Risk Factors For Venous Thromboembolism Research Articles

Using Machine Learning (ML) Models to Predict Risk of Venous Thromboembolism (VTE) Following Spine Surgery.

A retrospective cohort study. Venous thromboembolism (VTE) is a potentially high-risk complication for patients undergoing spine surgery. Although guidelines for assessing VTE risk in this population have been established, development of new techniques that target different aspects of the medical history may prove to be of further utility. The goal of this study was to develop a predictive machine learning (ML) model to identify nontraditional risk factors for predicting VTE in spine surgery patients. A cohort of 63 patients was identified who had undergone spine surgery at a single center from 2015 to 2021. Thirty-one patients had a confirmed VTE, while 32 had no VTE. A total of 113 attributes were defined and collected via chart review. Attribute categories included demographics, medications, labs, past medical history, operative history, and VTE diagnosis. The Waikato Environment for Knowledge Analysis (WEKA) software was used in creating and evaluating the ML models. Six classifier models were tested with 10-fold cross-validation and statistically evaluated using t tests. Comparing the predictive ML models to the control model (ZeroR), all predictive models were significantly better than the control model at predicting VTE risk, based on the 113 attributes ( P <0.001). The Random Forest model had the highest accuracy of 88.89% with a positive predictive value of 93.75%. The Simple Logistic algorithm had an accuracy of 84.13% and defined risk attributes to include calcium and phosphate laboratory values, history of cardiac comorbidity, history of previous VTE, anesthesia time, selective serotonin reuptake inhibitor use, antibiotic use, and antihistamine use. The J48 model had an accuracy of 80.95% and it defined hemoglobin laboratory values, anesthesia time, beta-blocker use, dopamine agonist use, history of cancer, and Medicare use as potential VTE risk factors. Further development of these tools may provide high diagnostic value and may guide chemoprophylaxis treatment in this setting of high-risk patients.

Lung function, respiratory symptoms and incident venous thromboembolism during a 44-year follow-up

BackgroundChronic obstructive pulmonary disease (COPD) and infections are risk factors for venous thromboembolism (VTE), but the reasons behind the associations are not fully known. Few studies have investigated whether lung function and respiratory symptoms in individuals without COPD are associated with VTE. ObjectivesTo study the incidence of VTE in individuals without COPD and other major VTE risk factors, in relation to baseline lung function and respiratory symptoms, through a 44-year follow-up prospective cohort study. MethodsAs part of a health screening program, a total of 20,253 men and 7361 women underwent a baseline examination from 1974 to 1992, including a spirometry test and a self-administered questionnaire about respiratory symptoms, e.g., chronic bronchitis, cough, phlegm, and dyspnoea. Lung function was assessed through quartiles of forced expiratory volume in 1 s/forced vital capacity (FEV1/FVC). Through linkage with national registers, all individuals were followed for incidence of VTE. ResultsRespiratory symptoms (cough and dyspnoea) at baseline were associated with an increased risk of incident VTE in women after adjustments for age, height, BMI, smoking status, varicose veins, and FEV1/FVC. The adjusted hazard ratio in relation to chronic bronchitis was 1.57 (95% confidence interval 1.17–2.11). Poor lung function was not associated with an increased risk of VTE after adjustments for potential confounders. ConclusionWomen with respiratory symptoms of cough and dyspnoea without COPD have an increased risk of VTE, independent of lung function and major VTE risk factors. Further studies are needed to confirm the association and to study the clinical applicability of the results.

Risk Assessment Model for Postpartum Venous Thromboembolism Prevention in Patients with Systemic Lupus Erythematosus.

This article assesses the application of the Royal College of Obstetricians and Gynaecologists (RCOG) venous thromboembolism (VTE) risk model on a cohort of postpartum patients with a history of systemic lupus erythematosus (SLE). This is a secondary analysis of an ongoing patient registry of women with SLE from 2016 to 2022. There were 49 SLE patients with 55 pregnancies using the Definitions of Remission in SLE (DORIS) criteria to determine SLE disease activity. RCOG risk assessment model scoring was calculated for each patient prior to and after delivery. The primary outcome was the qualification of "active SLE" by standard rheumatologic criteria and assessment of recommendations for VTE prophylaxis based on RCOG VTE risk assessment scoring. Data were analyzed using Fisher's exact test, chi-square test, and Mann-Whitney U test with significance defined as p < 0.05. In the study cohort, 34 pregnancies (61.8%) were in DORIS remission at delivery. Twenty-one pregnancies (38.2%) were not and scored 3 points on the RCOG VTE risk model. Of these pregnancies, only 19% (n = 4) were recommended for VTE prophylaxis by the obstetrical provider despite RCOG score ≥3. Only 35.7% (n = 5) of pregnancies in DORIS remission, but with 3 points for non-SLE-related VTE risk factors (n = 14), were recommended for VTE prophylaxis. Of the 20 pregnancies in remission with an RCOG score < 3 after assessing all risk factors, 15% (n = 3) were nevertheless recommended for VTE prophylaxis. No patients had a postpartum VTE regardless of therapy. These data reveal a need to improve upon providing postpartum VTE prophylaxis to SLE patients not in remission while also recognizing a diagnosis of SLE alone should not equate with active disease. Moreover, SLE patients in remission may still warrant VTE prophylaxis if other non-SLE-related risk factors are present. · Those with SLE are at increased risk for VTE postpartum.. · VTE prophylaxis should be instituted when clinically appropriate.. · Caution should be exercised in broadly assigning disease activity for SLE diagnosis only.. · This study supports VTE prophylaxis use in postpartum patients with SLE..

Incidence and risk factors of venous thromboembolism (VTE) in hospitalized patients: a systematic review

Background: Venous thromboembolism (VTE) is a major healthcare problem that has resulted in a significant increase in mortality, morbidity, and healthcare cost. Our knowledge of the incidence and risk factors of VTE differs among various ethnic backgrounds and nationalities, therefore, there is a need to explore the incidence of VTE and to understand the role of risk factors that require a pooled analysis. The aim of this review is to assess the incidence and risk factors of venous thromboembolism (VTE) in hospitalized patients. Methods: We searched PubMed, Embase, Scopus and Web of Sciences databases from 2015 to 2022, to identify studies reporting the incidence and risk factor of VTE among hospitalized patients. Descriptive statistics were described to present the results. Results: We identified 17 studies comprising 17703 participants, and only 1132 (6.4%) of them developed VTE. 12 studies were retrospectives, while 5 studies were prospective. The majority of participants 9573 (54%) were female, while 8130 (4645.9%) were male. 13 (76%) studies reported a low incidence of VTE, while 2 (12%%) studies concluded high incidence and 2 (12%) studies reported moderate incidence of VTE. 12 (70%) studies revealed low risk factors associated with VTE, while 3 (18%) studies found high risk factors associated with VTE and 2 (12%) studies described moderate risk factors related to VTE. Conclusions: Despite universal thromboprophylaxis, medical and surgical ill patients continue to be at risk for VTE. Incidence of VTE among hospitalized patients was low and associated with several risk factors. All patients need to undertake dynamic and constant risk assessment for VTE with laboratory monitoring, associated medications, invasive procedures, and previous medical history considered, particularly for severe and critically ill patients. We strongly urge clinicians to be conscious of VTE risk factors and highlight on optimizing patients' comorbidities before admission to the hospital.

Identification of potential genetic Loci and polygenic risk model for Budd-Chiari syndrome in Chinese population

Budd-Chiari syndrome (BCS) is characterized by hepatic venous outflow obstruction, posing life-threatening risks in severe cases. Reported risk factors include inherited and acquired hypercoagulable states or other predisposing factors. However, many patients have no identifiable etiology, and causes of BCS differ between the West and East. This study recruited 500 BCS patients and 696 normal individuals for whole-exome sequencing and developed a polygenic risk scoring (PRS) model using PLINK, LASSOSUM, BLUP, and BayesA methods. Risk factors for venous thromboembolism and vascular malformations were also assessed for BCS risk prediction. Ultimately, we discovered potential BCS risk mutations, such as rs1042331, and the optimal BayesA-generated PRS model presented an AUC >0.9 in the external replication cohort. This model provides particular insights into genetic risk differences between China and the West and suggests shared genetic risks among BCS, venous thromboembolism, and vascular malformations, offering different perspectives on BCS pathogenesis.

Markers of Venous Thromboembolism Risk in Patients with Alopecia Areata: Is There Anything to Worry about?

Numerous studies have indicated that alopecia areata is associated with a chronic systemic inflammation, which is considered as a risk factor for venous thromboembolism. The aim of the study was to evaluate the following markers of venous thromboembolism risk: soluble fibrin monomer complex (SFMC), thrombin-antithrombin complex (TATC), and prothrombin fragment 1 + 2 (F1 + 2) in patients with alopecia areata and compare them with healthy controls. In total, 51 patients with alopecia areata [35 women and 16 men; mean age: 38 (19-54) years] and 26 controls [18 women and 8 men; mean age: 37 (29-51) years] were enrolled in the study. The serum concentrations of thromboembolism markers were measured using an enzyme-linked immunosorbent assay (ELISA) kit. An increased level of SFMC was detected in patients with alopecia areata compared with the controls [25.66 (20-34.86) versus 21.46 (15.38-29.48) µg/ml; p < 0.05)]. In addition, a higher level of F1 + 2 was observed in patients with alopecia areata in comparison with the control group [70150 (43720-86070) versus 38620 (31550-58840) pg/ml; p < 0.001]. No significant correlation was detected among SFMC or F1 + 2 and the Severity of Alopecia Tool(SALT)score, disease duration, or the number of the hair loss episodes. Alopecia areata may be associated with an increased risk of venous thromboembolism. Regular screening and preventive management of venous thromboembolism may be beneficial in patients with alopecia areata, especially before and during systemicJanus kinase (JAK) inhibitors or glucocorticoid therapy.

Venous thromboembolism and acute myeloid leukemia: risk factors and mortality in elderly white, black and Asian patients.

Risk factors for venous thromboembolism (VTE) in elderly patients with acute myeloid leukemia (AML) are not known by race. The aim of this study was to determine the association of VTE with known risk factors and the impact of VTE on mortality in elderly white, black and Asian patients with AML. The merged SEER-Medicare database (2000-2015) was used for patients aged at least 65 years diagnosed with AML. Multivariable logistic regression was used to examine the association of VTE with known risk factors and Cox proportional hazards regression was used to evaluate the association of VTE with mortality in white, black and Asian patients. Among 21 403 AML patients aged at least 65years, VTE was diagnosed in 10.6% of 18 731 white patients, 13.4% of 1362 black and 5.6% of 1310 Asian patients. Overall, the adjusted risk of VTE in black patients was similar to white patients, but Asian patients had a lower risk of VTE. Risk factors for VTE in white patients were age less than 75 years, female sex, chemotherapy and comorbid medical conditions, including hypertension, anemia, chronic kidney and lung disease, hyperlipidemia, heart failure and obesity. In black patients, hyperlipidemia, and heart failure and in Asian patients, age less than 75 years, female sex, chemotherapy and hypertension and myocardial infarction were associated with VTE. Central venous catheter placement was a predictor of VTE in all three races. Our study identified risk factors for VTE by race in elderly white, black and Asian AML patients.

Unveiling the diagnostic enigma of D-dimer testing in cancer patients: Current evidence and areas of application.

Cancer is a well-known risk factor for venous thromboembolism (VTE). A combined strategy of D-dimer testing and clinical pre-test probability is usually used to exclude VTE. However, its effectiveness is diminished in cancer patients due to reduced specificity, ultimately leading to a decreased clinical utility. This review article seeks to provide a comprehensive summary of how to interpret D-dimer testing in cancer patients. In accordance with PRISMA standards, literature pertaining to the diagnostic and prognostic significance of D-dimer testing in cancer patients was carefully chosen from reputable sources such as PubMed and the Cochrane databases. D-dimers have not only a diagnostic value in ruling out VTE but can also serve as an aid for rule-in if their values exceed 10-times the upper limit of normal. This threshold allows a diagnosis of VTE in cancer patients with a positive predictive value of more than 80%. Moreover, elevated D-dimers carry important prognostic information and are associated with VTE reoccurrence. A gradual increase in risk for all-cause death suggests that VTE is also an indicator of biologically more aggressive cancer types and advanced cancer stages. Considering the lack of standardization for D-dimer assays, it is essential for clinicians to carefully consider the variations in assay performance and the specific test characteristics of their institution. Standardizing D-dimer assays and developing modified pretest probability models specifically for cancer patients, along with adjusted cut-off values for D-dimer testing, could significantly enhance the accuracy and effectiveness of VTE diagnosis in this population.

Venous thromboembolism and major bleeding in severe and critical COVID-19 hospitalized patients.

Venous thromboembolism (VTE) and major bleeding (MB) are life-threatening complications described in COVID-19 hospitalized patients, and they can be considered two sides of the same coin. This retrospective study aims to evaluate the risk factors for VTE and MB in COVID-19 patients admitted to two Italian hospitals. The medical records of all COVID-19 patients (males 139; 62.3%, mean age 67.2±13.6 years, body weight 88.2±20.6 kg) hospitalized from March 11th to July 31st, 2020, at the Federico II University Hospital and the Sea Hospital, Naples, Italy, were analyzed. The COVID-19 patients were classified into four groups: COVID-19 patients developing VTE and/or MB, COVID-19 patients developing only VTE, COVID-19 patients developing only MB, and COVID-19 patients not developing either VTE or MB. During the hospitalization, 53 COVID-19 patients (24.7%; males 40; 75.5%, mean age 67.2±13.6 years, weight 88.2±20.6 kg) developed VTE, 33 COVID-19 patients (15.3%; males 17; 51.5, mean age 67.3±14.9 years, weight 74.1±14.3 kg) developed MB, and 129 COVID-19 patients did not develop either TVP or MB. No parameters to identify severe COVID-19 complicated by VTE and/or MB were found. However, some clinical and biochemical parameters can be evaluated to predict the risk of MB in order to modify the treatment and take prompt action to reduce mortality.

Safety and efficacy of apixaban versus low-molecular weight heparin or vitamin-K antagonists for venous thromboembolism treatment in patients with severe renal failure: A systematic review and meta-analysis

IntroductionChronic kidney disease is an independent risk factor for venous thromboembolism (VTE). Traditionally, Low Molecular Weight Heparin (LMWH) followed by warfarin has been the conventional therapy for VTE treatment. Direct oral anticoagulants (DOACs), including apixaban, have shown several advantages over the traditional therapy in individuals with normal kidney function. This meta-analysis aims to review the safety and efficacy of apixaban compared to warfarin or LMWH for the treatment of VTE in severe renal failure. MethodWe conducted literature search in PubMed, Embase, and Cochrane databases. Retrospective observational studies involving clinical effectiveness and safety outcomes of apixaban compared to warfarin in adult patients with an estimated glomerular filtration rate (eGFR) <30 mL/min/m2 or on dialysis were included. ResultsEight studies were included in the analysis. Significant reduction in VTE recurrence observed in apixaban compared to warfarin (RR, 0.65; 95 % CI, 0.43–0.98; P = 0.04; I2 = 78 %). No significant difference in all-cause mortality between apixaban and warfarin (RR, 0.99; 95 % CI, 0.91–1.07; P = 0.74; I2 = 0 %). Apixaban showed a significantly lower rate of major bleeding (RR, 0.72; 95 % CI, 0.62–0.84; P < 0.0001; I2 = 34 %) and minor bleeding events (RR, 0.42; 95 % CI, 0.21–0.86; P = 0.02; I2 = 10 %) compared to warfarin. No significant difference observed in clinically relevant non-major bleeding between apixaban and warfarin (RR, 0.81; 95 % CI, 0.65–1.00; P = 0.05; I2 = 67 %). ConclusionApixaban was favored over warfarin for treating VTE in severe renal failure, reducing VTE recurrence and bleeding risk. No differences were observed in all-cause mortality and CRNMB events. More evidence is required due to limited RCTs and prospective studies.

Are Patients With Morbid Obesity at Increased Risk of Pulmonary Embolism or Proximal Deep Vein Thrombosis After Lower Limb Arthroplasty? A Large-database Study.

Whether increased BMI is associated with an increased risk of venous thromboembolism (VTE) is controversial. Despite this, BMI > 40 kg/m 2 remains a common cutoff for lower limb arthroplasty eligibility. Current United Kingdom national guidelines list obesity as a risk factor for VTE, but these are based on evidence that has largely failed to differentiate between potentially minor (distal deep vein thrombosis [DVT]), and more harmful (pulmonary embolism [PE] and proximal DVT) diagnoses. Determining the association between BMI and the risk of clinically important VTE is needed to improve the utility of national risk stratification tools. (1) In patients undergoing lower limb arthroplasty, is BMI 40 kg/m 2 or higher (morbid obesity) associated with an increased risk of PE or proximal DVT within 90 days of surgery, compared with patients with BMI less than 40 kg/m 2 ? (2) What proportion of investigations ordered for PE and proximal DVT were positive in patients with morbid obesity who underwent lower limb arthroplasty compared with those with BMI less than 40 kg/m 2 ? Data were collected retrospectively from the Northern Ireland Electronic Care Record, a national database recording patient demographics, diagnoses, encounters, and clinical correspondence. Between January 2016 and December 2020, 10,217 primary joint arthroplasties were performed. Of those, 21% (2184 joints) were excluded; 2183 were in patients with multiple arthroplasties and one had no recorded BMI. All 8033 remaining joints were eligible for inclusion, 52% of which (4184) were THAs, 44% (3494) were TKAs, and 4% (355) were unicompartmental knee arthroplasties; all patients had 90 days of follow-up. The Wells score was used to guide the investigations. Indications for CT pulmonary angiography for suspected PE included pleuritic chest pain, reduced oxygen saturations, dyspnea, or hemoptysis. Indications for ultrasound scans for suspected proximal DVT included leg swelling, pain, warmth, or erythema. Distal DVTs were recorded as negative scans because we do not treat them with modified anticoagulation. The division of categories was set at BMI 40 kg/m 2 , a common clinical cutoff used in surgical eligibility algorithms. Patients were grouped according to WHO BMI categories to assess for the following confounding variables: sex, age, American Society of Anesthesiologists grade, joint replaced, VTE prophylaxis, grade of operative surgeon, and implant cement status. We found no increase in the odds of PE or proximal DVT in any WHO BMI category. When comparing patients with BMI less than 40 kg/m 2 with those with a BMI of 40 kg/m 2 or higher, there was no difference in the odds of PE (0.8% [58 of 7506] versus 0.8% [four of 527]; OR 1.0 [95% CI 0.4 to 2.8]; p > 0.99) or proximal DVT (0.4% [33 of 7506] versus 0.2% [one of 527]; OR 2.3 [95% CI 0.3 to 17.0]; p = 0.72). Of those who received diagnostic imaging, 21% (59 of 276) of CT pulmonary angiograms and 4% (34 of 718) of ultrasounds were positive for patients with BMI less than 40 kg/m 2 compared with 14% (four of 29; OR 1.6 [95% CI 0.6 to 4.5]; p = 0.47) and 2% (one of 57; OR 2.7 [95% CI 0.4 to 18.6]; p = 0.51) for patients with BMI 40 kg/m 2 or higher. There was no difference in the percentage of CT pulmonary angiograms ordered (4% [276 of 7506] versus 5% [29 of 527]; OR 0.7 [95% CI 0.5 to 1.0]; p = 0.07) or ultrasounds ordered (10% [718 of 7506] versus 11% [57 of 527]; OR 0.9 [95% CI 0.7 to 1.2]; p = 0.49) for BMI less than 40 kg/m 2 and BMI 40 kg/m 2 or higher. Increased BMI should not preclude individuals from lower limb arthroplasty based on suspected risk of clinically important VTE. National VTE risk stratification tools should be based on evidence assessing clinically relevant VTE (specifically, proximal DVT, PE, or death of thromboembolism) only. Level III, therapeutic study.

Multiple sclerosis and the incidence of venous thromboembolism: a systematic review and meta-analysis.

A number of studies have suggested that multiple sclerosis (MS) can be associated with serious vascular complications, for which pulmonary thromboembolism (PTE) is a potentially lethal complication. The purpose of this study is to establish a current literature-based estimate of the incidence of venous thromboembolism (VTE), deep vein thrombosis (DVT), and PTE in patients with MS (pwMS) due to the lack of systematic reviews and meta-analyses on this topic. In this systematic review and meta-analysis, studies were assessed regarding the association between MS and the incidence of VTE. The studies were identified through a systematic search of major electronic databases spanning the period from 1950 to February 2022. A random-effects analysis was conducted to calculate the pooled effect size (ES) and 95% confidence intervals (CI) using STATA software. Nine out of 4605 studies were included in the meta-analysis, with an overall sample size of 158,546 individuals. Meta-analysis revealed that the pooled incidence of VTE was 1.8% (95% CI 1.4-2.3) among pwMS. Also, there was an incidence of 0.9% (95% CI 0.4-1.4) and 1.5% (95% CI 1-2.2) for PTE and DVT, respectively in pwMS. Analysis showed MS would be significantly associated with a twofold increased risk of VTE [risk ratios (RR) = 2.12 (95% CI 1.53-2.93)]. Although MS is not typically considered a major risk factor for VTE, the meta-analysis of cohort studies shows that MS has a relative association with an increased incidence of VTE. Future research should focus on the investigation of the effects of MS and its treatments on VTE risk, and also a full range of confounding adjustments will be needed.

Surgery As a Trigger for Incident Venous Thromboembolism: Results from a Population-Based Case-Crossover Study.

Background Surgery is a major transient risk factor for venous thromboembolism (VTE). However, the impact of major surgery as a VTE trigger has been scarcely investigated using a case-crossover design. Aim To investigate the role of major surgery as a trigger for incident VTE in a population-based case-crossover study while adjusting for other concomitant VTE triggers. Methods We conducted a case-crossover study with 531 cancer-free VTE cases derived from the Tromsø Study cohort. Triggers were registered during the 90 days before a VTE event (hazard period) and in four preceding 90-day control periods. Conditional logistic regression was used to estimate odds ratios (ORs) with 95% confidence intervals (CIs) for VTE according to major surgery and after adjustment for other VTE triggers. Results Surgery was registered in 85 of the 531 (16.0%) hazard periods and in 38 of the 2,124 (1.8%) control periods, yielding an OR for VTE of 11.40 (95% CI: 7.42-17.51). The OR decreased to 4.10 (95% CI: 2.40-6.94) after adjustment for immobilization and infection and was further attenuated to 3.31 (95% CI: 1.83-5.96) when additionally adjusted for trauma, blood transfusion, and central venous catheter. In a mediation analysis, 51.4% (95% CI: 35.5-79.7%) of the effect of surgery on VTE risk could be mediated through immobilization and infection. Conclusions Major surgery was a trigger for VTE, but the association between surgery and VTE risk was in part explained by other VTE triggers often coexisting with surgery, particularly immobilization and infection.

Concomitant pulmonary tuberculosis and venous thromboembolism

Abstract Globally, tuberculosis (TB) is a common communicable disease and every year affects millions of people, particularly in developing countries. Venous thromboembolism (VTE) is common in elderly people with higher mortality. TB is also common in old people and is an independent risk factor of VTE. However, the association of VTE and active TB is rare, even in high-prevalence countries like India, and the reason is not known. In developing countries, failure to suspect thrombotic events clinically by those who treat a large number of TB cases in the peripheral health centres may be one of the reasons for underreporting VTE in active TB. In active TB, deep venous thrombosis (DVT) is more frequent than pulmonary thromboembolism (PTE) or VTE. DVT or PTE or VTE may present with TB or develop during treatment for TB, but simultaneous occurrence of active pulmonary TB and VTE is rare. We report concomitant active pulmonary TB with VTE without comorbid illnesses in an elderly man as a rare occurrence.

Risk factors for venous thromboembolism in glioma patients

Background: Ranking third in the cause of death structure, venous thromboembolism (VTE) is a frequent complication in patients with central nervous system tumors.Objective: To assess the incidence of venous thrombosis and its risk factors in glioma patients based on retrospective data.Methods: Our retrospective study included 186 glioma patients from the Neurosurgery Department of Almazov National Medical Research Centre.Results: The VTE incidence was 8% in patients with brain neoplasms. Comparative analysis of 2 groups to identify VTE predictors showed that the probability of thrombosis increases with factors leading to the patient immobilization: altered mental status (40% [n = 6] in the VTE group vs 18% [n = 30] in the non-VTE group, OR: 3.1 [95% СI: 0.8–10.6], P = .080), neurological deficit (67% [n = 50] vs 29% [n = 10], OR: 4.8 [95% СI: 1.4–18.7], P = .007), and bed rest for more than 3 days (33% vs 4%, OR: 13.1 [95% СI: 2.7–62.8], P &lt; .001). Based on the validation results, Caprini and IMPROVEDD risk scores have high negative predictive values: 0.99 [95% СI: 0.93–1.00] vs 0.97 [95% СI: 0.93–0.99] (P = .317). Caprini risk score has a specificity of 48.2% and a sensitivity of 93.3% (AUC = 78.98); the threshold value for high-risk VTE detection is 5.5 points. IMPROVEDD risk score has a specificity of 82.5% and a sensitivity of 73.3% (AUC = 81.1); the threshold value for high-risk VTE detection is 4.5 points.Conclusion: Our study revealed VTE risk factors in glioma patients, such as neurological deficit, prolonged bed rest (more than 3 days), and a high-grade tumor. We demonstrated high negative predictive values of Caprini and IMPROVEDD risk scores and determined their threshold values to be validated in a further prospective study. Due to the high incidence of VTE and risks of hemorrhage in patients with central nervous system tumors, personalized venous thrombosis risk calculators should be developed, providing for features of thrombosis pathogenesis in this patient group. Received 12 December 2022. Revised 7 April 2023. Accepted 31 May 2023. Funding: The study was supported by Ministry of Science and Higher Education of Russian Federation (No. 075-15-2022-301). Conflict of interest: The authors declare no conflict of interest. Contribution of the authorsConception and study design: K.A. Pishchulov, M.A. SimakovaData collection and analysis: K.A. Pishchulov, S.I. ParkhomenkoStatistical analysis: V.L. LukinovDrafting the article: K.A. Pishchulov, M.A. Simakova, V.L. Lukinov, S.I. Parkhomenko, N.E. Voinov, S.S. Sklyar, O.M. MoiseevaCritical revision of the article: K.A. Pishchulov, M.A. Simakova, V.L. Lukinov, S.I. Parkhomenko, N.E. Voinov, S.S. Sklyar, O.M. MoiseevaFinal approval of the version to be published: K.A. Pishchulov, M.A. Simakova, V.L. Lukinov, S.I. Parkhomenko, N.E. Voinov, S.S. Sklyar, O.M. Moiseeva

The Case Files

The Case Files

Incidence and Risk Factors of Venous Thromboembolism in Patients with Lung Adenocarcinoma Receiving Anti-tumor Therapy

Venous thromboembolism (VTE) as the most common cancer-associated complication has become the second death-causing reason among cancer patients. The management of VTE in patients with lung adenocarcinoma should focus on early and timely detection of risk factors. The aim of the study is to investigate the current situation of VTE in patients with lung adenocarcinoma treated with anti-tumor therapy and then explore the risk factors associated with the occurrence of VTE during anti-tumor therapy for early detection and screening of VTE. The present study included patients diagnosed as lung adenocarcinoma undergoing anti-tumor therapy in First Affiliated Hospital of Nanjing Medical University between December 2019 and May 2021. The risk factors were identified via univariate and multivariate Cox analysis. The incidence of independent risk factors were investigated through Kaplan-Meier curves combined with Log-rank test. The results of univariate and multivariate Cox regression showed that history of VTE, targeted therapy and radiotherapy were risk factors for VTE in patients with lung adenocarcinoma treated with anti-tumor therapy (P<0.05). Furthermore, the results of Kaplan-Meier curves and Log-rank tests indicated the incidences of VTE in patients with history of VTE, targeted therapy and radiotherapy were higher (P<0.05). History of VTE, radiotherapy and targeted therapy are found as independent risk factors for the occurrence of VTE, which should be identified and monitored for reduction of VTE incidence. .

Effectiveness, safety, and costs of thromboprophylaxis with enoxaparin or unfractionated heparin in inpatients with obesity.

Obesity is a frequent and significant risk factor for venous thromboembolism (VTE) among hospitalized adults. Pharmacologic thromboprophylaxis can help prevent VTE, but real-world effectiveness, safety, and costs among inpatients with obesity are unknown. This study aims to compare clinical and economic outcomes among adult medical inpatients with obesity who received thromboprophylaxis with enoxaparin or unfractionated heparin (UFH). A retrospective cohort study was performed using the PINC AI™ Healthcare Database, which covers more than 850 hospitals in the United States. Patients included were ≥18 years old, had a primary or secondary discharge diagnosis of obesity [International Classification of Diseases (ICD)-9 diagnosis codes 278.01, 278.02, and 278.03; ICD-10 diagnosis codes E66.0x, E66.1, E66.2, E66.8, and E66.9], received ≥1 thromboprophylactic dose of enoxaparin (≤40 mg/day) or UFH (≤15,000 IU/day) during the index hospitalization, stayed ≥6 days in the hospital, and were discharged between 01 January 2010, and 30 September 2016. We excluded surgical patients, patients with pre-existing VTE, and those who received higher (treatment-level) doses or multiple types of anticoagulants. Multivariable regression models were constructed to compare enoxaparin with UFH based on the incidence of VTE, pulmonary embolism (PE)---------related mortality, overall in-hospital mortality, major bleeding, treatment costs, and total hospitalization costs during the index hospitalization and the 90 days after index discharge (readmission period). Among 67,193 inpatients who met the selection criteria, 44,367 (66%) and 22,826 (34%) received enoxaparin and UFH, respectively, during their index hospitalization. Demographic, visit-related, clinical, and hospital characteristics differed significantly between groups. Enoxaparin during index hospitalization was associated with 29%, 73%, 30%, and 39% decreases in the adjusted odds of VTE, PE-related mortality, in-hospital mortality, and major bleeding, respectively, compared with UFH (all p < 0.002). Compared with UFH, enoxaparin was associated with significantly lower total hospitalization costs during the index hospitalization and readmission periods. Among adult inpatients with obesity, primary thromboprophylaxis with enoxaparin compared with UFH was associated with significantly lower risks of in-hospital VTE, major bleeding, PE-related mortality, overall in-hospital mortality, and hospitalization costs.

#5401 REAL-WORLD STUDY BETWEEN NEPHROTIC SYNDROME AND VENOUS THROMBOEMBOLISM

Abstract Background and Aims Nephrotic syndrome (NS) is a recognized risk factor of venous thromboembolism (VTE), however, there have been limited comprehensive epidemiologic data on VTE among NS patients. Therefore, we designed our study to assess the epidemiology and clinical correlates of VTE among hospitalized adults with NS in China. Method In this nationwide real-world study of 78,797 hospitalized patients with NS from 18 medical centers across China, VTE was identified by International Classification of Diseases, 10th revision (ICD-10) codes or imagological examinations during hospitalization. Multivariable logistic regression analysis was used to investigate the association between clinical variables and VTE through the R Programming software. Results A total of 1227 VTE cases were identified in the hospitalized NS population and the detection rate was 1.56%. Detection rate of VTE varied significantly in patients with different pathologic types of NS. Patients with membranous nephropathy (MN) had a significantly increased risk of VTE {Odds ratio [OR] 2.11 [95% confidence interval (CI) 1.12–4.36]}. While patients with focal segmental glomerulosclerosis (FSGS) did not show a significant high risk [OR 0.93 (95% CI 0.29–2.60)] compared with minimal change disease. We also found that male [OR 1.44 (95% CI 1.15–1.80)], age [OR 1.09 (95% CI 1.02–1.17)], anemia [OR 1.50 (95% CI 1.15–1.95)], cerebral bleeding [OR 3.23 (95% CI 1.69–6.16)], respiratory tract infection [OR 2.05 (95% CI 1.60–2.63)], respiratory failure [OR 2.24 (95% CI 1.42–3.53)], use of proton pump inhibitors (PPIs) [OR 2.19 (95% CI 1.54–3.12)], use of glucocorticoids [OR 1.46 (95% CI 1.03–2.09)] and immunosuppressants [OR 1.48 (95% CI 1.14–1.93), orthopedic operations [OR 1.97 (95% CI 1.22–3.18)], high-level D-dimer (&amp;gt;0.55 mg/L) [OR 2.62 (95% CI 1.87–3.65)] were associated with increased risk of VTE detection. While 24-hour urine protein quantification &amp;gt;10 g/d [OR 1.24 (95% CI 0.90–1.70)] showed little significant correlation with VTE. Hypertension [OR 0.74 (95% CI 0.58–0.95)] and the use of diuretics [OR 0.72 (95% CI 0.53–0.97)] were found to have a negative correlation with VTE detection. Conclusion The detection rate of VTE among patients with NS during hospitalization was 1.56%. Male, age, MN, anemia, cerebral bleeding, respiratory tract infection, respiratory failure, and use of PPIs, glucocorticoids and immunosuppressants, high D-dimer concentration were associated with VTE detection in NS. While 24-hour proteinuria did not show a significant association with VTE identification.

Obesity as a Predictor for Pulmonary Embolism and Performance of the Age-Adjusted D-Dimer Strategy in Obese Patients with Suspected Pulmonary Embolism.

Obesity is a risk factor for venous thromboembolism, but studies evaluating its association with pulmonary embolism (PE) in patients with suspected PE are lacking. To evaluate whether body mass index (BMI) and obesity (i.e., BMI ≥30 kg/m2) are associated with confirmed PE in patients with suspected PE and to assess the efficiency and safety of the age-adjusted D-dimer strategy in obese patients. We conducted a secondary analysis of a multinational, prospective study, in which patients with suspected PE were managed according to the age-adjusted D-dimer strategy and followed for 3 months. Outcomes were objectively confirmed PE at initial presentation, and efficiency and failure rate of the diagnostic strategy. Associations between BMI and obesity, and PE were examined using a log-binomial model that was adjusted for clinical probability and hypoxia. We included 1,593 patients (median age: 59 years; 56% women; 22% obese). BMI and obesity were not associated with confirmed PE. The use of the age-adjusted instead of the conventional D-dimer cut-off increased the proportion of obese patients in whom PE was considered ruled out without imaging from 28 to 38%. The 3-month failure rate in obese patients who were left untreated based on a negative age-adjusted D-dimer cut-off test was 0.0% (95% confidence interval: 0.0-2.9%). BMI on a continuous linear scale and obesity were not predictors of confirmed PE among patients presenting with a clinical suspicion of PE. The age-adjusted D-dimer strategy appeared safe in ruling out PE in obese patients with suspected PE.