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1.
Clin Infect Dis ; 76(2): 220-228, 2023 01 13.
Artigo em Inglês | MEDLINE | ID: mdl-36348510

RESUMO

BACKGROUND: Pregnant persons are at increased risk of severe coronavirus disease 2019 (COVID-19) and adverse obstetric outcomes. Understanding maternal antibody response, duration, and transplacental transfer after severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and COVID-19 vaccination is important to inform public health recommendations. METHODS: This prospective observational cohort study included 351 pregnant people who had SARS-CoV-2 infection or COVID-19 vaccination during pregnancy. Immunoglobulin (Ig) G and IgM to SARS-CoV-2 S1 receptor binding domain were measured in maternal and cord blood. Antibody levels and transplacental transfer ratios were compared across (1) disease severity for those with SARS-CoV-2 infection and (2) infection versus vaccination. RESULTS: There were 252 individuals with SARS-CoV-2 infection and 99 who received COVID-19 vaccination during pregnancy. Birthing people with more severe SARS-CoV-2 infection had higher maternal and cord blood IgG levels (P = .0001, P = .0001). Median IgG transfer ratio was 0.87-1.2. Maternal and cord blood IgG were higher after vaccination than infection (P = .001, P = .001). Transfer ratio was higher after 90 days in the vaccinated group (P < .001). Modeling showed higher amplitude and half-life of maternal IgG following vaccination (P < .0001). There were no significant differences by fetal sex. CONCLUSIONS: COVID-19 vaccination in pregnancy leads to higher and longer lasting maternal IgG levels, higher cord blood IgG, and higher transfer ratio after 90 days compared with SARS-CoV-2 infection. Greater infection severity leads to higher maternal and cord blood antibodies. Maternal IgG decreases over time following both vaccination and infection, reinforcing the importance of vaccination, even after infection, and vaccine boosters for pregnant patients.


Assuntos
COVID-19 , Feminino , Gravidez , Humanos , COVID-19/prevenção & controle , SARS-CoV-2 , Formação de Anticorpos , Vacinas contra COVID-19 , Estudos Prospectivos , Vacinação , Imunoglobulina G , Anticorpos Antivirais
2.
BMC Pregnancy Childbirth ; 23(1): 400, 2023 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-37254067

RESUMO

OBJECTIVE: To evaluate the choice of antibiotic used for intrapartum Group B Streptococcus (GBS) prophylaxis in pregnant individuals with reported penicillin allergies compared to those without reported penicillin allergies and investigate whether there are associated differences in neonatal outcomes. STUDY DESIGN: This retrospective cohort study included mother-infant dyads of GBS positive pregnant individuals who labored and delivered newborns ≥ 35 weeks of gestation at a high-volume urban hospital (2005-2018). The type of antibiotic administered to the mothers for GBS prophylaxis (beta-lactam prophylaxis defined as penicillin-class drug or cefazolin; alternative prophylaxis defined as vancomycin or clindamycin) was compared between those with a penicillin allergy documented in their medical record versus those who did not. Neonatal outcomes included number of postnatal blood draws, antibiotic administration, neonatal intensive care unit (NICU) admission, bacteremia, and hospital length of stay and were compared between groups. Bivariable and multivariable analyses were performed. RESULTS: Of 11,334 mother-infant pairs, 1170 (10.3%) mothers had a penicillin allergy documented in their medical record. Of them, 49 (4.2%) received a penicillin, 259 (22.1%) received cefazolin, 449 (38.4%) received clindamycin, and 413 (35.3%) received vancomycin. Patients with a reported penicillin allergy were significantly more likely to receive alternative GBS prophylaxis compared to those without penicillin allergy (73.7% vs. 0.2%, p < 0.01). Neonates of patients who received alternative GBS prophylaxis were significantly more likely to undergo a postnatal lab draw compared to neonates of patients who received beta-lactam antibiotics (20.8% vs. 17.3%, OR 1.25 (95% CI 1.08-1.46)). This significant association persisted after adjusting for potential confounders (aOR 1.23, 95% CI 1.06-1.43). There were no other significant differences seen in other newborn outcomes. CONCLUSION: Pregnant individuals who report a penicillin allergy were more likely to receive alternative antibiotics for GBS prophylaxis compared to those without a penicillin allergy. This was associated with an increased frequency of postnatal blood draws among neonates of mothers with a reported penicillin allergy. Administration of alternative intrapartum antibiotic prophylaxis with vancomycin or clindamycin is common in individuals with self-reported penicillin allergy, and maternal alternative antibiotic administration may impact neonatal care, particularly via increased lab draws.


Assuntos
Antibacterianos , Antibioticoprofilaxia , Hipersensibilidade a Drogas , Hipersensibilidade , Complicações Infecciosas na Gravidez , Infecções Estreptocócicas , Feminino , Humanos , Recém-Nascido , Gravidez , Antibacterianos/efeitos adversos , Antibioticoprofilaxia/efeitos adversos , Cefazolina/efeitos adversos , Clindamicina , Hipersensibilidade a Drogas/etiologia , Hipersensibilidade a Drogas/prevenção & controle , Mães , Penicilinas/efeitos adversos , Complicações Infecciosas na Gravidez/tratamento farmacológico , Complicações Infecciosas na Gravidez/prevenção & controle , Estudos Retrospectivos , Infecções Estreptocócicas/prevenção & controle , Streptococcus agalactiae , Vancomicina/efeitos adversos
3.
Infancy ; 28(1): 136-157, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36070207

RESUMO

The association between prenatal stress and children's socioemotional development is well established. The COVID-19 pandemic has been a particularly stressful period, which may impact the gestational environment. However, most studies to-date have examined prenatal stress at a single time point, potentially masking the natural variation in stress that occurs over time, especially during a time as uncertain as the pandemic. This study leveraged dense ecological momentary assessments from a prenatal randomized control trial to examine patterns of prenatal stress over a 14-week period (up to four assessments/day) in a U.S. sample of 72 mothers and infants. We first examined whether varied features of stress exposure (lability, mean, and baseline stress) differed depending on whether mothers reported on their stress before or during the pandemic. We next examined which features of stress were associated with 3-month-old infants' negative affect. We did not find differences in stress patterns before and during the pandemic. However, greater stress lability, accounting for baseline and mean stress, was associated with higher infant negative affect. These findings suggest that pathways from prenatal stress exposure to infant socioemotional development are complex, and close attention to stress patterns over time will be important for explicating these pathways.


Assuntos
COVID-19 , Pandemias , Criança , Feminino , Gravidez , Lactente , Humanos , Estresse Psicológico/metabolismo , Estresse Psicológico/psicologia , Mães/psicologia , Afeto
4.
Pediatr Res ; 91(2): 447-453, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34952937

RESUMO

Immunologic responses during sepsis vary significantly among patients and evolve over the course of illness. Sepsis has a direct impact on the immune system due to adverse alteration of the production, maturation, function, and apoptosis of immune cells. Dysregulation in both the innate and adaptive immune responses during sepsis leads to a range of phenotypes consisting of both hyperinflammation and immunosuppression that can result in immunoparalysis. In this review, we discuss components of immune dysregulation in sepsis, biomarkers and functional immune assays to aid in immunophenotyping patients, and evolving immunomodulatory therapies. Important research gaps for the future include: (1) Defining how age, host factors including prior exposures, and genetics impact the trajectory of sepsis in children, (2) Developing tools for rapid assessment of immune function in sepsis, and (3) Assessing how evolving pediatric sepsis endotypes respond differently to immunomodulation. Although multiple promising immunomodulatory agents exist or are in development, access to rapid immunophenotyping will be needed to identify which children are most likely to benefit from which therapy. Advancements in the ability to perform multidimensional endotyping will be key to developing a personalized approach to children with sepsis. IMPACT: Immunologic responses during sepsis vary significantly among patients and evolve over the course of illness. The resulting spectrum of immunoparalysis that can occur due to sepsis can increase morbidity and mortality in children and adults. This narrative review summarizes the current literature surrounding biomarkers and functional immunologic assays for immune dysregulation in sepsis, with a focus on immunomodulatory therapies that have been evaluated in sepsis. A precision approach toward diagnostic endotyping and therapeutics, including gene expression, will allow for optimal clinical trials to evaluate the efficacy of individualized and targeted treatments for pediatric sepsis.


Assuntos
Sepse/imunologia , Biomarcadores/metabolismo , Criança , Humanos , Fatores Imunológicos/uso terapêutico , Sepse/tratamento farmacológico
5.
J Perinat Med ; 50(3): 334-342, 2022 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-34882359

RESUMO

OBJECTIVES: We evaluated inpatient management, transition to home, breastfeeding, growth, and clinical outcomes of infants born to mothers diagnosed with SARS-CoV-2 infection in pregnancy and followed in a Federally Qualified Health Center (FQHC), that serves a diverse and low-income patient population, from birth through 6 months of life. METHODS: Infants born between 4/3/20 and 7/26/20 at Prentice Women's Hospital with mothers who received prenatal care at Erie Family Health Center (Erie), the second largest FQHC in Illinois, and had confirmed SARS-CoV-2 during pregnancy were included. Data were abstracted from delivery hospital admission and outpatient follow-up appointments between 4/8/20 and 2/4/21. RESULTS: Thirty-three infants met inclusion criteria. Average gestational age was 38.9 weeks (IQR 37.6-40.4), 3 (10%) were premature and 5 (15%) required NICU admission. Nearly all (97%) mothers expressed intent to breastfeed. Outpatient follow-up rates were similar to historical cohorts and 82% (23/28) of infants were vaccination compliant. Growth parameters showed normal distributions at all time points. At 6 months, any and exclusive breast milk feeding rates were lower compared to historic cohorts (18 vs. 36%, p<0.05, 0 vs. 21%, p<0.01). Three infants (10%) received development-related referrals, one carried an underlying genetic diagnosis. Outpatient visits were predominantly face-to-face with telemedicine use comprising only 6% of visits (11/182). CONCLUSIONS: Longitudinal follow-up of 33 publicly insured infants born to mothers with SARS-CoV-2 infection in pregnancy followed in an FQHC showed high rates of follow-up and vaccination compliance, normal growth patterns and reassuring clinical status, and lower than expected rates of breastfeeding.


Assuntos
COVID-19/epidemiologia , Desenvolvimento Infantil , Saúde do Lactente , Complicações Infecciosas na Gravidez/epidemiologia , Adulto , COVID-19/diagnóstico , Feminino , Seguimentos , Humanos , Illinois , Lactente , Recém-Nascido , Estudos Longitudinais , Medicaid , Gravidez , Complicações Infecciosas na Gravidez/diagnóstico , Cuidado Pré-Natal , SARS-CoV-2 , Estados Unidos
6.
Dev Psychobiol ; 63(4): 622-640, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33225463

RESUMO

Prenatal stress exposure increases vulnerability to virtually all forms of psychopathology. Based on this robust evidence base, we propose a "Mental Health, Earlier" paradigm shift for prenatal stress research, which moves from the documentation of stress-related outcomes to their prevention, with a focus on infant neurodevelopmental indicators of vulnerability to subsequent mental health problems. Achieving this requires an expansive team science approach. As an exemplar, we introduce the Promoting Healthy Brain Project (PHBP), a randomized trial testing the impact of the Wellness-4-2 personalized prenatal stress-reduction intervention on stress-related alterations in infant neurodevelopmental trajectories in the first year of life. Wellness-4-2 utilizes bio-integrated stress monitoring for just-in-time adaptive intervention. We highlight unique challenges and opportunities this novel team science approach presents in synergizing expertise across predictive analytics, bioengineering, health information technology, prevention science, maternal-fetal medicine, neonatology, pediatrics, and neurodevelopmental science. We discuss how innovations across many areas of study facilitate this personalized preventive approach, using developmentally sensitive brain and behavioral methods to investigate whether altering children's adverse gestational exposures, i.e., maternal stress in the womb, can improve their mental health outlooks. In so doing, we seek to propel developmental SEED research towards preventive applications with the potential to reduce the pernicious effect of prenatal stress on neurodevelopment, mental health, and wellbeing.


Assuntos
Transtornos Mentais , Efeitos Tardios da Exposição Pré-Natal , Encéfalo , Criança , Feminino , Humanos , Lactente , Saúde Mental , Gravidez , Efeitos Tardios da Exposição Pré-Natal/prevenção & controle
7.
J Pediatr ; 224: 150-152, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32565095

RESUMO

This is a single-center US case series of 18 infants <90 days old who tested positive for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). These infants had a mild febrile illness without significant pulmonary disease. One-half of the infants were hospitalized; 1 had bacterial urinary tract co-infection. Nasopharyngeal viral loads were notably high. Latinx ethnicity was overrepresented.


Assuntos
Infecções por Coronavirus/diagnóstico , Febre/diagnóstico , Pneumonia Viral/diagnóstico , Betacoronavirus , COVID-19 , Teste para COVID-19 , Chicago , Técnicas de Laboratório Clínico , Feminino , Febre/virologia , Hospitalização , Humanos , Lactente , Masculino , Pandemias , Admissão do Paciente , Reação em Cadeia da Polimerase Via Transcriptase Reversa , SARS-CoV-2 , Testes Sorológicos , Infecções Urinárias/complicações , Infecções Urinárias/microbiologia , Carga Viral
8.
Pediatr Radiol ; 49(9): 1229-1233, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31093724

RESUMO

In children, acute osteomyelitis, an infection of the bone, is most commonly hematogeneous in origin. Osteomyelitis is most often diagnosed with magnetic resonance imaging (MRI) and findings may include marrow signal changes on T1 and T2, with abnormal enhancement after gadolinium. Imaging helps detect any associated intraosseous or subperiosteal abscesses, which may require orthopedic drainage. In this pictorial essay, we demonstrate the association of acute pediatric osteomyelitis with physeal separation, resulting in what may be confused for simple trauma, although there was no known history of trauma in any of the cases we researched. All of the cases had a large subperiosteal fluid collection with marked separation of the epiphysis from the metaphysis. It is important to recognize this potential association in osteomyelitis, as it is readily visible by radiographs and may lead to diagnostic uncertainty.


Assuntos
Epífises/diagnóstico por imagem , Epífises/microbiologia , Imageamento por Ressonância Magnética/métodos , Osteomielite/diagnóstico por imagem , Osteomielite/microbiologia , Doença Aguda , Meios de Contraste , Diagnóstico Diferencial , Feminino , Fêmur , Humanos , Úmero , Lactente , Recém-Nascido , Masculino , Osteomielite/terapia
9.
Pediatr Radiol ; 47(6): 657-664, 2017 May.
Artigo em Inglês | MEDLINE | ID: mdl-28283727

RESUMO

BACKGROUND: Numerous recent articles have reported brain gadolinium deposition when using linear but not macrocyclic gadolinium-based contrast agents (GBCAs). OBJECTIVE: To determine the current landscape of gadolinium use among pediatric institutions and the knowledge base of radiologists and referring providers with regard to GBCAs and brain gadolinium deposition. MATERIALS AND METHODS: We e-mailed voluntary closed surveys to 5,390 physicians in various pediatric professional societies between January 2016 and March 2016. We used chi-square and Fisher exact tests to compare response distributions among specialties. RESULTS: We found that 80% of surveyed pediatric hospitals use macrocyclic contrast agents. In the last year, 58% switched their agent, most commonly to gadoterate meglumine, with the most common reason being brain gadolinium deposition. Furthermore, surveys indicated that 23% of hospitals are considering switching, and, of these, 83% would switch to gadoterate meglumine; the most common reasons were brain gadolinium deposition and safety. Radiologists were more aware of brain gadolinium deposition than non-radiologist physicians (87% vs. 26%; P<0.0001). Radiologists and referring providers expressed similar levels of concern (95% and 89%). Twelve percent of radiologists and 2% of referring providers reported patients asking about brain gadolinium deposition. Radiologists were significantly more comfortable addressing patient inquiries than referring pediatric physicians (48% vs. 6%; P<0.0001). The number of MRIs requested by referring pediatric physicians correlated with their knowledge of brain gadolinium deposition, contrast agent used by their hospital, and comfort discussing brain gadolinium deposition with patients (P<0.0001). CONCLUSION: Since the discovery of brain gadolinium deposition, many pediatric hospitals have switched to or plan to switch to a more stable macrocyclic MR contrast agent, most commonly gadoterate meglumine. Despite this, there is need for substantial further education of radiologists and referring pediatric providers regarding GBCAs and brain gadolinium deposition.


Assuntos
Encéfalo/metabolismo , Meios de Contraste/farmacocinética , Gadolínio/farmacocinética , Imageamento por Ressonância Magnética , Criança , Humanos , América do Norte , Estudos Prospectivos , Sociedades Médicas , Inquéritos e Questionários
10.
Antimicrob Agents Chemother ; 60(4): 2572-6, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26883693

RESUMO

We assessed the pharmacokinetics and safety of solithromycin, a fluoroketolide antibiotic, in a phase 1, open-label, multicenter study of 13 adolescents with suspected or confirmed bacterial infections. On days 3 to 5, the mean (standard deviation) maximum plasma concentration and area under the concentration versus time curve from 0 to 24 h were 0.74 µg/ml (0.61 µg/ml) and 9.28 µg · h/ml (6.30 µg · h/ml), respectively. The exposure and safety in this small cohort of adolescents were comparable to those for adults. (This study has been registered at ClinicalTrials.gov under registration no. NCT01966055.).


Assuntos
Antibacterianos/farmacocinética , Infecções Bacterianas/tratamento farmacológico , Macrolídeos/farmacocinética , Triazóis/farmacocinética , Adolescente , Adulto , Antibacterianos/sangue , Área Sob a Curva , Infecções Bacterianas/sangue , Criança , Teste em Amostras de Sangue Seco , Feminino , Humanos , Macrolídeos/sangue , Masculino , Segurança do Paciente , Triazóis/sangue
12.
J Perinat Med ; 44(5): 491-7, 2016 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-26845716

RESUMO

AIM: Current clinical and laboratory diagnostics for neonatal infection are inadequate. An infant's systemic inflammatory response may be identified earlier than clinical suspicion by a computerized algorithm (RALIS) incorporating multiple vital signs (VS). We tested the ability of RALIS to detect late onset infection (LOI) earlier than clinically suspected. METHODS: We conducted a retrospective review of infants enrolled in a birth cohort study at Prentice Women's Hospital. VS data (heart rate, respirations, temperature, desaturation, bradycardia) were extracted from electronic records of 73 premature infants (born ≤28 weeks' gestation; survived first month). RALIS generated a continuous output for the first 28 days of life. A score ≥5 for 6 h triggered an alert. The time of RALIS alert to time of clinical suspicion of infection (time culture sent) was measured for each episode of suspected and/or confirmed LOI. RESULTS: Among the 73 infants followed with RALIS, there were 34 episodes of culture-positive LOI, seven culture-negative but treated episodes, and 13 false-positive culture (untreated) episodes. Twenty-five infants had no culture-positive or treated sepsis events during the observation period. There was a positive linear association between alert and culture (ß=0.88, P<0.001). Mean absolute time difference between alert and culture was 59.4 h before culture. Sensitivity and specificity of RALIS for LOI were 0.82 and 0.44. CONCLUSION: The RALIS algorithm is a sensitive indicator for early detection of infection in preterm infants. Further modifications to improve the specificity of the algorithm are needed prior to application of VS modeling to patient antibiotic treatment decisions.


Assuntos
Algoritmos , Diagnóstico por Computador/métodos , Lactente Extremamente Prematuro , Sepse Neonatal/diagnóstico , Sinais Vitais , Estudos de Coortes , Sistemas Computacionais , Diagnóstico por Computador/estatística & dados numéricos , Diagnóstico Precoce , Reações Falso-Positivas , Idade Gestacional , Humanos , Recém-Nascido , Monitorização Fisiológica/métodos , Monitorização Fisiológica/estatística & dados numéricos , Estudos Retrospectivos
13.
medRxiv ; 2024 Jun 21.
Artigo em Inglês | MEDLINE | ID: mdl-38947010

RESUMO

Neonatal health is dependent on early risk stratification, diagnosis, and timely management of potentially devastating conditions, particularly in the setting of prematurity. Many of these conditions are poorly predicted in real-time by clinical data and current diagnostics. Umbilical cord blood may represent a novel source of molecular signatures that provides a window into the state of the fetus at birth. In this study, we comprehensively characterized the cord blood proteome of infants born between 24 to 42 weeks using untargeted mass spectrometry and functional enrichment analysis. We determined that the cord blood proteome at birth varies significantly across gestational development. Proteins that function in structural development and growth (e.g., extracellular matrix organization, lipid particle remodeling, and blood vessel development) are more abundant earlier in gestation. In later gestations, proteins with increased abundance are in immune response and inflammatory pathways, including complements and calcium-binding proteins. Furthermore, these data contribute to the knowledge of the physiologic state of neonates across gestational age, which is crucial to understand as we strive to best support postnatal development in preterm infants, determine mechanisms of pathology causing adverse health outcomes, and develop cord blood biomarkers to help tailor our diagnosis and therapeutics for critical neonatal conditions.

14.
Learn Health Syst ; 8(3): e10417, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-39036530

RESUMO

Introduction: The rapid development of artificial intelligence (AI) in healthcare has exposed the unmet need for growing a multidisciplinary workforce that can collaborate effectively in the learning health systems. Maximizing the synergy among multiple teams is critical for Collaborative AI in Healthcare. Methods: We have developed a series of data, tools, and educational resources for cultivating the next generation of multidisciplinary workforce for Collaborative AI in Healthcare. We built bulk-natural language processing pipelines to extract structured information from clinical notes and stored them in common data models. We developed multimodal AI/machine learning (ML) tools and tutorials to enrich the toolbox of the multidisciplinary workforce to analyze multimodal healthcare data. We have created a fertile ground to cross-pollinate clinicians and AI scientists and train the next generation of AI health workforce to collaborate effectively. Results: Our work has democratized access to unstructured health information, AI/ML tools and resources for healthcare, and collaborative education resources. From 2017 to 2022, this has enabled studies in multiple clinical specialties resulting in 68 peer-reviewed publications. In 2022, our cross-discipline efforts converged and institutionalized into the Center for Collaborative AI in Healthcare. Conclusions: Our Collaborative AI in Healthcare initiatives has created valuable educational and practical resources. They have enabled more clinicians, scientists, and hospital administrators to successfully apply AI methods in their daily research and practice, develop closer collaborations, and advanced the institution-level learning health system.

15.
Otolaryngol Head Neck Surg ; 170(5): 1430-1441, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38415855

RESUMO

OBJECTIVE: To determine the positivity rate of congenital cytomegalovirus (cCMV) testing among universal, hearing-targeted CMV testing (HT-cCMV) and delayed targeted dried blood spot (DBS) testing newborn screening programs, and to examine the characteristics of successful HT-cCMV testing programs. STUDY DESIGN: Prospective survey of birth hospitals performing early CMV testing. SETTING: Multiple institutions. METHODS: Birth hospitals participating in the National Institutes of Health ValEAR clinical trial were surveyed to determine the rates of cCMV positivity associated with 3 different testing approaches: universal testing, HT-cCMV, and DBS testing. A mixed methods model was created to determine associations between successful HT-cCMV screening and specific screening protocols. RESULTS: Eighty-two birth hospitals were surveyed from February 2019 to December 2021. Seven thousand six hundred seventy infants underwent universal screening, 9017 infants HT-cCMV and 535 infants delayed DBS testing. The rates of cCMV positivity were 0.5%, 1.5%, and 7.3%, respectively. The positivity rate for universal CMV screening was less during the COVID-19 pandemic than that reported prior to the pandemic. There were no statistically significant drops in positivity for any approach during the pandemic. For HT-cCMV testing, unique order sets and rigorous posttesting protocols were associated with successful screening programs. CONCLUSION: Rates of cCMV positivity differed among the 3 approaches. The rates are comparable to cohort studies reported in the literature. Universal CMV prevalence decreased during the pandemic but not significantly. Institutions with specific order set for CMV testing where the primary care physician orders the test and the nurse facilitates the testing process exhibited higher rates of HT-cCMV testing.


Assuntos
Infecções por Citomegalovirus , Triagem Neonatal , Humanos , Infecções por Citomegalovirus/diagnóstico , Infecções por Citomegalovirus/congênito , Infecções por Citomegalovirus/epidemiologia , Triagem Neonatal/métodos , Recém-Nascido , Estudos Prospectivos , COVID-19/epidemiologia , COVID-19/diagnóstico , Estados Unidos/epidemiologia , Teste em Amostras de Sangue Seco , Feminino , Masculino
16.
J Am Med Inform Assoc ; 30(5): 923-931, 2023 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-36821435

RESUMO

OBJECTIVES: Vaccines are crucial components of pandemic responses. Over 12 billion coronavirus disease 2019 (COVID-19) vaccines were administered at the time of writing. However, public perceptions of vaccines have been complex. We integrated social media and surveillance data to unravel the evolving perceptions of COVID-19 vaccines. MATERIALS AND METHODS: Applying human-in-the-loop deep learning models, we analyzed sentiments towards COVID-19 vaccines in 11 211 672 tweets of 2 203 681 users from 2020 to 2022. The diverse sentiment patterns were juxtaposed against user demographics, public health surveillance data of over 180 countries, and worldwide event timelines. A subanalysis was performed targeting the subpopulation of pregnant people. Additional feature analyses based on user-generated content suggested possible sources of vaccine hesitancy. RESULTS: Our trained deep learning model demonstrated performances comparable to educated humans, yielding an accuracy of 0.92 in sentiment analysis against our manually curated dataset. Albeit fluctuations, sentiments were found more positive over time, followed by a subsequence upswing in population-level vaccine uptake. Distinguishable patterns were revealed among subgroups stratified by demographic variables. Encouraging news or events were detected surrounding positive sentiments crests. Sentiments in pregnancy-related tweets demonstrated a lagged pattern compared with the general population, with delayed vaccine uptake trends. Feature analysis detected hesitancies stemmed from clinical trial logics, risks and complications, and urgency of scientific evidence. DISCUSSION: Integrating social media and public health surveillance data, we associated the sentiments at individual level with observed populational-level vaccination patterns. By unraveling the distinctive patterns across subpopulations, the findings provided evidence-based strategies for improving vaccine promotion during pandemics.


Assuntos
COVID-19 , Mídias Sociais , Feminino , Gravidez , Humanos , Vacinas contra COVID-19 , Análise de Sentimentos , COVID-19/prevenção & controle , Pandemias , Vigilância em Saúde Pública
17.
Int J Surg Pathol ; 31(4): 387-397, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35645148

RESUMO

Objectives. The goal of this study is to describe placental pathology after infection with SARS-CoV-2 before the predominance of variants of concern (pre-VOC) and during eras of predominant transmission of the Alpha & Gamma (co-circulating), Delta, and Omicron variants. Methods. We used county-level variant data to establish population-level variant proportions, SARS-CoV-2 PCR to identify cases, and IgG serology to exclude latent infections from controls and histopathologic examination to identify placental pathology. Results. We report findings in 870 placentas from pregnancies complicated by SARS-CoV-2 including 90 with infection in the Alpha/Gamma era, 60 from the Delta era and 56 from the Omicron era. Features of maternal vascular malperfusion (MVM), including decidual arteriopathy, were significantly more frequent after SARS-CoV-2 infection. The risk of these findings varied over time, with the highest rates in the Delta era. Increased COVID-19 severity and the presence of comorbidities strengthened these associations. Conclusion. MVM is a feature of SARS-CoV-2 infection in pregnancy. Lesion frequency changed with the predominant circulating virus and should be considered with new variants.


Assuntos
COVID-19 , Complicações Infecciosas na Gravidez , Gravidez , Humanos , Feminino , SARS-CoV-2 , Placenta , Testes de Função Tireóidea
18.
Med Image Comput Comput Assist Interv ; 14225: 116-126, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38911098

RESUMO

The placenta is a valuable organ that can aid in understanding adverse events during pregnancy and predicting issues post-birth. Manual pathological examination and report generation, however, are laborious and resource-intensive. Limitations in diagnostic accuracy and model efficiency have impeded previous attempts to automate placenta analysis. This study presents a novel framework for the automatic analysis of placenta images that aims to improve accuracy and efficiency. Building on previous vision-language contrastive learning (VLC) methods, we propose two enhancements, namely Pathology Report Feature Recomposition and Distributional Feature Recomposition, which increase representation robustness and mitigate feature suppression. In addition, we employ efficient neural networks as image encoders to achieve model compression and inference acceleration. Experiments validate that the proposed approach outperforms prior work in both performance and efficiency by significant margins. The benefits of our method, including enhanced efficacy and deployability, may have significant implications for reproductive healthcare, particularly in rural areas or low- and middle-income countries.

19.
Placenta ; 121: 79-81, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35290925

RESUMO

SARS-CoV-2 infection in pregnancy and COVID placentitis are associated with an increased risk of stillbirth. We sought to investigate the presence of maternal viremia in people with SARS-CoV-2 infection during pregnancy who had histologic placentitis versus those without placentitis. SARS-CoV-2 qRT-PCR was performed on plasma from 6 patients with COVID placentitis and 12 matched controls without placentitis. SARS-CoV-2 infection occurred between 4/2020-1/2021; the latency between SARS-CoV-2 diagnosis and delivery was 0-76 days. Two placentitis cases demonstrated viremia (1 stillbirth and 1 well infant), while 12/12 controls were negative. Future research may consider viremia as a possible marker of COVID placentitis.


Assuntos
COVID-19 , Complicações Infecciosas na Gravidez , COVID-19/complicações , Teste para COVID-19 , Feminino , Humanos , Gravidez , Complicações Infecciosas na Gravidez/diagnóstico , Complicações Infecciosas na Gravidez/patologia , SARS-CoV-2 , Natimorto , Viremia
20.
J Pediatr Surg ; 57(9): 102-106, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34991867

RESUMO

INTRODUCTION: Intraabdominal abscesses (IAA) are a common complication following appendectomy. Empiric antibiotic regimens may fail to prevent IAA due to changes in bacterial resistance. We aim to describe the bacteriology of pediatric patients requiring drainage of an IAA after an appendectomy for appendicitis. METHODS: We performed a retrospective study of patients ≤18 years who underwent percutaneous drainage of an IAA following appendectomy a single U.S. children's hospital between 2015 and 2018. Patient demographics, appendicitis characteristics, antibiotic regimens, and culture data were collected. RESULTS: In total, 71 patients required drainage of an IAA of which 48 (67%) were male, the average age was 9.81 (SD 3.31) years and 68 (95.7%) having complicated appendicitis. Ceftriaxone/metronidazole was the most common empiric regimen prior to IAA drainage occurring in 64 (90.1%) patients. IAA cultures isolated organisms in 34 (47.9%) patients. Of those with positive cultures, 17 (50%) cases demonstrated an antimicrobial resistant organism. Most notably, 20% of Escherichia coli was resistant to the empiric regimen. Empiric antimicrobial regimens did not appropriately cover 92.3% of Pseudomonas aeruginosa cultures or 100% of Enterococcus species cultures. Antimicrobial regimens were changed following IAA drainage in 30 (42.2%) instances with 23 (32.4%) instances due to resistance in culture results or lack of appropriate empiric antimicrobial coverage. CONCLUSIONS: IAA culture data following appendectomy for appendicitis frequently demonstrates resistance to or lack of appropriate coverage by empiric antimicrobial regimens. These data support close review of IAA culture results to identify prevalent resistant pathogens along with local changes in resistance. LEVEL OF EVIDENCE: Level III.


Assuntos
Abscesso Abdominal , Apendicite , Laparoscopia , Abscesso Abdominal/tratamento farmacológico , Abscesso Abdominal/etiologia , Abscesso Abdominal/cirurgia , Abscesso/cirurgia , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Apendicectomia/efeitos adversos , Apendicite/complicações , Apendicite/cirurgia , Criança , Drenagem/métodos , Resistência Microbiana a Medicamentos , Escherichia coli , Feminino , Humanos , Laparoscopia/efeitos adversos , Masculino , Complicações Pós-Operatórias/etiologia , Estudos Retrospectivos
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