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1.
Br J Haematol ; 192(5): 932-941, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33506990

RESUMEN

Risk assessment for patients with sickle cell disease (SCD) remains challenging as it depends on an individual physician's experience and ability to integrate a variety of test results. We aimed to provide a new risk score that combines clinical, laboratory, and imaging data. In a prospective cohort of 600 adult patients with SCD, we assessed the relationship of 70 baseline covariates to all-cause mortality. Random survival forest and regularised Cox regression machine learning (ML) methods were used to select top predictors. Multivariable models and a risk score were developed and internally validated. Over a median follow-up of 4·3 years, 131 deaths were recorded. Multivariable models were developed using nine independent predictors of mortality: tricuspid regurgitant velocity, estimated right atrial pressure, mitral E velocity, left ventricular septal thickness, body mass index, blood urea nitrogen, alkaline phosphatase, heart rate and age. Our prognostic risk score had superior performance with a bias-corrected C-statistic of 0·763. Our model stratified patients into four groups with significantly different 4-year mortality rates (3%, 11%, 35% and 75% respectively). Using readily available variables from patients with SCD, we applied ML techniques to develop and validate a mortality risk scoring method that reflects the summation of cardiopulmonary, renal and liver end-organ damage. Trial Registration: ClinicalTrials.gov Identifier: NCT#00011648.


Asunto(s)
Anemia de Células Falciformes/mortalidad , Fenotipo , Medición de Riesgo , Adolescente , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Fosfatasa Alcalina/sangre , Anemia de Células Falciformes/sangre , Nitrógeno de la Urea Sanguínea , Índice de Masa Corporal , Estudios de Casos y Controles , Análisis por Conglomerados , Femenino , Estudios de Seguimiento , Frecuencia Cardíaca , Válvulas Cardíacas/fisiopatología , Humanos , Aprendizaje Automático , Masculino , Persona de Mediana Edad , Modelos Biológicos , Pronóstico , Modelos de Riesgos Proporcionales , Estudios Prospectivos , Adulto Joven
2.
Biol Blood Marrow Transplant ; 25(3): 577-586, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30342913

RESUMEN

Human cytomegalovirus (CMV) infection and disease remains a significant cause of morbidity and mortality for hematopoietic cell transplantation (HCT) recipients. Disruption of or weak reconstitution of virus-specific cellular immune function, such as with certain HCT approaches, poses significant risk for CMV-related complications. The incidence of and risk factors for CMV infection and the nature of CMV disease were evaluated retrospectively among 356 consecutive HCT recipients transplanted at the National Institutes of Health using all graft sources, including bone marrow, peripheral blood stem cell (PBSC), and umbilical cord blood (UCB), and a range of in vivo and ex vivo approaches for graft-versus-host disease (GVHD) prophylaxis. The cumulative incidence of CMV infection was higher for CMV-seropositive recipients at 33%, regardless of donor CMV serostatus. Patients transplanted with CMV-seropositive donors had a significantly shorter duration of antiviral therapy. Among graft sources UCB was associated with the highest cumulative incidence of CMV infection at 65% and significantly longer treatment duration at a median of 36days, whereas PBSC HCT was associated with the lowest incidence at 26% and the shortest CMV treatment duration at a median of 21days. There were significant differences in the cumulative incidence of CMV infection by T cell manipulation strategy when systemic steroids were included as a risk-modifying event. Over one-third of CMV infections occurred in the setting of systemic steroid administration. CMV disease occurred in 5% of HCT recipients, with 70% of cases in the setting of treatment for GVHD. Although factors related to serostatus, graft source, and GVHD prophylaxis were associated with varied CMV infection incidence, unplanned post-HCT corticosteroid therapy contributed greatly to the incidence of both CMV infection and disease across HCT approaches, highlighting this post-HCT intervention as a key time to potentially tailor the approach to monitoring, preemptive therapy, and even prophylaxis.


Asunto(s)
Infecciones por Citomegalovirus/terapia , Trasplante de Células Madre Hematopoyéticas/métodos , Adulto , Antivirales/uso terapéutico , Infecciones por Citomegalovirus/etiología , Femenino , Enfermedad Injerto contra Huésped/complicaciones , Enfermedad Injerto contra Huésped/tratamiento farmacológico , Trasplante de Células Madre Hematopoyéticas/efectos adversos , Humanos , Incidencia , Masculino , Persona de Mediana Edad , National Institutes of Health (U.S.) , Estudios Retrospectivos , Factores de Riesgo , Esteroides/efectos adversos , Donantes de Tejidos , Estados Unidos
3.
Pediatr Blood Cancer ; 66(8): e27771, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31012246

RESUMEN

Pediatric phase I clinical oncology trials represent a unique cohort of patients who have not responded to standard therapies and remain highly vulnerable to treatment toxicity and/or disease burden. Incorporating a palliative care consultation into the care plan for those with relapsed/refractory cancer where chance of cure is limited is generally recommended. A retrospective chart review of pediatric phase I trials revealed that palliative care was consulted in <20% of patients, most often for symptom management. Efforts to increase the use of palliative services in this population may enhance quality of life for children and families enrolled in phase I studies.


Asunto(s)
Ensayos Clínicos Fase I como Asunto/estadística & datos numéricos , Neoplasias/terapia , Cuidados Paliativos/estadística & datos numéricos , Calidad de Vida , Derivación y Consulta/estadística & datos numéricos , Nivel de Atención/estadística & datos numéricos , Adolescente , Femenino , Estudios de Seguimiento , Humanos , Masculino , Pronóstico , Estudios Retrospectivos
4.
Hepatology ; 66(3): 825-833, 2017 09.
Artículo en Inglés | MEDLINE | ID: mdl-28470683

RESUMEN

Healthy volunteers are crucial for biomedical research. Inadvertent inclusion of subjects with nonalcoholic fatty liver disease (NAFLD) as controls can compromise study validity and subject safety. Given the rising prevalence of NAFLD in the general population, we sought to identify its prevalence and potential impact in volunteers for clinical trials. We conducted a cross-sectional study of subjects who were classified as healthy volunteers between 2011 and 2015 and had no known liver disease. Subjects were classified as presumed NAFLD (pNF; alanine aminotransferase [ALT] level ≥ 20 for women or ≥ 31 for men and body mass index [BMI] > 25 kg/m2 ), healthy non-NAFLD controls (normal ALT and BMI), or indeterminate. A total of 3160 subjects participated as healthy volunteers in 149 clinical trials (1-29 trials per subject); 1732 of these subjects (55%) had a BMI > 25 kg/m2 and 1382 (44%) had abnormal ALT. pNF was present in 881 subjects (27.9%), and these subjects were older than healthy control subjects and had higher triglycerides, low-density lipoprotein cholesterol, and HbA1c and lower high-density lipoprotein cholesterol (P < 0.001 for all). The 149 trials included 101 non-interventional, 33 interventional, and 15 vaccine trials. The impact on study validity of recruiting NAFLD subjects as controls was estimated as likely, probable, and unlikely in 10, 41, and 98 trials, respectively. The proportion of pNF subjects (28%-29%) did not differ by impact. Only 14% of trials used both BMI and ALT for screening. ALT cutoffs for screening were based on local reference values. Grade 3-4 ALT elevations during the study period were rare but more common in pNF subjects than in healthy control subjects (4 versus 1). CONCLUSION: NAFLD is common and often overlooked in volunteers for clinical trials, despite its potential impact on subject safety and validity of study findings. Increased awareness of NAFLD prevalence and stricter ALT cutoffs may ameliorate this problem. (Hepatology 2017;66:825-833).


Asunto(s)
Investigación Biomédica , Voluntarios Sanos/clasificación , Enfermedad del Hígado Graso no Alcohólico/patología , Adulto , Anciano , Anciano de 80 o más Años , Índice de Masa Corporal , Estudios de Casos y Controles , Ensayos Clínicos como Asunto , Estudios Transversales , Humanos , Pruebas de Función Hepática , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Valores de Referencia , Reproducibilidad de los Resultados , Estudios Retrospectivos , Adulto Joven
5.
Biol Blood Marrow Transplant ; 20(7): 969-78, 2014 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-24657447

RESUMEN

The mortality rate of alveolar hemorrhage (AH) after allogeneic hematopoietic stem cell transplantation is greater than 60% with supportive care and high-dose steroid therapy. We performed a retrospective cohort analysis to assess the benefits and risks of recombinant human factor VIIa (rFVIIa) as a therapeutic adjunct for AH. Between 2005 and 2012, 57 episodes of AH occurred in 37 patients. Fourteen episodes (in 14 patients) were treated with steroids alone, and 43 episodes (in 23 patients) were treated with steroids and rFVIIa. The median steroid dose was 1.9 mg/kg/d (interquartile range [IQR], 0.8 to 3.5 mg/kg/d; methylprednisolone equivalents) and did not differ statistically between the 2 groups. The median rFVIIa dose was 41 µg/kg (IQR, 39 to 62 µg/kg), and a median of 3 doses (IQR, 2 to 17) was administered per episode. Concurrent infection was diagnosed in 65% of the episodes. Patients had moderately severe hypoxia (median PaO2/FiO2, 193 [IQR, 141 to 262]); 72% required mechanical ventilation, and 42% survived to extubation. The addition of rFVIIa did not alter time to resolution of AH (P = .50), duration of mechanical ventilation (P = .89), duration of oxygen supplementation (P = .55), or hospital mortality (P = .27). Four possible thrombotic events (9% of 43 episodes) occurred with rFVIIa. rFVIIa in combination with corticosteroids did not confer clear clinical advantages compared with corticosteroids alone. In patients with AH following hematopoietic stem cell transplantation, clinical factors (ie, worsening infection, multiple organ failure, or recrudescence of primary disease) may be more important than the benefit of enhanced hemostasis from rFVIIa.


Asunto(s)
Factor VIIa/uso terapéutico , Trasplante de Células Madre Hematopoyéticas/efectos adversos , Hemorragia/tratamiento farmacológico , Hemorragia/etiología , Enfermedades Pulmonares/tratamiento farmacológico , Acondicionamiento Pretrasplante/efectos adversos , Adolescente , Adulto , Anciano , Niño , Estudios de Cohortes , Femenino , Humanos , Enfermedades Pulmonares/etiología , Enfermedades Pulmonares/patología , Masculino , Persona de Mediana Edad , Alveolos Pulmonares/patología , Proteínas Recombinantes/uso terapéutico , Estudios Retrospectivos , Trasplante Homólogo , Adulto Joven
6.
J Clin Microbiol ; 52(12): 4356-8, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25253799

RESUMEN

We compared paired enzyme immunoassay (EIA) and latex agglutination (LA) assay results with 185 blood and 164 cerebrospinal fluid (CSF) samples from 44 and 33 non-HIV cryptococcosis patients, respectively. The LA assay cutoff of 1:256 in the blood and 1:32 in the CSF was most highly predictive of a positive EIA result. The EIA missed 18.4% detected by the LA assay in the blood samples and 7.8% detected by the LA assay in the CSF samples. We note here the improved sensitivity of the LA assay over the EIA in non-HIV patients.


Asunto(s)
Criptococosis/diagnóstico , Pruebas Diagnósticas de Rutina/métodos , Técnicas para Inmunoenzimas/métodos , Adulto , Sangre/microbiología , Líquido Cefalorraquídeo/microbiología , Humanos , Pruebas de Fijación de Látex/métodos , Estudios Retrospectivos , Sensibilidad y Especificidad
7.
J Biomed Inform ; 52: 11-27, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-24262893

RESUMEN

The US National Institutes of Health (NIH) has developed the Biomedical Translational Research Information System (BTRIS) to support researchers' access to translational and clinical data. BTRIS includes a data repository, a set of programs for loading data from NIH electronic health records and research data management systems, an ontology for coding the disparate data with a single terminology, and a set of user interface tools that provide access to identified data from individual research studies and data across all studies from which individually identifiable data have been removed. This paper reports on unique design elements of the system, progress to date and user experience after five years of development and operation.


Asunto(s)
Ontologías Biológicas , Investigación Biomédica/métodos , Sistemas de Administración de Bases de Datos , Investigación Biomédica Traslacional/métodos , Registros Electrónicos de Salud , Humanos , National Institutes of Health (U.S.) , Estados Unidos
8.
Transplant Cell Ther ; 28(3): 164.e1-164.e8, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-34936929

RESUMEN

Allogeneic hematopoietic stem cell transplantation (HSCT) carries significant risks of morbidity and mortality. Participation in advance care planning (ACP) is crucial to promote patient-centered care and has been shown to have positive impacts on patients, caregivers, and providers. Historically, both HSCT recipients and adolescents and young adults (AYAs) are significantly less likely to engage in ACP. We sought to characterize ACP utilization in AYAs undergoing HSCT by evaluating the frequency of different types of ACP documentation over time and identifying demographic and clinical factors associated with documentation of each type of ACP. We conducted a single-center retrospective review of the electronic health record (EHR) of AYAs (age 15 to 39 years) who underwent allogeneic HSCT between 2015 and 2020. EHR documents were screened for 3 predefined categories of ACP: (1) advance directives (ADs) or medical orders (MOs), which included proof of signed paper directives, expressions of preferred code status, and identification of a healthcare proxy; (2) goals of care (GOC) conversations, which included discussions of medical care in a specific situation informed by patients' priorities; and (3) other ACP conversations, which included more general discussions of patients' values regarding their care or legacy wishes. Documents were coded by 2 researchers, and discrepant categorizations were reviewed by a third researcher. Patients age <18 years on the day of transplantation were excluded in the analyses of AD/MO documentation. Univariate and multivariate logistic regression were used to test for associations between patient factors and documentation of each type of ACP. For deceased patients, Kaplan-Meier curves were created to illustrate the time-to-event relationship between days before death and documentation of each type of ACP. Sixty-eight thousand documents associated with 219 patients were reviewed, and 666 ACP documents associated with 190 patients were identified. Few of the 219 patients had documented GOC (n = 29; 13%) or other ACP conversations (n = 81; 37%). A subset of patients (n = 28; 13%) had no documented ACP. Most of the 201 patients age ≥18 years had a documented AD/MO (n = 172; 86%). No tested factors were significantly associated with documentation of ADs/MOs. GOC and other ACP conversations were more likely to occur in patients with a palliative care consult, and patients with a malignant diagnosis were also more likely to engage in GOC conversations. More than 50% of the documentation occurred in the subset of 39 deceased patients, with one-half of AD/MO documentation in the last 67 days of life, one-half of other ACP documentation in the last 20 days of life, and one-half of GOC documentation in the final 2 days of life. Although the majority of AYA patients receiving HSCT did have documentation of ADs/MOs, few patients had documented GOC or other ACP conversations. The bulk of all ACP conversations occurred in patients that ultimately died and who were very close to the end of life. Our results support ongoing efforts to improve the implementation of ACP in this vulnerable population, particularly for those undergoing HSCT for nonmalignant conditions.


Asunto(s)
Planificación Anticipada de Atención , Trasplante de Células Madre Hematopoyéticas , Adolescente , Adulto , Directivas Anticipadas , Trasplante de Células Madre Hematopoyéticas/métodos , Humanos , Cuidados Paliativos , Estudios Retrospectivos , Adulto Joven
9.
Hepatol Commun ; 5(11): 1848-1859, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34558821

RESUMEN

Fatty liver (FL) is associated with altered activity of hepatic drug-metabolizing enzymes, but the clinical significance is unknown. Many anesthetic agents are metabolized in the liver. We aimed to determine whether FL impacts recovery from anesthesia as a surrogate for altered drug metabolism. This was a single-center, retrospective, case-control study of all adults who underwent anesthesia and concurrent abdominal imaging (n = 2,021) in a hospital setting. FL (n = 234) was identified through radiology reports. Anesthesia recovery, the primary endpoint, was defined by Aldrete's recovery score (RS, 0-10), assessed following postanesthesia care unit (PACU) arrival, with RS ≥8 considered discharge eligible. FL and controls were compared using univariate and multivariate analyses, adjusting for confounders. A secondary matched-pairs analysis matched FL and controls 1:1 for confounders. Time from airway removal to discharge eligibility was compared using multivariate Cox regression. On PACU arrival, 54.1% of FL were discharge eligible compared to 61.7% of controls (P = 0.03), with lower activity scores on univariate (P = 0.03) and multivariate analysis (P = 0.03). On matched-pairs analysis, discharge eligibility, activity, consciousness, and total RSs were lower in FL (P ≤ 0.04 for all). Median time from airway removal to discharge eligibility was 43% longer in FL (univariate, P = 0.01; multivariate hazard ratio, 1.32; P = 0.046). To further exclude confounding by obesity, we performed a sensitivity analysis limited to a body mass index <30, where FL was still associated with lower activity (P = 0.03) and total RS (P = 0.03). Conclusion: Patients with FL have delayed recovery from anesthesia, suggesting altered drug metabolism independent of metabolic risk factors.


Asunto(s)
Periodo de Recuperación de la Anestesia , Anestesia General/efectos adversos , Retraso en el Despertar Posanestésico/etiología , Hígado Graso/complicaciones , Adulto , Anciano , Extubación Traqueal/estadística & datos numéricos , Estudios de Casos y Controles , Retraso en el Despertar Posanestésico/epidemiología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Alta del Paciente/estadística & datos numéricos , Modelos de Riesgos Proporcionales , Estudios Retrospectivos , Factores de Riesgo , Factores de Tiempo
10.
Otol Neurotol ; 40(6): e657-e664, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-31157723

RESUMEN

OBJECTIVE: To identify audiologic and otologic outcomes in previously healthy non-HIV patients with cryptococcal meningoencephalitis (CM). STUDY DESIGN: Retrospective case review of a subset of patients recruited in a prospective observational study following previously healthy individuals who developed CM. SETTING: Tertiary referral center, National Institutes of Health Clinical Center. PATIENTS: Previously healthy adult patients with CM without immune suppressive therapy before disease onset. INTERVENTIONS: Diagnostic evaluations included audiometry, acoustic immittance, otoacoustic emissions, and auditory brainstem response studies, in addition to neurotologic assessment. RESULTS: Twenty-nine patients (58 years) underwent audiologic evaluation between 6 months and 3.5 years after CM diagnosis; 21 patients were seen for longitudinal assessment with an average duration of follow up of 20.3 months. Nearly three-quarters (73%) of the cohort presented with hearing loss, most commonly (90%) sensorineural in origin. The most frequent degree of loss was mild and then moderate, although some patients had severe or profound impairment. Hearing loss improved (43%) or remained stable (38%) in most cases. Ears with internal auditory canal enhancement on magnetic resonance imaging (MRI) had significantly more hearing loss than those without enhancement, although a similar finding was not observed with gyral enhancement or the presence of ependymitis or ventricular volume expansion. Hearing loss was not associated with reduced cerebrospinal fluid (CSF) glucose, CSF total protein, cryptococcal antigen, or total cell count. CONCLUSIONS: Hearing loss is a common manifestation of cryptococcal meningitis in previously healthy patients and may involve a cochlear or neural site of lesion, or both. Routine surveillance of hearing in patients is recommended, regardless of symptomatology, to ensure early and appropriate intervention and care.


Asunto(s)
Oído Interno/fisiopatología , Potenciales Evocados Auditivos del Tronco Encefálico/fisiología , Pérdida Auditiva Sensorineural/etiología , Meningoencefalitis/complicaciones , Emisiones Otoacústicas Espontáneas/fisiología , Adulto , Anciano , Audiometría , Cóclea/diagnóstico por imagen , Cóclea/fisiopatología , Oído Interno/diagnóstico por imagen , Femenino , Audición/fisiología , Pérdida Auditiva Sensorineural/diagnóstico por imagen , Pérdida Auditiva Sensorineural/fisiopatología , Humanos , Imagen por Resonancia Magnética , Masculino , Meningoencefalitis/diagnóstico por imagen , Meningoencefalitis/fisiopatología , Persona de Mediana Edad , Estudios Retrospectivos , Tomografía Computarizada por Rayos X , Adulto Joven
11.
J Clin Endocrinol Metab ; 102(7): 2179-2187, 2017 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-28323961

RESUMEN

Context: Perioperative increases in adrenocorticotropic hormone (ACTH) and cortisol mimic results of corticotropin-releasing hormone (CRH) stimulation testing. This phenomenon may help identify patients with residual adenoma after transsphenoidal surgery (TSS) for Cushing disease (CD). Objective: To predict nonremission after TSS for CD. Design: Retrospective case-control study of patients treated at a single center from December 2003 until July 2016. Early and medium-term remission were assessed at 10 days and 11 months. Patients and Setting: Two hundred and ninety-one consecutive TSS cases from 257 patients with biochemical evidence of CD seen at a clinical center. Interventions: Normalized early postoperative values (NEPVs) for cortisol and ACTH were calculated as immediate postoperative cortisol or ACTH levels minus preoperative post-CRH-stimulation test levels. Main Outcome Measures: Prediction of early nonremission was evaluated using logistic regression. Prediction of medium-term remission was assessed using Cox regression. Predictive ability was quantified by area under the receiver operating characteristic curve (AUROC). Results: NEPVs for cortisol and ACTH predicted early nonremission [adjusted odds ratio (OR): 1.1; 95% confidence interval (CI): 1.0, 1.1; P = 0.016 and adjusted OR: 1.0; 95% CI: 1.0, 1.0; P = 0.048, respectively]. AUROC for NEPV of cortisol was 0.78 (95% CI: 0.61, 0.95); for NEPV of ACTH, it was 0.80 (95% CI: 0.61, 0.98). NEPVs for cortisol and ACTH predicted medium-term nonremission [hazard ratio (HR): 1.1; 95% CI: 1.0, 1.1; P = 0.023 and HR: 1.0; 95% CI: 1.0, 1.0; P = 0.025, respectively]. Conclusions: NEPVs for cortisol and ACTH predicted nonremission after TSS for CD.


Asunto(s)
Hormona Adrenocorticotrópica/sangre , Hidrocortisona/sangre , Hipersecreción de la Hormona Adrenocorticotrópica Pituitaria (HACT)/cirugía , Adulto , Factores de Edad , Biomarcadores/sangre , Femenino , Humanos , Masculino , Hipersecreción de la Hormona Adrenocorticotrópica Pituitaria (HACT)/sangre , Periodo Posoperatorio , Valor Predictivo de las Pruebas , Pronóstico , Valores de Referencia , Inducción de Remisión , Estudios Retrospectivos , Factores Sexuales
12.
Stud Health Technol Inform ; 192: 632-6, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23920633

RESUMEN

The US National Institutes of Health has developed a repository of clinical research data drawn in part from electronic health records. A new de-identified data query tool under development has been developed to support re-use of these data. We used a collection of 30 human-mediated user queries to determine whether features of the tool will be sufficient to allow users to carry out the queries themselves. The results show that the tool implemented in February 2013 will carry out a small percentage of user queries but the planned extensions will be sufficient for carrying out the majority of such queries. Future development of the tool will include extensions that correspond to the features found in human-mediated queries.


Asunto(s)
Seguridad Computacional , Confidencialidad , Minería de Datos/métodos , Registros Electrónicos de Salud , Almacenamiento y Recuperación de la Información/métodos , Programas Informáticos , Interfaz Usuario-Computador , Sistemas de Administración de Bases de Datos
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