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Enregistrement W4389234561 · doi:10.1182/blood-2023-184941

Clocking the Processes and Challenges of Urgent Red Blood Cell Exchange for Acute Complications of Sickle Cell Disease

2023· article· en· W4389234561 sur OpenAlexaff
Kristine Matusiak, Christine Cserti‐Gazdewich, Nadine Shehata, Kevin H.M. Kuo, Justin Kim, David Barth, Christopher J. Patriquin

Notice bibliographique

RevueBlood · 2023
Typearticle
Langueen
DomaineMedicine
ThématiqueHemoglobinopathies and Related Disorders
Établissements canadiensUniversity Health NetworkPublic Health OntarioUniversity of Toronto
Organismes subventionnairesnon disponible
Mots-clésMedicineApheresisAcute chest syndromeDiseaseIntensive care medicineAnemiaInternal medicineSickle cell anemia

Résumé

récupéré en direct d'OpenAlex

Background: Red blood cell exchange transfusion (RBCX) is the therapy of choice for some acute complications of sickle cell disease (SCD), including stroke, severe acute chest syndrome and multi-organ failure. Rapid initiation of RBCX is critical to reduce morbidity and mortality in those with acute complications of SCD. A typical RBCX procedure requires anywhere from 6-10 units of packed red blood cells (RBC) and measures are taken to provide higher-fidelity RBC matches (key RHCE and KEL antigens at a minimum, ±suitable KIDD, FY, Ss profiles for the sensitized). Our recent review of urgent apheresis transfers to our tertiary-care centre, including 26 for RBCX, demonstrated that the median time per transfer was approximately 4 hours. Not yet characterized is the additional time required to start RBCX once a patient arrives. The time required to investigate antibody repertoires, and to procure sufficient quantities of blood that can bypass these specificities, is of interest in a specialty center with substantial but not unlimited investigative expertise and inventory. Methods: This was a retrospective database and chart review of all patients referred to our apheresis service for urgent RBCX for severe complications of SCD between Jan 1, 2013 to Dec 31, 2020. Time stamps for admission, blood bank, and apheresis processes were extracted from the electronic medical record and blood bank database. Categorical variables were analyzed using nonparametric tests. Results: Thirty-eight patients were included (65.8% males, 35.2% females) (Table 1). HbSS was the most common SCD genotype represented (81.6%). Most patients (71.1%) were transferred from another hospital, with the remaining patients arriving through the emergency department (26.3%) and one (2.6%) as a direct admission from clinic. ACS +/- additional complications constituted the most common indication for RBCX (78.9%). Two patients died due to complications of multi-organ failure, the remaining patients were discharged from hospital. Six patients (15.8%) had a positive antibody screen. The majority had RBC phenotype (42.1%) or genotype +/- phenotype (36.8%) on file to facilitate extended matching, and sufficient appropriate units were available in the blood bank in 82% of cases. Four (10.5%) patients required top-up transfusions prior to RBCX due to significant anemia. The median number of units issued per procedure was 9 (IQR 2). The median times from index group and screen (G&S) collection to sample accession, and from accession to result were 23 minutes (IQR 26) and 46 minutes (IQR 31), respectively (Figure 1). The median time from G&S result to RBC units issued was 348.5 minutes (IQR 479). The median total time from patient admission (or determination of RBCX indication) to RBC units issued was 569 minutes (IQR 464). A positive antibody screen, patient origin (ED vs. transfer), and the availability of sufficient RBC units in house were associated with turnaround time from accession of the index G&S sample to the issuing of RBCs (p<0.01 for all). Patients having antibodies to high prevalence antigens (e.g. anti-U) or to multiple targets (demanding unique donor profiles) had some of the longest times to initiate treatment. These constraints necessitated orders and coordinated deliveries of units from across the geographic network of the national blood provider.Discussion: These data from the largest apheresis unit in the country characterize the time invested in blood preparation for an urgent RBCX for acute SCD complications. A positive antibody screen is predictive of increased time to procedure start, reflecting delays inherent to serologic investigations, product sourcing, and serologic crossmatch times. While the precise moment of a blood request was available for a minority of patients, the G&S time stamp was used as a surrogate, thus potentially overestimating turnaround times in the blood bank. Nevertheless, the serologic demands inherent to a case present a tension between speed (treating the disease) and safety (averting immune rejection reactions).

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,004
score de la tête « metaresearch » (Gemma)0,011
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,004
Score d'incertitude au seuil0,022

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0040,011
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,002
Études des sciences et des technologies0,0010,000
Communication savante0,0010,001
Science ouverte0,0000,001
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0020,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,028
Tête enseignante GPT0,264
Écart entre enseignants0,236 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2023
Routes d'admission1
Résumé présentoui

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