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2.
Transfus Apher Sci ; 62(1): 103635, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36567240

RESUMEN

This article highlights fundamentals that are important for the transfusion medicine educator to understand about social media. Several examples of personal practical application are shared. Finally, the potential future state of social media will be discussed. In the spirit of a growth mindset, please suspend any previous judgements about social media and allow yourself to consider the possibility of using social media with your transfusion education.


Asunto(s)
Medios de Comunicación Sociales , Medicina Transfusional , Humanos , Transfusión Sanguínea
3.
Leuk Lymphoma ; 64(3): 671-678, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36448323

RESUMEN

To evaluate the impact of killer immunoglobulin-like receptor (KIR) genotyping in allogeneic hematopoietic stem cell transplantation for myeloid disorders at our institution, retrospective KIR genotyping was performed on 77 patients and their 10/10 matched unrelated donors. In a multivariate model including donor age, HLA-DPB1 permissiveness, and presence of donor KIR B/x, an association with overall survival was observed (p = .047). Within the model, increasing donor age increased risk (RR 1.03 [1.00-1.06]/year, p = .046), while donor KIR and HLA-DPB1 permissiveness were not associated with risk (RR 0.51 [0.26-1.03] and RR 0.68 [0.34-1.36]). Grouping recipients by conditioning regimen or limiting the analysis to recipients of peripheral blood stem cells, no association between donor KIR and survival or relapse was identified. No significant associations were observed between overall survival, relapse, grade III-IV acute, or chronic graft versus host disease and presence of KIR B (B/x), quantity of donor KIR B haplotype motifs, or centromeric KIR type (all p > .05).


Asunto(s)
Enfermedad Injerto contra Huésped , Trasplante de Células Madre Hematopoyéticas , Humanos , Haplotipos , Donante no Emparentado , Estudios Retrospectivos , Antígenos HLA/genética , Trasplante de Células Madre Hematopoyéticas/efectos adversos , Enfermedad Crónica , Receptores KIR/genética , Enfermedad Injerto contra Huésped/etiología , Enfermedad Injerto contra Huésped/prevención & control , Recurrencia
5.
Mayo Clin Proc ; 96(12): 2980-2990, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34736775

RESUMEN

OBJECTIVE: To assess changes in inpatient transfusion utilization and patient outcomes with implementation of a comprehensive patient blood management (PBM) program at a large US medical center. PATIENTS AND METHODS: This is an observational study of graduated PBM implementation for hospitalized adults (age ≥18 years) from January 1, 2010, through December 31, 2017, at two integrated hospital campuses at a major academic US medical center. Allogeneic transfusion utilization and clinical outcomes were assessed over time through segmented regression with multivariable adjustment comparing observed outcomes against projected outcomes in the absence of PBM activities. RESULTS: In total, 400,998 admissions were included. Total allogeneic transfusions per 1000 admissions decreased from 607 to 405 over the study time frame, corresponding to an absolute risk reduction for transfusion of 6.0% (95% confidence interval [CI]: 3.6%, 8.3%; P<.001) and a 22% (95% CI: 6%, 37%; P=.006) decrease in the rate of transfusions over projected. The risk of transfusion decreased for all blood components except cryoprecipitate. Transfusion reductions were experienced for all major surgery types except liver transplantation, which remained stable over time. Hospital length of stay (multiplicative increase in geometric mean 0.85 [95% CI: 0.81, 0.89]; P<.001) and incident in-hospital adverse events (absolute risk reduction: 1.5% [95% CI: 0.1%, 3.0%]; P=.04) were lower than projected at the end of the study time frame. CONCLUSION: Patient blood management implementation for hospitalized patients in a large academic center was associated with substantial reductions in transfusion utilization and improved clinical outcomes. Broad-scale implementation of PBM in US hospitals is feasible without signal for patient harm.


Asunto(s)
Centros Médicos Académicos/organización & administración , Transfusión Sanguínea/métodos , Anciano , Transfusión Sanguínea/estadística & datos numéricos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Evaluación de Procesos y Resultados en Atención de Salud , Desarrollo de Programa , Estados Unidos
6.
Transfusion ; 61(11): 3236-3246, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34523730

RESUMEN

BACKGROUND: Solid-phase platelet crossmatch (PXM) testing is used to help manage patients with platelet transfusion-refractoriness. Recently, we published the first report of false-negative PXM results from prozone effect that was mitigated using sample dilution. This study aimed to describe the prevalence of PXM prozone effect and the levels of class I HLA antibodies (HLA-Abs) associated with positive PXM results and with false-negative PXM results from prozone effect. STUDY DESIGN AND METHODS: A cross-sectional study of patients undergoing PXM testing from July 2019 through December 2020 was performed. All PXM tests were run simultaneously using undiluted and 1:4 diluted patient plasma. Prozone effect was defined as a negative PXM result using undiluted patient plasma but a positive PXM result using 1:4 diluted patient plasma. RESULTS: Among 59 patients, 830 individual ABO-compatible PXM results yielded an overall positivity rate of 25.8% (214/830) and a false-negative rate from prozone effect of 4.7% (10/214). Among the 28 patients with class I HLA-Ab testing and no other anti-platelet antibodies, maximum HLA-Ab mean fluorescence intensity (MFI) was significantly associated with a positive PXM result (p < .0001; AUC approx. 0.9) and categorized into negative (<3700), indeterminate (3700-10300), and positive (>10300) maximum HLA-Ab MFI zones. Maximum HLA-Ab MFI, however, was not associated with prozone effect (p = .17; AUC approx. 0.6). DISCUSSION: While there is a strong predictive association between class I HLA-Ab levels and positive PXM results, PXM prozone effect is a common occurrence not associated with class I HLA-Ab levels, so additional testing with diluted samples should be considered.


Asunto(s)
Anticuerpos , Antígenos HLA , Estudios Transversales , Prueba de Histocompatibilidad/métodos , Humanos , Isoanticuerpos
7.
Acad Pathol ; 8: 23742895211020487, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34263023

RESUMEN

The rapidly spreading COVID-19 pandemic demanded immediate organizational pivots in departments of laboratory medicine and pathology, including development and implementation of severe acute respiratory syndrome coronavirus 2 diagnostics in the face of unprecedented supply chain shortages. Laboratory medicine and pathology educational programs were affected in numerous ways. Here, we overview the effects of COVID-19 on the large, academic Department of Laboratory Medicine and Pathology educational practice at Mayo Clinic, highlighting lessons learned for the post-pandemic era and planning for the possibility of a future pandemic.

8.
Vox Sang ; 116(1): 116-122, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-32797679

RESUMEN

BACKGROUND: Daratumumab (DARA), a human IgG1K monoclonal antibody targeting CD38, is used to treat refractory multiple myeloma patients. CD38 is expressed on many cell types (RBCs, granulocytes, lymphocytes, etc.), and thus, DARA can interfere with serological tests. Information regarding how DARA affects anti-granulocyte antibody (AGA) testing and optimal neutralization of DARA will help laboratories perform accurate testing. METHODS: Screening of AGA was performed by the granulocyte agglutination test (GAT) and the flow cytometric granulocyte immunofluorescence test (Flow-GIFT). Samples were tested from patients on DARA (n = 7), non-transfused blood donors (healthy controls, n = 7) and AGA reactive samples (positive controls, n = 5). Two neutralization experiments, CD38 removal with DTT and DARA epitope blockage with mouse anti-CD38, were evaluated. RESULTS: Positive reactivity of human IgG binding was observed in 5/7 DARA cases when tested by Flow-GIFT; however, all 7 cases had negative GAT agglutination results. Further studies by Flow-GIFT revealed DARA concentrations >0·63 µg/ml bound to granulocytes. DARA binding was negated by DTT though a reduced Flow-GIFT sensitivity was observed in positive control samples due to increased background detection of human IgG. Mouse anti-CD38 neutralized the detection of human IgG observed in DARA-treated patient serum without effecting controls. CONCLUSION: We established that DARA can interfere with AGA testing, leading to false positive Flow-GIFT results without causing GAT agglutination. DTT treatment increased background binding of secondary antibodies causing a decrease in Flow-GIFT sensitivity. In comparison, blockage of the DARA binding epitope using mouse anti-CD38 antibody was effective in neutralizing DARA interference while maintaining Flow-GIFT sensitivity.


Asunto(s)
Pruebas de Aglutinación , Anticuerpos Bloqueadores , Anticuerpos Monoclonales/inmunología , Citometría de Flujo , Granulocitos/inmunología , Animales , Anticuerpos Monoclonales/uso terapéutico , Humanos , Ratones , Mieloma Múltiple/terapia
10.
Transfusion ; 60(10): 2284-2293, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32827167

RESUMEN

BACKGROUND: Platelet (PLT) transfusion refractoriness increases bleeding complications, hospital stays, and PLT inventory usage. Immune-mediated refractoriness can be evaluated for using a physical PLT crossmatch with ABO-compatible inventory and, if positive, managed with HLA-compatible PLT inventory and donors. Manual completion of these complex tasks can be time-consuming and potentially error-prone. This study was conducted to determine if a Web-based software application could improve process efficiency and accuracy. STUDY DESIGN AND METHODS: Workflow analysis was performed to identify process, data, and analytic requirements for a software application for three PLT transfusion-refractoriness associated tasks: (a) physical PLT crossmatch inventory selection, (b) HLA-compatible inventory selection, and (c) HLA-compatible donor selection. After software application development, a comparison study was performed over 10 consecutive days, with each task performed manually and with the software application (Platelet Virtual Crossmatch [PLT VXM]) for a different unique immune-mediated PLT transfusion-refractory recipient. Task completion time, number of incompatible units/donors presented, and number of documentation errors were compared. RESULTS: PLT VXM is a Web-based software application developed using R and the Shiny Web application framework. PLT VXM significantly reduced median task completion times by 4.5 (49%), 11.2 (79%), and 59.1 minutes (94%), respectively. PLT VXM did not present any incompatible PLT units or donors for user consideration. PLT VXM also had a lower number of documentation errors than the manual process, and none of these documentation errors were software generated. CONCLUSION: Computer-aided evaluation and management of immune-mediated PLT transfusion-refractory recipients can significantly improve workflow and reduce manual errors in this complex process.


Asunto(s)
Sistema del Grupo Sanguíneo ABO/sangre , Tipificación y Pruebas Cruzadas Sanguíneas , Plaquetas , Selección de Donante , Antígenos HLA , Internet , Transfusión de Plaquetas , Programas Informáticos , Adulto , Humanos , Persona de Mediana Edad
11.
Hum Immunol ; 81(8): 423-429, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32546429

RESUMEN

We explored the feasibility of obtaining accurate HLA type using pre-existing NGS data not generated for HLA purposes. 83 exomes and 500 targeted NGS pharmacogenomic panels were analyzed using Omixon HLA Explore, OptiType, and/or HLA-Genotyper software. Results were compared against clinical HLA genotyping. 765 (94.2%) Omixon and 769 (94.7%) HLA-Genotyper of 812 germline allele calls across class I/II loci and 402 (99.5%) of 404 OptiType class I calls were concordant to the second field (i.e. HLA-A*02:01). An additional 19 (2.3%) Omixon, 39 (4.8%) HLA-Genotyper, and 2 (0.5%) OptiType allele calls were first field concordant (i.e. HLA-A*02). Using Omixon, four alleles (0.4%) were discordant and 24 (3.0%) failed to call, while 4 alleles (0.4%) were discordant using HLA-Genotyper. Tumor exomes were also evaluated and were 85.4%, 91.6%, and 100% concordant (Omixon and HLA-Genotyper with 96 alleles tested, and Optitype with 48 class I alleles, respectively). The 15 exomes and 500 pharmacogenomic panels were 100% concordant for each pharmacogenomic allele tested. This work has broad implications spanning future clinical care (pharmacogenomics, tumor response to immunotherapy, autoimmunity, etc.) and research applications.


Asunto(s)
Antígenos HLA/genética , Alelos , Exoma/genética , Genotipo , Técnicas de Genotipaje/métodos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Prueba de Histocompatibilidad/métodos , Humanos , Análisis de Secuencia de ADN/métodos , Programas Informáticos
14.
Am J Disaster Med ; 14(2): 101-111, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31637691

RESUMEN

OBJECTIVES: In military settings, utilizing warm fresh whole blood (WFWB) was associated with reduced mortality; however, there are multiple challenges for administering WFWB to civilians. The authors aimed to determine barriers to hospital employees emergently donating to civilian WFWB programs. METHODS: We surveyed hospital employee willingness to donate emergently, familiarity with blood donation, and queried baseline demographics. The electronic survey was disseminated to a random sample of employees. Descriptive and univariate analyses were performed. RESULTS: Three thousand surveys were sent; 883 were returned (28 percent). The majority of respondents were female (n = 630, 71 percent). Respondent familiarity with WFWB donation included very/somewhat familiar (n = 381, 43 percent) and somewhat-not/not-at-all familiar (n = 356, 40 percent). Most were definitely or somewhat willing to emergently donate (n = 660, 75 percent). Four hundred and sixty would drive from home to donate (52 percent). The majority worked day-time shifts (n = 754, 85 percent). In regards to donation history, 366 (41 percent) had donated blood more than ten times, but 138 (16 percent) had never donated. Barriers to emergent donation were identified (55 percent), with the most common being childcare responsibilities (n = 242; 27 percent). CONCLUSIONS: Hospital employees are willing to donate WFWB emergently, but program implementation must address donor availability and logistical barriers. Future research should assess feasibility of a civilian WFWB program by determining regulatory challenges, development of a quality system for emergency donations, assessment of optimal workforce structure, potential impact to the general blood inventory, as well as patient and community perspectives regarding untested blood units.


Asunto(s)
Actitud del Personal de Salud , Donantes de Sangre , Desastres , Personal de Hospital/psicología , Transfusión Sanguínea , Planificación en Desastres , Femenino , Humanos , Encuestas y Cuestionarios
15.
Transfusion ; 59(9): 2840-2848, 2019 09.
Artículo en Inglés | MEDLINE | ID: mdl-31222775

RESUMEN

BACKGROUND: Recipients of hematopoietic stem cell transplantation (HSCT) are among the highest consumers of allogeneic red blood cell (RBC) and platelet (PLT) components. The impact of patient blood management (PBM) efforts on HSCT recipients is poorly understood. STUDY DESIGN AND METHODS: This observational study assessed changes in blood product use and patient-centered outcomes before and after implementing a multidisciplinary PBM program for patients undergoing HSCT at a large academic medical center. The pre-PBM cohort was treated from January 1 through September 31, 2013; the post-PBM cohort was treated from January 1 through September 31, 2015. RESULTS: We identified 708 patients; 284 of 352 (80.7%) in the pre-PBM group and 225 of 356 (63.2%) in the post-PBM group received allogeneic RBCs (p < 0.001). Median (interquartile range [IQR]) RBC volumes were higher before PBM than after PBM (3 [2-4] units vs. 2 [1-4] units; p = 0.004). A total of 259 of 284 pre-PBM patients (91.2%) and 57 of 225 (25.3%) post-PBM patients received RBC transfusions when hemoglobin levels were more than 7 g/dL (p < 0.001). The median (IQR) PLT transfusion quantities was 3 (2-5) units for pre-PBM patients and 2 (1-4) units for post-PBM patients (p < 0.001). For patients with PLT counts of more than 10 × 109 /L, a total of 1219 PLT units (73.4%) were transfused before PBM and 691 units (48.8%) were transfused after PBM (p < 0.001). Estimated transfusion expenditures were reduced by $617,152 (18.3%). We noted no differences in clinical outcomes or transfusion-related adverse events. CONCLUSION: Patient blood management implementation for HSCT recipients was associated with marked reductions in allogeneic RBC and PLT transfusions and decreased transfusion-related costs with no detrimental impact on clinical outcomes.


Asunto(s)
Seguridad de la Sangre , Implementación de Plan de Salud , Trasplante de Células Madre Hematopoyéticas , Anciano , Seguridad de la Sangre/efectos adversos , Seguridad de la Sangre/economía , Seguridad de la Sangre/métodos , Seguridad de la Sangre/normas , Análisis Costo-Beneficio , Transfusión de Eritrocitos/efectos adversos , Transfusión de Eritrocitos/economía , Transfusión de Eritrocitos/normas , Transfusión de Eritrocitos/estadística & datos numéricos , Femenino , Implementación de Plan de Salud/economía , Implementación de Plan de Salud/organización & administración , Implementación de Plan de Salud/normas , Trasplante de Células Madre Hematopoyéticas/efectos adversos , Trasplante de Células Madre Hematopoyéticas/economía , Trasplante de Células Madre Hematopoyéticas/métodos , Trasplante de Células Madre Hematopoyéticas/normas , Humanos , Masculino , Persona de Mediana Edad , Admisión del Paciente/economía , Admisión del Paciente/estadística & datos numéricos , Evaluación del Resultado de la Atención al Paciente , Readmisión del Paciente/economía , Readmisión del Paciente/estadística & datos numéricos , Seguridad del Paciente/economía , Seguridad del Paciente/normas , Transfusión de Plaquetas/efectos adversos , Transfusión de Plaquetas/economía , Transfusión de Plaquetas/métodos , Transfusión de Plaquetas/normas , Evaluación de Programas y Proyectos de Salud , Estudios Retrospectivos , Centros de Atención Terciaria/organización & administración , Centros de Atención Terciaria/normas , Reacción a la Transfusión/economía , Reacción a la Transfusión/epidemiología , Reacción a la Transfusión/terapia
17.
Biol Blood Marrow Transplant ; 24(9): 1906-1913, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29679771

RESUMEN

We carried out the first matched retrospective cohort study aimed at studying the safety and efficacy of extracorporeal photopheresis (ECP) for bronchiolitis obliterans syndrome (BOS) after allogeneic hematopoietic cell transplantation (HCT). Medical records of 1325 consecutive adult patients who underwent HCT between 2005 and 2015 were reviewed. Seventy-four patients (median age, 51 years) with a diagnosis of BOS were included in the study. After propensity-score matching for BOS severity, 26 patients who underwent ≥3 months of ECP were matched to 26 non-ECP-treated patients, who were assigned an index date corresponding to the ECP start date for their matched pairs. The rate of decline in FEV1 percentage predicted (FEV1PP) decreased after ECP initiation (and after index date in the non-ECP group), with no significant difference between the 2 groups (P = .33). On a multivariable analysis that included baseline transplant and pulmonary function test variables, matched related donor HCT (HR, .1; 95% CI, .03 to .5; P = .002), ECP (HR, .1; 95% CI, .01 to .3; P = .001), and slower rate of decline in FEV1PP before the ECP/index date (HR, .7; 95% CI, .6 to .8; P = .001) were associated with a better overall survival. At last follow-up, non-ECP-treated patients were more likely to be on >5 mg daily dose of prednisone (54% versus 23%; P = .04) and had a greater decline in their Karnofsky performance score (mean difference, -9.5 versus -1.6; P = .06) compared with ECP-treated-patients. In conclusion, compared with other BOS-directed therapies, ECP was found to improve survival in HCT patients with BOS, without significantly impacting measured pulmonary functions. These findings need prospective validation in a larger patient cohort.


Asunto(s)
Bronquiolitis Obliterante/terapia , Trasplante de Células Madre Hematopoyéticas/efectos adversos , Fotoféresis/métodos , Pruebas de Función Respiratoria/métodos , Acondicionamiento Pretrasplante/efectos adversos , Adulto , Anciano , Bronquiolitis Obliterante/patología , Femenino , Trasplante de Células Madre Hematopoyéticas/métodos , Trasplante de Células Madre Hematopoyéticas/mortalidad , Humanos , Masculino , Persona de Mediana Edad , Análisis de Supervivencia , Acondicionamiento Pretrasplante/métodos , Acondicionamiento Pretrasplante/mortalidad , Adulto Joven
18.
Hum Immunol ; 79(7): 532-536, 2018 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-29660451

RESUMEN

BACKGROUND: Matching at the HLA-A, HLA-B, HLA-C, HLA-DRB1, and HLA-DQB1 loci is important in donor selection for patients undergoing unrelated allogeneic hematopoietic stem cell transplantation (ASCT). Additional matching across the MHC gamma region may further improve outcomes. METHODS: The MHC gamma region was retrospectively genotyped in 66 adult recipients of ASCT and their 10/10 matched unrelated donors. A chart review was performed to determine whether MHC gamma matching impacted survival, relapse, or graft-versus-host disease. RESULTS: Of 66 donor-recipient pairs, 26(39.4%) were gamma-type matches, 34(51.5%) were mismatches, and 6(9.1%) were "indeterminate." Matching status was not associated with overall survival (p = 0.43), relapse (p = 0.21), acute GVHD (p = 0.43), severe aGVHD (p = 0.31), or chronic GVHD (p = 0.23) in univariate analyses, nor in multivariate analyses (p = 0.28, 0.13, 0.29, 0.16, and 0.67, respectively), with or without adjusting for HLA-DPB1 matching status. CONCLUSIONS: In our single institution study, gamma-type matching status was not associated with outcomes of adult ASCT recipients.


Asunto(s)
Genotipo , Antígenos HLA/genética , Neoplasias Hematológicas/inmunología , Complejo Mayor de Histocompatibilidad/genética , Trasplante de Células Madre , Adulto , Anciano , Proteínas del Sistema Complemento/genética , Femenino , Proteínas de Choque Térmico/genética , Neoplasias Hematológicas/mortalidad , Histocompatibilidad , Prueba de Histocompatibilidad , Humanos , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Estudios Retrospectivos , Análisis de Supervivencia , Donantes de Tejidos , Receptores de Trasplantes , Trasplante Homólogo , Resultado del Tratamiento , Factor de Necrosis Tumoral alfa/genética
19.
Anesth Analg ; 127(2): 349-357, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-29596103

RESUMEN

BACKGROUND: Plasma transfusion is commonly performed for the correction of abnormal coagulation screening tests. The goal of this investigation was to assess the relationship between the dose of plasma administered and changes in coagulation test results in a large and diverse cohort of patients with varying levels of coagulation abnormalities and comorbid disease and in a variety of clinical settings. METHODS: In this single-center historical cohort study, all plasma transfusion episodes in adult patients with abnormal coagulation screening tests were extracted between 2011 and 2015. The primary outcome was the proportion of patients attaining normal posttransfusion international normalized ratio (INR ≤ 1.1) with secondary outcomes including the proportion of patients attaining partial normalization of INR (INR ≤ 1.5) or at least 50% normalization in pretransfusion values with respect to an INR of 1.1. RESULTS: In total, 6779 unique patients received plasma with a median (quartiles) pretransfusion INR of 1.9 (1.6-2.5) and a median transfusion volume of 2 (2-3) units. The majority (85%) of transfusions occurred perioperatively, with 20% of transfusions administered prophylactically before a procedure. The median decrease in INR was 0.4 (0.2-0.8). Complete INR normalization was obtained in 12%. Reductions in INR were modest with pretransfusion INR values <3. Patients receiving ≥3 units of plasma were more likely to achieve at least 50% normalization in INR than those receiving ≤2 units (68% vs 60%; P < .001). CONCLUSIONS: Changes in INR after plasma transfusion were modest at typically used clinical doses, particularly in those with less severely deranged baseline coagulation screening tests. Further studies are necessary to assess the relationships between plasma-mediated changes in INR and clinical outcomes.


Asunto(s)
Trastornos de la Coagulación Sanguínea/terapia , Coagulación Sanguínea , Transfusión de Componentes Sanguíneos/métodos , Relación Normalizada Internacional , Anciano , Anciano de 80 o más Años , Trastornos de la Coagulación Sanguínea/sangre , Eliminación de Componentes Sanguíneos , Comorbilidad , Femenino , Humanos , Masculino , Tamizaje Masivo/métodos , Persona de Mediana Edad , Intercambio Plasmático , Transfusión de Plaquetas , Reproducibilidad de los Resultados , Estudios Retrospectivos , Resultado del Tratamiento , Vitamina K/análisis
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