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INTRODUCTION: As preterm infants are susceptible to hyperbilirubinemia, they require frequent close monitoring. Prior to initiation of phototherapy, hour-specific total serum bilirubin (TSB) percentile cut-points are lacking in these infants, which led to the current study. METHODS: A multi-site retrospective cohort study of preterm infants born between January 2013 and June 2017 was completed at 3 NICUs in Ontario, Canada. A total of 2,549 infants born at 290/7-356/7 weeks' gestation contributed 6,143 pre-treatment TSB levels. Hour-specific TSB percentiles were generated using quantile regression, further described by degree of prematurity, and among those who subsequently received phototherapy. RESULTS: Among all infants, at birth, hour-specific pre-treatment, TSB percentiles were 36.1 µmol/L (95% confidence interval [CI]: 34.3-39.3) at the 40th, 52.3 µmol/L (49.4-55.1) at the 75th, and 79.5 µmol/L (72.1-89.6) at the 95th percentiles. The corresponding percentiles were 39.3 µmol/L (35.9-43.2), 55.4 µmol/L (52.1-60.2), and 87.1 µmol/L (CI 70.5-102.4) prior to initiating phototherapy and 24.4 µmol/L (20.4-28.8), 35.3 µmol/L (31.1-41.5), and 52.0 µmol/L (46.1-62.4) among those who did not receive phototherapy. Among infants born at 29-32 weeks, pre-treatment TSB percentiles were 53.9 µmol/L (49.4-61.0) and 95.5 µmol/L (77.5-105.0) at the 75th and 95th percentiles, with respective values of 48.7 µmol/L (43.0-52.3), and 74.1 µmol/L (64.8-83.2) for those born at 33-35 weeks' gestation. CONCLUSION: Hour-specific TSB percentiles, derived from a novel nomogram, may inform how bilirubin is described in preterm newborns. Further research of pre-treatment TSB levels is required before clinical consideration.
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Hiperbilirrubinemia Neonatal , Ictericia Neonatal , Bilirrubina , Femenino , Edad Gestacional , Humanos , Hiperbilirrubinemia Neonatal/diagnóstico , Hiperbilirrubinemia Neonatal/terapia , Lactante , Recién Nacido , Recien Nacido Prematuro , Fototerapia , Estudios RetrospectivosAsunto(s)
Hiperbilirrubinemia Neonatal , Ictericia Neonatal , Bilirrubina , Femenino , Humanos , Recién Nacido , Nomogramas , EmbarazoRESUMEN
OBJECTIVE: To develop a statistically rigorous, hour-specific bilirubin nomogram for newborns based on a very large data set; and use it prospectively as a replacement for the 1999 Bhutani nomogram. STUDY DESIGN: This was a retrospective analysis of first total serum bilirubin (TSB) measurements from 15 years of universal bilirubin screening during birth hospitalizations at 20 Intermountain Healthcare hospitals. Hour-specific TSB values were assembled into a nomogram by percentile, and subgroups were compared. RESULTS: The information obtained included robust data in the first 12 hours after birth (which was not included in the 1999 nomogram), general agreement with the 1999 nomogram for values in the first 60 hours, but higher 75th and 95th percentile TSB values thereafter in the new version, no difference in TSB between male and female infants, higher TSB values among earlier gestation neonates (350/7-366/7 weeks vs ≥37 weeks, P < .0001), and lower TSB values in neonates of Black race (P < .0001) and higher values in neonates of Asian race (P < .001). CONCLUSIONS: An updated and more informative Bhutani neonatal bilirubin nomogram, based on 140 times the number of subjects included the 1999 version, is now in place in our health care system.
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Bilirrubina/sangre , Hiperbilirrubinemia/sangre , Hiperbilirrubinemia/diagnóstico , Factores de Edad , Femenino , Edad Gestacional , Humanos , Recién Nacido , Masculino , Tamizaje Neonatal , Nomogramas , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Medición de Riesgo , Factores de TiempoRESUMEN
This study assessed a large-scale national distribution of phototherapy (PT) for infants at risk for severe hyperbilirubinemia. We combined healthcare data for infants with jaundice (using local clinical definitions) with a randomized roll-out of PT devices to estimate the causal effect of the national distribution. Pre-intervention, <3.0% of infants were diagnosed as jaundiced, 41.7% of these infants were not tested for bilirubin, and 17.5% and 34.3% were treated with direct sunlight or standard PT, respectively. We found that providing hospitals with PT devices increased care practices: infants with jaundice were more likely to receive PT [+6.26 percentage points (pp)], and less likely to receive sunlight (-6.96 pp) or standard (irradiance < 30 µW/cm2/nm) PT (-14.0 pp). However, the intervention did not affect the low diagnosis rate. Our findings suggest that complementary investments in improving diagnosis and monitoring of bilirubin levels increases the benefits of expanding provider access to PT devices.
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Ictericia Neonatal , Atención a la Salud , Humanos , Lactante , Recién Nacido , Ictericia Neonatal/terapia , Fototerapia , Rwanda , TecnologíaRESUMEN
OBJECTIVE: Adherence to guidelines for phototherapy initiation in preterm infants was 39% in our academic NICU (61% of phototherapy was initiated at total bilirubin (TB) levels below recommended thresholds). We hypothesized that adoption of an electronic health record integrated clinical decision support (CDS) tool would improve adherence to phototherapy guidelines. STUDY DESIGN: We developed and implemented Premie BiliRecs (PBR), a novel CDS tool for phototherapy initiation in preterm infants from 27 through 34 weeks postmenstrual age. The primary outcome measure was the proportion of phototherapy initiation events consistent with recommended TB thresholds. RESULT: Following the implementation of PBR, adherence to guidelines for phototherapy initiation in preterm infants increased to 69.8% (p < 0.001), an improvement of 77%. There was no increase in the incidence of severe hyperbilirubinemia nor exchange transfusions. CONCLUSION: The adoption of PBR was associated with improved adherence to phototherapy guidelines in preterm infants without increased adverse events.
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Sistemas de Apoyo a Decisiones Clínicas , Hiperbilirrubinemia Neonatal , Bilirrubina , Humanos , Hiperbilirrubinemia Neonatal/terapia , Recién Nacido , Recien Nacido Prematuro , FototerapiaRESUMEN
OBJECTIVE: To compare total serum bilirubin (TSB) levels, phototherapy usage, and hospital readmission for jaundice among neonates with Down syndrome vs controls. STUDY DESIGN: A retrospective cohort study using 15 years of multihospital data. We created control reference intervals (5th, median, and 95th percentiles) for initial TSB values hourly during the first days after birth, and determined the proportion of neonates with Down syndrome whose TSB exceeded the 95th percentile control interval. We determined the proportion with an initial TSB exceeding the upper control reference interval, the highest TSB recorded, the percentage of neonates receiving phototherapy, and the rate of hospital readmission for jaundice treatment. RESULTS: We compared 357 neonates with Down syndrome with 377 368 controls. Compared with controls, those with Down syndrome had 4.7 times the risk (95% CI, 3.9-5.7; P < .0001) of an initial TSB exceeding the 95th percentile control interval (23.5% vs 5.0%), 8.9 times (95% CI, 8.1-9.8; P < .0001) the phototherapy usage (62.2% vs 7.0%), and 3.6 times (95% CI, 1.6-8.2; P = .0075) the readmission rate for jaundice (17.4 vs 4.8 per 1000 live births). CONCLUSIONS: Neonates with Down syndrome have a substantial risk of early hyperbilirubinemia. The American Academy of Pediatrics currently advises obtaining an early screening complete blood count from neonates with Down syndrome. We submit that assessing their TSB is also advisable.
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Síndrome de Down/complicaciones , Hiperbilirrubinemia Neonatal/complicaciones , Factores de Edad , Bilirrubina/sangre , Estudios de Cohortes , Síndrome de Down/sangre , Femenino , Humanos , Hiperbilirrubinemia Neonatal/sangre , Hiperbilirrubinemia Neonatal/epidemiología , Hiperbilirrubinemia Neonatal/terapia , Recién Nacido , Masculino , Readmisión del Paciente/estadística & datos numéricos , Fototerapia , Valores de Referencia , Estudios Retrospectivos , Medición de RiesgoRESUMEN
A breakthrough discovery 60 years ago by Cremer et al. has since changed the way we treat infants with hyperbilirubinemia and saved the lives of millions from death and disabilities. "Photobiology" has evolved by inquiry of diverse light sources: fluorescent tubes (wavelength range of 400-520 nm; halogen spotlights that emit circular footprints of light; fiberoptic pads/blankets (mostly, 400-550 nm range) that can be placed in direct contact with skin; and the current narrow-band blue light-emitting diode (LED) light (450-470 nm), which overlaps the peak absorption wavelength (458 nm) for bilirubin photoisomerization. Excessive bombardment with photons has raised concerns for oxidative stress in very low birthweight versus term infants treated aggressively with phototherapy. Increased emphasis on prescribing phototherapy as a "drug" that is dosed cautiously and judiciously is needed. In this historical review, we chronicled the basic to the neurotoxic components of severe neonatal hyperbilirubinemia and the use of standardized interventions.
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Ictericia Neonatal/terapia , Fototerapia , Historia del Siglo XV , Historia del Siglo XVIII , Historia del Siglo XX , Historia del Siglo XXI , Humanos , Hiperbilirrubinemia Neonatal/historia , Hiperbilirrubinemia Neonatal/terapia , Recién Nacido , Recien Nacido Prematuro , Enfermedades del Prematuro/terapia , Recién Nacido de muy Bajo Peso , Ictericia Neonatal/historia , Fototerapia/efectos adversos , Fototerapia/instrumentación , Control de CalidadRESUMEN
OBJECTIVE: To evaluate the feasibility of auditory monitoring of neurophysiological status using frequency-following response (FFR) in neonates with progressive moderate hyperbilirubinemia, measured by transcutaneous (TcB) levels. STUDY DESIGN: ABR and FFR measures were compared and correlated with TcB levels across three groups. Group I was a healthy cohort (n = 13). Group II (n = 28) consisted of neonates with progressive, moderate hyperbilirubinemia and Group III consisted of the same neonates, post physician-ordered phototherapy. RESULT: FFR amplitudes in Group I controls (TcB = 83.1 ± 32.5µmol/L; 4.9 ± 1.9 mg/dL) were greater than Group II (TcB = 209.3 ± 48.0µmol/L; 12.1 ± 2.8 mg/dL). After TcB was lowered by phototherapy, FFR amplitudes in Group III were similar to controls. Lower TcB levels correlated with larger FFR amplitudes (r = -0.291, p = 0.015), but not with ABR wave amplitude or latencies. CONCLUSION: The FFR is a promising measure of the dynamic neurophysiological status in neonates, and may be useful in tracking neurotoxicity in infants with hyperbilirubinemia.
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Estimulación Acústica , Tronco Encefálico/fisiología , Potenciales Evocados Auditivos del Tronco Encefálico , Hiperbilirrubinemia Neonatal/fisiopatología , Tamizaje Neonatal/métodos , Bilirrubina/sangre , Estudios de Cohortes , Electroencefalografía , Humanos , Hiperbilirrubinemia Neonatal/sangre , Hiperbilirrubinemia Neonatal/terapia , Recién Nacido , Fototerapia , HablaRESUMEN
OBJECTIVES: Transcutaneous bilirubin measurements (TcBs) provide a noninvasive method for screening infants for hyperbilirubinemia and have been used extensively in term and late preterm newborns in well baby nurseries, offices, and outpatient clinics. Several studies have also demonstrated the utility of TcBs as a screening tool for infants > 28 weeks' gestation and their ability to reduce the need for blood sampling. The objectives of this study are to identify how often TcBs are used among California Newborn Intensive Care Units (NICUs) in preterm, late preterm and term infants, and other aspects of jaundice management. METHODS: We conducted a survey on TcB use and practices relating to jaundice management in 150 California NICUs between April and October 2016. RESULTS: TcB screening is routinely used in 28% (42/150) of NICUs. Only 7% (11/150) of NICUs use TcB in preterm infants < 28 weeks. Practice varied similarly across NICU levels of care. Among the subset of NICUs that responded to questions related to phototherapy and screening practices, prophylactic phototherapy was used in 38% (23/59) and 90% (55/61) screened for glucose-6-phosphate dehydrogenase deficiency based on race, ethnicity, and/or family history. CONCLUSION(S): Despite studies validating the accuracy of TcB in preterm infants > 28 weeks, only 28% of California NICUs routinely use TcB devices. TcB screening in infants < 28 weeks gestation is not widely used and no recommendation can be made in this regard until there is more experience with its application using a standardized protocol in these infants and on a large scale.
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Bilirrubina/análisis , Recien Nacido Prematuro , Ictericia Neonatal/diagnóstico , Tamizaje Neonatal/instrumentación , Bilirrubina/sangre , California , Edad Gestacional , Humanos , Recién Nacido , Unidades de Cuidado Intensivo Neonatal/estadística & datos numéricos , Ictericia Neonatal/terapia , Tamizaje Neonatal/métodos , Fototerapia/efectos adversos , Factores de TiempoRESUMEN
BACKGROUND: Bilirubin-induced neurologic dysfunction (BIND) is a spectrum of preventable neurological sequelae in jaundiced newborns. Current total plasma bilirubin (BT) concentration thresholds for phototherapy and/or exchange transfusion poorly predict BIND. METHODS: The unbound (free) bilirubin (Bf) measured at these BT thresholds provides additional information about the risk for BIND. Bf can be readily adapted to clinical use by determining Bf population parameters at current BT thresholds. These parameters can be established using a plasma bilirubin binding panel (BBP) consisting of BT, Bf, and two empiric constants, the maximum BT (BTmax) and the corresponding equilibrium association bilirubin constant (K). RESULTS: BTmax and K provide the variables needed to accurately estimate Bf at BT < BTmax to obtain Bf at threshold BT in patient samples. Once Bf population parameters are known, the BBP in a newborn can be used to identify poor bilirubin binding (higher Bf at the threshold BT compared with the population) and increased risk of BIND. CONCLUSION: The BBP can also be used in jaundice screening to better identify the actual BT at which intervention would be prudent. The BBP is used with current BT thresholds to better identify the risk of BIND and whether and when to intervene.
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Bilirrubina/sangre , Enfermedades del Recién Nacido/diagnóstico , Ictericia Neonatal/sangre , Ictericia Neonatal/terapia , Fototerapia/métodos , Albúminas/química , Bilirrubina/química , Sitios de Unión , Fluorometría , Humanos , Recién Nacido , Cinética , Tamizaje Masivo/métodos , Modelos Teóricos , Tamizaje Neonatal/métodos , Unión Proteica , Medición de RiesgoRESUMEN
AIM: To identify neonates at risk of haemolytic hyperbilirubinaemia through near-concurrent measurements of total serum/plasma bilirubin (TB) or transcutaneous bilirubin (TcB) and end-tidal breath carbon monoxide (CO), corrected for ambient CO (ETCOc), an index of bilirubin production and haemolysis. METHODS: Paired TB/TcB (mg/dL) and ETCOc (ppm) measurements were obtained in newborns (n = 283) at 20 to <60 hours of age in five nurseries. TB/TcB values were assigned TB/TcB percentile risk values using the Bhutani hour-specific nomogram. In infants having two serial TB/TcB measurements (n = 76), TB rate of rise (ROR, mg/dL/h) was calculated. RESULTS: For the entire cohort (n = 283), 67.1% and 32.9% had TB/TcB<75th and ≥75th percentile, respectively. TB/TcB (5.79 ± 1.84 vs 9.14 ± 2.25 mg/dL) and ETCOc (1.61 ± 0.45 vs 2.02 ± 1.35 ppm, p = 0.0002) were different between the groups. About 36.6% of infants with TB/TcB ≥75th percentile had ETCOc ≥ 2.0 ppm. In the subcohort of infants with serial TB/TcB measurements (n = 76), 44.7% and 55.3% had TB/TcB<75th and ≥75th percentile, respectively. TB/TcB (5.28 ± 1.97 vs 9.53 ± 2.78 mg/dL), ETCOc (1.72 ± 0.48 vs 2.38 ± 1.89 ppm, p = 0.05) and TB ROR (0.011 ± 0.440 vs 0.172 ± 0.471 mg/dL/h) were different between the groups. CONCLUSION: The combined use of TB/TcB percentile risk assessments and ETCOc measurements can identify infants with haemolytic hyperbilirubinaemia. The addition of TB ROR can identify those infants with elimination disorders.
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Bilirrubina/sangre , Monóxido de Carbono/análisis , Hiperbilirrubinemia Neonatal/diagnóstico , Hiperbilirrubinemia Neonatal/terapia , Tamizaje Neonatal/métodos , Fototerapia/métodos , Análisis de Varianza , Estudios de Cohortes , Femenino , Edad Gestacional , Hemólisis/fisiología , Humanos , Recién Nacido , Masculino , Casas Cuna , Valor Predictivo de las Pruebas , Estudios Prospectivos , Medición de Riesgo , Volumen de Ventilación Pulmonar , Resultado del TratamientoRESUMEN
Preterm neonates with increased bilirubin production loads are more likely to sustain adverse outcomes due to either neurotoxicity or overtreatment with phototherapy and/or exchange transfusion. Clinicians should rely on expert consensus opinions to guide timely and effective interventions until there is better evidence to refine bilirubin-induced neurologic dysfunction or benefits of bilirubin. In this article, we review the evolving evidence for bilirubin-induced brain injury in preterm infants and highlight the clinical approaches that minimize the risk of bilirubin neurotoxicity.
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Hiperbilirrubinemia Neonatal/prevención & control , Kernicterus/prevención & control , Fototerapia/métodos , Edad Gestacional , Humanos , Hiperbilirrubinemia Neonatal/complicaciones , Hiperbilirrubinemia Neonatal/terapia , Recién Nacido , Recien Nacido Prematuro , Kernicterus/etiología , Medición de Riesgo , Factores de TiempoAsunto(s)
Hiperbilirrubinemia Neonatal/terapia , Kernicterus/prevención & control , Sordera/etiología , Deficiencia de Glucosafosfato Deshidrogenasa/metabolismo , Hemólisis , Humanos , Hiperbilirrubinemia Neonatal/complicaciones , Hiperbilirrubinemia Neonatal/metabolismo , Recién Nacido , Recien Nacido Prematuro , Kernicterus/etiología , Kernicterus/metabolismo , Fototerapia , Guías de Práctica Clínica como Asunto , Unión ProteicaAsunto(s)
Población Negra , Helioterapia , Hiperbilirrubinemia Neonatal/terapia , Femenino , Humanos , MasculinoRESUMEN
BACKGROUND: Bilirubin binding capacity (BBC) defines the dynamic relationship between an infant's level of unbound or "free" bilirubin and his/her ability to "tolerate" increasing bilirubin loads. BBC is not synonymous with albumin (Alb) levels because Alb binding of bilirubin is confounded by a variety of molecular, biologic, and metabolic factors. METHODS: We utilized a novel modification of a previously developed hematofluorometric method to directly assay BBC in whole blood from preterm and term neonates and then combined these data with an archived database. Total bilirubin (TB) was also measured, and multiple regression modeling was used to determine whether BBC in combination with TB measurements can assess an infant's risk for developing bilirubin-induced neurotoxicity. RESULTS: TB and BBC levels ranged from 0.7-22.8 to 6.3-47.5 mg/dl, respectively. Gestational age (GA) correlated with BBC (r = 0.54; P < 0.0002) with a slope of 0.93 mg/dl/wk by logistic regression. Our calculations demonstrate that recently recommended GA-modulated TB thresholds for phototherapy and exchange transfusion correspond to 45 and 67% saturation of our observed regression line, respectively. CONCLUSION: We speculate that the spread of BBC levels around the regression line (± 5.8 mg/dl) suggests that individualized BBC assays would provide a robust approach to gauge risk of bilirubin neurotoxicity compared with TB and GA.
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Bilirrubina/metabolismo , Bilirrubina/toxicidad , Recien Nacido Prematuro/metabolismo , Síndromes de Neurotoxicidad/sangre , Síndromes de Neurotoxicidad/etiología , Medición de Riesgo/métodos , Análisis de Varianza , Bilirrubina/sangre , Fluorometría/métodos , Edad Gestacional , Humanos , Recién Nacido , Modelos Logísticos , Estudios Prospectivos , Unión ProteicaRESUMEN
Hemolytic conditions in preterm neonates, including Rhesus (Rh) disease, can lead to mortality and long-term impairments due to bilirubin neurotoxicity. Universal access to Rh immunoprophylaxis, coordinated perinatal-neonatal care, and effective phototherapy has virtually eliminated the risk of kernicterus in many countries. In the absence of jaundice due to isoimmunization and without access to phototherapy or exchange transfusion (in 1955), kernicterus was reported at 10.1%, 5.5%, and 1.2% in babies <30, 31-32, and 33-34 wks gestational age, respectively. Phototherapy initiated at 24±12 hr effectively prevented hyperbilirubinemia in infants <2,000 g even in the presence of hemolysis. This approach (in 1985) reduced exchange transfusions from 23.9% to 4.8%. Now with 3 decades of experience in implementing effective phototherapy, the need for exchange transfusions has virtually been eliminated. However, bilirubin neurotoxicity continues to be associated with prematurity alone. The ability to better predict this risk, other than birthweight and gestation, has been elusive. Objective tests such as total bilirubin, unbound or free bilirubin, albumin levels, and albumin-bilirubin binding, together with observations of concurrent hemolysis, sepsis, and rapid rate of bilirubin rise have been considered, but their individual or combined predictive utility has yet to be refined. The disruptive effects of immaturity, concurrent neonatal disease, cholestasis, use of total parenteral nutrition or drugs that alter bilirubin-binding abilities augment the clinical risk of neurotoxicity. Current management options rely on the "fine-tuning" of each infant's exposure to beneficial antioxidants and avoidance of silent neurotoxic properties of bilirubin navigated within the safe spectrum of operational thresholds demarcated by experts.
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This study investigated the effectiveness of simple-to-implement adjustments of phototherapy devices on irradiance levels in a cross-section of Nigerian hospitals. A total of 76 phototherapy devices were evaluated in 16 hospitals while adjustments were implemented for a subset of 25 devices for which consent was obtained. The mean irradiance level was 7.6 ± 5.9 µW/cm(2)/nm for all devices prior to adjustments. The average irradiance level improved from 9.0 µW/cm(2)/nm to 27.3 µW/cm(2)/nm for the adjusted group (n = 25) compared with 6.8 ± 5.4 µW/cm(2)/nm for the unadjusted group (n = 51). Simple, inexpensive adjustments to phototherapy devices with sub-optimal irradiance levels can significantly improve their effectiveness to acceptable international standards and should be widely promoted in resource-constrained settings.
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Fototerapia/instrumentación , Fototerapia/normas , Estudios Transversales , Hospitales , Humanos , Recién Nacido , Unidades de Cuidado Intensivo Neonatal/normas , Ictericia Neonatal/terapia , Nigeria , Mejoramiento de la Calidad , Radiometría/métodosRESUMEN
BACKGROUND: The therapeutic phototherapy action spectrum ranges from 420 to 500 nm. However, a recent report of improved efficacy of fluorescent "turquoise" light (~490 nm) as compared with blue light (~450 nm) underscores the need to define an optimal action spectrum for precision-targeted phototherapy using very narrow wavelength ranges. METHODS: We used a current semi-empirical model of the optical properties of skin for robust calculations of the fraction of light absorbed by bilirubin at various wavelengths that could be confounded by hemoglobin (Hb), melanin, and skin thickness. Applying assumptions regarding the wavelength dependence of bilirubin photochemistry, "action spectra" were assembled from the calculated values. RESULTS: All the calculated action spectra displayed a peak between 472 and 480 nm (most at 476 nm), which is a significant shift from the well-reported 460 nm absorption peak of bilirubin. Of note, the relative amplitudes of the action spectra showed an inverse relationship with hematocrit (Hct). CONCLUSION: We speculate that a narrow range of light at 476 nm would be 60% more effective than blue (broadband) fluorescent lamps. Because Hb serves as a major competitor of bilirubin for light absorption, the calculations also predict that the efficacy of phototherapy is dependent on the Hct. A high Hct could reduce therapeutic efficiency.
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Hematócrito , Ictericia Neonatal/terapia , Fototerapia , Bilirrubina/sangre , Humanos , Recién NacidoRESUMEN
OBJECTIVE: To test whether the combined use of total plasma/serum bilirubin (TSB) levels and clinical risk factors more accurately identifies infants who receive phototherapy than does the use of either method alone. STUDY DESIGN: We recruited healthy infants of ≥35 weeks' gestation at 6 centers that practiced universal predischarge TSB screening. Transcutaneous bilirubin (TcB) was measured at 24 hours, with TSB at 24-60 hours and at 3- to 5- and 7- to 14-day follow-up visits. Clinical risk factors were identified systematically. RESULTS: Of 1157 infants, 1060 (92%) completed follow-up, and 982 (85%) had complete datasets for analysis. Infant characteristics included 25% were nonwhite and 55% were Hispanic/Latino; >90% were breastfed. During the first week, jaundice was documented in 84% of subjects. Predischarge TSB identified the 41 (4.2%) and 34 (3.5%) infants who received phototherapy before and after discharge, respectively. Prediction of postdischarge phototherapy was similar for combined clinical risk factors (earlier gestational age [GA], bruising, positive direct antiglobulin test, Asian race, exclusive breastfeeding, blood type incompatibility, jaundice extent) and age-adjusted TSB (area under the curve [AUC] = .86 vs .87), but combined screening was better (AUC = .95). TcB/TSB combined with GA alone was equally predictive (AUC = .95; 95% CI .93-.97). CONCLUSIONS: Jaundice is present in 4 of 5 (84%) healthy newborns. Predischarge TcB/TSB (adjusted for postnatal age) combined with specific clinical factors (especially GA) best predicts subsequent phototherapy use. Universal implementation of this strategy in the US should improve outcomes of healthy newborns discharged early.