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Record W2986503145 · doi:10.1182/blood-2019-124208

Risk Factors for Primary and Secondary Graft Failure in Allogenic Hematopoietic Cell Transplantation: A Single Center Study

2019· article· en· W2986503145 on OpenAlexaff
Zeyad Al‐Shaibani, Eshrak Al‐Shaibani, Mats Remberger, Wilson Lam, Arjun Law, Fotios V. Michelis, Auro Viswabandya, Dennis Dong Hwan Kim, Jeffrey H. Lipton, Jonas Mattson, Rajat Kumar

Bibliographic record

VenueBlood · 2019
Typearticle
Languageen
FieldMedicine
TopicHematopoietic Stem Cell Transplantation
Canadian institutionsPrincess Margaret Cancer CentreUniversity Health Network
Fundersnot available
KeywordsMedicineTransplantationCumulative incidenceHematopoietic stem cell transplantationSingle CenterPopulationDonor lymphocyte infusionInternal medicineGraft-versus-host diseaseIncidence (geometry)Surgery

Abstract

fetched live from OpenAlex

Introduction: Allogeneic hematopoietic cell transplantation (allo-HCT) is a potentially curative therapy for high risk hematological diseases and sustained engraftment of the donor stem cells is essential for transplant success. Graft failure (GF) is a rare, but serious complication post allo-HCT. In the presented study we aimed to assess the incidence, risk factors in a single-center population and as well the impact on transplant outcome. Methods: Between 01 January 2015 and 31 December 2018, 557 patients underwent allo-HCT at our center. Data was collected retrospectively and updated in June 2019. Cases were included regardless of the underlying diagnosis, disease status prior to transplant, preparative regimen, or stem cell source. Primary graft failure was defined as failure to achieve an absolute neutrophil count (ANC) of >500/ µL by 28 days after bone marrow (BM) or peripheral blood stem cell (PB) transplantation. In contrast, secondary graft failure was defined as cytopenias after initial engraftment (ANC <500/µL), with (a) donor chimerism of less than 5% or (b) falling donor chimerism with intervention such as second transplant or donor lymphocyte infusion (DLI) or (c) patient death due to cytopenias, and fall in donor chimerism, even if chimerism was >5%. Exclusion criteria for diagnosis of GF were (a) disease relapse (b) graft versus host disease or (c) other causes of cytopenias such as, viral infections, or drug induced. Outcomes examined included overall survival (OS), cumulative incidence of GF, non-relapse mortality (NRM) and cause of death. Results: Baseline characteristics are summarized in (Table 1). GF was seen in 43 (7.7%) patients. Of these 43 patients, 9 (21%) had primary GF, and 34 (79%) had secondary GF. The cumulative incidence of GF overall (primary and secondary) is 1.6% (0.8- 3.0%) at day 100 and 6.5% (4.5-8.8%) at day 800. The median survival of patients following primary GF was 41 days versus 144 days in secondary GF. At one hundred days OS in primary GF was 22% and in secondary GF was 64%. The 1y and 2y OS for secondary GF was 33% and 28% respectively (Figure 1-A). Multivariable analysis demonstrated that the (a) diagnosis/transplant indication (MDS, myelofibrosis, lymphoma or non-malignant diseases) and (b) donor type (HLA-mismatched unrelated or haploidentical) were the only factors significantly associated with increased GF (Table 2). We determined the effect of more than one of these risk factors on the occurrence of graft failure as seen in (Figure 1-B). In the absence of any of the risk factors, the incidence of GF was 3.6%. If one risk factor was present, the incidence of GF was 9.9%, and if 2 risk factors were present, the incidence of GF was 24.5%. In primary GF, 5 patients underwent second allo-HCT. In secondary GF, 15 patients (44%) underwent a second allo-HCT and another 8 patients received donor lymphocyte infusion. All the patients with primary GF died because of graft failure and its associated complications. In secondary GF, 22 patients (51%) died, 30% of causes related to infections. Conclusions: Our study showed an increased risk for graft failure following the use of mismatched unrelated or haploidentical donors for diseases such as lymphoma, myelofibrosis, myelodysplastic syndrome and non-malignant diseases. As well, we found that a presence of two risk factors puts patients at clinically significant increased risk of graft failure. More intense conditioning therapy should be considered for patients with one but in particular two risk factors. Disclosures Michelis: CSL Behring: Other: Financial Support.

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 score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
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 head0.010
GPT teacher head0.225
Teacher spread0.216 · 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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Citations6
Published2019
Admission routes1
Has abstractyes

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