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Zhou H, Lei H, Zhao H, Huang K, Wang Y, Hong R, Huo J, Luo L, Li F. Development and validation of a multi-parameter nomogram for venous thromboembolism in gastric cancer patients: a retrospective analysis. PeerJ 2024; 12:e17527. [PMID: 38948205 PMCID: PMC11212615 DOI: 10.7717/peerj.17527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 05/17/2024] [Indexed: 07/02/2024] Open
Abstract
Objective Gastric cancer (GC), one of the highest venous thromboembolism (VTE) incidence rates in cancer, contributes to considerable morbidity, mortality, and, prominently, extra cost. However, up to now, there is not a high-quality VTE model to steadily predict the risk for VTE in China. Consequently, setting up a prediction model to predict the VTE risk is imperative. Methods Data from 3,092 patients from December 15, 2017, to December 31, 2022, were retrospectively analyzed. Multiple logistic regression analysis was performed to assess risk factors for GC, and a nomogram was constructed based on screened risk factors. A receiver operating curve (ROC) and calibration plot was created to evaluate the accuracy of the nomogram. Results The risk factors of suffering from VTE were older age (OR = 1.02, 95% CI [1.00-1.04]), Karnofsky Performance Status (KPS) ≥ 70 (OR = 0.45, 95% CI [0.25-0.83]), Blood transfusion (OR = 2.37, 95% CI [1.47-3.84]), advanced clinical stage (OR = 3.98, 95% CI [1.59-9.99]), central venous catheterization (CVC) (OR = 4.27, 95% CI [2.03-8.99]), operation (OR = 2.72, 95% CI [1.55-4.77]), fibrinogen degradation product (FDP) >5 µg/mL (OR = 1.92, 95% CI [1.13-3.25]), and D-dimer > 0.5 mg/L (OR = 2.50, 95% CI [1.19-5.28]). The area under the ROC curve (AUC) was 0.82 in the training set and 0.85 in the validation set. Conclusion Our prediction model can accurately predict the risk of the appearance of VTE in gastric cancer patients and can be used as a robust and efficient tool for evaluating the possibility of VTE.
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Affiliation(s)
- Hang Zhou
- Department of Ultrasound in Medicine, Chongqing University Cancer Hospital, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
| | - Haike Lei
- Chongqing Cancer Multi-omics Big Data Application Engineering Research Center, Chongqing University Cancer Hospital, Chongqing, China
| | - Huai Zhao
- Department of Ultrasound in Medicine, Chongqing University Cancer Hospital, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
| | - Kaifeng Huang
- Department of Ultrasound in Medicine, Chongqing University Cancer Hospital, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
| | - Yundong Wang
- Department of Ultrasound in Medicine, Chongqing University Cancer Hospital, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
| | - Ruixia Hong
- Department of Ultrasound in Medicine, Chongqing University Cancer Hospital, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
| | - Jishun Huo
- Department of Ultrasound in Medicine, Chongqing University Cancer Hospital, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
| | - Li Luo
- Department of Ultrasound in Medicine, Chongqing University Cancer Hospital, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
| | - Fang Li
- Department of Ultrasound in Medicine, Chongqing University Cancer Hospital, Chongqing, China
- Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, Chongqing, China
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Roy DC, Wang TF, Lun R, Zahrai A, Mallick R, Burger D, Zitikyte G, Hawken S, Wells P. Circulating Blood Biomarkers and Risk of Venous Thromboembolism in Cancer Patients: A Systematic Review and Meta-Analysis. Thromb Haemost 2024. [PMID: 38768631 DOI: 10.1055/a-2330-1371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
BACKGROUND Cancer patients have an increased risk of venous thromboembolism (VTE). Currently, the availability of highly discriminatory prediction models for VTE in cancer patients is limited. The implementation of biomarkers in prediction models might lead to refined VTE risk prediction. In this systematic review and meta-analysis, we aimed to evaluate candidate biomarkers and their association with cancer-associated VTE. METHODS We searched Medline, EMBASE, and Cochrane Central for studies that evaluated biomarkers in adult cancer patients from inception to September 2022. We included studies reporting on VTE after a cancer diagnosis with biomarker measurements performed at a defined time point. Median/mean differences (for continuous measures) and odds ratios (for dichotomous measures) with 95% confidence intervals were estimated and pooled using random-effects models. RESULTS We included 113 studies in the systematic review. Of these, 50 studies were included in the meta-analysis. We identified two biomarkers at cancer diagnosis (factor VIII and time to peak thrombin), three biomarkers pre-chemotherapy (D-dimer, fibrinogen, and mean platelet volume), and one biomarker preoperatively (platelet count) that had significant median or mean differences. Additionally, we found that hemoglobin <100 g/L and white blood count >11 × 109/L were significantly associated with future VTE risk only when measured at cancer diagnosis. Pre-chemotherapy neutrophil-to-lymphocyte ratio ≥3 and preoperative platelet count ≥400 × 109/L were also found to be associated with future VTE risk. CONCLUSION In conclusion, this study identified nine candidate blood biomarkers that may help in optimizing VTE prediction in cancer patients that should be further explored in future studies.
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Affiliation(s)
- Danielle Carole Roy
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Tzu-Fei Wang
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Ronda Lun
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Vascular Neurology, Stanford Healthcare, Palo Alto, California, United States
| | - Amin Zahrai
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | | | - Dylan Burger
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Gabriele Zitikyte
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario, Canada
| | - Steven Hawken
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Philip Wells
- Faculty of Medicine, School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
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Liu C, Yang Z, Tang X, Zhao F, He M, Liu C, Zhou D, Wang L, Gu B, Yuan Y, Chen X. Colonization of Fusobacterium nucleatum is an independent predictor of poor prognosis in gastric cancer patients with venous thromboembolism: a retrospective cohort study. Thromb J 2023; 21:2. [PMID: 36600287 PMCID: PMC9811730 DOI: 10.1186/s12959-022-00447-2] [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: 09/29/2022] [Accepted: 12/26/2022] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Fusobacterium nucleatum (F. nucleatum) often colonizes cancerous gastric tissues and is characterized by the promotion of platelet aggregation and the development of visceral thrombosis. Venous thromboembolism (VTE) leads to a significant increase in the mortality of gastric cancer (GC) patients. However, the relationship between the colonization of F. nucleatum and the prognosis of GC patients is still unknown. AIM The aim of this study was to explore whether the colonization of F. nucleatum is related to the prognosis of GC patients complicated with VTE and to explore other potential risk factors. METHODS From 2017-2021, the data of 304 patients with new VTEs during the treatment of GC at the Affiliated Cancer Hospital of Zhengzhou University were collected. Fluorescence in situ hybridization of F. nucleatum was performed on pathological sections of cancer tissues from the patients. Survival analysis methods, including the Kaplan‒Meier method and Cox proportional hazard model, were performed. RESULTS F. nucleatum colonization was significantly associated with splanchnic vein thrombosis, higher platelet-lymphocyte ratio (PLR), and lower absolute lymphocyte count. In the multivariable Cox model, F. nucleatum colonization was found to be an independent risk factor for the prognosis of GC, with an adjusted HR of 1.77 (95% CI, 1.17 to 2.69 [P = 0.007]). In addition, patients with high PLR (HR: 2.65, P = 0.004) or VTE occurring during four cycles of chemotherapy (HR: 2.32, P = 0.012) exhibited shorter survival. Conversely, those experiencing VTE later (HR per month from diagnosis of GC: 0.95, P = 0.006) or using IVC filters (HR: 0.27, P = 0.011) had longer survival. CONCLUSION Colonization of F. nucleatum in GC tissues was associated with lower absolute lymphocyte count and higher PLR in GC patients with VTE. F. nucleatum colonization also appeared to be associated with the development of VTE in specific sites, in particular the splanchnic vein. Colonization of F. nucleatum may potentially represent an independent predictor of poor prognosis in GC patients. Additional research is necessary to validate these findings.
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Affiliation(s)
- Chang Liu
- grid.284723.80000 0000 8877 7471The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong 510280 China ,grid.414008.90000 0004 1799 4638Department of Critical Care Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan 450008 China
| | - Zhou Yang
- grid.284723.80000 0000 8877 7471Department of Biostatistics, State Key Laboratory of Organ Failure Research, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou, Guangdong 510515 China
| | - Xiance Tang
- grid.414008.90000 0004 1799 4638Department of Medical Records, Office for DRGs, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan 450008 China
| | - Fangfang Zhao
- grid.414008.90000 0004 1799 4638Department of Gastrointestinal Oncology, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, No.127 Dongming Road, Zhengzhou, Henan 450008 China
| | - Mengke He
- grid.414008.90000 0004 1799 4638Department of Critical Care Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan 450008 China
| | - Changpeng Liu
- grid.414008.90000 0004 1799 4638Department of Medical Records, Office for DRGs, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan 450008 China
| | - Dongmin Zhou
- grid.414008.90000 0004 1799 4638Department of Critical Care Medicine, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan 450008 China
| | - Lifeng Wang
- grid.414008.90000 0004 1799 4638Department of Medical Imaging, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan 450008 China
| | - Bo Gu
- grid.414008.90000 0004 1799 4638Department of Ultrasound Therapy, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, Zhengzhou, Henan 450008 China
| | - Yiqiang Yuan
- grid.284723.80000 0000 8877 7471The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong 510280 China ,grid.284723.80000 0000 8877 7471Department of Cardiovascular Medicine, The 7th People’s Hospital of Zhengzhou, Henan Cardiovascular Hospital Affiliated to Southern Medical University/The Second School of Clinical Medicine, Southern Medical University, No.17 Jingnanwu Road, Zhengzhou, Henan 450016 China ,grid.459614.bDepartment of Cardiovascular Medicine, Henan Provincial Chest Hospital, No.1 Weiwu Road, Zhengzhou, Henan 450008 China
| | - Xiaobing Chen
- grid.414008.90000 0004 1799 4638Department of Gastrointestinal Oncology, The Affiliated Cancer Hospital of Zhengzhou University & Henan Cancer Hospital, No.127 Dongming Road, Zhengzhou, Henan 450008 China
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Li H, Tian Y, Niu H, He L, Cao G, Zhang C, Kaiweisierkezi K, Luo Q. Derivation, validation and assessment of a novel nomogram-based risk assessment model for venous thromboembolism in hospitalized patients with lung cancer: A retrospective case control study. Front Oncol 2022; 12:988287. [PMID: 36300098 PMCID: PMC9589115 DOI: 10.3389/fonc.2022.988287] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 09/27/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose This study aimed to develop and validate a specific risk-stratification nomogram model for the prediction of venous thromboembolism(VTE) in hospitalized patients with lung cancer using readily obtainable demographic, clinical and therapeutic characteristics, thus guiding the individualized decision-making on thromboprophylaxis on the basis of VTE risk levels. Methods We performed a retrospective case–control study among newly diagnosed lung cancer patients hospitalized between January 2016 and December 2021. Included in the cohort were 234 patients who developed PTE and 936 non-VTE patients. The patients were randomly divided into the derivation group (70%, 165 VTE patients and 654 non-VTE patients) and the validation group (30%, 69 VTE patients and 282 non-VTE patients). Cut off values were established using a Youden´s Index. Univariate and multivariate regression analyses were used to determine independent risk factors associated with VTE. Variance Inflation Factor(VIF) was used for collinearity diagnosis of the covariates in the model. The model was validated by the consistency index (C-index), receiver operating characteristic curves(ROC) and the calibration plot with the Hosmer-Lemeshow goodness-of-fit test. The clinical utility of the model was assessed through decision curve analysis(DCA). Further, the comparison of nomogram model with current models(Khorana, Caprini, Padua and COMPASS-CAT) was performed by comparing ROC curves using the DeLong’s test. Results The predictive nomogram modle comprised eleven variables: overweight(24-28) defined by body mass index (BMI): [odds ratio (OR): 1.90, 95% confidence interval (CI): 1.19-3.07], adenocarcinoma(OR:3.00, 95% CI: 1.88-4.87), stageIII-IV(OR:2.75, 95%CI: 1.58-4.96), Central venous catheters(CVCs) (OR:4.64, 95%CI: 2.86-7.62), D-dimer levels≥2.06mg/L(OR:5.58, 95%CI:3.54-8.94), PT levels≥11.45sec(OR:2.15, 95% CI:1.32-3.54), Fbg levels≥3.33 g/L(OR:1.76, 95%CI:1.12-2.78), TG levels≥1.37mmol/L (OR:1.88, 95%CI:1.19-2.99), ROS1 rearrangement(OR:2.87, 95%CI:1.74-4.75), chemotherapy history(OR:1.66, 95%CI:1.01-2.70) and radiotherapy history(OR:1.96, 95%CI:1.17-3.29). Collinearity analysis with demonstrated no collinearity among the variables. The resulting model showed good predictive performance in the derivation group (AUC 0.865, 95% CI: 0.832-0.897) and in the validation group(AUC 0.904,95%CI:0.869-0.939). The calibration curve and DCA showed that the risk-stratification nomogram had good consistency and clinical utility. Futher, the area under the ROC curve for the specific VTE risk-stratification nomogram model (0.904; 95% CI:0.869-0.939) was significantly higher than those of the KRS, Caprini, Padua and COMPASS-CAT models(Z=12.087, 11.851, 9.442, 5.340, all P<0.001, respectively). Conclusion A high-performance nomogram model incorporated available clinical parameters, genetic and therapeutic factors was established, which can accurately predict the risk of VTE in hospitalized patients with lung cancer and to guide individualized decision-making on thromboprophylaxis. Notably, the novel nomogram model was significantly more effective than the existing well-accepted models in routine clinical practice in stratifying the risk of VTE in those patients. Future community-based prospective studies and studies from multiple clinical centers are required for external validation.
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Biomarkers of Venous Thromboembolism Recurrence after Discontinuation of Low Molecular Weight Heparin Treatment for Cancer-Associated Thrombosis (HISPALIS-Study). Cancers (Basel) 2022; 14:cancers14112771. [PMID: 35681751 PMCID: PMC9179374 DOI: 10.3390/cancers14112771] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 05/26/2022] [Accepted: 05/30/2022] [Indexed: 01/08/2023] Open
Abstract
The most appropriate duration of anticoagulant treatment for cancer-associated venous thromboembolism (CAT) remains unclear. We have conducted a prospective multicenter study in CAT patients with more than 6 months of anticoagulant treatment to predict the risk of venous thromboembolism (VTE) recurrence after anticoagulation discontinuation. Blood samples were obtained when patients stopped the anticoagulation, at 21 days and at 90 days. In each sample we assessed different coagulation-related biomarkers: D-dimer (DD), high-sensitivity C-reactive protein (hs-CRP), P-selectin (PS), phospholipids, soluble tissue factor, factor VIII and the thrombin generation test. It was evaluated 325 CAT patients and 166 patients were included in the study, mean age 64 ± 17 years. VTE recurrence until 6 months after stopping anticoagulation treatment was 9.87% [95% confidence interval (CI): 6−15]. The biomarkers sub-distribution hazard ratios were 6.32 for ratio DD basal/DD 21 days > 2 (95% CI: 1.82−21.90), 6.36 for hs-CRP > 4.5 (95% CI: 1.73−23.40) and 5.58 for PS > 40 (95% CI: 1.46−21.30) after 21 days of stopping anticoagulation. This is the first study that has identified the DD ratio, hs-CRP and PS as potential biomarkers of VTE recurrence in cancer patients after the discontinuation of anticoagulation treatment. A risk-adapted strategy may allow the identification of the optimal time to withdraw the anticoagulation in each CAT patient.
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Zaheer A, Naumovski N, Toohey K, Niyonsenga T, Yip D, Brown N, Mortazavi R. Prediction models for venous thromboembolism in ambulatory adults with pancreatic and gastro-oesophageal cancer: protocol for systematic review and meta-analysis. BMJ Open 2022; 12:e056431. [PMID: 35246422 PMCID: PMC8900042 DOI: 10.1136/bmjopen-2021-056431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Venous thromboembolism (VTE) is a common complication of cancer. Pancreatic and gastro-oesophageal cancers are among malignancies that have the highest rates of VTE occurrence. VTE can increase cancer-related morbidity and mortality and disrupt cancer treatment. The risk of VTE can be managed with measures such as using anticoagulant drugs, although the risk of bleeding may be an impeding factor. Therefore, a VTE risk assessment should be performed before the start of anticoagulation in individual patients. Several prediction models have been published, but most of them have low sensitivity and unknown clinical applicability in pancreatic or gastro-oesphageal cancers. We intend to do this systematic review to identify all applicable published predictive models and compare their performance in those types of cancer. METHODS AND ANALYSIS All studies in which a prediction model for VTE have been developed, validated or compared using adult ambulatory patients with pancreatic or gastro-oesphageal cancers will be identified and the reported predictive performance indicators will be extracted. Full text peer-reviewed journal articles of observational or experimental studies published in English will be included. Five databases (Medline, EMBASE, Web of Science, CINAHL and Cochrane) will be searched. Two reviewers will independently undertake each of the phases of screening, data extraction and risk of bias assessment. The quality of the selected studies will be assessed using Prediction model Risk Of Bias Assessment Tool. The results from the review will be used for a narrative information synthesis, and if the same models have been validated in multiple studies, meta-analyses will be done to pool the predictive performance measures. ETHICS AND DISSEMINATION There is no need for ethics approval because the review will use previously peer-reviewed articles. The results will be published. PROSPERO REGISTRATION NUMBER CRD42021253887.
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Affiliation(s)
- Asma Zaheer
- Prehab, Activity, Cancer, Exercise and Survivorship (PACES) research Group, University of Canberra Faculty of Health, Canberra, Australian Capital Territory, Australia
- Faculty of Health, University of Canberra, Bruce, Australian Capital Territory, Australia
| | - Nenad Naumovski
- Faculty of Health, University of Canberra, Bruce, Australian Capital Territory, Australia
- Functional Foods and Nutritional Research (FFNR) Laboratory, University of Canberra Faculty of Health Sciences, Canberra, Australian Capital Territory, Australia
| | - Kellie Toohey
- Prehab, Activity, Cancer, Exercise and Survivorship (PACES) research Group, University of Canberra Faculty of Health, Canberra, Australian Capital Territory, Australia
- School of Health Sciences, University of Canberra, Canberra, Australian Capital Territory, Australia
| | - Theophile Niyonsenga
- Faculty of Health, University of Canberra, Bruce, Australian Capital Territory, Australia
- School of Health Sciences, University of South Australia, Adelaide, South Australia, Australia
| | - Desmond Yip
- Department of Medical Oncology, Canberra Hospital, Canberra, Australian Capital Territory, Australia
- ANU Medical School, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Nicholas Brown
- Faculty of Health, University of Canberra, Bruce, Australian Capital Territory, Australia
- Office of Executive Director of Allied Health,Canberra Health Services, Garran, Canberra, Australian Capital Territory, Australia
| | - Reza Mortazavi
- Prehab, Activity, Cancer, Exercise and Survivorship (PACES) research Group, University of Canberra Faculty of Health, Canberra, Australian Capital Territory, Australia
- Faculty of Health, University of Canberra, Bruce, Australian Capital Territory, Australia
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Xue J, Ma D, Jiang J, Liu Y. Diagnostic and Prognostic Value of Immune/Inflammation Biomarkers for Venous Thromboembolism: Is It Reliable for Clinical Practice? J Inflamm Res 2021; 14:5059-5077. [PMID: 34629886 PMCID: PMC8494998 DOI: 10.2147/jir.s327014] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 09/19/2021] [Indexed: 12/17/2022] Open
Abstract
Venous thromboembolism (VTE), which includes deep vein thrombosis (DVT) and pulmonary embolism (PE), has been an important cause of sudden in-hospital death. Studies have shown that the immune/inflammatory response plays an important role in the pathogenesis of vascular disease, with representative markers in the blood including the neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), monocyte/lymphocyte ratio (MLR), systemic immune/inflammatory index (SII), etc. However, there is a variety of immune/inflammatory indicators. Moreover, most previous studies have been single-center investigations involving one or two indicators, with varying nature of cases, number of cases and study objectives, thereby making it difficult to reach consensus conclusions with good clinical guidelines. This article reviews the clinical value of immunoinflammatory indicators for VTE based on previous studies, including the diagnostic and prognostic capabilities. In conclusion, NLR provides promising predictive capability for the onset and prognosis of VTE and deserves extensive application in clinical practice. PLR also has certain diagnostic and prognostic value, but further studies are warranted to identify its reliability and stability. Monocytes, eosinophils and platelet-related indicators show some clinical association with VTE, although the predictive capabilities are mediocre. SII is of promising potential value for VTE and deserves further investigations. This review will provide new clues and valuable clinical guidance for the diagnosis and therapy of VTE.
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Affiliation(s)
- Junshuai Xue
- Department of General Surgery, Vascular Surgery, Shandong University Qilu Hospital, Jinan City, Shandong Province, People's Republic of China
| | - Delin Ma
- Department of General Surgery, Shandong University Qilu Hospital, Jinan City, Shandong Province, People's Republic of China
| | - Jianjun Jiang
- Department of General Surgery, Vascular Surgery, Shandong University Qilu Hospital, Jinan City, Shandong Province, People's Republic of China
| | - Yang Liu
- Department of General Surgery, Vascular Surgery, Shandong University Qilu Hospital, Jinan City, Shandong Province, People's Republic of China
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Nishimura A, Ikeda Y. [Predicting the Incidence of Venous Thromboembolism Using the Khorana Score: A Literature Review]. YAKUGAKU ZASSHI 2021; 141:611-622. [PMID: 33790126 DOI: 10.1248/yakushi.20-00228] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Venous thromboembolism (VTE) is the second most common cause of cancer-related deaths globally. The Khorana score, a VTE prediction model, is calculated using the site of cancer, white blood cell count, hemoglobin level, platelet count, and body mass index. This study aimed to investigate the usefulness of the Khorana score, using data available in the literature. On July 28, 2020, we collected papers using the following keywords: "cancer", "venous thromboembolism", "deep vein thrombosis", "pulmonary embolism", and "Khorana score" on PubMed. Papers published after 2016 were eligible. The selection criteria were as follows: "English or Japanese", "original paper", "abstract and full text", and "comply with the clinical question". There were 131 papers that matched the keywords, and 15 of them complied with the selection criteria. In 15 papers, Khorana score was calculated in 8047 patients. In the low- and intermediate-risk groups, 532 of 6812 patients developed VTE [7.8%, 95%confidence intervals (CI) 7.2-8.5], whereas in the high-risk group, 127 of 1235 patients developed VTE (10.3%, 95% CI 8.7-12.1) [odds ratio (OR) 1.3, 95% CI 1.0-1.6] (I2=0%, τ2=0, p=0.50). Venous thromboembolism prediction using the Khorana score might be useful. However, most of the number of VTE patients are in the low- and intermediate-risk groups. Therefore, a comprehensive evaluation according to clinical conditions is required, regardless of the risk classification using the Khorana score.
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Affiliation(s)
| | - Yoshiaki Ikeda
- Faculty of Pharmaceutical Sciences, Kinjo Gakuin University
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9
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Mechanisms and biomarkers of cancer-associated thrombosis. Transl Res 2020; 225:33-53. [PMID: 32645431 PMCID: PMC8020882 DOI: 10.1016/j.trsl.2020.06.012] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 06/24/2020] [Accepted: 06/30/2020] [Indexed: 02/07/2023]
Abstract
Cancer-associated thrombosis is a leading cause of non-cancer death in cancer patients and is comprised of both arterial and venous thromboembolism (VTE). There are multiple risk factors for developing VTE, including cancer type, stage, treatment, and other medical comorbidities, which suggests that the etiology of thrombosis is multifactorial. While cancer-associated thrombosis can be treated with anticoagulation, benefits of therapy must be balanced with the increased bleeding risks seen in patients with cancer. Although risk models exist for primary and recurrent VTE, additional predictors are needed to improve model performance and discrimination of high-risk patients. This review will outline the diverse mechanisms driving thrombosis in cancer patients, as well as provide an overview of biomarkers studied in thrombosis risk and important considerations when selecting candidate biomarkers.
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Abdel-Razeq H, Mustafa R, Sharaf B, Al-Tell A, Braik D, Ashouri K, Omari Z, Mansour R, Qarqash J, Shaqboua H, Jaradat S, Al-Qasem K, Bater R. Patterns and predictors of thromboembolic events among patients with gastric cancer. Sci Rep 2020; 10:18516. [PMID: 33116272 PMCID: PMC7595162 DOI: 10.1038/s41598-020-75719-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 10/16/2020] [Indexed: 12/21/2022] Open
Abstract
Patients with gastric cancer are at higher risk for venous thromboembolic events (VTE). Majority of such patients are treated in ambulatory settings where thromboprophylaxis is not routinely offered. In this study, we report on VTE rates and search for predictors that may help identify patients at higher risk to justify VTE-prophylaxis in ambulatory settings. Patients with pathologically-confirmed gastric adenocarcinoma were retrospectively reviewed for VTE detected by imaging studies. Clinical and pathological features known to increase the risk of VTE were studied. Khorana risk assessment model was applied on patients receiving chemotherapy. A total of 671 patients; median age 55 years, were recruited. VTE were diagnosed in 150 (22.4%) patients, including 42 (28.0%) pulmonary embolism and 18 (12.0%) upper extremity deep vein thrombosis (DVT). Majority (> 80%) developed VTE while in ambulatory settings and none had been on thromboprophylaxis. Rate was higher (27.1%) among 365 patients with metastatic compared to 16.7% among 306 patients with nonmetastatic disease, p = 0.001. Patients with metastatic disease who received multiple lines of chemotherapy (n = 85) had significantly higher rate of VTE compared to those who received a single line; 48.2% versus 19.4%, p < 0.001. Among the whole group, Khorana risk score, age, gender, smoking and obesity had no impact on VTE rates. Patients with metastatic gastric cancer, especially when treated with multiple lines of chemotherapy, are at a significantly higher risk of VTE. Khorana risk score had no impact on VTE rates. Thromboprophylaxis in ambulatory patients with metastatic gastric cancer worth studying.
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Affiliation(s)
- Hikmat Abdel-Razeq
- Department of Internal Medicine, King Hussein Cancer Center, Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan. .,School of Medicine, University of Jordan, Amman, Jordan.
| | - Rawan Mustafa
- Department of Internal Medicine, King Hussein Cancer Center, Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
| | - Baha' Sharaf
- Department of Internal Medicine, King Hussein Cancer Center, Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
| | - Abdallah Al-Tell
- Department of Internal Medicine, King Hussein Cancer Center, Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
| | - Dina Braik
- Department of Internal Medicine, King Hussein Cancer Center, Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
| | - Khaled Ashouri
- Department of Internal Medicine, King Hussein Cancer Center, Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
| | - Zaid Omari
- Department of Radiology, King Hussein Cancer Center, Amman, Jordan
| | - Razan Mansour
- School of Medicine, University of Jordan, Amman, Jordan
| | - Jamil Qarqash
- Department of Medicine, Istishari Hospital, Amman, Jordan
| | - Hanin Shaqboua
- Department of Radiology, King Hussein Cancer Center, Amman, Jordan
| | - Saba Jaradat
- Department of Radiology, King Hussein Cancer Center, Amman, Jordan
| | - Kholoud Al-Qasem
- Department of Internal Medicine, King Hussein Cancer Center, Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
| | - Rayan Bater
- Department of Internal Medicine, King Hussein Cancer Center, Queen Rania Al Abdullah Street, P.O. Box: 1269, Amman, 11941, Jordan
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11
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Pfrepper C. Paraneoplastic Thromboembolism and Thrombophilia: Significance in Visceral Medicine. Visc Med 2020; 36:280-287. [PMID: 33005653 DOI: 10.1159/000509150] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 06/03/2020] [Indexed: 12/14/2022] Open
Abstract
Background Venous (VTE) and arterial thromboembolism (ATE) are frequent complications of cancer. Risk assessment models (RAM) for stratification of the thrombotic risk in patients with gastrointestinal (GI) cancer have several limitations. Summary While pancreatic and stomach cancer are considered very high risk in all RAM, the risk of colorectal cancer differs between RAM, and esophageal cancer and cholangiocarcinoma were underrepresented or not included in any RAM. In addition, up to 49% of patients with pancreatic cancer develop splanchnic vein thrombosis (SVT). Prophylaxis with low-molecular-weight heparins (LMWH) in ambulatory cancer patients is associated with a positive risk-benefit ratio only in high-risk patients and LMWH have been the standard of care for the treatment of cancer-associated VTE and SVT over the last years. Direct oral anticoagulants (DOAC) have been shown to be equally effective compared to LMWH, but bleedings from the GI tract are more frequent. Therefore, recent guidelines suggest the use of DOAC for VTE treatment and for prophylaxis in ambulatory patients at high risk for VTE, but patients at high risk for bleeding, especially with active luminal cancer, should receive LMWH. Key Messages This review discusses RAM and the current options for prophylaxis and treatment of cancer-associated ATE, VTE, and SVT focusing on GI cancers.
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Affiliation(s)
- Christian Pfrepper
- Division of Hemostaseology, Medical Department I, University Hospital Leipzig, Leipzig, Germany
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12
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Majmudar K, Golemi I, Tafur AJ, Toro JD, Visonà A, Falgá C, Sahuquillo JC, Lorente MA, Tufano A, Weinberg I, Di Micco P, Monreal M. Outcomes after venous thromboembolism in patients with gastric cancer: Analysis of the RIETE Registry. Vasc Med 2020; 25:210-217. [PMID: 32000631 DOI: 10.1177/1358863x19893432] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Gastric cancer is the fifth most common malignancy worldwide. Venous thromboembolism is an independent predictor of death among patients with gastric cancer. We aimed to describe the factors associated with mortality, thrombosis recurrence, and bleeding complications in patients with gastric cancer who develop venous thromboembolism. We included 612 patients with gastric cancer and venous thromboembolism in the Registro Informatizado de la Enfermedad TromboEmbólica (RIETE) registry from 2001 to 2018. We used Cox proportional hazard ratios and a Fine-Gray model to define factors associated with outcomes. The overall mortality at 6 months was 44.4%. Factors associated with increased 6-month mortality included immobility (HR 1.8, 95% CI 1.3-2.4; p < 0.001), anemia (HR 1.4, 95% CI 1.1-1.8; p < 0.02), and leukocytosis (HR 1.8, 95% CI 1.4-2.3; p < 0.001). Recurrent thrombosis occurred in 6.5% of patients and major bleeding complications in 8.5% of the cohort. Male sex was the main factor associated with thrombosis recurrence (HR 2.1, 95% CI 1.1-4.0; p < 0.02) and hemoglobin below 10 g/dL (HR 1.6, 95% CI 1.05-2.50; p = 0.03) the main factor associated with bleeding. In conclusion, patients with gastric cancer who develop venous thrombosis have a very high likelihood of death. Low hemoglobin in this population is associated with poor outcomes.
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Affiliation(s)
- Kaushal Majmudar
- Department of Medicine, Division of Internal Medicine, NorthShore University HealthSystem, Evanston, IL, USA
| | - Iva Golemi
- Department of Medicine, Division of Internal Medicine, NorthShore University HealthSystem, Evanston, IL, USA
| | - Alfonso J Tafur
- Department of Medicine, Division of Vascular Medicine, NorthShore University HealthSystem, Evanston, IL, USA
| | - Jorge Del Toro
- Department of Internal Medicine, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Adriana Visonà
- Department of Vascular Medicine, Ospedale Castelfranco Veneto, Castelfranco Veneto, Italy
| | - Conxita Falgá
- Department of Internal Medicine, Hospital de Mataró, Barcelona, Spain
| | | | | | - Antonella Tufano
- Department of Clinical Medicine and Surgery, Regional Reference Centre for Coagulation Disorders, Federico II University Hospital, Naples, Italy
| | - Ido Weinberg
- Department of Medicine, Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Pierpaolo Di Micco
- Department of Medicine, UOC Medicina, Fatebenefratelli Hospital of Napoli, Italy
| | - Manuel Monreal
- Department of Internal Medicine, Hospital Germans Trias i Pujol, Universidad Autónoma de Barcelona, Barcelona, Spain
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13
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MicroRNAs and Neutrophil Activation Markers Predict Venous Thrombosis in Pancreatic Ductal Adenocarcinoma and Distal Extrahepatic Cholangiocarcinoma. Int J Mol Sci 2020; 21:ijms21030840. [PMID: 32012923 PMCID: PMC7043221 DOI: 10.3390/ijms21030840] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 01/20/2020] [Accepted: 01/23/2020] [Indexed: 12/24/2022] Open
Abstract
Cancer-associated venous thrombosis (VTE) increases mortality and morbidity. However, limited tools are available to identify high risk patients. Upon activation, neutrophils release their content through different mechanisms, thereby prompting thrombosis. We explored plasma microRNAs (miRNAs) and neutrophil activation markers to predict VTE in pancreatic ductal adenocarcinoma (PDAC) and distal extrahepatic cholangiocarcinoma (DECC). Twenty-six PDAC and 6 DECC patients recruited at cancer diagnosis, were examined for deep vein thrombosis and pulmonary embolisms, and were then followed-up with clinical examinations, blood collections, and biCUS. Ten patients developed VTE and were compared with 22 age- and sex-matched controls. miRNA expression levels were measured at diagnosis and right before VTE, and neutrophil activation markers (cell-free DNA, nucleosomes, calprotectin, and myeloperoxidase) were measured in every sample obtained during follow-up. We obtained a profile of 7 miRNAs able to estimate the risk of future VTE at diagnosis (AUC = 0.95; 95% Confidence Interval (CI) (0.987, 1)) with targets involved in the pancreatic cancer and complement and coagulation cascades pathways. Seven miRNAs were up- or down-regulated before VTE compared with diagnosis. We obtained a predictive model of VTE with calprotectin as predictor (AUC = 0.77; 95% CI (0.57, 0.95)). This is the first study that addresses the ability of plasma miRNAs and neutrophil activation markers to predict VTE in PDAC and DECC.
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14
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Key NS, Khorana AA, Kuderer NM, Bohlke K, Lee AYY, Arcelus JI, Wong SL, Balaban EP, Flowers CR, Francis CW, Gates LE, Kakkar AK, Levine MN, Liebman HA, Tempero MA, Lyman GH, Falanga A. Venous Thromboembolism Prophylaxis and Treatment in Patients With Cancer: ASCO Clinical Practice Guideline Update. J Clin Oncol 2019; 38:496-520. [PMID: 31381464 DOI: 10.1200/jco.19.01461] [Citation(s) in RCA: 883] [Impact Index Per Article: 176.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
PURPOSE To provide updated recommendations about prophylaxis and treatment of venous thromboembolism (VTE) in patients with cancer. METHODS PubMed and the Cochrane Library were searched for randomized controlled trials (RCTs) and meta-analyses of RCTs published from August 1, 2014, through December 4, 2018. ASCO convened an Expert Panel to review the evidence and revise previous recommendations as needed. RESULTS The systematic review included 35 publications on VTE prophylaxis and treatment and 18 publications on VTE risk assessment. Two RCTs of direct oral anticoagulants (DOACs) for the treatment of VTE in patients with cancer reported that edoxaban and rivaroxaban are effective but are linked with a higher risk of bleeding compared with low-molecular-weight heparin (LMWH) in patients with GI and potentially genitourinary cancers. Two additional RCTs reported on DOACs for thromboprophylaxis in ambulatory patients with cancer at increased risk of VTE. RECOMMENDATIONS Changes to previous recommendations: Clinicians may offer thromboprophylaxis with apixaban, rivaroxaban, or LMWH to selected high-risk outpatients with cancer; rivaroxaban and edoxaban have been added as options for VTE treatment; patients with brain metastases are now addressed in the VTE treatment section; and the recommendation regarding long-term postoperative LMWH has been expanded. Re-affirmed recommendations: Most hospitalized patients with cancer and an acute medical condition require thromboprophylaxis throughout hospitalization. Thromboprophylaxis is not routinely recommended for all outpatients with cancer. Patients undergoing major cancer surgery should receive prophylaxis starting before surgery and continuing for at least 7 to 10 days. Patients with cancer should be periodically assessed for VTE risk, and oncology professionals should provide patient education about the signs and symptoms of VTE.Additional information is available at www.asco.org/supportive-care-guidelines.
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Affiliation(s)
- Nigel S Key
- University of North Carolina, Chapel Hill, NC
| | | | - Nicole M Kuderer
- Advanced Cancer Research Group and University of Washington, Seattle, WA
| | - Kari Bohlke
- American Society of Clinical Oncology, Alexandria, VA
| | - Agnes Y Y Lee
- BC Cancer Agency, Vancouver, British Columbia, Canada
| | | | | | | | | | - Charles W Francis
- James P Wilmot Cancer Center and University of Rochester, Rochester, NY
| | | | - Ajay K Kakkar
- Thrombosis Research Institute and University College, London, United Kingdom
| | | | - Howard A Liebman
- University of Southern California and Norris Comprehensive Cancer Center, Los Angeles, CA
| | | | - Gary H Lyman
- Fred Hutchinson Cancer Research Center and the University of Washington, Seattle, WA
| | - Anna Falanga
- Hospital Papa Giovanni XXIII, Bergamo; and University of Milan Bicocca, Milan, Italy
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15
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Novel Aspects of Extracellular Vesicles as Mediators of Cancer-Associated Thrombosis. Cells 2019; 8:cells8070716. [PMID: 31337034 PMCID: PMC6679024 DOI: 10.3390/cells8070716] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 07/09/2019] [Accepted: 07/11/2019] [Indexed: 02/06/2023] Open
Abstract
The establishment of prothrombotic states during cancer progression is well reported but the precise mechanisms underlying this process remain elusive. A number of studies have implicated the presence of the clotting initiator protein, tissue factor (TF), in circulating tumor-derived extracellular vesicles (EVs) with thrombotic manifestations in certain cancer types. Tumor cells, as well as tumor-derived EVs, may activate and promote platelet aggregation by TF-dependent and independent pathways. Cancer cells and their secreted EVs may also facilitate the formation of neutrophil extracellular traps (NETs), which may contribute to thrombus development. Alternatively, the presence of polyphosphate (polyP) in tumor-derived EVs may promote thrombosis through a TF-independent route. We conclude that the contribution of EVs to cancer coagulopathy is quite complex, in which one or more mechanisms may take place in a certain cancer type. In this context, strategies that could attenuate the crosstalk between the proposed pro-hemostatic routes could potentially reduce cancer-associated thrombosis.
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16
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Pseudohyponatremia in Hypertriglyceridemia-Induced Acute Pancreatitis: A Tool for Diagnosis Rather Than Merely a Laboratory Error? Pancreas 2019; 48:126-130. [PMID: 30540682 DOI: 10.1097/mpa.0000000000001192] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVES The relative rarity of hypertriglyceridemia (HTG) as the etiology for acute pancreatitis (AP) delays the final diagnosis of hypertriglyceridemia-induced AP (HTG-AP). This study aimed to explore the diagnostic and prognostic value of pseudohyponatremia in this clinical entity. METHODS We retrospectively compared 140 patients with HTG-AP and 266 patients of AP of other etiologies. The correlation of presenting hyponatremia and a final diagnosis of HTG-AP is evaluated. RESULTS Presenting hyponatremia had an area under curve of 0.926 for predicting the diagnosis of HTG-AP. After dichotomization by the optimal cutoff value of 130 mEq/dL, patients with hyponatremia had a higher prevalence of acute kidney injury (61.9% vs 38.1%, P < 0.001), systemic inflammatory response syndrome (52.2% vs 47.8%, P < 0.001), a higher Ranson criteria (3.0 vs 1.4, P < 0.001), and a higher Bedside Index for Severity of Acute Pancreatitis score (0.69 vs 0.55, P = 0.011). CONCLUSIONS Presenting hyponatremia is highly efficient in differentiating hypertriglyceridemia from other etiologies of AP. It also demonstrated promising prognostic values in both AP and HTG-AP patients. Therefore, initial serum sodium could potentially provide the first clue of HTG-AP, as well as facilitate risk-stratifying patients to determine treatment allocation.
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