MétaCan
Menu
← Back to cohort
Record W4405038698 · doi:10.1182/blood-2024-200297

Patient Characteristics and Outcomes of Sinusoidal Obstruction Syndrome/Veno-Occlusive Disease in Allogeneic Stem Cell Transplant Patients - a Multicenter Canadian Study

2024· article· en· W4405038698 on OpenAlexaffabout
Emily Trus, Gregory R. Pond, Ram Vasudevan Nampoothiri, Vinita Dhir, Andrew Poskus, Louise Bordeleau, Michael Trus

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldMedicine
TopicHematopoietic Stem Cell Transplantation
Canadian institutionsOttawa HospitalHamilton Health SciencesUniversity of OttawaMcMaster University
Fundersnot available
KeywordsMedicineHepatic veno-occlusive diseaseStem cellInternal medicineTransplantationSurgeryHematopoietic stem cell transplantation

Abstract

fetched live from OpenAlex

Background and Methods: Sinusoidal obstruction syndrome/veno-occlusive disease (VOD) is a severe complication of allogeneic stem cell transplant (SCT). Given the increased use of SCT, cases from two transplant centers in Ontario, Canada (2019 - 2021) were reviewed to identify risk factors prognostic for VOD onset and outcomes. Results: There were 536 SCT cases; mean age 53.4 years [range: 17-76], 322 males and 214 females. The most common indication was acute myelogenous leukemia (AML) [32%] categorized as favourable [19%], intermediate [44%] and adverse [37%] as per the European LeukemiaNet (ELN). Other common indications were myelodysplastic syndrome (MDS) [16%], acute lymphoblastic leukemia (ALL) [14%], secondary AML [9%], and non Hodgkin's lymphoma [7%]. A majority achieved complete remission (CR) [63%] or partial remission [19%] at transplant. Twelve patients received inotuzumab and five received gemtuzumab. A Karnofsky Performance Scale (KPS) Index > 90% [range: 60-100] was reported in 38% of cases. Regimen intensities were as follows: myeloablative (MA) [48%], reduced intensity (RI) [34%], haploidentical (haplo) [11%], and non-MA [7%]. Stem cell sources included matched unrelated donors (MUD) [68%], matched related donors (MRD) [21%] and haplo donors [11%]. Intravenous (i.v.) busulfan (Bu) was administered to 330 patients; median dose 860 mg. Total body irradiation was delivered to 156 patients; median dose of 200 cGy. Treatment with ursodeoxycholic acid was used in 93% of cases. Graft versus host prophylaxis included i.v. methotrexate [65%], calcineurin inhibitor [99%] and anti-thymocyte globulin [85%]. Of the entire cohort the average length of hospital stay was 37 days [4 - 385] and 73 patients were admitted to the Intensive Care Unit (ICU). The average ICU stay for the entire cohort was 1 day [0 - 49]. There were six COVID-19 cases. Fifty-one patients [10%] died by day 100 [range: 3 -100] with no COVID-19 related deaths. There were 16 diagnosed VOD cases representing 3% of SCT cases. Review of 253 charts identified 8 cases meeting diagnostic criteria for VOD and are potentially missed cases. Diagnosed cases had a mean age of 48 years [18-72] equally distributed between genders. All were early onset prior to day 21 [1-20]; six moderate, six severe, and four very severe cases. Transplant indications included AML [n=5], ALL [n=3], MDS [n=2], secondary AML [n=2], primary myelofibrosis [n=2], and myeloproliferative neoplasms [n=2]. AML ELN risk included four adverse and one intermediate risk patient. Donor sources were MRD [n=6] and MUD [n=10]. The remission status at SCT were CR [n=11], no response [n=4], and never treated [n=1]. Only 19% of the VOD cohort had a KPS > 90%. The majority received a MA regimen [n=12] and the remainder received a RI regimen. Bu treatment was used in 75% of VOD cases compared to 62% in the entire cohort. Reduced left ventricular function, pulmonary hypertension, previous cholecystectomy, splenectomy, pre-existing liver disease were not predictors for VOD. Univariable regression analysis identified higher baseline absolute neutrophil counts (ANC) of 4.2 x 109 compared to 2.6 x 109 [p=0.035] and lower platelet count of 104 x109 compared to 140 x 109 [p=0.034] in VOD and nonVOD cases as independent risks for developing VOD. There were no COVID-19 cases in VOD patients. Average inpatient stay was 56 days [24-178] and eight patients were in ICU for an average of 6 days [0-42] for all diagnosed VOD cases. Five of the sixteen diagnosed VOD patients died within 100 days [9-59], four from VOD. Five remain alive and six died after day 100 [125 - 419]. Treatments included diuretics [n=15], steroids [n=3], and defibrotide [n=9]. Of the nine patients treated with defibrotide graded as moderate [n=2], severe [n=4], and very severe [n=3], seven died with 3 deaths before day 100. Conclusions: The incidence of VOD cases was less common than in most series and carried a high fatality rate. VOD cases were overrepresented in patients with KPS < 90%, adverse ELN risk, MA preparative regimen, MUD donor source and Bu treatment. No VOD cases received a haplo transplant. Higher ANC and lower platelet counts at the start of the preparative regimen were independent risk factors for VOD. Hospital and ICU stays were longer in VOD patients who were more likely to die within the first 100 days. VOD may be under-diagnosed and this underscores the need for ongoing education and resources to allow for early intervention.

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 score0.424
Threshold uncertainty score0.853

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.003
Science and technology studies0.0020.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.000
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 head0.007
GPT teacher head0.218
Teacher spread0.211 · 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
Published2024
Admission routes2
Has abstractyes

Explore more

Same venueBlood→Same topicHematopoietic Stem Cell Transplantation→French-language works237,207→