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Record W3213453147 · doi:10.1182/blood-2021-153587

Thrombin Generation to Predict the Risk of Venous Thromboembolism Recurrence, Major Bleeding and Death in the Elderly: A Prospective Multicenter Cohort Study

2021· article· en· W3213453147 on OpenAlexaboutno aff
Kristina Vrotniakaite-Bajerciene, Sereina Rütsche, Sara Calzavarini, Claudia Quarroz, Odile Stalder, Marie Méan, Marc Righini, Jürg H. Beer, Beat Frauchiger, Joseph Österwalder, Nils Kucher, Christian M. Matter, Marc Husmann, Martin Banyai, Markus Aschwanden, Lucia Mazzolai, Olivier Hügli, Nicolas Rodondi, Drahomir Aujesky, Anne Angelillo‐Scherrer

Bibliographic record

VenueBlood · 2021
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePulmonary embolismProspective cohort studyThrombosisCohortCohort studyInternal medicinePopulationIncidence (geometry)Intensive care medicineSurgery

Abstract

fetched live from OpenAlex

Abstract Introduction: Venous thromboembolism (VTE), comprising deep vein thrombosis (DVT) and pulmonary embolism (PE), constitutes a worldwide major health issue, and a leading cause of death. VTE incidence increases exponentially with age mainly due to the accumulation of risk factors and comorbidities predisposing to thrombosis. This leads to greater morbidity impact of VTE on elderly patients, who are also at higher risk of bleeding. Consequently, identification of older patients who might benefit from indefinite anticoagulation treatment is paramount. In order to facilitate the identification of these patients, the benefit/risk ratio should be carefully evaluated by considering clinical and laboratory information. Thrombin activity can be recorded by continuously measuring cleavage of a fluorescent substrate, resulting in a thrombin generation (TG) curve. Recent association studies show promising data of thrombin generation parameters predicting first VTE in elderly (Wang H et. al. RPTH 2021, 5:e12536). However, the predictive ability of thrombin generation for recurrent VTE, major bleeding and mortality in the elderly is unknown. The goal of this study was to prospectively investigate the performance of the TG assay one year after index VTE in predicting the risk of VTE, recurrence, major bleeding and mortality up to 2 years in elderly population. Methods: The study was conducted as part of the Swiss Cohort of Elderly Patients with VTE (SWITCO65+), a prospective multicenter cohort study to assess medical outcomes and quality of life in elderly patients with acute VTE in Switzerland. For the present study, the clinical outcomes were VTE recurrence, major bleeding and mortality, which were assessed parallel to clinical data of thrombosis and other general laboratory parameters including thrombophilia testing in over a 3-year period. Blood samples for assessment of TG parameters were drawn 12 month after the index VTE. Venous blood was drawn after minimal venostasis and processed by double centrifugation according to the recommendation of the subcommittee of the Scientific and Standardization Committee of ISTH. TG measurements were performed with the calibrated automated thrombogramm assay (Stago, Asnières-sur-Seine, France) in two experimental settings: 1pM tissue factor (TF) with/without thrombomodulin (TM) and 13.6 pM TF with/without activated protein C (APC). In addition, reference plasma (Cryocheck Reference Control Normal, PrecisionBiologic, Dartmouth, Canada) was tested in all experiments in order to correct day-to-day variations. Lag time, velocity index, time to peak, peak height, endogenous thrombin potential (ETP) were measured and peak and ETP ratio obtained in presence/absence of TM or APC were calculated. Results from the reference plasma were used to calculate the normalized ETP and peak ratio in 1 pM setting and peak ratio in 13.6 pM TF setting. Results: TG was assessed in 565 patients 12 months after the index VTE. At this time, 59% of patients were still anticoagulated. Eleven percent of them had cancer-related VTE, 20% provoked VTE and 68% unprovoked VTE. The prevalence of inherited risk factors for VTE was in line with previous reports on European patients with VTE. Patients still anticoagulated 12 months after the index VTE were less likely to develop recurrent VTE in the next 24 months than patients without anticoagulation. However, the incidence of major bleeding and mortality was comparable in anticoagulated and non-anticoagulated patients. TG was faster and lower in anticoagulated than in non-anticoagulated patients. Some thrombin generation parameters measured 12 months after the index VTE (Figure 1) were discriminatory for VTE recurrence, major bleeding and mortality (Table 1). In addition, several thrombin generation parameters measured in patients not under anticoagulation 12 months after the index VTE were associated with an increased risk of VTE recurrence, major bleeding and mortality up to 24 months. These associations remained after adjustment for potential confounding factors for the risk of VTE recurrence, major bleeding and mortality (Table 2). Conclusion: In elderly patients, several parameters of thrombin generation were associated with VTE recurrence, major bleeding and/or mortality. These findings may serve as the basis for validation in a prospective interventional outcome trial. Figure 1 Figure 1. Disclosures No relevant conflicts of interest to declare.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.017
GPT teacher head0.271
Teacher spread0.254 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2021
Admission routes1
Has abstractyes

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