed. However, advanced urinary tract cancer (aUTC) was not adequately represented in these models. We studied the incidence of VTEs, the risk factors, and the applicability of recently described RAMs. PATIENTS AND METHODS Data from 335 patients with aUTC treated with chemotherapy between April 1995 and September 2015 in a single institution were analyzed. RESULTS A total of 95.2% received platinum-based first-line chemotherapy. Twenty-nine patients (8.7%) experienced VTEs. The 6-, 12-, and 24-month VTE incidence was 7.4% (95% confidence interval [CI], 4.8-10.6), 8.1% (95% CI, 5.4-11.5) and 9.4% (95% CI, 6.4-13.1), respectively. No significant association of VTE incidence with the Khorana risk score was observed. History of vascular event (VTE and/or arterial thromboembolic event) was significantly associated with the development of VTE. Patients with such history had a 6-, 12-, and 24-month VTE incidence of 16.2% (95% CI, 6.6-29.7), 19.2% (95% CI, 8.4-33.3), and 25.2% (95% CI, 12.5-40.1) compared to 6.2% (95% CI, 3.7-9.4), 6.6% (95% CI, 4.1-10), and 7.1% (95% CI, 4.4-10.6) of those who did not. The discriminatory ability of this factor adjusted for leucocyte count, sex, Eastern Cooperative Oncology Group performance status, and type of chemotherapy reached 0.79 (95% CI, 0.71-0.87) compared to the 0.58 (95% CI, 0.49-0.66) for the Khorana risk score. CONCLUSION Development of tumor-specific algorithms for the risk of VTEs is advisable. Patients with aUTC and a history of vascular events are at high risk for VTE development, and prophylaxis should be prospectively studied in this group.
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Affiliation(s)
- Aristotelis Bamias
- Hematology-Oncology Unit, Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece; 2nd Propaedeutic Dept of Internal Medicine, ATTIKON Hospital, National and Kapodistrian University of Athens, Athens, Greece.
| | - Kimon Tzannis
- Hematology-Oncology Unit, Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis Dimitriadis
- Hematology-Oncology Unit, Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Georgios Tsironis
- Hematology-Oncology Unit, Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Alkistis-Maria Papatheorodidi
- Hematology-Oncology Unit, Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Anna Tsiara
- Hematology-Oncology Unit, Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | | | | | | | | | - Roubini Zakopoulou
- Hematology-Oncology Unit, Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioannis Varkarakis
- 2nd Department of Urology, Sismanoglio General Hospital, University of Athens, Athens, Greece
| | - Iraklis Mitsogiannis
- 2nd Department of Urology, Sismanoglio General Hospital, University of Athens, Athens, Greece
| | - Ioannis Adamakis
- 1st University Urology Clinic, Laiko Hospital, University of Athens, Athens, Greece
| | - Christos Alamanis
- 1st University Urology Clinic, Laiko Hospital, University of Athens, Athens, Greece
| | | | - Athanasios G Papatsoris
- 2nd Department of Urology, Sismanoglio General Hospital, University of Athens, Athens, Greece
| | - Athanasios E Dellis
- 2nd Department of Surgery, Aretaieion Academic Hospital, University of Athens, Athens, Greece
| | | | | | | | - Panayiotis Halvatsiotis
- 2nd Propaedeutic Dept of Internal Medicine, ATTIKON Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Athanasios Raptis
- 2nd Propaedeutic Dept of Internal Medicine, ATTIKON Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Grigorios T Gerotziafas
- Cancer Biology and Therapeutics, INSERM U938, Institut Universitaire de Cancérologie (IUC), Faculté de Médecine Pierre et Marie Curie, Université Pierre et Marie Curie (UPMC), Sorbonne Universités, Paris, France
| | - Meletios Athanasios Dimopoulos
- Hematology-Oncology Unit, Department of Clinical Therapeutics, Alexandra Hospital, National and Kapodistrian University of Athens, Athens, Greece
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Dapkevičiūtė A, Daškevičiūtė A, Zablockis R, Kuzaitė A, Jonušienė G, Diktanas S, Danila E. Association between the Khorana score and pulmonary embolism risk in patients with advanced stage lung cancer. THE CLINICAL RESPIRATORY JOURNAL 2020; 14:3-8. [PMID: 31585027 DOI: 10.1111/crj.13092] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 08/26/2019] [Accepted: 09/19/2019] [Indexed: 06/10/2023]
Abstract
INTRODUCTION The Khorana score may help physicians to identify patients at high risk of Pulmonary embolism (PE) and decide who is eligible for thromboprophylaxis, however, its role in lung cancer patients remains unclear. OBJECTIVES The aim of this study was to evaluate association between the Khorana score and risk of PE development among advanced stage lung cancer inpatients treated with chemotherapy. MATERIALS AND METHODS A retrospective cohort study included 2008-2017 year data of 217 lung cancer inpatients with IIIB and IV clinical stages receiving chemotherapy. The Khorana score was evaluated and patients were divided in two groups: a group of patients with 1 point and a group of patients with 2 or more points of the Khorana score. RESULTS The study population included 46 (21.2%) female and 171 (78.8%) male patients whose median age was 62. During median observation period of 308.5 days 26 (11.9%) patients developed PE. Study included 137 patients with 1 point and 80 patients with 2 or more points of the Khorana score. The frequency of PE was 17 (12.4%) among patients with 1 point and 9 (11.3%) among patients with 2 points of the Khorana score. The relative risk of PE for patients with 2 or more points was 0.895 (95% CI = 0.379-2.114), P = 0.800. CONCLUSION The Khorana score was not associated with PE development risk among advanced stage lung cancer inpatients treated with chemotherapy.
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Affiliation(s)
- Austėja Dapkevičiūtė
- Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
- Hematology, Oncology and Transfusion Medicine Center, Vilnius University Hospital Santaros Klinikos, Vilnius University, Vilnius, Lithuania
| | - Aurelija Daškevičiūtė
- Department of Neurology, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Rolandas Zablockis
- Clinic of Chest diseases, Immunology and Allergology, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
- Centre of Pulmonology and Allergology, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
| | - Aušrinė Kuzaitė
- Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Gintarė Jonušienė
- Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Saulius Diktanas
- Clinic of Chest diseases, Immunology and Allergology, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Edvardas Danila
- Clinic of Chest diseases, Immunology and Allergology, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
- Centre of Pulmonology and Allergology, Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
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Liu Y, Gu Y, Yi F, Cao B. [Retrospective Analysis of Risk Factors for Venous Thromboembolism in 283 Patients with Lung Cancer during Systemic Therapy]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2019; 22:419-426. [PMID: 31315780 PMCID: PMC6712267 DOI: 10.3779/j.issn.1009-3419.2019.07.03] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
背景与目的 肺癌患者是静脉血栓栓塞症(venous thrombo-embolism, VTE)的高危人群,合并VTE者具有较高的死亡率。本研究旨在明确接受系统性治疗肺癌患者的VTE发生情况及影响因素。 方法 回顾性分析2016年1月-2018年12月在北京大学第三医院肿瘤化疗与放射病科接受系统性治疗的283例肺癌患者,卡方检验分析VTE与临床特征间的关系,多因素回归分析影响VTE的高危因素。 结果 283例肺癌患者中,VTE发生率为12.01%(34/283)。有下肢静脉曲张组的VTE发生率为50.00%(5/10),显著高于无下肢静脉曲张组的9.89%(27/273)(P=0.001)。远处转移患者的VTE发生率为14.05%(26/185),高于带瘤但无远处转移患者的14.00%(7/50),且高于无瘤患者的2.08%(1/48)(P=0.024)。肿瘤活动组的VTE发生率为16.93%(21/124),显著高于稳定组的8.18%(3/159)(P=0.025)。首次药物治疗前白蛋白 < 35g/L组VTE发生率为22.00%(11/50),显著高于≥35 g/L组的9.87%(23/233)(P=0.017);D-二聚体 > 0.3 μg/mL组VTE发生率为17.93%(26/145),显著高于≤0.3 μg/mL组的5.80%(8/138)(P=0.006)。接受PICC的患者上肢静脉血栓的发生率为9.71%(17/175),显著高于未行PICC组的1.85%(2/108)(P=0.010)。肺癌病理类型、白细胞、血红蛋白、血小板计数及是否接受抗血管生成药物治疗等因素与VTE的发生率无关。多因素分析显示下肢静脉曲张、低白蛋白血症、D-二聚体升高是VTE的独立影响因素。 结论 有无下肢静脉曲张、血白蛋白和D-二聚体水平或许是预测肺癌患者系统性治疗期间发生VTE更为有效的因子,可进一步建立新的预测模型并进行前瞻性验证。
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Affiliation(s)
- Yan'e Liu
- Department of Medical Oncology and Radiation Sickness, Peking University Third Hospital, Beijing 100191, China
| | - Yangchun Gu
- Department of Medical Oncology and Radiation Sickness, Peking University Third Hospital, Beijing 100191, China
| | - Fumei Yi
- Department of Medical Oncology and Radiation Sickness, Peking University Third Hospital, Beijing 100191, China
| | - Baoshan Cao
- Department of Medical Oncology and Radiation Sickness, Peking University Third Hospital, Beijing 100191, China
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Key NS, Khorana AA, Kuderer NM, Bohlke K, Lee AYY, Arcelus JI, Wong SL, Balaban EP, Flowers CR, Francis CW, Gates LE, Kakkar AK, Levine MN, Liebman HA, Tempero MA, Lyman GH, Falanga A. Venous Thromboembolism Prophylaxis and Treatment in Patients With Cancer: ASCO Clinical Practice Guideline Update. J Clin Oncol 2019; 38:496-520. [PMID: 31381464 DOI: 10.1200/jco.19.01461] [Citation(s) in RCA: 859] [Impact Index Per Article: 171.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
PURPOSE To provide updated recommendations about prophylaxis and treatment of venous thromboembolism (VTE) in patients with cancer. METHODS PubMed and the Cochrane Library were searched for randomized controlled trials (RCTs) and meta-analyses of RCTs published from August 1, 2014, through December 4, 2018. ASCO convened an Expert Panel to review the evidence and revise previous recommendations as needed. RESULTS The systematic review included 35 publications on VTE prophylaxis and treatment and 18 publications on VTE risk assessment. Two RCTs of direct oral anticoagulants (DOACs) for the treatment of VTE in patients with cancer reported that edoxaban and rivaroxaban are effective but are linked with a higher risk of bleeding compared with low-molecular-weight heparin (LMWH) in patients with GI and potentially genitourinary cancers. Two additional RCTs reported on DOACs for thromboprophylaxis in ambulatory patients with cancer at increased risk of VTE. RECOMMENDATIONS Changes to previous recommendations: Clinicians may offer thromboprophylaxis with apixaban, rivaroxaban, or LMWH to selected high-risk outpatients with cancer; rivaroxaban and edoxaban have been added as options for VTE treatment; patients with brain metastases are now addressed in the VTE treatment section; and the recommendation regarding long-term postoperative LMWH has been expanded. Re-affirmed recommendations: Most hospitalized patients with cancer and an acute medical condition require thromboprophylaxis throughout hospitalization. Thromboprophylaxis is not routinely recommended for all outpatients with cancer. Patients undergoing major cancer surgery should receive prophylaxis starting before surgery and continuing for at least 7 to 10 days. Patients with cancer should be periodically assessed for VTE risk, and oncology professionals should provide patient education about the signs and symptoms of VTE.Additional information is available at www.asco.org/supportive-care-guidelines.
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Affiliation(s)
- Nigel S Key
- University of North Carolina, Chapel Hill, NC
| | | | - Nicole M Kuderer
- Advanced Cancer Research Group and University of Washington, Seattle, WA
| | - Kari Bohlke
- American Society of Clinical Oncology, Alexandria, VA
| | - Agnes Y Y Lee
- BC Cancer Agency, Vancouver, British Columbia, Canada
| | | | | | | | | | - Charles W Francis
- James P Wilmot Cancer Center and University of Rochester, Rochester, NY
| | | | - Ajay K Kakkar
- Thrombosis Research Institute and University College, London, United Kingdom
| | | | - Howard A Liebman
- University of Southern California and Norris Comprehensive Cancer Center, Los Angeles, CA
| | | | - Gary H Lyman
- Fred Hutchinson Cancer Research Center and the University of Washington, Seattle, WA
| | - Anna Falanga
- Hospital Papa Giovanni XXIII, Bergamo; and University of Milan Bicocca, Milan, Italy
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Mulder FI, Candeloro M, Kamphuisen PW, Di Nisio M, Bossuyt PM, Guman N, Smit K, Büller HR, van Es N. The Khorana score for prediction of venous thromboembolism in cancer patients: a systematic review and meta-analysis. Haematologica 2019; 104:1277-1287. [PMID: 30606788 PMCID: PMC6545838 DOI: 10.3324/haematol.2018.209114] [Citation(s) in RCA: 178] [Impact Index Per Article: 35.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 01/02/2019] [Indexed: 12/13/2022] Open
Abstract
We aimed to evaluate the performance of the Khorana score in predicting venous thromboembolic events in ambulatory cancer patients. Embase and MEDLINE were searched from January 2008 to June 2018 for studies which evaluated the Khorana score. Two authors independently screened studies for eligibility, extracted data, and assessed risk of bias. Additional data on the 6-month incidence of venous thromboembolism were sought by contacting corresponding authors. The incidence in each Khorana score risk group was estimated with random effects meta-analysis. A total of 45 articles and eight abstracts were included, comprising 55 cohorts enrolling 34,555 ambulatory cancer patients. For 27,849 patients (81%), 6-month follow-up data were obtained. Overall, 19% of patients had a Khorana score of 0 points, 64% a score of 1 or 2 points, and 17% a score of 3 or more points. The incidence of venous thromboembolism in the first six months was 5.0% (95%CI: 3.9-6.5) in patients with a low-risk Khorana score (0 points), 6.6% (95%CI: 5.6-7.7) in those with an intermediate-risk Khorana score (1 or 2 points), and 11.0% (95%CI: 8.8-13.8) in those with a high-risk Khorana score (3 points or higher). Of the patients with venous thromboembolism in the first six months, 23.4% (95%CI: 18.4-29.4) had been classified as high risk according to the Khorana score. In conclusion, the Khorana score can be used to select ambulatory cancer patients at high risk of venous thromboembolism for thromboprophylaxis; however, most events occur outside this high-risk group.
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Affiliation(s)
- Frits I Mulder
- Tergooi Hospitals, Department of Internal Medicine, Hilversum, the Netherlands .,Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Science, Amsterdam, the Netherlands
| | - Matteo Candeloro
- University G. D'Annunzio, Department of Medicine and Ageing Sciences, Chieti, Italy
| | - Pieter W Kamphuisen
- Tergooi Hospitals, Department of Internal Medicine, Hilversum, the Netherlands
| | - Marcello Di Nisio
- University G. D'Annunzio, Department of Medicine and Ageing Sciences, Chieti, Italy
| | - Patrick M Bossuyt
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Science, Amsterdam, the Netherlands
| | - Noori Guman
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Science, Amsterdam, the Netherlands
| | - Kirsten Smit
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Science, Amsterdam, the Netherlands
| | - Harry R Büller
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Science, Amsterdam, the Netherlands
| | - Nick van Es
- Amsterdam UMC, University of Amsterdam, Department of Vascular Medicine, Amsterdam Cardiovascular Science, Amsterdam, the Netherlands
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