We introduce a paradigm of completely non-invasive, on-demand diagnostics that may replace common blood-based laboratory tests using only a smartphone app and photos. We initially targeted anemia, a ...blood condition characterized by low blood hemoglobin levels that afflicts >2 billion people. Our app estimates hemoglobin levels by analyzing color and metadata of fingernail bed smartphone photos and detects anemia (hemoglobin levels <12.5 g dL
) with an accuracy of ±2.4 g dL
and a sensitivity of 97% (95% CI, 89-100%) when compared with CBC hemoglobin levels (n = 100 subjects), indicating its viability to serve as a non-invasive anemia screening tool. Moreover, with personalized calibration, this system achieves an accuracy of ±0.92 g dL
of CBC hemoglobin levels (n = 16), empowering chronic anemia patients to serially monitor their hemoglobin levels instantaneously and remotely. Our on-demand system enables anyone with a smartphone to download an app and immediately detect anemia anywhere and anytime.
Staphylococcus aureus (S. aureus) is known to cause human infections and since the late 1990s, community-onset antibiotic resistant infections (methicillin resistant S. aureus (MRSA)) continue to ...cause significant infections in the United States. Skin and soft tissue infections (SSTIs) still account for the majority of these in the outpatient setting. Machine learning can predict the location-based risks for community-level S. aureus infections. Multi-year (2002-2016) electronic health records of children <19 years old with S. aureus infections were queried for patient level data for demographic, clinical, and laboratory information. Area level data (Block group) was abstracted from U.S. Census data. A machine learning ecological niche model, maximum entropy (MaxEnt), was applied to assess model performance of specific place-based factors (determined a priori) associated with S. aureus infections; analyses were structured to compare methicillin resistant (MRSA) against methicillin sensitive S. aureus (MSSA) infections. Differences in rates of MRSA and MSSA infections were determined by comparing those which occurred in the early phase (2002-2005) and those in the later phase (2006-2016). Multi-level modeling was applied to identify risks factors for S. aureus infections. Among 16,124 unique patients with community-onset MRSA and MSSA, majority occurred in the most densely populated neighborhoods of Atlanta's metropolitan area. MaxEnt model performance showed the training AUC ranged from 0.771 to 0.824, while the testing AUC ranged from 0.769 to 0.839. Population density was the area variable which contributed the most in predicting S. aureus disease (stratified by CO-MRSA and CO-MSSA) across early and late periods. Race contributed more to CO-MRSA prediction models during the early and late periods than for CO-MSSA. Machine learning accurately predicts which densely populated areas are at highest and lowest risk for community-onset S. aureus infections over a 14-year time span.
ObjectiveTo characterise individual and area-level risks associated with invasive or skin and soft tissue (SSTIs) Staphylococcus aureus infections comparing methicillin-resistant S. aureus (MRSA) ...with methicillin-sensitive S. aureus (MSSA); and highlight differences between children and adults.SettingA population-based study from 21 reporting laboratories located in Georgia Health District 3 (HD3), an eight-county catchment area around metro Atlanta.ParticipantsA case is a resident of HD3 from whom S. aureus had been isolated in 2017.Primary outcomeCulture-confirmed S. aureus infections, classified as skin and soft tissue (proxy for non-invasive) or invasive, by methicillin-sensitivity status.ResultsThe incidence of SSTIs was 19.7/100 000, compared with 5.2/100 000 for invasive infections. Adults experienced higher rates of SSTIs (22.3/100 000) and invasive infections (6.7/100 000) compared with children with SSTIs (13.0/100 000) and invasive infections (1.3/100 000). Risks of MRSA versus MSSA SSTIs were similar for children and adults. Black individuals with SSTIs were more likely to have MRSA than white individuals (children (OR 1.43, 95% CI 1.16 to 1.76); adults (OR 1.24, 95% CI 1.08 to 1.42)). Adults with invasive MRSA were more likely to be black (adjusted OR 1.69, 95% CI 1.25 to 2.29) compared with those with invasive MSSA. Children with invasive MRSA were more likely from a racial-ethnic concentrated area (OR 4.66, 95% CI 1.85 to 11.71). Hotspots of MRSA were found in crowded areas with higher rates of black populations.ConclusionsThe risk of MRSA infections in children and adults can be defined by unique area-level sociodemographic characteristics which were distinct for those areas associated with MSSA infections. Place-based risks of MRSA or MSSA can be used to develop target public health interventions to decrease transmission and incidence.
The bidirectional Glenn operation: A risk factor analysis for morbidity and mortality Kogon, Brian E., MD; Plattner, Courtney, BA; Leong, Traci, PhD ...
Journal of thoracic and cardiovascular surgery/The Journal of thoracic and cardiovascular surgery/The journal of thoracic and cardiovascular surgery,
11/2008, Letnik:
136, Številka:
5
Journal Article
Recenzirano
Odprti dostop
Objective Patients with single ventricle heart defects often undergo a palliative bidirectional Glenn operation. For this operation, we analyzed potential risk factors for morbidity and mortality. We ...also evaluated the effects of a persistent left superior vena cava by comparing the outcomes of unilateral and bilateral operations. Methods We reviewed the clinical records of 270 consecutive patients who underwent a bidirectional Glenn operation between 2001 and 2007. A total of 226 patients underwent unilateral operations and 44 patients underwent bilateral operations. Patient characteristics included weight and age, single ventricle morphology, vena caval anatomy, and previous surgery. Operative details included cardiopulmonary bypass technique and duration, pulmonary artery management, hemi-Fontan construction, concomitant procedures, and hemodynamics. Outcome data included duration of chest tube drainage, lengths of intensive care unit and hospital stay, morbidity, and mortality (<30 days). Results The median length of chest tube drainage was 2.4 days (range 1–20 days). Risk factors for prolonged drainage were elevated central venous pressure ( P = .015) and transpulmonary gradient ( P = .011). The median lengths of stay in the intensive care unit and hospital were 50 hours (range 20–1628 hours) and 5 days (range 2–83 days), respectively. Risk factors for both included prolonged cardiopulmonary bypass time, elevated central venous pressure and transpulmonary gradient, and right ventricular morphology. Overall, 72 of 270 patients (27%) had 116 postoperative complications. Risk factors included prolonged cardiopulmonary bypass time ( P = .002) and elevated central venous pressure ( P = .029). Mortality was 2 of 270 patients (0.7%). No risk factors for death were identified. Weight (median 6.8 kg vs 6.2 kg, P = .038) and age (median 186 days vs 159 days, P = .001) at the time of surgery were significantly greater in the bilateral bidirectional Glenn group compared with the unilateral group. However, there was no difference in any of the outcome variables. Conclusion Outcomes were adversely affected primarily by prolonged cardiopulmonary bypass time, elevated central venous pressure and transpulmonary gradient, and right ventricular morphology. Specifically, outcomes were unaffected by the presence of a left superior vena cava, cannulation strategy, or antegrade pulmonary blood flow. There were few differences between the unilateral and bilateral groups, none of which were postoperative outcomes.
Community- associated methicillin resistant Staphylococcus aureus (CA-MRSA) cause serious infections and rates continue to rise worldwide. Use of geocoded electronic health record (EHR) data to ...prevent spread of disease is limited in health service research. We demonstrate how geocoded EHR and spatial analyses can be used to identify risks for CA-MRSA in children, which are tied to place-based determinants and would not be uncovered using traditional EHR data analyses.
An epidemiology study was conducted on children from January 1, 2002 through December 31, 2010 who were treated for Staphylococcus aureus infections. A generalized estimated equations (GEE) model was developed and crude and adjusted odds ratios were based on S. aureus risks. We measured the risk of S. aureus as standardized incidence ratios (SIR) calculated within aggregated US 2010 Census tracts called spatially adaptive filters, and then created maps that differentiate the geographic patterns of antibiotic resistant and non-resistant forms of S. aureus.
CA-MRSA rates increased at higher rates compared to non-resistant forms, p = 0.01. Children with no or public health insurance had higher odds of CA-MRSA infection. Black children were almost 1.5 times as likely as white children to have CA-MRSA infections (aOR 95% CI 1.44,1.75, p < 0.0001); this finding persisted at the block group level (p < 0.001) along with household crowding (p < 0.001). The youngest category of age (< 4 years) also had increased risk for CA-MRSA (aOR 1.65, 95%CI 1.48, 1.83, p < 0.0001). CA-MRSA encompasses larger areas with higher SIRs compared to non-resistant forms and were found in block groups with higher proportion of blacks (r = 0.517, p < 0.001), younger age (r = 0.137, p < 0.001), and crowding (r = 0.320, p < 0.001).
In the Atlanta MSA, the risk for CA-MRSA is associated with neighborhood-level measures of racial composition, household crowding, and age of children. Neighborhoods which have higher proportion of blacks, household crowding, and children < 4 years of age are at greatest risk. Understanding spatial relationship at a community level and how it relates to risks for antibiotic resistant infections is important to combat the growing numbers and spread of such infections like CA-MRSA.
The Head and Neck Intergroup conducted a Phase III randomized trial to determine whether the addition weekly cisplatin to daily radiation therapy (RT) would improve survival in patients with ...unresectable squamous cell head-and-neck carcinoma.
Eligible patients were randomized to RT (70 Gy at 1.8-2 Gy/day) or to the identical RT with weekly cisplatin dosed at 20 mg/m(2). Failure-free survival (FFS) and overall survival (OS) curves were estimated with the Kaplan-Meier method and compared with the log rank test.
Between 1982 and 1987, 371 patients were accrued, and 308 patients were found eligible for analysis. Median follow-up was 62 months. The median FFS was 6.5 and 7.2 months for the RT and RT + cisplatin groups, respectively (p = 0.30). The p value for the treatment difference was p = 0.096 in multivariate modeling of FFS (compared to a p = 0.30 in univariate analysis). Expected acute toxicities were significantly increased with the addition of cisplatin except for in-field RT toxicities. Late toxicities were not significantly different except for significantly more esophageal (9% vs. 3%, p = 0.03) and laryngeal (11% vs. 4%, p = 0.05) late toxicities in the RT + cisplatin group.
The addition of concurrent weekly cisplatin at 20 mg/m(2) to daily radiation did not improve survival, although there was evidence of activity. Low-dose weekly cisplatin seems to have modest tumor radiosensitization but can increase the risk of late swallowing complications.
Reentry injury is a risk associated with repeat sternotomy for cardiac surgery. This risk has been well defined for adults, but there is less information available for patients with congenital heart ...disease. The goal of this review was to identify the incidence, risk factors, and outcomes for reentry injury in patients with congenital heart disease.
Eight hundred two patients with congenital heart disease had 1,000 consecutive repeat sternotomies between August 2000 and November 2007. Records were reviewed for demographics, history, operative techniques, and outcomes. Univariate risk factors for reentry injury and operative mortality were assessed.
Median age and weight were 2.1 years (range, 0.1 to 34.6 years) and 11 kg (range, 2.5 to 123 kg). There were 639 second, 287 third, and 74 fourth or higher sternotomies. There were 13 reentry injuries (1.3%) involving right ventricle-pulmonary artery conduits (n = 4), aorta or aortic conduits (n = 3), right ventricular outflow tract patches or pseudoaneurysms (n = 3), and others (n = 3). Risk factors for injury were presence of a right ventricle-pulmonary artery conduit (6 of 115 with conduit 5.2% versus 7 of 885 without 0.8%; p < 0.001) and sternotomy number (relative risk, 2.28; p < 0.001). Reentry injury was associated with longer procedure times (median, 420 minutes with injury versus 248 without; p < 0.001). Operative mortality occurred in 18 patients and was associated with sternotomy number and procedure time (p < 0.001), but not reentry injury (p = 0.2).
Risk of reentry injury during repeat sternotomy for congenital heart disease is low. Increasing sternotomy number and the presence of a right ventricle-pulmonary artery conduit are risk factors for reentry injury. However, reentry injury is not associated with increased risk of operative mortality.
Summary Introduction and objective Management of primary vesicoureteral reflux (VUR) remains controversial, and reflux grade currently constitutes an important prognostic factor. Previous reports ...have demonstrated that distal ureteral diameter ratio (UDR) may be more predictive of outcome than vesicoureteral reflux (VUR) grade. We performed an external validation study in young children, evaluating early spontaneous resolution rates relative to reflux grade and UDR. Study design Voiding cystourethrograms (VCUGs) were reviewed. UDR was computed by measuring largest ureteral diameter within the pelvis and dividing by the distance between the L1 and L3 vertebral bodies (Figure). VUR grade and UDR were tested in univariate and multivariable analyses. Primary outcome was status of VUR at last clinical follow-up (i.e. resolution, persistence, or surgical intervention). Demographics, VUR timing, laterality, and imaging indication were also assessed. Results One-hundred and forty-seven children (98 girls, 49 boys) were diagnosed with primary VUR at a mean age of 5.5 ± 4.7 months. Sixty-seven (45.6%) resolved spontaneously, 55 (37.4%) had persistent disease, and 25 (17%) were surgically corrected. Patients who spontaneously resolved had significantly lower VUR grade, refluxed later during bladder filling, and had significantly lower UDR. In a multivariable model, grade of VUR ( p = 0.001), age <12 months ( p = 0.008), ureteral diameter ( p = 0.02), and UDR ( p < 0.0001) achieved statistical significance. For every 0.1 unit increase in UDR, there was a 2.6 (95% CI 1.58–4.44) increased odds of persistent VUR, whereas a 1.6 (95% CI 0.9–3.0) increased odds was observed for every unit increase in grade. Discussion Both grade of reflux and UDR were statistically significant in a multivariable model; however, UDR had a higher likelihood ratio and was more predictive of early spontaneous resolution than grade alone. Furthermore, unlike traditional VUR grading where children with grade 1–5 may outgrow reflux depending on other factors, there appears to be a consistent UDR cutoff whereby patients are unlikely to resolve. In the present study, no child with a UDR greater than 0.43 experienced early spontaneous resolution, and only three (4.5%) of those with spontaneous resolution had a UDR above 0.35. Conclusions UDR correlates with reflux grade, and is predictive of early resolution in children with primary VUR. UDR is an objective measurement of VUR, and provides valuable prognostic information about spontaneous resolution, facilitating more individualized patient care.
One of the current controversies in the field of adult congenital heart disease is whether patients should be cared for at an adult or pediatric facility and by an adult or pediatric heart surgeon. ...After transitioning our program from the children's hospital to the adult hospital, we analyzed our experience with each system.
Between 2000 and 2007, 303 operations were performed on adults (age >or= 18 years) with congenital heart disease. One hundred eighty-five operations were performed in an adult hospital and 118 in a pediatric hospital. Forty-six operations were performed by an adult heart surgeon and 257 by a congenital heart surgeon.
Mean age, coexisting medical problems, and preoperative risk factors were higher in both the adult hospital group and adult surgeon group compared with the respective pediatric groups. Mortality was similar at the adult and pediatric hospitals (4.3% versus 5.1%), but was markedly higher in the adult surgeon group compared with the pediatric surgeon group (15.2% versus 2.7%; p = 0.0008). By multivariate analysis, risk factors for mortality included older age at the time of surgery (p = 0.028), surgery performed at a children's hospital (p = 0.013), and surgery performed by an adult heart surgeon (p = 0.0004).
Congenital heart surgery can be performed in adults with reasonable morbidity and mortality. Caring for an anticipated aging adult congenital population with increasingly numerous coexisting medical problems and risk factors is best facilitated in an adult hospital setting. Also, when surgery becomes necessary, these adult patients are best served by a congenital heart surgeon.
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