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1.
MethodsX ; 12: 102664, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38524309

RESUMO

This article describes the methods used to build a large-scale database of more than 250,000 electronic fetal monitoring (EFM) records linked to a comprehensive set of clinical information about the infant, the mother, the pregnancy, labor, and outcome. The database can be used to investigate how birth outcome is related to clinical and EFM features. The main steps involved in building the database were: (1) Acquiring the raw EFM recording and clinical records for each birth. (2) Assigning each birth to an objectively defined outcome class that included normal, acidosis, and hypoxic-ischemic encephalopathy. (3) Removing all personal health information from the EFM recordings and clinical records. (4) Preprocessing the deidentified EFM records to eliminate duplicates, reformat the signals, combine signals from different sensors, and bridge gaps to generate signals in a format that can be readily analyzed. (5) Post-processing the repaired EFM recordings to extract key features of the fetal heart rate, uterine activity, and their relations. (6) Populating a database that links the clinical information, EFM records, and EFM features to support easy querying and retrieval. •A multi-step process is required to build a comprehensive database linking electronic temporal fetal monitoring signals to a comprehensive set of clinical information about the infant, the mother, the pregnancy, labor, and outcome.•The current database documents more than 250,000 births including almost 4,000 acidosis and 400 HIE cases. This represents more than 80% of the births that occurred in 15 Northern California Kaiser Permanente Hospitals between 2011-2019. This is a valuable resource for studying the factors predictive of outcome.•The signal processing code and schemas for the database are freely available. The database will not be permitted to leave Kaiser firewalls, but a process is in place to allow interested investigators to access it.

2.
Am J Obstet Gynecol ; 2024 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-38280432

RESUMO

BACKGROUND: Patients with hypertensive disorders of pregnancy have a high rate of postpartum readmission. OBJECTIVE: This study aimed to evaluate whether the type of antihypertensive medication prescribed at discharge was associated with postpartum readmission after a hypertensive disorder of pregnancy. STUDY DESIGN: This was a retrospective cohort study of 57,254 pregnancies complicated by hypertensive disorders of pregnancy between 2012 and 2018 in the electronic obstetrical database of Kaiser Permanente Northern California. Postpartum readmissions occurred within 6 weeks after discharge from delivery hospitalization. Cox regression models were used to evaluate the association between the type of antihypertensive medication prescription at discharge (none, labetalol only, nifedipine only, or 2 or more antihypertensive medications) and postpartum readmission, adjusted for type of hypertensive disorder of pregnancy, final inpatient systolic and diastolic blood pressures, age, body mass index, mode of delivery, insurance status, race and ethnicity, delivery facility, comorbidity score, smoking, preterm delivery, parity, and Neighborhood Deprivation Index. RESULTS: Among eligible patients with a hypertensive disorder of pregnancy, 1696 (3.0%) were readmitted within 6 weeks. Approximately 86% of patients were discharged without a prescription for antihypertensive medication; among those discharged with a prescription for antihypertensive medication, most were prescribed either labetalol only (54%) or nifedipine only (30%). The unadjusted readmission risk was the highest for patients discharged with a prescription for labetalol only (7.6%), lower for those discharged with a prescription for nifedipine only (3.6%) or 2 or more antihypertensive medications (3.2%), and the lowest for those discharged without a prescription for antihypertensive medication (2.5%). In the adjusted models, compared with discharge without a prescription for antihypertensive medication, discharge with a prescription for labetalol only was associated with a 63% (hazard ratio, 1.63; 95% confidence interval, 1.41-1.88) greater incidence of postpartum readmission, and discharge with a prescription for nifedipine only and discharge with a prescription for 2 or more antihypertensive medications were associated with 26% (hazard ratio, 0.74; 95% confidence interval, 0.59-0.93) and 47% (hazard ratio, 0.53; 95% confidence interval, 0.38-0.74) lower incidence of postpartum readmission, respectively. There was no strong evidence to suggest that the effect of the type of antihypertensive medication at discharge on the incidence of readmission varied by race and ethnicity (interaction P=.88). The results indicating an elevated risk associated with labetalol use were consistent in models that excluded patients with prepregnancy hypertension. CONCLUSION: Discharge with a prescription for nifedipine alone or multiple antihypertensive medications (vs no medication) was associated with a lower incidence of readmission, whereas discharge with a prescription for labetalol alone was associated with an elevated readmission incidence. A large-scale, prospective research to compare the effectiveness of commonly prescribed hypertension medications at discharge is warranted.

4.
Arch Dis Child Fetal Neonatal Ed ; 109(3): 294-300, 2024 Apr 18.
Artigo em Inglês | MEDLINE | ID: mdl-38071585

RESUMO

OBJECTIVE: Selective serotonin reuptake inhibitor (SSRI) use is common in pregnancy. It is associated with delayed neonatal adaptation. Most previous studies have not adjusted for the severity of maternal mental health disorders or examined the impact of SSRI type and dosage. We examined whether treatment with SSRIs in late pregnancy (after 20 weeks) is associated with delayed neonatal adaptation independent of maternal depression and anxiety. DESIGN, SETTING AND PATIENTS: Retrospective population-based birth cohort of 280 090 term infants born at 15 Kaiser Permanente Northern California hospitals, 2011-2019. Individual-level pharmacy, maternal, pregnancy and neonatal data were obtained from electronic medical records. EXPOSURE: Dispensed maternal SSRI prescription after 20 weeks of pregnancy. MAIN OUTCOME MEASURES: Delayed neonatal adaptation defined as a 5 min Apgar score ≤5, resuscitation at birth or admission to a neonatal intensive care unit for respiratory support. Secondary outcomes included each individual component of the primary outcome and more severe neonatal outcomes (pulmonary hypertension, hypoxic-ischaemic encephalopathy and seizures). RESULTS: 7573 (2.7%) infants were exposed to SSRIs in late pregnancy. Delayed neonatal adaptation occurred in 11.2% of exposed vs 4.4% of unexposed infants (relative risk 2.52 (95% CI 2.36 to 2.70)). After multivariable adjustment, there was an association between SSRI exposure and delayed neonatal adaptation (adjusted OR 2.14 (95% CI 1.96 to 2.32)). This association was dose dependent. Escitalopram and fluoxetine were associated with the highest risk of delayed neonatal adaptation. CONCLUSIONS: Infants exposed to SSRIs have increased risks of delayed adaptation in a type and dose-dependent relationship, pointing toward a causal relationship.

5.
Artigo em Inglês | MEDLINE | ID: mdl-38083649

RESUMO

This work aims to improve the intrapartum detection of fetuses with an increased risk of developing fetal acidosis or hypoxic-ischemic encephalopathy (HIE) using fetal heart rate (FHR) and uterine pressure (UP) signals. Our study population comprised 40,831 term births divided into 3 classes based on umbilical cord or early neonatal blood gas assessments: 374 with verified HIE, 3,047 with acidosis but no encephalopathy and 37,410 healthy babies with normal gases. We developed an intervention recommendation system based on a random forest classifier. The classifier was trained using classical and novel features extracted electronically from 20-minute epochs of FHR and UP. Then, using the predictions of the classifier on each epoch, we designed a decision rule to determine when to recommended intervention. Compared to the Caesarean rates in each study group, our system identified an additional 5.68% of babies who developed HIE (54.55% vs 60.23%, p < 0.01) with a specific alert threshold. Importantly, about 75% of these recommendations were made more than 200 minutes before birth. In the acidosis group, the system identified an additional 17.44% (37.15% vs 54.59%, p < 0.01) and about 2/3 of these recommendations were made more than 200 minutes before birth. Compared to the Caesarean rate in the healthy group, the associated false positive rate was increased by 1.07% (38.80% vs 39.87%, p<0.01).Clinical Relevance- This method recommended intervention in more babies affected by acidosis or HIE, than the intervention rate observed in practice and most often did so 200 minutes before delivery. This was early enough to expect that interventions would have clinical benefit and reduce the rate of HIE. Given the high burden associated with HIE, this would justify the marginal increase in the normal Cesarean rate.


Assuntos
Acidose , Hipóxia-Isquemia Encefálica , Gravidez , Recém-Nascido , Lactente , Feminino , Humanos , Cardiotocografia/efeitos adversos , Hipóxia-Isquemia Encefálica/diagnóstico , Acidose/diagnóstico
6.
Artigo em Inglês | MEDLINE | ID: mdl-38031586

RESUMO

Nulliparous pregnancies, those where the mother has not previously given birth, are associated with longer labors and hence expose the fetus to more contractions and other adverse intrapartum conditions such as chorioamnionitis. The objective of the present study was to test if accounting for nulliparity could improve the detection of fetuses at increased risk of developing hypoxic-ischemic encephalopathy (HIE). During labor, clinicians assess the fetal heart rate and uterine pressure signals to identify fetuses at risk of developing HIE. In this study, we performed random forest classification using fetal heart rate and uterine pressure features from 40,831 births, including 374 that developed HIE. We analyzed a two-path classification approach that analyzed separately the fetuses from nulliparous and multiparous mothers, and a one-path classification approach that included the clinical variable for nulliparity as a classification feature. We compared these two approaches to a one-path classifier that had no information about the parity of the mothers. We also compared our results to the rate of Caesarean deliveries in each group, which is used clinically to interrupt the progression towards HIE. All the classifiers detected more fetuses that developed HIE than the observed Caesarean rate, but accounting for nulliparity did not improve performance.

7.
Pediatr Neurol ; 149: 145-150, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37883841

RESUMO

BACKGROUND: Recent studies suggest that the incidence of perinatal hypoxic-ischemic encephalopathy (HIE) may be increasing in developed countries. However, this observed increase may be due to increased ascertainment and increased treatment with therapeutic hypothermia rather than an increase in disease burden. In a US population-based cross-sectional study, we determined the incidence of perinatal HIE over time. METHODS: The study population included all 289,793 live-born infants ≥35 weeks gestational age born at 15 Kaiser Permanente Northern California hospitals between 2012 and 2019. Perinatal HIE was defined as the presence of both neonatal acidosis (i.e., cord blood pH < 7 or base deficit ≥10, or base deficit ≥10 on first infant gas) and neonatal encephalopathy confirmed by medical record review. Hospital discharge diagnoses of HIE were determined by extracting International Classification of Disease diagnostic codes for HIE assigned upon hospital discharge. RESULTS: The population incidence of perinatal HIE was 1.7 per 1000. Although the incidence of perinatal HIE did not change significantly, both hospital discharge diagnoses of HIE and treatment with therapeutic hypothermia increased significantly during the study period. The sensitivity and positive predictive value of a hospital discharge diagnosis of HIE for identifying perinatal HIE confirmed by chart review were 72% and 79%, respectively. CONCLUSIONS: During the study years, the incidence of perinatal HIE remained stable despite increases in hospital discharge diagnoses of HIE and in the use of therapeutic hypothermia. Our findings underscore the importance of applying stringent diagnostic criteria when diagnosing this complex condition.


Assuntos
Hipóxia-Isquemia Encefálica , Doenças do Recém-Nascido , Lactente , Recém-Nascido , Feminino , Gravidez , Humanos , Coorte de Nascimento , Estudos Transversais , Hipóxia-Isquemia Encefálica/epidemiologia , Hipóxia-Isquemia Encefálica/terapia , Incidência , Efeitos Psicossociais da Doença
8.
Clin Pediatr (Phila) ; : 99228231204448, 2023 Oct 05.
Artigo em Inglês | MEDLINE | ID: mdl-37798943

RESUMO

Compared with the Finnegan Neonatal Abstinence Scoring System (FNASS), the Eat, Sleep, Console (ESC) approach reduces pharmacotherapy and length of stay (LOS) for neonatal opioid withdrawal syndrome (NOWS) infants. The independent outcome contribution of ESC is unknown as the approach combines ESC assessment with additional management changes. Our objective was to evaluate ESC assessment's independent impact on outcomes compared with FNASS. We conducted a retrospective cohort study of in utero opioid-exposed infants ≥35 weeks gestation managed with FNASS versus ESC. Outcomes included pharmacotherapy initiation, LOS, length of pharmacotherapy, and emergency department visit/readmissions. Among 151 FNASS and 100 ESC managed infants, pharmacotherapy initiation (P = .47), LOS for all infants (P = .49), and LOS for pharmacologically treated infants (P = .68) were similar. Length of pharmacotherapy did not differ (P = .84). Emergency department evaluation/NOWS readmission was equally rare (P = .65). Using equivalent models of care, comparison of ESC and FNASS assessment tools showed no difference in NOWS outcomes.

9.
Pediatrics ; 151(4)2023 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-36994638

RESUMO

OBJECTIVES: To estimate the effect of NICU admission of low-acuity infants born at 35 weeks' gestation versus care in a mother/baby unit, on inpatient and outpatient medical outcomes. METHODS: This retrospective cohort study included 5929 low-acuity infants born at 350/7 to 356/7 weeks' gestation at 13 Kaiser Permanente Northern California hospitals with level II or level III NICUs between January 1, 2011, and December 31, 2021. Exclusion criteria included congenital anomalies and early respiratory support or antibiotics. We used multivariable regression and regression discontinuity analyses to control for confounding variables. RESULTS: Infants admitted to the NICU within 2 hours of birth (n = 862, 14.5%) had a 58 hour adjusted (98-hour unadjusted) longer length of stay. NICU admission was associated with an increased probability of a length of stay ≥96 hours (67% vs 21%; adjusted odds ratio [aOR], 4.94; 95% confidence interval [CI], 3.96-6.16). Regression discontinuity results suggested a similar (57 hour) increase in length of stay. Readmission risk, primarily for jaundice, was lower for those admitted to the NICU (3% vs 6%; aOR, 0.43; 95% CI, 0.27-0.69). Infants admitted to the NICU were slightly less likely to be receiving exclusive breast milk at 6-month follow-up (15% vs 25%; aOR, 0.73; 95% CI, 0.55-0.97; adjusted marginal risk difference -5%). CONCLUSIONS: Admitting low-acuity infants born at 35 weeks' gestation to the NICU was associated with decreased readmission, but with longer length of stay and decreased exclusive breast milk feeding at 6 months. Routine NICU admission may be unnecessary for low-acuity infants born at 35 weeks' gestation.


Assuntos
Unidades de Terapia Intensiva Neonatal , Mães , Recém-Nascido , Gravidez , Feminino , Lactente , Humanos , Estudos Retrospectivos , Idade Gestacional , Parto
10.
J Neurosurg Anesthesiol ; 35(1): 142-146, 2023 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-36745179

RESUMO

The opioid epidemic in the United States has resulted in a significant increase in opioid use disorder among pregnant women and a concomitant increase in the incidence of neonatal opioid withdrawal syndrome. The long-term consequences of prenatal opioid exposure on neurodevelopmental outcomes are not fully understood. Animal studies indicate increased neuronal apoptosis and decreased neuronal proliferation and myelination with opioid exposure in-utero. Meta-analyses of human studies suggest decreased cognition and psychomotor performance in infancy and deficits in cognition and language in preschool. However, current studies have primarily focused on heroin or methadone exposure and have been limited by small sample size, inadequate comparison groups, and the inability to account for additional risk factors and exposures such as polysubstance abuse, poor prenatal care, neonatal withdrawal and treatment with opioids, and unsupportive home environment. Future studies should aim to better understand the potential impact of these confounding factors on the neurodevelopmental trajectory of exposed infants. This review discusses the up-to-date literature, current gaps in knowledge, and considerations for future studies in the arena of prenatal opioid exposure and neurodevelopmental outcomes.


Assuntos
Síndrome de Abstinência Neonatal , Transtornos Relacionados ao Uso de Opioides , Efeitos Tardios da Exposição Pré-Natal , Lactente , Recém-Nascido , Humanos , Feminino , Gravidez , Pré-Escolar , Analgésicos Opioides/efeitos adversos , Efeitos Tardios da Exposição Pré-Natal/induzido quimicamente , Efeitos Tardios da Exposição Pré-Natal/epidemiologia , Efeitos Tardios da Exposição Pré-Natal/tratamento farmacológico , Transtornos Relacionados ao Uso de Opioides/complicações , Transtornos Relacionados ao Uso de Opioides/epidemiologia , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Metadona/efeitos adversos , Síndrome de Abstinência Neonatal/epidemiologia , Síndrome de Abstinência Neonatal/tratamento farmacológico
11.
Int J Gynecol Pathol ; 42(6): 589-596, 2023 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-36811836

RESUMO

Pregnant individuals with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are at a higher risk for adverse pregnancy outcomes. Previous small cohort studies have shown increased frequency of placental lesions associated with maternal vascular malperfusion, fetal vascular malperfusion, and inflammation among patients with SARS-CoV-2, without controlling for cardiometabolic risk factors among many such patients. We aimed to evaluate whether SARS-CoV-2 infection during pregnancy is independently associated with placental abnormalities when controlling for risk factors that could affect placental histopathology. Retrospective cohort study of placentas from singleton pregnancies in Kaiser Permanente Northern California from March to December 2020. Pathologic findings were compared among those with confirmed cases of SARS-CoV-2 during pregnancy and those without. We examined the association between SARS-CoV-2 infection and categorical placental pathologies, controlling for maternal age, gestational age, prepregnancy body mass index, gestational hypertension, preeclampsia/eclampsia, preexisting diabetes, history of thrombosis, and stillbirth. A total of 2,989 singleton gestation placentas were analyzed, 416 (13%) from pregnancies with SARS-CoV-2 infection and 2,573 (86%) from those without infection. Among placentas from pregnancies with SARS-CoV-2, 54.8% had evidence of inflammation, 27.1% maternal malperfusion abnormality, 20.7% massive perivillous fibrin or chronic villitis, 17.3% villous capillary abnormality, and 15.1% fetal malperfusion. After controlling for risks factors and stratifying interval time between SARS-CoV-2 infection and delivery, no association was found between placental abnormalities and SARS-CoV-2 infection during pregnancy. SARS-CoV-2 infection was not associated with an increased risk of placentally mediated adverse outcomes during pregnancy, compared with placentas sent for other indications, in this large diverse cohort.


Assuntos
COVID-19 , Placenta , Complicações Infecciosas na Gravidez , Feminino , Humanos , Gravidez , COVID-19/complicações , Inflamação/patologia , Placenta/patologia , Doenças Placentárias/epidemiologia , Doenças Placentárias/patologia , Resultado da Gravidez , Estudos Retrospectivos , SARS-CoV-2
12.
Pediatr Res ; 94(3): 1003-1010, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-35999380

RESUMO

BACKGROUND: Studies in newborns with mild neonatal encephalopathy (mNE) demonstrated normal outcomes, but recent literature suggests otherwise. METHODS: This retrospective cohort study examined inborn infants between 2014 and 2017. Biochemical and clinical characteristics determined the presence of NE and an encephalopathy score categorized infants as Definite or Possible mNE. An Unexposed control group consisted of newborns not meeting the inclusion criteria. Long-term outcomes assessed included cerebral palsy, seizures, developmental disorder, and motor and speech delay. The association of mNE with seizure disorder by 3 years of age was assessed with logistic regression and developmental disorders with Cox proportional hazards models. RESULTS: Of the 156,501 births, we identified 130 with Definite mNE and 445 with Possible mNE (0.8 and 2.8 per 1000 births, respectively). Both groups had significantly higher rates of any developmental disorder and motor and speech delay when compared to the Unexposed (p < 0.05, except for p = 0.07 for motor delay in the Possible NE group). The Definite mNE group had higher rates of developmental disorder and motor and speech delay when compared to the Unexposed with hazard ratios (95% CI) 2.0 (1.2-3.2), 3.7 (1.5-8.8), and 2.1 (1.3-3.5), respectively. CONCLUSIONS: An estimate of short- and long-term consequences of mNE suggests that there may be a higher risk of adverse outcome. IMPACT: Infants with mild NE are at significant risk for adverse short- and long-term outcomes. The risk of having an abnormal long-term outcome at 3 years of age were doubled in the mild NE group compared to the Unexposed group. Randomized clinical trials are needed as neuroprotective strategies may mitigate these.


Assuntos
Encefalopatias , Paralisia Cerebral , Doenças do Recém-Nascido , Transtornos do Desenvolvimento da Linguagem , Recém-Nascido , Lactente , Humanos , Recém-Nascido Prematuro , Estudos Retrospectivos
14.
J Perinatol ; 43(3): 293-299, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36131095

RESUMO

OBJECTIVE: Determine the accuracy of diagnostic codes in identifying Prenatal Opioid Exposure (POE) and Neonatal Opioid Withdrawal Syndrome (NOWS). STUDY DESIGN: A cross-sectional study of 374,222 mother-infant dyads with delivery from 01/01/2010 to 12/31/2019. We ascertained maternal diagnostic codes for opioid use during pregnancy and infant diagnostic codes for drug exposure and withdrawal. We assessed sensitivity and positive predictive value (PPV) for POE and NOWS, defined using laboratory, pharmacy, and clinical data. RESULTS: Maternal codes had low sensitivity (36.4%) and PPV (34.7%) for POE. Infant codes for drug exposure were neither sensitive for POE (14%) nor NOWS (31.6%) and had low PPV. Codes for newborn withdrawal had low sensitivity (31.6%) for detecting NOWS, but high PPV (85%). Sensitivity improved (95.1%) for NOWS requiring pharmacologic treatment. CONCLUSIONS: Diagnostic codes identify POE and NOWS poorly. Improved case identification would include pharmacy and laboratory results, and clearly defined criteria for evidence of withdrawal.


Assuntos
Síndrome de Abstinência Neonatal , Efeitos Tardios da Exposição Pré-Natal , Lactente , Recém-Nascido , Gravidez , Feminino , Humanos , Analgésicos Opioides/efeitos adversos , Estudos Transversais , Efeitos Tardios da Exposição Pré-Natal/diagnóstico , Efeitos Tardios da Exposição Pré-Natal/epidemiologia , Síndrome de Abstinência Neonatal/diagnóstico , Síndrome de Abstinência Neonatal/epidemiologia , Síndrome de Abstinência Neonatal/tratamento farmacológico , Mães
15.
J Matern Fetal Neonatal Med ; 35(26): 10271-10278, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36170979

RESUMO

INTRODUCTION: Approximately 5% of global preterm births are extremely premature (EP), defined as occurring at less than 28 weeks gestational age. Advances in care have led to an increase in the survival of EP infants during the neonatal period. However, EP infants have a higher risk of developing complications such as bronchopulmonary dysplasia (BPD), intraventricular hemorrhage (IVH), and retinopathy of prematurity (ROP). BPD and other respiratory morbidities are particularly prevalent among this population. To understand the healthcare resource utilization (HRU) of EP infants in the United States, the clinical and economic burden of extreme prematurity was examined in this retrospective study of data extracted from electronic medical records in the Kaiser Permanente Northern California (KPNC) health system. METHODS: The analysis included data from EP infants live-born between January 1997 and December 2016, and focused on complications and HRU up to 3 years corrected age (CA), covering the period up to December 2018. Stillbirths, infants born at <22 weeks gestational age, and infants with major congenital malformations were excluded. Complications of interest (BPD, IVH, and ROP) and medication use were compared by age group (≤1 year, >1 year and ≤2 years, and >2 years and ≤3 years CA). Analysis of HRU included hospital readmissions, ambulatory visits, and emergency room (ER) visits. RESULTS: A total of 2154 EP births (0.32% of total live births and 4.0% of preterm births that met the inclusion/exclusion criteria) were analyzed. The prevalence of EP birth showed a declining trend over time. ROP was the most commonly recorded complication during the birth hospitalization (37.1% any stage; 2.9% Stages 3 and 4). BPD was recorded in 34.3% of EP infants. IVH (any grade) was recorded in 22.7% of EP infants (6.4% Grades III and IV). A majority (78.7%) of EP infants were diagnosed with at least one respiratory condition during the first year CA, the most common being pneumonia (68.9%); the prevalence of respiratory conditions decreased over the second and third years CA. During the first 3 years CA, the most common medications prescribed to children born EP were inhaled bronchodilators (approximately 30% of children); at least 15% of children received systemic corticosteroids and inhaled steroids during this period. During the first 3 years CA, at least one hospital readmission was recorded for 16.4% of children born EP; 57.1% of these readmissions were related to respiratory conditions. At least one ER visit was recorded for 33.8% of children born EP, for which 53.1% were due to a respiratory condition. Ambulatory visits were recorded for 54.2% of EP children, for which 82.9% were due to a respiratory condition. CONCLUSIONS: The short- and long-term clinical burden of EP birth was high. The onset of BPD, IVH, and ROP was common during the birth hospitalization for EP infants. Medication use, hospital readmission, and clinic visits (ER and ambulatory) occurred frequently in these children during the first 3 years CA, and were commonly due to respiratory conditions. Strategies prioritizing the reduction of risk and severity of respiratory conditions may alleviate the clinical burden of EP birth over the long term.


Assuntos
Displasia Broncopulmonar , Doenças do Recém-Nascido , Nascimento Prematuro , Retinopatia da Prematuridade , Lactente , Feminino , Criança , Recém-Nascido , Humanos , Estados Unidos/epidemiologia , Lactente Extremamente Prematuro , Estudos Retrospectivos , Nascimento Prematuro/epidemiologia , Displasia Broncopulmonar/epidemiologia , Idade Gestacional , Retinopatia da Prematuridade/epidemiologia , Hemorragia Cerebral/epidemiologia , Atenção à Saúde , Prontuários Médicos
16.
Annu Int Conf IEEE Eng Med Biol Soc ; 2022: 1948-1952, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-36086200

RESUMO

Visual assessment of the evolution of fetal heart rate (FHR) and uterine pressure (UP) patterns is the standard of care in the intrapartum period. Unfortunately, this assessment has high levels of intra- and inter-observer variability. This study processed and analyzed FHR and UP patterns using computerized pattern recognition tools. The goal was to evaluate differences in FHR and UP patterns between fetuses with normal outcomes and those who developed hypoxic-ischemic encephalopathy (HIE). For this purpose, we modeled the sequence of FHR patterns and uterine contractions using Multi-Chain Semi-Markov models (MCSMMs). These models estimate the probability of transitioning between FHR or UP patterns and the dwell time of each pattern. Our results showed that in comparison to the control group, the HIE group had: (1) more frequent uterine contractions during the last 12 hours before birth; (2) more frequent FHR decelerations during the last 12 hours before birth; (3) longer decelerations during the last eight hours before birth; and (4) shorter baseline durations during the last five hours before birth. These results demonstrate that the fetuses in the HIE group were subject to a more stressful environment than those in the normal group. Clinical Relevance- Our results revealed statistically significant differences in FHR/UP patterns between the normal and HIE groups in the hours before birth. This indicates that features derived using MCSMMs may be useful in a machine learning framework to detect infants at increased risk of developing HIE allowing preventive interventions.


Assuntos
Cardiotocografia , Frequência Cardíaca Fetal , Feminino , Feto , Frequência Cardíaca Fetal/fisiologia , Humanos , Parto , Gravidez , Contração Uterina
18.
Early Hum Dev ; 171: 105613, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35785690

RESUMO

BACKGROUND: Preterm birth is a leading cause of infant mortality, particularly for those born extremely prematurely (EP; <28 weeks' gestational age [GA]). Survivors are predisposed to complications such as bronchopulmonary dysplasia (BPD), chronic lung disease (CLD), intraventricular hemorrhage (IVH), and retinopathy of prematurity (ROP). AIMS: To examine the epidemiology, complications, and mortality/survival among EP infants. STUDY DESIGN: Retrospective analysis of electronic medical records from the Kaiser Permanente Northern California database. SUBJECTS: EP infants live-born between 22 and <28 weeks' GA from 1997 to 2016. OUTCOME MEASURES: Cumulative all-cause mortality/survival were analyzed and stratified by GA (22 to <24, 24 to <26, 26 to <28 weeks), complications (BPD/CLD, IVH, ROP), and birth period (1997 to 2003, 2004 to 2009, 2010 to 2016). Cox proportional hazard models were constructed to assess the mortality risk associated with BPD/CLD or IVH. RESULTS: 2154 EP infants were identified; of these, 916 deaths were recorded. Mortality was highest during the first 3 months (41.7 % cumulative mortality), and few were reported after 2 years (42.5 % cumulative mortality). Mortality decreased with higher GA and over more recent birth periods. BPD/CLD and IVH grade 3/4 were associated with increased mortality risk versus no complications (adjusted hazard ratios 1.41 and 1.78, respectively). CONCLUSIONS: The risk of mortality is high during the first few months of life for EP infants, and is even higher for those with BPD and IVH. Despite an overall trend toward increased survival for EP infants, strategies targeting survival of EP infants with these complications are needed.


Assuntos
Displasia Broncopulmonar , Nascimento Prematuro , Retinopatia da Prematuridade , Displasia Broncopulmonar/epidemiologia , Hemorragia Cerebral/epidemiologia , Feminino , Idade Gestacional , Humanos , Lactente , Lactente Extremamente Prematuro , Recém-Nascido , Prontuários Médicos , Nascimento Prematuro/epidemiologia , Retinopatia da Prematuridade/epidemiologia , Estudos Retrospectivos , Estados Unidos
19.
Hosp Pediatr ; 12(5): e146-e153, 2022 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-35437576

RESUMO

OBJECTIVES: To estimate the effect of readmission for inpatient phototherapy on parent-reported exclusive and any breast milk feeding at 2-month well-child visits. METHODS: We performed a retrospective cohort study using electronic health record data. From births at 16 Kaiser Permanente Northern California hospitals (2013-2017), we identified a cohort of infants ≥35 weeks' gestation with outpatient total serum bilirubin levels ranging from 1 mg/dL below to 2.9 mg/dL above the American Academy of Pediatrics phototherapy threshold at <15 days of age. We compared breast milk feeding at 2-month well-child visits among those readmitted and not readmitted to the hospital for phototherapy, adjusting for bilirubin and other confounding variables. RESULTS: Approximately one-quarter (26.5%) of the cohort (n = 7729) were readmitted for phototherapy. Almost half (48.5%) of the infants who were not readmitted for phototherapy received exclusively breast milk at the 2-month visit compared with slightly fewer infants who were readmitted (42.9%). In both groups of infants, most (82.2% not readmitted and 81.2% readmitted) received any breast milk. Readmission for phototherapy was associated with a lower adjusted risk of exclusive breast milk feeding (adjusted risk ratio 0.90; 95% confidence interval [CI], 0.84 to 0.96), corresponding to a marginal absolute reduction in exclusive breast milk feeding of 5.0% (95% CI, -7.9% to -2.1%). It was not associated with a reduction in any breast milk feeding (adjusted risk ratio, 1.00; 95% CI, 0.97 to 1.02). CONCLUSIONS: Infants readmitted for phototherapy were more likely to receive any formula, but no less likely to receive any breast milk at 2-month well-child visits.


Assuntos
Leite Humano , Readmissão do Paciente , Bilirrubina , Aleitamento Materno , Criança , Feminino , Humanos , Fototerapia , Estudos Retrospectivos
20.
Arch Dis Child Fetal Neonatal Ed ; 107(6): 583-588, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-35273079

RESUMO

OBJECTIVE: To determine the time to positivity (TTP) of blood cultures among infants with late-onset bacteraemia and predictors of TTP >36 hours. DESIGN: Retrospective cohort study. SETTING: 16 birth centres in two healthcare systems. PATIENTS: Infants with positive blood cultures obtained >72 hours after birth. OUTCOME: The main outcome was TTP, defined as the time interval from specimen collection to when a neonatal provider was notified of culture growth. TTP analysis was restricted to the first positive culture per infant. Patient-specific and infection-specific factors were analysed for association with TTP >36 hours. RESULTS: Of 10 235 blood cultures obtained from 3808 infants, 1082 (10.6%) were positive. Restricting to bacterial pathogens and the first positive culture, the median TTP (25th-75th percentile) for 428 cultures was 23.5 hours (18.4-29.9); 364 (85.0%) resulted in 36 hours. Excluding coagulase-negative staphylococci (CoNS), 275 of 294 (93.5%) cultures were flagged positive by 36 hours. In a multivariable model, CoNS isolation and antibiotic pretreatment were significantly associated with increased odds of TTP >36 hours. Projecting a 36-hour empiric duration at one site and assuming that all negative evaluations were associated with an empiric course of antibiotics, we estimated that 1164 doses of antibiotics would be avoided in 629 infants over 10 years, while delaying a subsequent antibiotic dose in 13 infants with bacteraemia. CONCLUSIONS: Empiric antibiotic administration in late-onset infection evaluations (not targeting CoNS) can be stopped at 36 hours. Longer durations (48 hours) should be considered when there is pretreatment or antibiotic therapy is directed at CoNS.


Assuntos
Bacteriemia , Sepse , Recém-Nascido , Humanos , Hemocultura , Coagulase/uso terapêutico , Estudos Retrospectivos , Bacteriemia/diagnóstico , Bacteriemia/tratamento farmacológico , Staphylococcus , Antibacterianos/uso terapêutico , Sepse/tratamento farmacológico
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