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This diagnostic study assesses the ability of a pediatric blood pressure percentile tool to accelerate identification of children with hypertension and hypotension by clinicians and researchers.

BACKGROUND AND OBJECTIVES Serious bacterial infection (SBI) is common in the PICU. Antibiotics can mitigate associated morbidity and mortality but have associated adverse effects. Our objective is to develop machine learning models able to identify SBI-negative children and reduce unnecessary antibiotics. METHODS We developed models to predict SBI-negative status at PICU admission using vital sign, laboratory, and demographic variables. Children 3-months to 18-years-old admitted to our PICU, between 2011 and 2020, were included if evaluated for infection within 24-hours, stratified by documented antibiotic exposure in the 48-hours prior. Area under the receiver operating characteristic curve (AUROC) was the primary model accuracy measure; secondarily, we calculated the number of SBI-negative children subsequently provided antibiotics in the PICU identified as low-risk by each model. RESULTS A total of 15 074 children met inclusion criteria; 4788 (32%) received antibiotics before PICU admission. Of these antibiotic-exposed patients, 2325 of 4788 (49%) had an SBI. Of the 10 286 antibiotic-unexposed patients, 2356 of 10 286 (23%) had an SBI. In antibiotic-exposed children, a radial support vector machine model had the highest AUROC (0.80) for evaluating SBI, identifying 48 of 442 (11%) SBI-negative children provided antibiotics in the PICU who could have been spared a median 3.7 (interquartile range 0.9–9.0) antibiotic-days per patient. In antibiotic-unexposed children, a random forest model performed best, but was less accurate overall (AUROC 0.76), identifying 33 of 469 (7%) SBI-negative children provided antibiotics in the PICU who could have been spared 1.1 (interquartile range 0.9–3.7) antibiotic-days per patient. CONCLUSIONS Among children who received antibiotics before PICU admission, machine learning models can identify children at low risk of SBI and potentially reduce antibiotic exposure.

This cohort study uses data from the US National COVID Cohort Collaborative to evaluate upper airway infections in children during the surge of the Omicron (B.1.1.529) variant of SARS-CoV-2 in the US.

Importance: Understanding of SARS-CoV-2 infection in US children has been limited by the lack of large, multicenter studies with granular data. Objective: To examine the characteristics, changes over time, outcomes, and severity risk factors of children with SARS-CoV-2 within the National COVID Cohort Collaborative (N3C). Design, Setting, and Participants: A prospective cohort study of encounters with end dates before September 24, 2021, was conducted at 56 N3C facilities throughout the US. Participants included children younger than 19 years at initial SARS-CoV-2 testing. Main Outcomes and Measures: Case incidence and severity over time, demographic and comorbidity severity risk factors, vital sign and laboratory trajectories, clinical outcomes, and acute COVID-19 vs multisystem inflammatory syndrome in children (MIS-C), and Delta vs pre-Delta variant differences for children with SARS-CoV-2. Results: A total of 1068410 children were tested for SARS-CoV-2 and 167262 test results (15.6%) were positive (82882 [49.6%] girls; median age, 11.9 [IQR, 6.0-16.1] years). Among the 10245 children (6.1%) who were hospitalized, 1423 (13.9%) met the criteria for severe disease: mechanical ventilation (796 [7.8%]), vasopressor-inotropic support (868 [8.5%]), extracorporeal membrane oxygenation (42 [0.4%]), or death (131 [1.3%]). Male sex (odds ratio [OR], 1.37; 95% CI, 1.21-1.56), Black/African American race (OR, 1.25; 95% CI, 1.06-1.47), obesity (OR, 1.19; 95% CI, 1.01-1.41), and several pediatric complex chronic condition (PCCC) subcategories were associated with higher severity disease. Vital signs and many laboratory test values from the day of admission were predictive of peak disease severity. Variables associated with increased odds for MIS-C vs acute COVID-19 included male sex (OR, 1.59; 95% CI, 1.33-1.90), Black/African American race (OR, 1.44; 95% CI, 1.17-1.77), younger than 12 years (OR, 1.81; 95% CI, 1.51-2.18), obesity (OR, 1.76; 95% CI, 1.40-2.22), and not having a pediatric complex chronic condition (OR, 0.72; 95% CI, 0.65-0.80). The children with MIS-C had a more inflammatory laboratory profile and severe clinical phenotype, with higher rates of invasive ventilation (117 of 707 [16.5%] vs 514 of 8241 [6.2%]; P

Although Music Therapy, an allied health discipline, is often included in standard care for the treatment of children with mental health disorders, there is a lack of empirical evidence to support its contribution for the care of children and adolescents in mental health services. The goal of this retrospective research is to examine whether group music therapy affects mood states of adolescent inpatients in a psychiatric hospital service based within a large children’s hospital. A secondary aim was to understand if specific patient demographic predictors influenced the mood outcome. Participants included 352 predominately white, non-Hispanic patients (12–21 years old, with a mean age of 15.13 ± 1.88 years) who completed 596 mood measures between August 2010 and March 2013. Participants completed the Fast Assessment of Children’s Emotions (FACE) before and after a group music therapy session. Based on a binary outcome model of change or no change, the probability of a change in total mood score was high (probability of change 0.82 [95%CI 0.79, 0.85]). There were no significant associations between age, gender, or other specific demographics that were tested, nor changes in individual or total mood scores within this sample. This preliminary research documents the immediate impact of group music therapy sessions on mood of adolescent patients in this setting diagnosed with a range of psychiatric disorders.

Aim A single-institution review assessing patient characteristics contributing to daily organ motion in postoperative endometrial and cervical cancer patients treated with intensity-modulated radiotherapy (IMRT). Background The Radiation Therapy Oncology Group has established consensus guidelines for postoperative pelvic IMRT, recommending a 7 mm margin on all three axes of the target volume. Materials and methods Daily shifts on 457 radiation setups for 18 patients were recorded in the x axis (lateral), y axis (superior–inferior) and z axis (anterior–posterior); daily positions of the planning tumor volume were referenced with the initial planning scan to quantify variations. Results Of the 457 sessions, 85 (18.6%) had plan shifts of at least 7 mm in one of the three dimensions. For obese patients (body mass index [BMI] ≥ 30), 75/306 (24.5%) sessions had plan shifts ≥7 mm. Odds of having a shift ≥7 mm in any direction was greater for obese patients under both univariate (OR 4.227, 95% CI 1.235–14.466, p = 0.021) and multivariate (OR 5.000, 95% CI 1.341–18.646, p = 0.016) analyses (MVA). Under MVA, having a BMI ≥ 30 was associated with increased odds of shifts in the anterior–posterior (1.173 mm, 95% CI 0.281–2.065, p = 0.001) and lateral (2.074 mm, 95% CI 1.284–2.864, p 0.000) directions but not in the superior–inferior axis (0.298 mm, 95% CI −0.880 to 1.475, p = 0.619) exceeding 7 mm. Conclusions Based on these findings, the standard planned tumor volume expansion of 7 mm is less likely to account for daily treatment changes in obese patients.

The TG/HDL-C ratio is used as a marker of insulin resistance (IR) in Caucasians. However, there are conflicting data on TG/HDL-C ratio as a predictor of IR in African Americans. Compared to Caucasians, African Americans have lower TG levels and increased insulin levels despite a greater risk for diabetes. We hypothesized that the TG/HDL-C ratio is predictive of IR and/or β-cell function in African American (AA) women.Non-diabetic AA women (n = 41) with a BMI25 kg/m(2) underwent frequently sampled intravenous glucose tolerance test (FSIGTT). Insulin sensitivity (SI) and the acute insulin response to glucose (AIRg) were measured using minimal model and β-cell function was determined by disposition index (DI = S I*AIRg). IR was defined as the lowest tertile of SI (1.8 × 10(-4)min(-1)/μU/ml) and inadequate β cell compensation was defined as the lowest tertile of DI (900). Data were analyzed using logistic regression models and area under the receiver operating characteristic curve (AUC-ROC). An AUC-ROC0.70 was defined as significant discrimination.The mean (± SD) age was 38.5 ± 11.3 years, with BMI of 33.5 ± 6.7 kg/m(2) and fasting glucose of 86.5 ± 10.5 mg/dL. The AUC-ROC for the prediction of DI900 was 0.74 indicating that a higher TG/HDL-C ratio was associated with decreased DI. However, the AUC-ROC for prediction of IR or low AIRg (335 μU/ml) was not significant.This study confirmed that the TG/HDL-C ratio is a poor predictor of IR in AA women. However, we did show an inverse association between the TG/HDL-C ratio and β-cell function, suggesting that this simple tool may effectively identify AA women at risk for DM2.

Introduction Excessive crystalloid resuscitation of blunt injured adults is deleterious. We hypothesize that children, unlike adults, are resistant to the adverse effects of high volume resuscitation. Methods We reviewed the trauma databases at two level-one trauma centers, including all children age 4–16years admitted following blunt trauma with an injury severity score (ISS) ≥15 to determine the relationship between crystalloid volume received and clinical outcomes. Results A total of 384 children were included. After controlling for age, sex, AIS head, ISS, GCS on presentation, hemoglobin, blood transfusion, and surgical procedures in the first 24hours, crystalloid volume greater than 60ml/kg in the first 24hours was associated with increased length of stay (LOS) and need for mechanical ventilation. On univariate analysis, initial crystalloid volume of >60ml/kg was associated with anemia and thrombocytopenia. Volume of resuscitation was not associated with ARDS, ACS, MOF, urinary tract infection, or blood stream infection. However, these complications were exceedingly rare, with no children developing MOF. Conclusions Excessive crystalloid resuscitation was associated with increased hospital LOS and need for mechanical ventilation. Increased rates of other complications including ARDS, ACS, and MOF were not observed. Injured children appear relatively resistant to some of the adverse effects of early high volume fluid resuscitation.

Although dance/movement therapy (DMT) is often used in conjunction with traditional therapies for treating children with psychiatric disorders, the evidence base for this therapy is currently small. The goal of this retrospective research is to examine whether DMT, embedded within larger psychiatric therapeutic programs, affects changes in mood states of adolescents suffering from a variety of psychiatric illnesses. Participants include 402 predominately white, non-Hispanic patients (14–21 years old, with a mean age of 14.56 ± 1.70 years) who completed 671 mood measures between August 2010 and December 2011. Participants completed the Fast Assessment of Children's Emotions before and after a group DMT session. When controlling for pre-mood scores, there was a significant change in all mood states and a significant odds of a change in total mood score, per unit increase in pre-total mood score, after one DMT session (odds ratio = 1.84; p ≤ .01). There was no significant association between patient characteristics and changes in individual or total mood scores, indicating that DMT may be useful for a wide range of patients. The results from this formative study will help researchers develop prospective studies focusing on therapeutic effects of DMT for a wide range of patients.

Objectives/Hypothesis: To evaluate the effect of larynx and esophageal inlet sparing on dysphagia recovery after intensity-modulated radiotherapy (IMRT) for stage III-IV oropharyngeal squamous cell carcinoma. Study Design: Retrospective study. Methods: Of 88 patients treated with IMRT, 38 were planned with a larynx + esophageal inlet mean dose 60 Gy. Mean pharyngeal constrictor doses in patients receiving a mean dose to the larynx + esophageal inlet of ≤50 Gy versus >50 Gy were: 60 Gy and 69 Gy, 55 Gy and 67 Gy, and 47 Gy and 57 Gy, for the superior, middle, and inferior constrictors, respectively (P < .0001). Conclusions: A dose constraint on the larynx and esophageal inlet during IMRT planning reduces dose to pharyngeal constrictors and expedites PEG tube removal.

This project develops computationally efficient software to generate classification of pediatric complex chronic conditions using a free, open-source statistical environment.

Importance Intracranial pressure (ICP) monitoring is a mainstay of therapy for children with traumatic brain injury (TBI), but its overall association with patient outcome is unclear. Objective To test the hypothesis that ICP monitoring is associated with improved functional survival of children with severe TBI. Design, Setting, and Participants A propensity-weighted effectiveness analysis was conducted using 2 linked national databases with data from 30 US children’s hospitals from January 1, 2007, to December 31, 2012, on 3084 children with severe TBI. Clinical events including neurosurgical procedures were identified using validated computable phenotypes. Data analysis was conducted from September 1, 2016, to March 1, 2017. Exposure Placement of an ICP monitor. Main Outcomes and Measures A composite of hospital mortality, discharge to hospice, or survival with placement of new tracheostomy and gastrostomy tubes. Results Of the 3084 children in the study (1128 girls and 1956 boys; mean [SD] age, 7.03 [5.44] years), 1002 (32.4%) underwent ICP monitoring, with substantial hospital variation (6% to 50% by hospital). Overall, 484 children (15.7%) experienced the primary composite outcome. A propensity approach using matching weights generated good covariate balance between those who did and those who did not undergo ICP monitoring. Using a propensity-weighted logistic regression model clustered by hospital, no statistically significant difference was found in functional survival between monitored and unmonitored patients (odds ratio of poor outcome among those who underwent ICP monitoring, 1.31; 95% CI, 0.99-1.74). In a prespecified secondary analysis, no difference in mortality was found (odds ratio, 1.16; 95% CI, 0.89-1.50). Prespecified subgroup analyses of children younger and older than 2 years of age and among those with unintentional and inflicted (intentional) injuries also showed no difference in outcome with ICP monitoring. Conclusions and Relevance With the use of linked national data and validated computable phenotypes, no evidence was found of a benefit from ICP monitoring on functional survival of children with severe TBI. Intracranial pressure monitoring is a widely but inconsistently used technology with incompletely demonstrated effectiveness. A large prospective cohort study or randomized trial is needed.

To analyze the stage-specific management of male breast cancer (MBC) with surgery and radiation therapy (RT) and relate them to outcomes and to female breast cancer (FBC).The Surveillance, Epidemiology, and End Results database was queried for all primary invasive MBC and FBC diagnosed from 1973 to 2008. Analyzable data included age, race, registry, grade, stage, estrogen and progesterone receptor status, type of surgery, and use of RT. Stage was defined as localized (LocD): confined to the breast; regional (RegD): involving skin, chest wall, and/or regional lymph nodes; and distant: M1. The primary endpoint was cause-specific survival (CSS).A total of 4276 cases of MBC and 718,587 cases of FBC were identified. Male breast cancer constituted 0.6% of all breast cancer. Comparing MBC with FBC, mastectomy (M) was used in 87.4% versus 38.3%, and breast-conserving surgery in 12.6% versus 52.6% (P10(-4)). For males with LocD, CSS was not significantly different for the 4.6% treated with lumpectomy/RT versus the 70% treated with M alone (hazard ratio [HR] 1.33; 95% confidence interval [CI] 0.49-3.61; P=.57). Postmastectomy RT was delivered in 33% of males with RegD and was not associated with an improvement in CSS (HR 1.11; 95% CI 0.88-1.41; P=.37). There was a significant increase in the use of postmastectomy RT in MBC over time: 24.3%, 27.2%, and 36.8% for 1973-1987, 1988-1997, and 1998-2008, respectively (P.0001). Cause-specific survival for MBC has improved: the largest significant change was identified for men diagnosed in 1998-2008 compared with 1973-1987 (HR 0.73; 95% CI 0.60-0.88; P=.0004).Surgical management of MBC is dramatically different than for FBC. The majority of males with LocD receive M despite equivalent CSS with lumpectomy/RT. Postmastectomy RT is greatly underutilized in MBC with RegD, although a CSS benefit was not demonstrated. Outcomes for MBC are improving, attributable to improved therapy and its use in this unscreened population.

Purpose To investigate the predictive value of the complete ophthalmic examination at first presentation in foreseeing the need for surgery in patients with pediatric orbital cellulitis. Design Retrospective observational case series. Methods We reviewed 136 cases of radiographically confirmed orbital cellulitis between 2004 and 2012 at Children's Hospital Colorado. The presenting ophthalmic examinations, imaging results, medical and surgical interventions, and clinical complications were recorded. The main outcome measures were ophthalmic examinations on presentation, medical or surgical interventions, and complications. Results The median age was 6.5 years. Of the patients, 56 (41%) underwent surgical intervention, and 80 patients (59%) were managed medically. Patients requiring surgery had higher rates of extraocular motility (EOM) restriction (78.6% vs 38.8% P P P P Conclusions In pediatric orbital cellulitis, the likelihood of surgical intervention can be estimated accurately based on the ophthalmic examination on initial presentation to the hospital. Risk factors for surgery include age older than 9 years, proptosis, EOM restriction, and elevated IOP. These factors may be used to identify patients at high risk for failure of medical management early in the clinical course.

Abstract Introduction A variety of methods have been used to study inflammatory changes in the acutely injured spinal cord. Recently novel multiplex assays have been used in an attempt to overcome limitations in numbers of available targets studied in a single experiment. Other technical challenges in developing pre-clinical rodent models to investigate biomarkers in cerebrospinal fluid (CSF) include relatively small volumes of sample and low concentrations of target proteins. The primary objective of this study was to characterize the inflammatory profile present in CSF at a subacute time point in a clinically relevant rodent model of traumatic spinal cord injury (SCI). Our other aim was to test a microarray proteomics platform specifically for this application. Methods A 34 cytokine sandwich ELISA microarray was used to study inflammatory changes in CSF samples taken 12 days post-cervical SCI in adult rats. The difference between the median foreground signal and the median background signal was measured. Bonferroni and Benjamini-Hochburg multiple testing corrections were applied to limit the False Discovery Rate (FDR), and a linear mixed model was used to account for repeated measures in the array. Results We report a novel subacute SCI biomarker, elevated levels of matrix metalloproteinase-8 protein in CSF, and discuss application of statistical models designed for multiplex testing. Conclusions Major advantages of this assay over conventional methods include high-throughput format, good sensitivity, and reduced sample consumption. This method can be useful for creating comprehensive inflammatory profiles, and biomarkers can be used in the clinic to assess injury severity and to objectively grade response to therapy.