MétaCan
Menu
Back to cohort
Record W2914360051 · doi:10.1182/blood-2018-99-112718

Transfusion Practice Following Intracranial Hemorrhage in Acute Leukemia: An Institutional Review

2018· article· en· W2914360051 on OpenAlexaff
Shannon Nixon, Dawn Maze, Eshetu G. Atenafu, Danielle Brandys, Cindy Murray, Suzanne Rowland, Mary Doherty, Amanda Wolfe, Benjamin YM Kwan, Eugene Yu, Breanne Lechner, Lani Lieberman

Bibliographic record

VenueBlood · 2018
Typearticle
Languageen
FieldMedicine
TopicIntracerebral and Subarachnoid Hemorrhage Research
Canadian institutionsUniversity Health NetworkQueen's UniversityPrincess Margaret Cancer CentreUniversity of Toronto
Fundersnot available
KeywordsMedicineAcute leukemiaPlatelet transfusionIntracerebral hemorrhageBleedLeukemiaComplicationInternal medicineSurgeryPediatricsPlateletSubarachnoid hemorrhage

Abstract

fetched live from OpenAlex

Abstract Background: Intracranial hemorrhage (ICH) is a common complication in acute leukemia that is associated with significant morbidity and mortality. While evidence supports prophylactic platelet transfusions at a threshold < 10 x 109/L to reduce the risk of bleeding in acute leukemia, there is little data to guide platelet transfusion practice in patients following ICH. The objectives of this study were to characterize the clinical features and outcomes of acute leukemia patients with ICH and to understand current platelet transfusion practice following ICH. Methods: This was a retrospective study conducted at a large, quaternary, academic cancer centre. We included all adult patients with a diagnosis of acute leukemia who had a documented ICH at our centre between January 1, 2009 and December 31, 2016. We assessed demographics, medications, infection and bleeding history in the week preceding ICH, characteristics of ICH including site of bleed, acute management, transfusion practice in the first 90 days, and clinical outcomes. Radiologic scans were re-assessed by neuroradiology to determine if the ICH was stable or if new or progressive bleeding had developed. Transfusion practice following the ICH was compared between the two groups with longitudinal data analysis using platelet counts as outcome. Kaplan-Meier product limit method was used to estimate overall survival (OS) rates as well as to obtain median survival; log-rank test was used to compare OS among those without new or progressive ICH vs. those with progression. Results: During the study period, of 2576 patients diagnosed with acute leukemia, 101 suffered from ICH and were included in the study. Most patients (94) had AML, of which 9 had APL, 6 had ALL, and 1 had MPAL. At the time of ICH, 61 patients were newly diagnosed or receiving induction chemotherapy, 33 had relapsed disease and 7 were in complete remission. Spontaneous ICH occurred in 76 patients. Within the week preceding ICH, 7 patients were on medications known to increase bleeding risk and 39 were on tranexamic acid. Sixty-four patients had clinical evidence of bleeding elsewhere and 22 had evidence of infection. On the day of ICH, the median platelet count was 16 x 109/L (range 0- 433 x109/L). Thirty-one patients had a platelet count < 10 x 109/L and 10 of these patients received a platelet transfusion prior to the bleed. Seventy patients had a platelet count ≥10 x109/L and 17 of these received a platelet transfusion prior to the bleed. Six patients (6%) exhibited evidence of platelet transfusion refractoriness. In the 90 days following ICH, 21% of platelet transfusions were given for a platelet count < 10 x 109/L, 55% were given with a platelet count between 10-29 x109/L, and 24% were given with a platelet count ≥ 30 x 109/L. New or progressive ICH occurred in 28 patients. The median platelet transfusion threshold was 19 x 109/L (range 0-114 x 109/L) for those without new or progressive ICH and 21 x 109/L (range 0-93 x 109/L) for those with progression (p=0.04; Figure 1). Of the 101 study patients, 79 have died. Median OS was 5.6 months for those without new or progressive ICH and 2.9 months for those with progression (p=0.002) (Figure 2). Cause of death was attributed to non-ICH causes in the majority of patients 65/79 (82%). Conclusions: In this retrospective study, we evaluated the outcomes of 101 patients with acute leukemia and ICH. At the time of the bleed, the majority of patients had active disease and more than two thirds had platelet counts of 10 x 109/L or higher. During 90 days of follow-up, nearly one third of patients developed new or progressive ICH. Platelet transfusion practice was variable and the median threshold was, in fact, higher in those who subsequently developed new or progressive bleeding. The reasons for this were unclear from our chart review, but we hypothesize that these patients may have had additional risk factors, e.g. fever, infection. The outcomes of patients with acute leukemia and ICH are poor. Factors other than platelet transfusion threshold likely contribute to secondary ICH events and the overall poor prognosis. Disclosures Maze: Novartis: Consultancy, Honoraria.

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)0.005
metaresearch head score (Gemma)0.014
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 score0.005
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.008
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
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 head0.016
GPT teacher head0.320
Teacher spread0.304 · 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".

Quick stats

Citations0
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueBloodSame topicIntracerebral and Subarachnoid Hemorrhage ResearchFrench-language works237,207