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Record W3214344627 · doi:10.1182/blood-2021-154311

Bleeding Outcomes in Patients with Gastrointestinal Malignancies Treated with Distally Absorbed Versus Proximally Absorbed Direct Oral Anticoagulants

2021· article· en· W3214344627 on OpenAlexaff
Kristen M. Sanfilippo, Suhong Luo, Tzu‐Fei Wang

Bibliographic record

VenueBlood · 2021
Typearticle
Languageen
FieldMedicine
TopicCancer Treatment and Pharmacology
Canadian institutionsOttawa Hospital
Fundersnot available
KeywordsMedicineRivaroxabanEdoxabanApixabanDabigatranInternal medicineCancerGastroenterologyMalignancyWarfarinAtrial fibrillation

Abstract

fetched live from OpenAlex

Abstract Introduction: Randomized trials comparing direct oral anticoagulants (DOACs) to low molecular weight heparin demonstrated higher rates of bleeding associated with DOACs, especially in patients with gastrointestinal (GI) malignancies. DOACs differ in location of absorption with apixaban predominately absorbed in the distal small bowel and proximal colon and edoxaban, rivaroxaban and dabigatran absorbed in the proximal GI tract (e.g. stomach and proximal small intestine). No comparative data is available for the DOACs in treatment of cancer-associated thrombosis (CAT). Given the differences in location of absorption, we aimed to assess the association of bleeding in patients with GI malignancy and CAT on apixaban versus those treated with proximally absorbed DOACs (dabigatran, edoxaban, or rivaroxaban). Methods: Using a nationwide cohort of Veterans, we identified patients with active GI malignancy between 2012 and 2018. Using a previously validated algorithm (91% positive predictive value), we identified patients with newly diagnosed VTE. A VTE was considered to occur in the setting of active cancer if the diagnosis occurred (1) within 3 months before cancer diagnosis, (2) within 6 months after cancer diagnosis, or (3) any time after diagnosis of metastatic cancer. We limited the cohort to patients who received at least a 30-day prescription for anticoagulant therapy with apixaban, dabigatran, edoxaban or rivaroxaban. Patients with a prescription for any anticoagulant therapy within 6 months before VTE diagnosis were excluded. We retrospectively followed patients to 30-days after the last DOAC prescription or to death, whichever came first. The primary outcome of interest was clinically significant bleeding while on DOAC therapy. We defined clinically significant bleeding as the presence of an ICD-9 or ICD-10 code for bleeding in any position for an inpatient admission with 3 exceptions: microscopic hematuria, bleeding related to major trauma and metromenorrhgia. We assessed the association between DOAC use and bleeding as a time-to-event outcome while adjusting for the competing risk of non-bleeding related death through the methods of Fine and Gray. Results: Between 2012 and 2018, a total of 215 patients with GI malignancies received a DOAC for treatment of CAT. Eighty-six patients received apixaban and the remaining 129 received a proximally absorbed DOAC with the majority receiving rivaroxaban (80%). Baseline demographics by anticoagulant therapy are listed in Table 1. None of the clinical variables assessed were significantly different between patients on apixaban versus a proximally absorbed DOAC, including variables associated with risk of anticoagulant-related bleeding. Of the 215 patients included, 73% were diagnosed with a distal GI malignancy (colon or lower). During the follow-up period, 43 of 215 patients (20%) experienced a clinically significant bleeding event, 22.1% of patients on apixaban and 18.6% of patients on a proximally absorbed DOAC. Of the 43 bleeding events, 30 were bleeding from the GI tract. In patients on apixaban versus a proximally absorbed DOAC, there was no significant difference in the risk of clinically significant bleeding (hazard ratio (HR) 1.24; 95% confidence interval (CI): 0.67 - 2.21). Similarly, there was no significant difference in the risk of bleeding from the GI tract in patients on apixaban versus a proximally absorbed DOAC (HR 0.90; 95% CI: 0.43 - 1.89). Conclusion: In this study of 215 patients with GI malignancy, we found no significant difference in the risk of bleeding between patients treated with apixaban versus those treated with a proximally absorbed DOAC. The rate of clinically significant bleeding was high (20%) while on DOAC therapy. There is a continued need for future prospective studies evaluating antithrombotic therapy in patients with GI malignancies and CAT. Figure 1 Figure 1. Disclosures Sanfilippo: AstraZeneca: Research Funding; Atellas Pharma Global: Research Funding. Wang: Servier: Membership on an entity's Board of Directors or advisory committees; Leo Pharma: Research Funding.

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)0.002
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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.265
Teacher spread0.248 · 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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Citations0
Published2021
Admission routes1
Has abstractyes

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