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Qi Y, Wang X, Guo T, You T, Wang P. Correlation between ALK+ non-small cell lung cancer targeted therapy and thrombosis: a systematic review and network meta-analysis. BMJ Open 2024; 14:e078173. [PMID: 39349372 PMCID: PMC11448140 DOI: 10.1136/bmjopen-2023-078173] [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] [Received: 07/27/2023] [Accepted: 09/12/2024] [Indexed: 10/02/2024] Open
Abstract
OBJECTIVE The main adjuvant therapies for anaplastic lymphoma kinase (ALK)-positive non-small cell lung cancer include ALK tyrosine kinase inhibitors (TKI) and chemotherapy. We aimed to compare differences in the incidence of thromboembolism (TE) among different treatment options. DESIGN Using a systematic review and Bayesian network meta-analysis (NMA). DATA SOURCES We searched PubMed, Embase, Cochrane Library, ClinicalTrials.gov and Web of Science databases before 10 June 2023. ELIGIBILITY CRITERIA We included published randomised controlled trials (RCT) involving comparisons of treatments between chemotherapy and ALK-TKI drugs. DATA EXTRACTION AND SYNTHESIS Assessed risk bias with Cochrane tool. Conducted NMA with GEMTC in R, we evaluate the model fit using the deviation information criteria. Estimated posterior distribution using Markov Chain Monte Carlo, 4 chains, 10 fine-tuned iterations, 10 000 iterations per chain, total 50 000 iterations. Monitored potential scale reduction factor for convergence. And checked convergence with Gelman-Rubin statistics and trace plot. Provided surface under the cumulative ranking, lower values indicate less TE event probability. RESULTS Analysis of eight RCTs showed that, compared with that for crizotinib, there was a lower risk of total TE with chemotherapy (OR, 0.28; 95% credible intervals (CrI) 0.11 to 0.63), brigatinib (OR 0.31; 95% CrI 0.11 to 0.79) and ceritinib (OR 0.13; 95% CrI 0.03 to 0.45). In addition, analysis of venous TE (VTE) showed similar results, with a lower occurrence for chemotherapy (OR 0.27; 95% CrI 0.1 to 0.62), brigatinib (OR 0.18; 95% CrI 0.04 to 0.6) and ceritinib (OR 0.1; 95% CrI 0.02 to 0.43) compared with that for crizotinib. There were no significant differences in the occurrence of arterial TE among the different treatment options. CONCLUSION Compared with chemotherapy, alectinib, lorlatinib, brigatinib and ceritinib, crizotinib significantly increased the risk of TE and VTE. PROSPERO REGISTRATION NUMBER CRD42023373307.
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Affiliation(s)
- Yaopu Qi
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Xiuhuan Wang
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Tai Guo
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Tiebin You
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Ping Wang
- Department of Respiratory Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
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2
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Van Cutsem E, Mahé I, Felip E, Agnelli G, Awada A, Cohen A, Falanga A, Mandala M, Peeters M, Tsoukalas N, Verhamme P, Ay C. Treating cancer-associated venous thromboembolism: A practical approach. Eur J Cancer 2024; 209:114263. [PMID: 39128187 DOI: 10.1016/j.ejca.2024.114263] [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: 04/06/2024] [Revised: 07/23/2024] [Accepted: 07/25/2024] [Indexed: 08/13/2024]
Abstract
Venous thromboembolism (VTE) is a common and potentially life-threatening complication in patients with cancer. Both cancer and its treatments increase the risk of developing VTE. Specific cancer types and individual patient comorbidities increase the risk of developing cancer-associated VTE, and the risk of bleeding is increased with anticoagulation therapies. The aims of this article are to summarize the latest evidence for treating cancer-associated VTE, discuss the practical considerations involved, and share best practices for VTE treatment in patients with cancer. The article pays particular attention to challenging contexts including patients with brain, lung, gastrointestinal, and genitourinary tumors and those with hematological malignancies. Furthermore, the article summarizes specific clinical scenarios that require additional treatment considerations, including extremes of body weight, nausea and gastrointestinal disturbances, compromised renal function, and anemia, and touches upon the relevance of drug-drug interactions. Historically, vitamin K antagonists and low-molecular-weight heparins (LMWHs) have been used as therapy for cancer-associated VTE. The development of direct oral anticoagulants has provided additional treatment options, which, in certain instances, offer advantages over LMWHs. There are numerous factors that need to be considered when treating cancer-associated VTE, and although various treatment guidelines are helpful, they do not reflect each unique scenario that may arise in clinical practice. This article provides a summary of the latest evidence and a practical approach for treating cancer-associated VTE.
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Affiliation(s)
- Eric Van Cutsem
- Department of Digestive Oncology, University Hospitals Gasthuisberg Leuven and KU Leuven, Herestraat 49, Leuven 3000, Belgium.
| | - Isabelle Mahé
- Paris Cité University, Assistance-Publique-Hôpitaux de Paris (AP-HP), Service de Médecine Interne, Hôpital Louis-Mourier, 178 Rue des Renouillers, 92700 Colombes, France; Inserm UMR_S1140, Innovative Therapies in Haemostasis Paris, Paris, France
| | - Enriqueta Felip
- Medical Oncology Department, Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology, Centro Cellex, Carrer de Natzaret, 115-117, Barcelona 08035, Spain
| | - Giancarlo Agnelli
- Internal, Vascular and Emergency Medicine - Stroke Unit, University of Perugia, Piazza dell'Università, 1, 06123 Perugia, PG, Italy
| | - Ahmad Awada
- Institut Jules Bordet, Université Libre de Bruxelles, Mijlenmeersstraat 90, 1070 Bruxelles, Belgium
| | - Alexander Cohen
- Department of Haematology, Guy's and St Thomas' Hospitals, Kings College, London, UK
| | - Anna Falanga
- Department of Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Piazza OMS, 1, 24127 Bergamo, BG, Italy; School of Medicine and Surgery, University of Milano Bicocca, Via Cadore 48, 20900 Monza, MB, Italy
| | - Mario Mandala
- Unit of Medical Oncology, University of Perugia, Santa Maria della Misericordia Hospital, Piazzale Giorgio Menghini, 3, 06129 Perugia, PG, Italy
| | - Marc Peeters
- Multidisciplinary Oncological Centre Antwerp (MOCA), Antwerp University Hospital, Drie Eikenstraat 655, Edegem 2650, Belgium; Center for Oncological Research (CORE), Integrated Personalized and Precision Oncology Network (IPPON), University of Antwerp and Antwerp University Hospital, Drie Eikenstraat 655, Edegem 2650, Belgium
| | - Nikolaos Tsoukalas
- Department of Oncology, 401 General Military Hospital of Athens, Athens, Greece
| | - Peter Verhamme
- Department of Cardiovascular Diseases, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Cihan Ay
- Division of Haematology and Hemostaseology, Department of Medicine I, Medical University of Vienna, Vienna, Austria.
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3
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Şener YZ. Letter: Venous Thromboembolism in Lung Cancer: Shortcomings of Khorana Score. Angiology 2024:33197241273375. [PMID: 39118037 DOI: 10.1177/00033197241273375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/10/2024]
Affiliation(s)
- Yusuf Ziya Şener
- Thoraxcenter, Department of Cardiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
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4
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Wojtukiewicz MZ, Tesarova P, Karetová D, Windyga J. In Search of the Perfect Thrombosis and Bleeding-Associated Cancer Scale. Semin Thromb Hemost 2024; 50:443-454. [PMID: 37852295 DOI: 10.1055/s-0043-1776003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2023]
Abstract
Thrombosis and bleeding are commonly observed in cancer patients, and their management is crucial for positive patient outcomes. A comprehensive, prophylactic, and therapeutic management of venous thrombosis should focus on identifying the patients who would benefit most from treatment to reduce mortality and minimize the risk of thrombosis recurrence without significantly increasing the risk of bleeding. Existing cancer scales provide valuable information for assessing the overall burden of cancer and guiding treatment decisions, but their ability to predict thrombotic and bleeding events remains limited. With increasing knowledge of the pathophysiology of cancer and the availability of advanced anticancer therapies, new risk factors for cancer-associated thrombosis and bleeding are being identified. In this report, we analyze the current literature and identify new risk factors for venous thrombosis and bleeding which are not included in routinely used risk scores. While some existing cancer scales partially capture the risk of thrombosis and bleeding, there is a need for more specific and accurate scales tailored to these complications. The development of such scales could improve risk stratification, aid in treatment selection, and enhance patient care. Therefore, further research and development of novel cancer scales focused on thrombosis and bleeding are warranted to optimize patient management and outcomes.
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Affiliation(s)
- Marek Z Wojtukiewicz
- Department of Oncology, Medical University of Bialystok, Bialystok, Poland
- Comprehensive Cancer Center, Bialystok, Poland
| | - Petra Tesarova
- Department of Oncology, Institute of Radiation Oncology, First Faculty of Medicine, Charles University and Bulovka University Hospital, Prague, Czech Republic
| | - Debora Karetová
- Second Department of Medicine-Department of Cardiovascular Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Jerzy Windyga
- Department of Hemostasis Disorders and Internal Medicine, Laboratory of Hemostasis and Metabolic Diseases, Institute of Hematology and Transfusion Medicine in Warsaw, Warsaw, Poland
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5
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Zhou C, Agrawal T, Girard N. VTE with Amivantamab plus Chemotherapy in NSCLC. Reply. N Engl J Med 2024; 390:579-580. [PMID: 38324503 DOI: 10.1056/nejmc2314937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Affiliation(s)
- Caicun Zhou
- Shanghai Pulmonary Hospital, Shanghai, China
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6
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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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Aguiar De Azevedo L, Orione C, Tromeur C, Couturaud F, Descourt R, Geier M. Incidence of venous thromboembolism and association with PD-L1 expression in advanced non-small cell lung cancer patients treated with first-line chemo-immunotherapy. Front Oncol 2024; 13:1221106. [PMID: 38260845 PMCID: PMC10800377 DOI: 10.3389/fonc.2023.1221106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 12/11/2023] [Indexed: 01/24/2024] Open
Abstract
Background Venous thromboembolism (VTE) is a serious complication in non-small cell lung cancer (NSCLC) patients. The use of thromboprophylactic therapy is subject to an accurate assessment of the VTE risk depending on patients, tumor characteristics and type of systemic antineoplastic treatments. However, little is known concerning the risk of VTE in patients suffering from an advanced NSCLC treated with first-line chemo-immunotherapy and the impact of tumor biomarkers such as PD-L1 expression. Methods We performed a retrospective, observational, single-centre study in a cohort of advanced NSCLC patients treated with first-line chemo-immunotherapy. The primary endpoint was the incidence of VTE. Secondary endpoints were the cumulative incidence of VTE, the impact of PD-L1 on VTE occurrence, overall survival, the rate of VTE recurrence under anticoagulant treatment and the rate of bleeding complications. Results 109 patients were included, of whom 21 (19.3%) presented a VTE event during a median follow-up of 13 months. VTE incidence at 3, 6 and 12 months was 12.1%, 15.1% and 17.5% respectively. 61% were pulmonary embolisms, 9.5% were isolated deep vein thrombosis and 14.3% were central venous catheter-related thrombosis. Our study did not show a significant impact of PD-L1 on VTE occurrence. Overall survival at 6, 12 and 24 months was 81.9%, 74.4% and 70.3% respectively. Four patients developed a recurrent VTE under anticoagulation therapy 3 to 5 months after the first VTE event. One patient suffered from a major bleeding complication while under anticoagulation therapy, leading to death. Conclusion VTE is a common complication in advanced NSCLC patients treated with concomitant chemo-immunotherapy. In our study, 19.3% of patients developed a VTE during a median follow-up of 13 months. PD-L1 did not appear to be associated with VTE occurrence. We recorded high VTE recurrence rates despite anticoagulant treatment. Further investigations are needed to determine if high PD-L1 expression is associated with VTE.
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Affiliation(s)
| | - Charles Orione
- Service de Pneumologie, Centre Hospitalier de Cornouaille, Quimper, France
| | - Cécile Tromeur
- Service de Pneumologie, Centre Hospitalier Regional Universitaire de Brest, Brest, Brittany, France
| | - Francis Couturaud
- Service de Pneumologie, Centre Hospitalier Regional Universitaire de Brest, Brest, Brittany, France
| | - Renaud Descourt
- Service d’oncologie médicale, Centre Hospitalier Regional Universitaire de Brest, Brest, Brittany, France
| | - Margaux Geier
- Service d’oncologie médicale, Centre Hospitalier Regional Universitaire de Brest, Brest, Brittany, France
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8
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Su Y, Yi J, Zhang Y, Leng D, Huang X, Shi X, Zhang Y. EML4-ALK fusion protein in Lung cancer cells enhances venous thrombogenicity through the pERK1/2-AP-1-tissue factor axis. J Thromb Thrombolysis 2024; 57:67-81. [PMID: 37940761 PMCID: PMC10830642 DOI: 10.1007/s11239-023-02916-5] [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: 10/13/2023] [Indexed: 11/10/2023]
Abstract
BACKGROUND Accumulating evidence links the echinoderm microtubule-associated protein-like 4 (EML4)-anaplastic lymphoma kinase (ALK) rearrangement to venous thromboembolism (VTE) in non-small cell lung cancer (NSCLC) patients. However, the corresponding mechanisms remain unclear. METHOD High-throughput sequencing analysis of H3122 human ALK-positive NSCLC cells treated with ALK inhibitor/ dimethyl sulfoxide (DMSO) was performed to identify coagulation-associated differential genes between EML4-ALK fusion protein inhibited cells and control cells. Sequentially, we confirmed its expression in NSCLC patients' tissues and in the plasma of a subcutaneous xenograft mouse model. An inferior vena cava (IVC) ligation model was used to assess clot formation potential. Additionally, pathways involved in tissue factor (TF) regulation were explored in ALK-positive cell lines H3122 and H2228. Statistical significance was determined by Student t-test and one-way ANOVA using SPSS. RESULTS Sequencing analysis identified a significant downregulation of TF after inhibiting EML4-ALK fusion protein activity in H3122 cells. In clinical NSCLC cases, TF expression was increased especially in ALK-positive NSCLC tissues. Meanwhile, H3122 and H2228 with high TF expression exhibited shorter plasma clotting time and higher TF activity versus ALK-negative H1299 and A549 in cell culture supernatant. Mice bearing H2228 tumor showed a higher concentration of tumor-derived TF and TF activity in plasma and the highest adjusted IVC clot weights. Limiting EML4-ALK protein phosphorylation downregulated extracellular regulated protein kinases 1/2 (ERK1/2)-activating the protein-1(AP-1) signaling pathway and thus attenuated TF expression. CONCLUSION EML4-ALK fusion protein may enhance venous thrombogenicity by regulating coagulation factor TF expression. There was potential involvement of the pERK1/2-AP-1 pathway in this process.
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Affiliation(s)
- Yanping Su
- Department of Respiratory and Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, China
- Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Jiawen Yi
- Department of Respiratory and Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Yuan Zhang
- Department of Respiratory and Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Dong Leng
- Clinical Laboratory, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Xiaoxi Huang
- Basic Medical Research Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Xinyu Shi
- Department of Respiratory and Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, China.
| | - Yuhui Zhang
- Department of Respiratory and Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, China.
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Pavlovic D, Niciforovic D, Markovic M, Papic D. Cancer-Associated Thrombosis: Epidemiology, Pathophysiological Mechanisms, Treatment, and Risk Assessment. Clin Med Insights Oncol 2023; 17:11795549231220297. [PMID: 38152726 PMCID: PMC10752082 DOI: 10.1177/11795549231220297] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 11/28/2023] [Indexed: 12/29/2023] Open
Abstract
Cancer patients represent a growing population with drastically difficult care and a lowered quality of life, especially due to the heightened risk of vast complications. Thus, it is well established so far that one of the most prominent complications in individuals with cancer is venous thromboembolism. Since there are various improved methods for screening and diagnosing cancer and its complications, the incidence of cancer-associated thrombosis has been on the rise in recent years. Therefore, the high mortality and morbidity rates among these patients are not a surprise. Consequently, there is an excruciating need for understanding the mechanisms behind this complex process, as well as the imperative for adequate analysis and application of the most suitable steps for cancer-associated thrombosis prevention. There are various and numerous mechanisms offering potential answers to cancer-associated thrombosis, some of which have already been elucidated in various preclinical and clinical scenarios, yet further and more elaborate studies are crucial to understanding and preventing this complex and harsh clinical entity. This article elaborates on the growing incidence, mortality, morbidity, and risk factors of cancer-associated thrombosis while emphasizing the pathophysiological mechanisms in the light of various types of cancer in patients and summarizes the most novel therapy and prevention guidelines recommendations.
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Affiliation(s)
- Dragica Pavlovic
- Department of Genetics, Faculty of Medical Sciences, University of Kragujevac, Kragujevac, Serbia
| | - Danijela Niciforovic
- Center for Internal Oncology, University Clinical Center Kragujevac, Kragujevac, Serbia
| | - Marina Markovic
- Center for Internal Oncology, University Clinical Center Kragujevac, Kragujevac, Serbia
- Department of Internal Medicine, Faculty of Medical Sciences, University of Kragujevac, Kragujevac, Serbia
| | - Dragana Papic
- Department of Genetics, Faculty of Medical Sciences, University of Kragujevac, Kragujevac, Serbia
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Fabbri L, Di Federico A, Astore M, Marchiori V, Rejtano A, Seminerio R, Gelsomino F, De Giglio A. From Development to Place in Therapy of Lorlatinib for the Treatment of ALK and ROS1 Rearranged Non-Small Cell Lung Cancer (NSCLC). Diagnostics (Basel) 2023; 14:48. [PMID: 38201357 PMCID: PMC10804309 DOI: 10.3390/diagnostics14010048] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 12/22/2023] [Accepted: 12/22/2023] [Indexed: 01/12/2024] Open
Abstract
Following the results of the CROWN phase III trial, the third-generation macrocyclic ALK inhibitor lorlatinib has been introduced as a salvage option after the failure of a first-line TKI in ALK-rearranged NSCLC, while its precise role in the therapeutic algorithm of ROS1 positive disease is still to be completely defined. The ability to overcome acquired resistance to prior generation TKIs (alectinib, brigatinib, ceritinib, and crizotinib) and the high intracranial activity in brain metastatic disease thanks to increased blood-brain barrier penetration are the reasons for the growing popularity and interest in this molecule. Nevertheless, the major vulnerability of this drug resides in a peculiar profile of related collateral events, with neurological impairment being the most conflicting and debated clinical issue. The cognitive safety concern, the susceptibility to heterogeneous resistance pathways, and the absence of a valid alternative in the second line are strongly jeopardizing a potential paradigm shift in this oncogene-addicted disease. So, when prescribing lorlatinib, clinicians must face two diametrically opposed characteristics: a great therapeutic potential without the intrinsic limitations of its precursor TKIs, a cytotoxic activity threatened by suboptimal tolerability, and the unavoidable onset of resistance mechanisms we cannot properly manage yet. In this paper, we give a critical point of view on the stepwise introduction of this promising drug into clinical practice, starting from its innovative molecular and biochemical properties to intriguing future developments, without forgetting its weaknesses.
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Affiliation(s)
- Laura Fabbri
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, 40126 Bologna, Italy; (L.F.); (A.D.F.); (M.A.); (V.M.); (A.R.); (R.S.)
| | - Alessandro Di Federico
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, 40126 Bologna, Italy; (L.F.); (A.D.F.); (M.A.); (V.M.); (A.R.); (R.S.)
- Division of Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, 40138 Bologna, Italy;
| | - Martina Astore
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, 40126 Bologna, Italy; (L.F.); (A.D.F.); (M.A.); (V.M.); (A.R.); (R.S.)
| | - Virginia Marchiori
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, 40126 Bologna, Italy; (L.F.); (A.D.F.); (M.A.); (V.M.); (A.R.); (R.S.)
| | - Agnese Rejtano
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, 40126 Bologna, Italy; (L.F.); (A.D.F.); (M.A.); (V.M.); (A.R.); (R.S.)
| | - Renata Seminerio
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, 40126 Bologna, Italy; (L.F.); (A.D.F.); (M.A.); (V.M.); (A.R.); (R.S.)
| | - Francesco Gelsomino
- Division of Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, 40138 Bologna, Italy;
| | - Andrea De Giglio
- Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, 40126 Bologna, Italy; (L.F.); (A.D.F.); (M.A.); (V.M.); (A.R.); (R.S.)
- Division of Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria Di Bologna, 40138 Bologna, Italy;
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11
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Tawil N, Mohammadnia A, Rak J. Oncogenes and cancer associated thrombosis: what can we learn from single cell genomics about risks and mechanisms? Front Med (Lausanne) 2023; 10:1252417. [PMID: 38188342 PMCID: PMC10769496 DOI: 10.3389/fmed.2023.1252417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 11/30/2023] [Indexed: 01/09/2024] Open
Abstract
Single cell analysis of cancer cell transcriptome may shed a completely new light on cancer-associated thrombosis (CAT). CAT causes morbid, and sometimes lethal complications in certain human cancers known to be associated with high risk of venous thromboembolism (VTE), pulmonary embolism (PE) or arterial thromboembolism (ATE), all of which worsen patients' prognosis. How active cancers drive these processes has long evaded scrutiny. While "unspecific" microenvironmental effects and consequences of patient care (e.g., chemotherapy) have been implicated in pathogenesis of CAT, it has also been suggested that oncogenic pathways driven by either genetic (mutations), or epigenetic (methylation) events may influence the coagulant phenotype of cancer cells and stroma, and thereby modulate the VTE/PE risk. Consequently, the spectrum of driver events and their downstream effector mechanisms may, to some extent, explain the heterogeneity of CAT manifestations between cancer types, molecular subtypes, and individual cases, with thrombosis-promoting, or -protective mutations. Understanding this molecular causation is important if rationally designed countermeasures were to be deployed to mitigate the clinical impact of CAT in individual cancer patients. In this regard, multi-omic analysis of human cancers, especially at a single cell level, has brought a new meaning to concepts of cellular heterogeneity, plasticity, and multicellular complexity of the tumour microenvironment, with profound and still relatively unexplored implications for the pathogenesis of CAT. Indeed, cancers may contain molecularly distinct cellular subpopulations, or dynamic epigenetic states associated with different profiles of coagulant activity. In this article we discuss some of the relevant lessons from the single cell "omics" and how they could unlock new potential mechanisms through which cancer driving oncogenic lesions may modulate CAT, with possible consequences for patient stratification, care, and outcomes.
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Affiliation(s)
- Nadim Tawil
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Abdulshakour Mohammadnia
- Neuroimmunology Unit, Montreal Neurological Institute, Department of Neurology and Neurosurgery, McGill University, Rue University, Montreal, QC, Canada
| | - Janusz Rak
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
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Huang Y, Gao S, Li T, Zhang B, Du J, Qian Y, Xing Y, Zhou T, Shi M, Huang J, Lian Y. Characteristics and risk factors for advanced lung cancer with pulmonary embolism: A cross-sectional, case-control study. THE CLINICAL RESPIRATORY JOURNAL 2023; 17:1048-1057. [PMID: 37675831 PMCID: PMC10543065 DOI: 10.1111/crj.13692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 07/24/2023] [Accepted: 08/18/2023] [Indexed: 09/08/2023]
Abstract
OBJECTIVES Pulmonary embolism (PE) is a life-threatening complication that can occur in patients with lung cancer. In this study, we aimed to identify risk factors and examine the clinical characteristics of advanced lung cancer patients with PE. METHODS We conducted a retrospective review of patients admitted to our two hospitals between January 2020 and June 2022. The case group consisted of patients with lung cancer and PE, and a closely matched control group was included to identify risk factors. Statistical analysis was conducted using R language. RESULTS A total of 4957 patients were reviewed, and 162 patients (comprising 54 cases and 108 controls) were included in this study. The prevalence of lung cancer with PE in the study population was 1.08%. The majority of patients were male, and the most common histological subtype was adenocarcinoma (67%), followed by squamous cell carcinoma, small cell carcinoma, and poorly differentiated non-small cell lung cancer. The majority of patients had a high performance status (PS) score, with 50% experiencing respiratory failure (mainly hypoxia) and 33% with deep vein thrombosis (DVT). Forty-eight percent of patients were diagnosed with concurrent PE. Further analysis showed that PE was an independent predictor of poor survival, and a PS score of >1 was an independent risk factor for PE in patients with lung cancer. CONCLUSION Our study provides valuable insights into the epidemiology and prognosis of PE in lung cancer patients and suggests that a poor ECOG PS, which has not been previously reported, is an independent risk factor for PE.
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Affiliation(s)
- Yongkang Huang
- Department of Respiratory and Critical Care MedicineThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Shiyuan Gao
- Department of Respiratory and Critical Care MedicineThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Ting Li
- Department of Respiratory and Critical Care MedicineThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Beilei Zhang
- Department of Respiratory and Critical Care MedicineThe First Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Juan Du
- Department of Respiratory and Critical Care MedicineThe First Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Yajuan Qian
- Department of Respiratory and Critical Care MedicineThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Yufei Xing
- Department of Respiratory and Critical Care MedicineThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Tong Zhou
- Department of Respiratory and Critical Care MedicineThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Minhua Shi
- Department of Respiratory and Critical Care MedicineThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Jian‐an Huang
- Department of Respiratory and Critical Care MedicineThe First Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
| | - Yixin Lian
- Department of Respiratory and Critical Care MedicineThe Second Affiliated Hospital of Soochow UniversitySuzhouJiangsuChina
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Xu K, Wang H, Li S, Zhao L, Liu X, Liu Y, Ye L, Liu X, Li L, He Y. Changing profile of lung cancer clinical characteristics in China: Over 8-year population-based study. CHINESE MEDICAL JOURNAL PULMONARY AND CRITICAL CARE MEDICINE 2023; 1:188-194. [PMID: 39171125 PMCID: PMC11332861 DOI: 10.1016/j.pccm.2023.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Indexed: 08/23/2024]
Abstract
Background Although examinations and therapies for bronchial lung cancer, also called lung cancer (LC), have become more effective and precise, the morbidity and mortality of LC remain high worldwide. Describing the changing profile of LC characteristics over time is indispensable. This study aimed to understand the changes in real-world settings of LC and its characteristics in China. Methods In this study, 119,785 patients were enrolled from 2012 to 2020 in the Shanghai Pulmonary Hospital. The patients' medical records were extracted from the hospital's database. Demographic characteristics, general clinicopathological information, and blood coagulation indices at the initial diagnoses were analyzed using the Kruskal-Wallis, Nemenyi, chi-squared, and Bonferroni tests. Changes in demographic characteristics during the 8-year study period, namely dynamic changes among different stages and different pathological types, were evaluated. Results The percentages of female (from 38.50% [323/839] in 2012 to 48.29% [5112/10,585] in 2020) and non-smoking LC (from 69.34% [475/685] to 80.48% [8055/10,009]) patients increased significantly during the study period, with a trend toward a younger age at diagnosis (from 3.58% [30/839] to 8.99% [952/10,585]). Over the study period, the proportion and absolute number of lung adenocarcinoma cases increased (from 67.97% [433/637] to 76.31% [6606/8657]) while the proportion of lung squamous cell carcinoma decreased (from 21.19% [135/637] to 12.08% [1046/8657]). Comprehensive driver gene mutation examination became more common, and epidermal growth factor receptor (EGFR) mutation occurred more frequently in female vs. male (62.03% [12793/20625] vs. 29.90% [8207/27,447]) and non-smoking vs. smoking (53.54% [17,203/32,134] vs. 23.73% [3322/13,997]) patients (both P < 0.001). The distribution of the common driver genes differed among different stages of LC. EGFR mutation was detected most frequently at each stage, and other driver gene alterations were more common in advanced stages (P <0.001). The combination of chemotherapy, targeted therapy, and immunotherapy, as a comprehensive management regimen, gradually became predominant over the study period (P < 0.001). A hypercoagulable state was shown in advanced-stage LC patients and patients with the anaplastic lymphoma kinase fusion, indicated by significantly elevated levels of d-dimer, fibrinogen, and fibrinogen degradation products. Conclusions This study comprehensively depicted the changing characteristics of Chinese LC patients over an 8-year period to provide preliminary insights into LC treatment.Trial registration: ClinicalTrials.gov, NCT05423236.
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Affiliation(s)
- Kandi Xu
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University, Shanghai 200433, China
| | - Hao Wang
- School of Medicine, Tongji University, Shanghai 200092, China
| | - Simin Li
- Yidu Cloud Technology Inc., Beijing 100089, China
| | - Lishu Zhao
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University, Shanghai 200433, China
- School of Medicine, Tongji University, Shanghai 200092, China
| | - Xinyue Liu
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University, Shanghai 200433, China
- School of Medicine, Tongji University, Shanghai 200092, China
| | - Yujin Liu
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University, Shanghai 200433, China
- School of Medicine, Tongji University, Shanghai 200092, China
| | - Li Ye
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University, Shanghai 200433, China
- School of Medicine, Tongji University, Shanghai 200092, China
| | - Xiaogang Liu
- Department of Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai 200433, China
| | - Linfeng Li
- Yidu Cloud Technology Inc., Beijing 100089, China
| | - Yayi He
- Department of Medical Oncology, Shanghai Pulmonary Hospital, Tongji University, Shanghai 200433, China
- School of Medicine, Tongji University, Shanghai 200092, China
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Jin J, Qi X, Zhang H, Li M, Li S, Shen G. Lung cancer presenting with acute myocardial infarction and pulmonary embolism within 1 month. SAGE Open Med Case Rep 2023; 11:2050313X231181979. [PMID: 37434900 PMCID: PMC10331209 DOI: 10.1177/2050313x231181979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 05/29/2023] [Indexed: 07/13/2023] Open
Abstract
Acute myocardial infarction and pulmonary embolism can have life-threatening consequences such as congestive heart and respiratory failure, respectively. Cancer patients are at great risk of both acute myocardial infarction and pulmonary embolism complications because the malignancy sparks the patient's blood hypercoagulable state. Nevertheless, the literature currently offers only a few reports on acute myocardial infarction associated with pulmonary embolism, and two of them occurred in the same cancer patient. Here, we present a case of a 60-year-old woman who had been diagnosed with lung cancer. She was admitted to the emergency department twice. She was diagnosed with acute myocardial infarction at her first admission, when she experienced sudden-onset chest pain. Electrocardiography showed ST-segment elevation in leads V1-V3 with inverted T wave and pathological Q wave, suggesting an acute myocardial infarction. Coronary angiography revealed a thrombus in the left anterior descending coronary artery, and thrombus aspiration was performed. After 1 month, she had an attack of pulmonary embolism with syncope upon the second admission. A computed tomographic pulmonary angiography showed branches of right and left pulmonary embolism. Anticoagulation and antiplatelet measures were taken. In this article, we discuss the relationship between cancer and thrombosis with a special focus on the conservative management strategy regarding anticoagulant and antiplatelet therapy in our case.
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Affiliation(s)
- Jiacheng Jin
- The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Xin Qi
- Department of Cardiology, Affiliated Hospital of Jilin Medical College, Jilin, China
| | - Hongyu Zhang
- Department of Cardiology, Jilin Central General Hospital, Jilin, China
| | - Min Li
- Department of Cardiology, Jilin Central General Hospital, Jilin, China
| | - Shuangbin Li
- Department of Cardiology, Jilin Central General Hospital, Jilin, China
| | - Guangyin Shen
- Department of Cardiology, Jilin Central General Hospital, Jilin, China
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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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Kaye B, Ali A, Correa Bastianon Santiago RA, Ibrahim B, Isidor J, Awad H, Sabahi M, Obrzut M, Adada B, Ranjan S, Borghei-Razavi H. The Role of EGFR Amplification in Deep Venous Thrombosis Occurrence in IDH Wild-Type Glioblastoma. Curr Oncol 2023; 30:4946-4956. [PMID: 37232831 DOI: 10.3390/curroncol30050373] [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: 03/21/2023] [Revised: 04/25/2023] [Accepted: 05/09/2023] [Indexed: 05/27/2023] Open
Abstract
Introduction: Glioblastoma (GBM) patients have a 20-30 incidence of venous thromboembolic events. EGFR is a widely used prognostic marker for many cancers. Recent lung cancer studies have described relationships between EGFR amplification and an increased incidence of thromboembolic complications. We aim to explore this relationship in glioblastoma patients. Methods: Two hundred ninety-three consecutive patients with IDH wild-type GBM were included in the analysis. The amplification status of EGFR was measured using fluorescence in situ hybridization (FISH). Centromere 7 (CEP7) expression was recorded to calculate the EGFR-to-CEP7 ratio. All data were collected retrospectively through chart review. Molecular data were obtained through the surgical pathology report at the time of biopsy. Results: There were 112 subjects who were EGFR-amplified (38.2%) and 181 who were non-amplified (61.8%). EGFR amplification status was not significantly correlated with VTE risk overall (p = 0.2001). There was no statistically significant association between VTE and EGFR status after controlling for Bevacizumab therapy (p = 0.1626). EGFR non-amplified status was associated with an increased VTE risk in subjects greater than 60 years of age (p = 0.048). Conclusions: There was no significant difference in occurrence of VTE in patients with glioblastoma, regardless of EGFR amplification status. Patients older than 60 years of age with EGFR amplification experienced a lower rate of VTE, contrary to some reports on non-small-cell lung cancer linking EGFR amplification to VTE risk.
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Affiliation(s)
- Brandon Kaye
- Dr. Kiran C. Patel College of Allopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL 33328, USA
| | - Assad Ali
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | | | - Bilal Ibrahim
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | - Julio Isidor
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | - Hany Awad
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | | | - Michal Obrzut
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | - Badih Adada
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
| | - Surabhi Ranjan
- Cleveland Clinic Florida, Department of Neurosurgery, Weston, FL 33331, USA
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Mantha S, Chatterjee S, Singh R, Cadley J, Poon C, Chatterjee A, Kelly D, Sterpi M, Soff G, Zwicker J, Soria J, Ruiz M, Muñoz A, Arcila M. Application of Machine Learning to the Prediction of Cancer-Associated Venous Thromboembolism. RESEARCH SQUARE 2023:rs.3.rs-2870367. [PMID: 37214902 PMCID: PMC10197737 DOI: 10.21203/rs.3.rs-2870367/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Venous thromboembolism (VTE) is a common and impactful complication of cancer. Several clinical prediction rules have been devised to estimate the risk of a thrombotic event in this patient population, however they are associated with limitations. We aimed to develop a predictive model of cancer-associated VTE using machine learning as a means to better integrate all available data, improve prediction accuracy and allow applicability regardless of timing for systemic therapy administration. A retrospective cohort was used to fit and validate the models, consisting of adult patients who had next generation sequencing performed on their solid tumor for the years 2014 to 2019. A deep learning survival model limited to demographic, cancer-specific, laboratory and pharmacological predictors was selected based on results from training data for 23,800 individuals and was evaluated on an internal validation set including 5,951 individuals, yielding a time-dependent concordance index of 0.72 (95% CI = 0.70-0.74) for the first 6 months of observation. Adapted models also performed well overall compared to the Khorana Score (KS) in two external cohorts of individuals starting systemic therapy; in an external validation set of 1,250 patients, the C-index was 0.71 (95% CI = 0.65-0.77) for the deep learning model vs 0.66 (95% CI = 0.59-0.72) for the KS and in a smaller external cohort of 358 patients the C-index was 0.59 (95% CI = 0.50-0.69) for the deep learning model vs 0.56 (95% CI = 0.48-0.64) for the KS. The proportions of patients accurately reclassified by the deep learning model were 25% and 26% respectively. In this large cohort of patients with a broad range of solid malignancies and at different phases of systemic therapy, the use of deep learning resulted in improved accuracy for VTE incidence predictions. Additional studies are needed to further assess the validity of this model.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Gerald Soff
- University of Miami Health System/Sylvester Comprehensive Cancer Center
| | | | - José Soria
- Biomedical Research Institute Sant Pau (IIB-Sant Pau)
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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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Comparison of the efficacy and safety of rivaroxaban and low-molecular-weight heparin in Chinese lung cancer patients with nonhigh-risk pulmonary embolism. Thromb J 2023; 21:16. [PMID: 36732741 PMCID: PMC9893535 DOI: 10.1186/s12959-023-00453-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 01/18/2023] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Data that guide selection of differing anticoagulant regimens for specific cancer-associated venous thromboembolism (VTE) are lacking. We aimed to compare the efficacy and safety of rivaroxaban and low-molecular-weight heparin (LMWH) against nonhigh-risk pulmonary embolism (PE) in Chinese lung cancer patients. METHODS Four hundred forty-six Chinese lung cancer patients with nonhigh-risk PE who initiated treatment with rivaroxaban or LMWH were identified from Zhongshan Hospital database from 2016 to 2020. The primary outcomes were the composite event of VTE recurrence or major bleeding, and all-cause mortality. The secondary outcomes were VTE recurrence, major bleeding and clinically relevant non-major bleeding (CRNMB). Propensity score matching was used to balance baseline covariates. We conducted sensitivity analysis by stabilized inverse probability of treatment weighting and competing risk analysis by a Fine and Gray subdistribution hazard model. RESULTS In propensity score-matched cohorts, rivaroxaban was similar to LMWH in the risks of the composite outcome (hazard ratio (HR), 0.73; 95% confidence interval (CI), 0.45-1.21; P = 0.22), VTE recurrence (HR, 0.69; 95% CI, 0.36-1.34; P = 0.28), major bleeding (HR, 0.79; 95% CI, 0.37-1.68; P = 0.54) and CRNMB (HR, 1.13; 95% CI, 0.62-2.09; P = 0.69). All-cause mortality was significantly lower in rivaroxaban group than LMWH group (HR, 0.52; 95% CI, 0.36-0.75; P < 0.001). The primary and secondary outcomes favored rivaroxaban over LMWH in all the subgroups expect for central PE and intermediate-risk PE. The sensitivity analysis yielded similar results, and competing risk analysis was in accordance with the primary findings. CONCLUSIONS Rivaroxaban might be a promising alternative to LMWH as initial treatment for nonhigh-risk PE in lung cancer patients.
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Wang HY, Wu SG, Lin YT, Chen CY, Shih JY. Risk of thromboembolism in non-small-cell lung cancers patients with different oncogenic drivers, including ROS1, ALK, and EGFR mutations. ESMO Open 2022; 7:100742. [PMID: 36493600 PMCID: PMC9808475 DOI: 10.1016/j.esmoop.2022.100742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 09/30/2022] [Accepted: 11/05/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Anaplastic lymphoma kinase-positive (ALK+) and ROS proto-oncogene 1 (ROS1)-positive (ROS1+) lung cancers have been reported to be associated with an elevated risk of thromboembolic events. This study aimed to assess the long-term risk of developing thromboembolism (TE) in ROS1+ lung cancer and to compare it with other oncogenic drivers in the Asian population. MATERIALS AND METHODS We retrospectively enrolled a cohort of ROS1+ lung adenocarcinoma in a medical center in Taiwan and a comparison cohort of ALK+ and epidermal growth factor receptor-positive (EGFR+) lung cancers. Venous and arterial TEs were identified throughout the cancer course, and the incidence rate was calculated. RESULTS We enrolled 44 ROS1+, 98 ALK+, and 168 EGFR+ non-small-cell lung cancer (NSCLC) patients. A total of 11 (25%), 36 (36.7%), and 38 (22.6%) patients in the ROS1, ALK, and EGFR cohorts, respectively, were diagnosed with thromboembolic events throughout the follow-up course of the disease (P = 0.042). The incidence rates were 99.0, 91.9, and 82.5 events per 1000 person-years for the ROS1, ALK, and EGFR cohorts, respectively. The majority of thrombosis events in the ROS1 (91.6%) and ALK (85.4%) cohorts were venous. On the contrary, 43.2% of thromboembolic events were arterial in the EGFR cohort. A higher proportion of thromboembolic events were noted during cancer diagnosis in the ROS1 cohort (36.3%) than in the ALK (16.7%) and EGFR (10.5%) cohorts. The stage was the only clinical variable associated with thromboembolic risk. There was a significant difference in survival between patients with and without TE in the EGFR cohort, but not in the ALK and ROS1 cohorts. CONCLUSIONS Although ROS1+ and ALK+ NSCLCs had a higher cumulative incidence of TE than EGFR+ NSCLC, the person-year incidence rates were similar among the three groups. EGFR-mutated NSCLC had more arterial events. Nevertheless, ALK+ lung cancer had higher venous events than EGFR-mutated lung cancer.
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Affiliation(s)
- H.-Y. Wang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, National Taiwan University Hospital Yunlin Branch, Douliu, Taiwan,Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - S.-G. Wu
- National Taiwan University Cancer Centre, Taipei, Taiwan
| | - Y.-T. Lin
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan,National Taiwan University Cancer Centre, Taipei, Taiwan
| | - C.-Y. Chen
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, National Taiwan University Hospital Yunlin Branch, Douliu, Taiwan
| | - J.-Y. Shih
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan,Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan,Correspondence to: Prof. Jin-Yuan Shih, Department of Internal Medicine, National Taiwan University Hospital, No. 7, Chung-Shan South Road, Zhongzheng Dist., Taipei 100, Taiwan. Tel: +886223562905
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Lin M, Lu Y, Yu Q, Chen Z, Peng J, Cai X. Common genetic driver mutation in NSCLC and their association with thromboembolic events: A retrospective study. Lung Cancer 2022; 172:29-34. [PMID: 35986977 DOI: 10.1016/j.lungcan.2022.06.011] [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: 05/11/2022] [Revised: 06/15/2022] [Accepted: 06/19/2022] [Indexed: 11/11/2022]
Abstract
UNLABELLED This retrospective study aimed to estimate the incidence, risk factors of thromboembolism events (TEs) in non-small cell lung cancer patients harboring common gene mutation, and evaluate a genetic link between oncogenes and the risk of TEs in Asian patients with NSCLC. METHODS Univariate and multivariate Cox's proportional hazards regression models were used to identify the strongest predictors of TE development and evaluate the risk of TE in patients with different gene statuses of NSCLC patients. RESULTS In univariate and multivariate COX analysis, patient with squamous cell carcinoma (HR 3.01, 95% CI: [1.06,8.56]; p = 0.039), multi-site metastases (HR: 2.72; 95% CI: [1.08,6.92]; p = 0.032) or high white blood cell (WBC) (HR 3.24, 95% CI: [1.46,7.22]; p = 0.004), less hemoglobin (HGB) (HR 4.89, 95% CI: [1.90,12.64]; p = 0.001), are at higher risk of thrombosis. At the molecular level, ROS and ALK rearrangement is highly associated with TE development, with HR of 4.04 (95%CI: [1.54,10.58]; p = 0.005) and HR of 3.57 (95% CI: [1.01,12.66]; p = 0.049) in univariate analysis, and even higher in multivariate analysis. EGFR mutations seem to be a protective factor against TE in univariate analyses (HR:0.28, 95%CI [0.12,0.65], p = 0.003) but are not statistically significant in the multivariate model. No correlation between KRAS mutations and TE events in both models. Besides, a numerically higher cumulative incidence of thrombosis event was observed in patients who used TKI (HR 1.473; 95% CI: [0.682, 3.181]; p = 0.32). CONCLUSION Our study demonstrated that driver gene mutation may increase the risk of thrombosis in non-small cell lung cancer patients. The presence of ALK/ROS rearrangements in our study is associated with an approximately threefold to fourfold increase in thrombosis risk in NSCLC patients. For advanced-stage patients who used TKI, an increased incidence of thrombosis risk and shorter follow-up were observed.
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Affiliation(s)
- Miaozhen Lin
- Department of VIP Inpatient, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Yujuan Lu
- Department of VIP Inpatient, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China
| | - Qiwen Yu
- Department of Oncology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou China
| | - Zebin Chen
- Department of Oncology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou China
| | - Jiayu Peng
- Department of Oncology, The First Affiliated Hospital of Guangdong Pharmaceutical University, Guangzhou China
| | - Xiuyu Cai
- Department of VIP Inpatient, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangzhou, China.
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22
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Moik F, Ay C. Venous and arterial thromboembolism in patients with cancer treated with targeted anti-cancer therapies. Thromb Res 2022; 213 Suppl 1:S58-S65. [DOI: 10.1016/j.thromres.2022.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 12/21/2021] [Accepted: 01/03/2022] [Indexed: 10/18/2022]
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23
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Mantha S, Rak J. Cancer genetic alterations and risk of venous thromboembolism. Thromb Res 2022; 213 Suppl 1:S29-S34. [DOI: 10.1016/j.thromres.2021.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 12/02/2021] [Accepted: 12/09/2021] [Indexed: 10/18/2022]
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Peng L, Zhu L, Sun Y, Stebbing J, Selvaggi G, Zhang Y, Yu Z. Targeting ALK Rearrangements in NSCLC: Current State of the Art. Front Oncol 2022; 12:863461. [PMID: 35463328 PMCID: PMC9020874 DOI: 10.3389/fonc.2022.863461] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 03/08/2022] [Indexed: 12/25/2022] Open
Abstract
Anaplastic lymphoma kinase (ALK) alterations in non-small cell lung cancer (NSCLC) can be effectively treated with a variety of ALK-targeted drugs. After the approval of the first-generation ALK inhibitor crizotinib which achieved better results in prolonging the progression-free survival (PFS) compared with chemotherapy, a number of next-generation ALK inhibitors have been developed including ceritinib, alectinib, brigatinib, and ensartinib. Recently, a potent, third-generation ALK inhibitor, lorlatinib, has been approved by the Food and Drug Administration (FDA) for the first-line treatment of ALK-positive (ALK+) NSCLC. These drugs have manageable toxicity profiles. Responses to ALK inhibitors are however often not durable, and acquired resistance can occur as on-target or off-target alterations. Studies are underway to explore the mechanisms of resistance and optimal treatment options beyond progression. Efforts have also been undertaken to develop further generations of ALK inhibitors. This review will summarize the current situation of targeting the ALK signaling pathway.
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Affiliation(s)
- Ling Peng
- Cancer Center, Department of Pulmonary and Critical Care Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, China
| | - Liping Zhu
- Department of Medical Oncology, Shouguang Hospital of Traditional Chinese Medicine, Shouguang, China
| | - Yilan Sun
- Cancer Center, Department of Pulmonary and Critical Care Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, China
| | - Justin Stebbing
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | | | - Yongchang Zhang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Changsha, China
| | - Zhentao Yu
- Department of Thoracic Surgery, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital and Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China
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25
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Association between genetic mutations and risk of venous thromboembolism in patients with solid tumor malignancies: A systematic review and meta-analysis. Thromb Res 2022; 213:47-56. [DOI: 10.1016/j.thromres.2022.02.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 02/02/2022] [Accepted: 02/23/2022] [Indexed: 01/08/2023]
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Abstract
Cancer-associated thrombosis (including venous thromboembolism (VTE) and arterial events) is highly consequential for patients with cancer and is associated with worsened survival. Despite substantial improvements in cancer treatment, the risk of VTE has increased in recent years; VTE rates additionally depend on the type of cancer (with pancreas, stomach and primary brain tumours having the highest risk) as well as on individual patient's and cancer treatment factors. Multiple cancer-specific mechanisms of VTE have been identified and can be classified as mechanisms in which the tumour expresses proteins that alter host systems, such as levels of platelets and leukocytes, and in which the tumour expresses procoagulant proteins released into the circulation that directly activate the coagulation cascade or platelets, such as tissue factor and podoplanin, respectively. As signs and symptoms of VTE may be non-specific, diagnosis requires clinical assessment, evaluation of pre-test probability, and objective diagnostic testing with ultrasonography or CT. Risk assessment tools have been validated to identify patients at risk of VTE. Primary prevention of VTE (thromboprophylaxis) has long been recommended in the inpatient and post-surgical settings, and is now an option in the outpatient setting for individuals with high-risk cancer. Anticoagulant therapy is the cornerstone of therapy, with low molecular weight heparin or newer options such as direct oral anticoagulants. Personalized treatment incorporating risk of bleeding and patient preferences is essential, especially as a diagnosis of VTE is often considered by patients even more distressing than their cancer diagnosis, and can severely affect the quality of life. Future research should focus on current knowledge gaps including optimizing risk assessment tools, biomarker discovery, next-generation anticoagulant development and implementation science.
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27
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Validation of the Khorana score for predicting venous thromboembolism in 40 218 cancer patients initiating chemotherapy. Blood Adv 2022; 6:2967-2976. [PMID: 35045569 PMCID: PMC9131922 DOI: 10.1182/bloodadvances.2021006484] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 01/04/2022] [Indexed: 11/20/2022] Open
Abstract
The Khorana score is recommended for guiding primary venous thromboembolism prophylaxis in cancer patients, but its clinical utility overall and across cancer types remains debatable. Also, some previous validation studies have ignored competing risk of death, hereby potentially overestimating venous thromboembolism risk. We identified ambulatory cancer patients initiating chemotherapy without other indications for anticoagulation using Danish health registries and estimated six-month cumulative incidence of venous thromboembolism stratified by Khorana levels. Analyses were conducted with and without considering death as competing risk using the Kaplan-Meier method versus the cumulative incidence function. Analyses were performed overall and stratified by cancer types. Of 40,218 patients, 35.4% were categorized by Khorana as low risk (score 0), 53.6% as intermediate risk (score 1-2) and 10.9% as high risk (score ≥3). Considering competing risk of death, the corresponding six-month risks of venous thromboembolism were 1.5% (95% CI 1.3-1-7), 2.8% (95% CI 2.6-3.1), and 4.1% (95% CI 3.5-4.7), respectively. Among patients recommended anticoagulation by guidelines (Khorana score ≥2), six-month risk was 3.6% (95% CI 3.3-3.9). Kaplan-Meier analysis overestimated incidence up to 23% compared with competing risk analyses. Using the guideline-recommended threshold of ≥2, the Khorana score did not risk stratify patients with hepatobiliary or pancreatic cancer, lung cancer, and gynecologic cancer. In conclusion, the Khorana score was able to stratify ambulatory cancer patients according to risk of venous thromboembolism, but not for all cancer types. Absolute risks varied by methodology but were lower than in key randomized trials. Thus, although certain limitations with outcome identification using administrative registries apply, the absolute benefit of implementing routine primary thromboprophylaxis in an unselected cancer population may be smaller than seen in randomized trials.
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28
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Coagulome and the tumor microenvironment: an actionable interplay. Trends Cancer 2022; 8:369-383. [PMID: 35027336 DOI: 10.1016/j.trecan.2021.12.008] [Citation(s) in RCA: 45] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 11/19/2021] [Accepted: 12/15/2021] [Indexed: 12/14/2022]
Abstract
Human tumors often trigger a hypercoagulable state that promotes hemostatic complications, including venous thromboembolism. The recent application of systems biology to the study of the coagulome highlighted its link to shaping the tumor microenvironment (TME), both within and outside of the vascular space. Addressing this link provides the opportunity to revisit the significance of biomarkers of hemostasis and assess the communication between vasculature and tumor parenchyma, an important topic considering the advent of immune checkpoint inhibitors and vascular normalization strategies. Understanding how the coagulome and TME influence each other offers exciting new prospects for predicting hemostatic complications and boosting the effectiveness of cancer treatment.
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West MT, Kartika T, Paquin AR, Liederbauer E, Zheng TJ, Lane L, Thein K, Shatzel JJ. Thrombotic events in patients using cyclin dependent kinase 4/6 inhibitors, analysis of existing ambulatory risk assessment models and the potential influences of tumor specific risk factors. Curr Probl Cancer 2022; 46:100832. [PMID: 35034766 DOI: 10.1016/j.currproblcancer.2021.100832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 12/07/2021] [Accepted: 12/14/2021] [Indexed: 11/16/2022]
Abstract
Cyclin dependent kinase 4 of 6 inhibitors (CDKi) are key therapeutics in the treatment of advanced breast cancer and have recently been approved in small cell lung cancer for the prevention of myelosuppression. Thrombotic events have emerged as a significant treatment related adverse event in up to 5% of patients in clinical trials and has been reported at higher rates, up to 10%, in real world analysis. The prothrombotic mechanisms of CDKis, however, remain unknown. Cancer specific risk assessment models exist to identify who may be at highest risk of thrombosis and who could potentially benefit from prophylactic anticoagulation. However, these models may not be accurate in patients taking CDKis and may not fully capture recently identified thrombotic risk factors such as tumor specific somatic mutations. In the following manuscript, we summarize the literature on thrombotic events with CDKis in clinical trials and real-world settings, review the existing thrombosis risk assessment models for ambulatory cancer patients, and discuss the literature on tumor mutations and role in cancer associated thrombosis.
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Affiliation(s)
- Malinda T West
- OHSU Knight Cancer Institute, Department of Hematology and Oncology, Oregon Health & Science University, Portland, Oregon.
| | - Thomas Kartika
- OHSU Knight Cancer Institute, Department of Hematology and Oncology, Oregon Health & Science University, Portland, Oregon
| | - Ashley R Paquin
- OHSU Knight Cancer Institute, Department of Hematology and Oncology, Oregon Health & Science University, Portland, Oregon
| | - Erik Liederbauer
- OHSU Knight Cancer Institute, Department of Hematology and Oncology, Oregon Health & Science University, Portland, Oregon
| | - Tony J Zheng
- OHSU School of Medicine, Department of Medicine, Oregon Health & Science University, Portland, Oregon; OHSU School of Medicine, Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon
| | - Lucy Lane
- Department of Radiology, University of Vermont, Burlington, VT
| | - Kyaw Thein
- OHSU Knight Cancer Institute, Department of Hematology and Oncology, Oregon Health & Science University, Portland, Oregon
| | - Joseph J Shatzel
- OHSU Knight Cancer Institute, Department of Hematology and Oncology, Oregon Health & Science University, Portland, Oregon; OHSU School of Medicine, Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon
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Corrigendum. J Thromb Haemost 2021; 19:2902. [PMID: 34668302 DOI: 10.1111/jth.15482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Hill H, Robinson M, Lu L, Slaughter D, Amin A, Mileham K, Patel JN. Venous thromboembolism incidence and risk factors in non-small cell lung cancer patients receiving first-line systemic therapy. Thromb Res 2021; 208:71-78. [PMID: 34742139 DOI: 10.1016/j.thromres.2021.10.014] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 10/05/2021] [Accepted: 10/18/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND There are limited data on venous thromboembolism (VTE) incidence and predictive factors in non-small cell lung cancer (NSCLC) across first-line therapies. OBJECTIVE To evaluate VTE incidence rates and identify predictive factors in NSCLC patients receiving first-line systemic therapies, including immune checkpoint inhibitors (ICIs). PATIENTS/METHODS This is a single institution retrospective study of adult NSCLC patients who received first-line treatment, including chemotherapy, ICIs (pembrolizumab, nivolumab, atezolizumab, avelumab, and durvalumab), and/or targeted therapies (TTs) (erlotinib, gefitinib, afatinib, osimertinib, crizotinib, alectinib, ceritinib). Risk factors included Khorana score, cancer stage, central venous catheter, pacemaker, comorbidities, and prior VTE. The primary objective - cumulative incidence of VTE at 6- and 12-months by treatment group - was compared using Gray's test. Univariable and multivariable competing risk analyses were used to identify predictors. RESULTS Of 1587 evaluable patients, 53% were male, 79% white, 18% black, median age was 66; 58% had adenocarcinoma, 32% squamous cell carcinoma, and 47% metastatic disease; 1043 received chemotherapy, 171 ICIs, 157 chemotherapy plus concomitant ICI, 107 chemotherapy and durvalumab maintenance, and 109 TTs. The 6-month cumulative incidence of VTE by treatment type was 5.0%, 7.6%, 9.9%, 9.4%, and 11.1%; 12-month incidence was 6.5%, 9.0%, 12.8%, 12.2%, and 13.1% per arm, respectively (p = 0.01). Treatment type (p = 0.034) and nicotine dependence (p = 0.048) were significantly associated with time to VTE in multivariable analyses. CONCLUSION Treatment type and smoking status were predictive of time to VTE in NSCLC patients receiving various first-line therapies. Cumulative incidence was highest in those receiving TTs and combination chemotherapy plus ICI.
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Affiliation(s)
- Hailey Hill
- Department of Pharmacy, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Myra Robinson
- Department of Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Lauren Lu
- Department of Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Daniel Slaughter
- Department of Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Asim Amin
- Department of Solid Tumor Oncology, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Kathryn Mileham
- Department of Solid Tumor Oncology, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Jai N Patel
- Department of Cancer Pharmacology and Pharmacogenomics, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA.
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32
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Affiliation(s)
- Alok A. Khorana
- Taussig Cancer Institute and Case Comprehensive Cancer Center, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, Cleveland, Ohio, USA
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33
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Gervaso L, Dave H, Khorana AA. Venous and Arterial Thromboembolism in Patients With Cancer: JACC: CardioOncology State-of-the-Art Review. JACC CardioOncol 2021; 3:173-190. [PMID: 34396323 PMCID: PMC8352228 DOI: 10.1016/j.jaccao.2021.03.001] [Citation(s) in RCA: 66] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 03/07/2021] [Accepted: 03/09/2021] [Indexed: 12/20/2022] Open
Abstract
Venous thromboembolism (VTE), including deep vein thrombosis and pulmonary embolism, represents a major cause of morbidity and mortality in patients with cancer. Arterial thromboembolism, including myocardial infarction and stroke, is also prevalent. Risk differs in subgroups, with higher rates observed in specific cancers including pancreas, stomach, and multiple myeloma. Thromboprophylaxis is recommended for most patients with active cancer hospitalized for medical illnesses and after major cancer surgery. Outpatient thromboprophylaxis is not routinely recommended, but emerging data suggest that a high-risk population that benefits from pharmacological thromboprophylaxis can be identified using a validated risk tool. Direct oral anticoagulants are emerging as the preferred new option for the treatment of cancer-associated VTE, although low-molecular-weight heparin remains a standard for patients at high bleeding risk. Management of VTE beyond the first 6 months and challenging clinical situations including intracranial metastases and thrombocytopenia require careful management in balancing the benefits and risks of anticoagulation and remain major knowledge gaps in evidence.
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Key Words
- ASCO, American Society of Clinical Oncology
- ASH, American Society of Hematology
- AT, antithrombin
- ATE, arterial thromboembolism
- CAT, cancer-associated thrombosis
- CI, confidence interval
- CRNMB, clinically relevant nonmajor bleeding
- CVA, cerebrovascular event
- DOAC, direct oral anticoagulant
- DVT, deep venous thrombosis
- ESMO, European Society of Medical Oncology
- GI, gastrointestinal
- HR, hazard ratio
- ICH, intracranial hemorrhage
- ISTH, International Society on Thrombosis and Haemostasis
- KS, Khorana score
- LMWH, low-molecular-weight heparin
- MI, myocardial infarction
- MM, multiple myeloma
- NNT, number needed to treat
- PE, pulmonary embolism
- PPV, positive predictive value
- RAM, risk assessment model
- SPE, segmental pulmonary embolism
- SSC, Scientific and Standardization Committee
- SSPE, subsegmental pulmonary embolism
- UHF, unfractionated heparin
- VKA, vitamin K antagonist
- VTE, venous thromboembolism
- VVT, visceral vein thrombosis
- arterial thromboembolism
- cancer-associated thrombosis
- prophylaxis
- risk assessment models
- treatment
- venous thromboembolism
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Affiliation(s)
- Lorenzo Gervaso
- Division of Gastrointestinal Medical Oncology and Neuroendocrine Tumors, Istituto Europeo di Oncologia, European Institute of Oncology, Milan, Italy
- Molecular Medicine Department, University of Pavia, Pavia, Italy
| | - Heloni Dave
- Maharaja Sayajirao University, Medical College, Vadodara, Gujarat, India
| | - Alok A. Khorana
- Taussig Cancer Institute and Case Comprehensive Cancer Center, Cleveland Clinic, Cleveland, Ohio, USA
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Qian X, Fu M, Zheng J, Zhou J, Zhou J. Driver Genes Associated With the Incidence of Venous Thromboembolism in Patients With Non-Small-Cell Lung Cancer: A Systematic Review and Meta-Analysis. Front Oncol 2021; 11:680191. [PMID: 33996610 PMCID: PMC8117344 DOI: 10.3389/fonc.2021.680191] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Accepted: 04/06/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND The association between driver genes and the incidence of thromboembolic events (TEs) in patients diagnosed with non-small-cell lung cancer (NSCLC) needs to be quantified to guide clinical management. METHODS We interrogated PubMed, Embase, Web of Science and Cochrane library databases for terms related to venous thromboembolism (VTE) and arterial thromboembolism (ATE) in patients diagnosed with non-small-cell lung cancer harboring driver genes. This search was conducted for studies published between 1 January, 2000 and 31 December, 2020. A random-effects meta-analysis was performed to analyze the pooled incidence and odds ratios of VTE in patients with different driver genes. RESULTS Of the 2,742 citations identified, a total of 25 studies that included 21,156 patients met eligibility criteria. The overall pooled incidence of VTE in patients with driver genes was 23% (95% CI 18-29). Patients with ROS1 rearrangements had the highest incidence of VTE (37%, 95%CI 23-52). ALK rearrangements were associated with increased VTE risks (OR=2.08,95% CI 1.69-2.55), with the second highest incidence of VTE (27%, 95%CI 20-35). Both groups of patients with EGFR and KRAS mutations did not show a significantly increased risk for VTE (OR=1.33, 95% CI 0.75-2.34; OR=1.31, 95% CI 0.40-4.28). CONCLUSIONS ALK rearrangements were shown to be associated with increased VTE risks in patients diagnosed with non-small lung cancer, while there was no significant relation observed between VTE risks and EGFR or KRAS mutations in lung cancer patients.
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Affiliation(s)
| | | | | | | | - Jianying Zhou
- Department of Respiratory Disease, Thoracic Disease Center, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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35
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West MT, Smith CE, Kaempf A, Kohs TCL, Amirsoltani R, Ribkoff J, Choung JL, Palumbo A, Mitri Z, Shatzel JJ. CDK 4/6 inhibitors are associated with a high incidence of thrombotic events in women with breast cancer in real-world practice. Eur J Haematol 2021; 106:634-642. [PMID: 33527479 DOI: 10.1111/ejh.13590] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 01/26/2021] [Indexed: 12/12/2022]
Abstract
PURPOSE Cyclin-dependent kinase (CDK) 4/6 inhibitors are integral treatment for advanced hormone receptor positive breast cancer; however, venous thromboembolic events (VTE) occurred in 1%-5% of clinical trial patients. Thrombosis rates in the real-world setting remain unclear. We aimed to define the rate of thromboembolic events, risk factors for thrombosis on CDK 4/6 inhibitors and evaluate the Khorana VTE risk score as a predictive tool for VTE in patients on CDK 4/6 therapy. METHODS Multicenter retrospective analysis of adult breast cancer patients prescribed palbociclib, ribociclib, or abemaciclib. The primary endpoint was thrombosis during treatment or within 30 days of CDK inhibitor discontinuation. Cox regression was used to model time-to-thrombosis, starting from a patient's initiation of CDK 4/6 therapy. The extended Kaplan-Meier method and Cox modeling were used to assess the effect of time-varying thrombosis status on overall survival. RESULTS Two hundred and sixty-six patients were included (89% on palbociclib, 14% on abemaciclib, 7% on ribociclib). Twenty-nine thrombotic events occurred in 26 (9.8%) women. Of these events, 72% were venous and 34% were arterial. The 1-year incidence of thrombosis was 10.4% overall, 10.9% on palbociclib, 8.3% on ribociclib, and 4.8% on abemaciclib. Hemoglobin less than 10 g/dL was a statistically significant predictor of thrombosis (HR 3.53, P: .014). Khorana score ranged from 0-3, with the majority between 0 and 1 and was not predictive of VTE. Thrombosis was associated with reduced overall survival (HR 1.28, P: .128, median 7.3 months) compared to not having a CDK-associated clot (median 35.7 months). DISCUSSION VTE in our analysis is higher than reported in clinical trials and arterial thrombosis comprised over one-third of events. The highest incidence was with palbociclib, followed by ribociclib. Khorana score did not predict VTE risk. Larger, real-world studies are needed. The role for prophylactic anticoagulation is yet to be defined in this patient population.
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Affiliation(s)
- Malinda T West
- OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Claire E Smith
- OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Andy Kaempf
- OHSU Knight Cancer Institute, Biostatistics Shared Resource, Oregon Health & Science University, Portland, OR, USA
| | - Tia C L Kohs
- Department of Biomedical Engineering, Oregon Health & Sciences University, Portland, OR, USA
| | - Ramin Amirsoltani
- Oregon Health & Science, University School of Medicine, Portland, OR, USA
| | - Jessica Ribkoff
- Oregon Health & Science, University School of Medicine, Portland, OR, USA
| | - Josh Lee Choung
- Pharmacy Services, Oregon Health & Science University, Portland, OR, USA
| | - Alison Palumbo
- Pharmacy Services, Oregon Health & Science University, Portland, OR, USA
| | - Zahi Mitri
- OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Joseph J Shatzel
- OHSU Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.,Department of Biomedical Engineering, Oregon Health & Sciences University, Portland, OR, USA
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