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1.
Nature ; 611(7934): 139-147, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36044993

RESUMO

Severe SARS-CoV-2 infection1 has been associated with highly inflammatory immune activation since the earliest days of the COVID-19 pandemic2-5. More recently, these responses have been associated with the emergence of self-reactive antibodies with pathologic potential6-10, although their origins and resolution have remained unclear11. Previously, we and others have identified extrafollicular B cell activation, a pathway associated with the formation of new autoreactive antibodies in chronic autoimmunity12,13, as a dominant feature of severe and critical COVID-19 (refs. 14-18). Here, using single-cell B cell repertoire analysis of patients with mild and severe disease, we identify the expansion of a naive-derived, low-mutation IgG1 population of antibody-secreting cells (ASCs) reflecting features of low selective pressure. These features correlate with progressive, broad, clinically relevant autoreactivity, particularly directed against nuclear antigens and carbamylated proteins, emerging 10-15 days after the onset of symptoms. Detailed analysis of the low-selection compartment shows a high frequency of clonotypes specific for both SARS-CoV-2 and autoantigens, including pathogenic autoantibodies against the glomerular basement membrane. We further identify the contraction of this pathway on recovery, re-establishment of tolerance standards and concomitant loss of acute-derived ASCs irrespective of antigen specificity. However, serological autoreactivity persists in a subset of patients with postacute sequelae, raising important questions as to the contribution of emerging autoreactivity to continuing symptomology on recovery. In summary, this study demonstrates the origins, breadth and resolution of autoreactivity in severe COVID-19, with implications for early intervention and the treatment of patients with post-COVID sequelae.


Assuntos
Autoanticorpos , Linfócitos B , COVID-19 , Humanos , Autoanticorpos/imunologia , Linfócitos B/imunologia , Linfócitos B/patologia , COVID-19/imunologia , COVID-19/patologia , COVID-19/fisiopatologia , SARS-CoV-2/imunologia , SARS-CoV-2/patogenicidade , Imunoglobulina G/imunologia , Análise de Célula Única , Autoantígenos/imunologia , Membrana Basal/imunologia , Síndrome de COVID-19 Pós-Aguda
2.
BMC Health Serv Res ; 24(1): 622, 2024 May 14.
Artigo em Inglês | MEDLINE | ID: mdl-38741088

RESUMO

IMPORTANCE: A quarter of all 30-day readmissions involve fragmented care, where patients return to a different hospital than their original admission; these readmissions are associated with increased in-hospital mortality and longer lengths-of-stay (LOS). The stress on healthcare systems at the beginning of the COVID-19 pandemic could worsen care fragmentation and related outcomes. OBJECTIVE: To compare fragmented readmissions in 2020 versus 2018-2019 and assess whether mortality and LOS in fragmented readmissions differed in the two time periods. DESIGN: Observational study SETTING: National Readmissions Database (NRD), 2018-2020 PARTICIPANTS: All adults (> 18 y/o) with 30-day readmissions MAIN OUTCOMES AND MEASURES: We examined the percentage of fragmented readmissions over 2018-2020. Using unadjusted and adjusted logistic and linear regressions, we estimated the associations between fragmented readmissions and in-hospital mortality and LOS. RESULTS: 24.0-25.7% of readmissions in 2018-2020 and 27.3%-31.0% of readmissions for COVID-19 were fragmented. 2018-2019 fragmented readmissions were associated with 18-20% higher odds of in-hospital mortality compared to nonfragmented readmissions. Fragmented readmissions for COVID-19 were associated with an 18% increase in in-hospital mortality (AOR 1.18, 95% CI 1.12, 1.24). The LOS of fragmented readmissions in March-November 2018-2019 were on average 0.81 days longer, while fragmented readmissions between March-November of 2020 were associated with a 0.88-1.03 day longer LOS. CONCLUSIONS AND RELEVANCE: A key limitation is that the NRD does not contain information on several patient/hospital-level factors that may be associated with the outcomes of interest. We observed increased fragmentation during COVID-19, but its impact on in-hospital mortality and LOS remained consistent with previous years.


Assuntos
COVID-19 , Bases de Dados Factuais , Mortalidade Hospitalar , Tempo de Internação , Readmissão do Paciente , Humanos , COVID-19/mortalidade , COVID-19/epidemiologia , Readmissão do Paciente/estatística & dados numéricos , Tempo de Internação/estatística & dados numéricos , Masculino , Mortalidade Hospitalar/tendências , Feminino , Pessoa de Meia-Idade , Idoso , Estados Unidos/epidemiologia , Adulto , SARS-CoV-2 , Pandemias , Idoso de 80 Anos ou mais
3.
JAMA ; 329(22): 1934-1946, 2023 06 13.
Artigo em Inglês | MEDLINE | ID: mdl-37278994

RESUMO

Importance: SARS-CoV-2 infection is associated with persistent, relapsing, or new symptoms or other health effects occurring after acute infection, termed postacute sequelae of SARS-CoV-2 infection (PASC), also known as long COVID. Characterizing PASC requires analysis of prospectively and uniformly collected data from diverse uninfected and infected individuals. Objective: To develop a definition of PASC using self-reported symptoms and describe PASC frequencies across cohorts, vaccination status, and number of infections. Design, Setting, and Participants: Prospective observational cohort study of adults with and without SARS-CoV-2 infection at 85 enrolling sites (hospitals, health centers, community organizations) located in 33 states plus Washington, DC, and Puerto Rico. Participants who were enrolled in the RECOVER adult cohort before April 10, 2023, completed a symptom survey 6 months or more after acute symptom onset or test date. Selection included population-based, volunteer, and convenience sampling. Exposure: SARS-CoV-2 infection. Main Outcomes and Measures: PASC and 44 participant-reported symptoms (with severity thresholds). Results: A total of 9764 participants (89% SARS-CoV-2 infected; 71% female; 16% Hispanic/Latino; 15% non-Hispanic Black; median age, 47 years [IQR, 35-60]) met selection criteria. Adjusted odds ratios were 1.5 or greater (infected vs uninfected participants) for 37 symptoms. Symptoms contributing to PASC score included postexertional malaise, fatigue, brain fog, dizziness, gastrointestinal symptoms, palpitations, changes in sexual desire or capacity, loss of or change in smell or taste, thirst, chronic cough, chest pain, and abnormal movements. Among 2231 participants first infected on or after December 1, 2021, and enrolled within 30 days of infection, 224 (10% [95% CI, 8.8%-11%]) were PASC positive at 6 months. Conclusions and Relevance: A definition of PASC was developed based on symptoms in a prospective cohort study. As a first step to providing a framework for other investigations, iterative refinement that further incorporates other clinical features is needed to support actionable definitions of PASC.


Assuntos
COVID-19 , SARS-CoV-2 , Feminino , Adulto , Humanos , Pessoa de Meia-Idade , Masculino , COVID-19/complicações , Estudos Prospectivos , Síndrome de COVID-19 Pós-Aguda , Estudos de Coortes , Progressão da Doença , Fadiga
4.
South Med J ; 115(7): 395-399, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35777742

RESUMO

OBJECTIVES: Although high-stakes interviews are critically important for residents to obtain competitive fellowships, few formalized programs targeting interviewing skills exist. Previous studies demonstrate that mock interviews increase medical students' and healthcare professionals' confidence and improve match rates, but little research has been conducted among medical residents. The objective of our study was to increase trainees' confidence entering fellowship interviews and prepare them for commonly encountered questions via a mock interview program. METHODS: Emory Internal Medicine residency leaders designed a voluntary mock interview program focused on 103 residents (64% of the overall cohort) pursuing fellowship training (median 36, range 30-37/year) from 2018 to 2020. Administrative staff scheduled eight associate program director interviewers for 75 hours of interviews for 3 years (mean 3.6 hours per interviewer per year), ensuring program feasibility. Interviewers underwent faculty development and used a standardized tool with commonly asked interview questions to conduct mock interviews. Interviewers provided feedback on verbal communication, nonverbal communication, professionalism, and, given recent shifts to virtual interviews, camera readiness. We conducted resident surveys to understand their perceptions of mock interview program experiences. RESULTS: Ninety-nine residents pursuing fellowship (96%) enrolled. Fifty (51%) completed the survey (median 20, range 14-22/year); 46 (92%) reported that the mock interviews were helpful or increased their confidence for interview season. CONCLUSIONS: Residents perceived that this high-fidelity mock interview program successfully prepared them at a critical career juncture. This program is feasible, sustainable, adaptable, and scalable, and may be adopted to benefit trainees in any graduate medical education program.


Assuntos
Bolsas de Estudo , Estudantes de Medicina , Educação de Pós-Graduação em Medicina , Retroalimentação , Humanos , Inquéritos e Questionários
5.
Clin Infect Dis ; 73(1): e158-e163, 2021 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-32531019

RESUMO

BACKGROUND: In contrast with respiratory disease caused by influenza, information on the risk of respiratory syncytial virus (RSV) disease among adults with chronic medical conditions (CMCs) is limited. METHODS: We linked population-based surveillance of acute respiratory illness hospitalizations to national administrative data to estimate seasonal RSV hospitalization rates among adults aged 18-80 years with the following preexisting CMCs: chronic obstructive pulmonary disease (COPD), asthma, congestive heart failure (CHF), coronary artery disease (CAD), cerebrovascular accidents (CVA), diabetes mellitus (DM), and end-stage renal disease (ESRD). Age- and ethnicity-adjusted rates stratified by age group were estimated. RESULTS: Among 883 999 adult residents aged 18-80 years, 281 RSV-positive hospitalizations were detected during 2012-2015 winter seasons. Across all ages, RSV hospitalization rates were significantly higher among adults with COPD, asthma, CHF, and CAD compared with those without each corresponding condition. RSV hospitalization rates were significantly higher among adults with ESRD aged 50-64 years and adults with DM aged 18-49 years and 65-80 years compared with adults in each age group without these conditions. No increased risk was seen for adults with CVA. The CMC with the highest risk of RSV hospitalization was CHF (incidence rate ratio [IRR] range, 4.6-36.5 across age strata) and COPD (IRR range, 9.6-9.7). Among RSV-positive adults, CHF and COPD were independently associated with increased length of hospital stay. CONCLUSIONS: Adults with specific CMCs are at increased risk of RSV hospitalizations. Age affects this relationship for some CMCs. Such populations maybe relevant for future RSV prevention strategies.


Assuntos
Influenza Humana , Infecções por Vírus Respiratório Sincicial , Vírus Sincicial Respiratório Humano , Adulto , Doença Crônica , Hospitalização , Humanos , Lactente , Infecções por Vírus Respiratório Sincicial/complicações , Infecções por Vírus Respiratório Sincicial/epidemiologia
6.
J Infect Dis ; 221(2): 183-190, 2020 01 02.
Artigo em Inglês | MEDLINE | ID: mdl-31678990

RESUMO

BACKGROUND: Severe influenza illness is presumed more common in adults with chronic medical conditions (CMCs), but evidence is sparse and often combined into broad CMC categories. METHODS: Residents (aged 18-80 years) of Central and South Auckland hospitalized for World Health Organization-defined severe acute respiratory illness (SARI) (2012-2015) underwent influenza virus polymerase chain reaction testing. The CMC statuses for Auckland residents were modeled using hospitalization International Classification of Diseases, Tenth Revision codes, pharmaceutical claims, and laboratory results. Population-level influenza rates in adults with congestive heart failure (CHF), coronary artery disease (CAD), cerebrovascular accidents (CVA), chronic obstructive pulmonary disease (COPD), asthma, diabetes mellitus (DM), and end-stage renal disease (ESRD) were calculated by Poisson regression stratified by age and adjusted for ethnicity. RESULTS: Among 891 276 adults, 2435 influenza-associated SARI hospitalizations occurred. Rates were significantly higher in those with CMCs compared with those without the respective CMC, except for older adults with DM or those aged <65 years with CVA. The largest effects occurred with CHF (incidence rate ratio [IRR] range, 4.84-13.4 across age strata), ESRD (IRR range, 3.30-9.02), CAD (IRR range, 2.77-10.7), and COPD (IRR range, 5.89-8.78) and tapered with age. CONCLUSIONS: Our findings support the increased risk of severe, laboratory-confirmed influenza disease among adults with specific CMCs compared with those without these conditions.


Assuntos
Doença Crônica/epidemiologia , Influenza Humana/epidemiologia , Adolescente , Adulto , Distribuição por Idade , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Estudos Transversais , Feminino , Hospitalização/estatística & dados numéricos , Humanos , Incidência , Influenza Humana/virologia , Masculino , Pessoa de Meia-Idade , Nova Zelândia/epidemiologia , Estudos Prospectivos , Medição de Risco , Adulto Jovem
7.
Emerg Infect Dis ; 24(1)2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29261092

RESUMO

Infections caused by pan-azole-resistant Aspergillus fumigatus strains have emerged in Europe and recently in the United States. Physicians specializing in infectious diseases reported observing pan-azole-resistant infections and low rates of susceptibility testing, suggesting the need for wider-scale testing.


Assuntos
Aspergilose/tratamento farmacológico , Antifúngicos/uso terapêutico , Aspergilose/epidemiologia , Aspergillus fumigatus/efeitos dos fármacos , Azóis/uso terapêutico , Farmacorresistência Fúngica , Humanos , Infectologia/estatística & dados numéricos , Testes de Sensibilidade Microbiana , Estados Unidos/epidemiologia , Voriconazol/uso terapêutico
8.
Neonatal Netw ; 36(6): 368-373, 2017 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-29185948

RESUMO

Pneumopericardium occurs when air accumulates in the pericardial sac surrounding the heart and is one of the rarest forms of air leaks in neonates. Because of various advances in neonatal care, including gentler modes of ventilation, surfactant replacement, and antenatal steroids, the incidence of pneumopericardium has decreased. Despite the decrease in incidence of pneumopericardium, most cases arise in premature infants with a history of respiratory distress and mechanical ventilation. Evidence has shown that the incidence is inversely related to birth weight and that pneumopericardium has high mortality and morbidity rates.


Assuntos
Barotrauma , Pneumopericárdio , Radiografia Torácica/métodos , Respiração Artificial , Síndrome do Desconforto Respiratório do Recém-Nascido , Barotrauma/diagnóstico , Barotrauma/etiologia , Barotrauma/fisiopatologia , Hemodinâmica , Humanos , Recém-Nascido , Recém-Nascido Prematuro , Terapia Intensiva Neonatal/métodos , Masculino , Pneumopericárdio/diagnóstico , Pneumopericárdio/etiologia , Pneumopericárdio/fisiopatologia , Pneumopericárdio/terapia , Pneumotórax/diagnóstico , Pneumotórax/etiologia , Pneumotórax/terapia , Respiração Artificial/efeitos adversos , Respiração Artificial/métodos , Síndrome do Desconforto Respiratório do Recém-Nascido/diagnóstico , Síndrome do Desconforto Respiratório do Recém-Nascido/etiologia , Síndrome do Desconforto Respiratório do Recém-Nascido/terapia , Suspensão de Tratamento
9.
MMWR Morb Mortal Wkly Rep ; 64(6): 155-6, 2015 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-25695322

RESUMO

In October 2014, a hospital in Connecticut notified CDC and the Connecticut Department of Public Health of a fatal case of gastrointestinal mucormycosis in a preterm infant. The infant, born at 29 weeks' gestation and weighing 1,400 grams (about 3 pounds), had developed signs and symptoms initially consistent with necrotizing enterocolitis approximately 1 week after birth. Exploratory laparotomy revealed complete ischemia of the gastrointestinal tract from the esophagus to the rectum; a portion of necrotic cecum was sent for microscopic examination. Following surgery, the infant developed multiple areas of vascular occlusion, including a large clot in the aorta, findings not usually associated with necrotizing enterocolitis. The infant died soon after. Histopathology results from the resected cecum revealed an angioinvasive fungal infection consistent with mucormycosis. Gastrointestinal mucormycosis is an extremely rare fungal infection caused by mold in the order Mucorales. It occurs predominantly in low birth weight infants, patients with diarrhea and malnutrition, and those receiving peritoneal dialysis; mortality is 85%. Local investigation revealed that the infant had received a dietary supplement, ABC Dophilus Powder, for 7 days, beginning on day 1 of life.


Assuntos
Suplementos Nutricionais/efeitos adversos , Contaminação de Alimentos , Gastroenterite/diagnóstico , Alimentos Infantis/efeitos adversos , Doenças do Prematuro/diagnóstico , Mucormicose/diagnóstico , Connecticut , Evolução Fatal , Gastroenterite/etiologia , Trato Gastrointestinal/irrigação sanguínea , Humanos , Recém-Nascido , Doenças do Prematuro/etiologia , Isquemia/diagnóstico , Isquemia/etiologia , Masculino , Mucormicose/etiologia
10.
Mamm Genome ; 25(5-6): 244-52, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24448715

RESUMO

Estrogens control many aspects of pituitary gland biology, including regulation of lactotroph homeostasis and synthesis and secretion of prolactin. In rat models, these actions are strain specific and heritable, and multiple quantitative trait loci (QTL) have been mapped that impact the responsiveness of the lactotroph to estrogens. One such QTL, Ept7, was mapped to RNO7 in female progeny generated in an intercross between BN rats, in which the lactotroph population is insensitive to estrogens, and ACI rats, which develop lactotroph hyperplasia/adenoma and associated hyperprolactinemia in response to estrogen treatment. The primary objective of this study was to confirm the existence of Ept7 and to quantify the impact of this QTL on responsiveness of the pituitary gland of female and male rats to 17ß-estradiol (E2) and diethylstilbestrol (DES), respectively. Secondary objectives were to determine if Ept7 influences the responsiveness of the male reproductive tract to DES and to identify other discernible phenotypes influenced by Ept7. To achieve these objectives, a congenic rat strain that harbors BN alleles across the Ept7 interval on the genetic background of the ACI strain was generated and characterized to define the effect of administered estrogens on the anterior pituitary gland and male reproductive tissues. Data presented herein indicate Ept7 exerts a marked effect on development of lactotroph hyperplasia in response to estrogen treatment, but does not affect atrophy of the male reproductive tissues in response to hormone treatment. Ept7 was also observed to exert gender specific effects on body weight in young adult rats.


Assuntos
Peso Corporal , Estrogênios/metabolismo , Hipófise/metabolismo , Ratos/genética , Alelos , Animais , Feminino , Masculino , Locos de Características Quantitativas , Ratos/crescimento & desenvolvimento , Ratos/metabolismo , Ratos Endogâmicos ACI , Ratos Endogâmicos BN
11.
Life Sci ; 353: 122940, 2024 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-39098596

RESUMO

Long COVID, a spectrum of symptoms and syndromes that can develop after SARS-COV-2 infection, can significantly affect patients' health, quality of life and impact their ability to productively function in society. There is currently no approved therapy for Long COVID and there is an urgent need for rigorous clinical trials to find such treatments. Although research into the pathophysiology of Long COVID is advancing, investigations into treatment for patients remain underfunded and, as a result, understudied. Owing to the urgency of the Long COVID pandemic and as a research collaborative across a diversity of biomedical innovation value propositions, we are calling for a new approach that parallelizes pathophysiologic and therapeutic research into this condition, leveraging patient-centered research and real-world data to generate hypotheses to assess the effectiveness of existing FDA approved drugs. Accelerated discovery of therapeutics for Long COVID can then be confirmed through efficient and cost-effective adaptive platform clinical trials.


Assuntos
COVID-19 , Síndrome de COVID-19 Pós-Aguda , SARS-CoV-2 , Humanos , COVID-19/terapia , Tratamento Farmacológico da COVID-19 , Antivirais/uso terapêutico , Ensaios Clínicos como Assunto , Qualidade de Vida
12.
J Hosp Med ; 18(3): 234-238, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36598085

RESUMO

Women and persons from racial and ethnic populations underrepresented in medicine (URiM) comprise a substantially lower proportion of academic internal medicine faculty, particularly at senior ranks (associate professors and professors). Numerous factors lead to this inequity which has broad implications for medical education and healthcare. The Emory University Division of General Internal Medicine Grady Section (GIMG) formed the Faculty Review Committee (FRC) in 2013 to address low promotion rates to senior ranks as part of a strategy to foster a more inclusive, equitable environment. The FRC systematically and proactively reviews all GIMG faculty years prior to possible promotion to provide tailored recommendations to bolster professional development and with a goal to expedite successful advancement to senior ranks. Deidentified GIMG academic rank data was compared with aggregate data from Emory University School of Medicine and the American Association of Medical Colleges. In 2020, GIMG had significantly more senior faculty compared with pre-FRC intervention (odds ratio [OR]: 3.94, 95% confidence interval [CI]: 1.65-9.42). Subgroup analyses of non-URiM women GIMG senior faculty compared with preintervention (OR: 11.6, 95% CI: 2.52-53.7), showed a significant increase. A trend toward increased URiM women faculty was also seen. Descriptive analysis suggests that the GIMG group had a higher promotion to senior ranks among women and URiM compared with national and institutional comparators. The FRC is associated with significant increases in the promotion of all faculty and non-URiM women faculty, and an increasing trend of URiM women faculty, effects which help contribute to an equitable academic medicine environment, fostering a more diverse workforce and improved patient outcomes.


Assuntos
Mobilidade Ocupacional , Medicina , Humanos , Feminino , Estados Unidos , Etnicidade , Docentes de Medicina , Grupos Raciais
13.
Brain Behav Immun Health ; 34: 100691, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37842136

RESUMO

Background: Subjective cognitive complaints are frequent following COVID-19 infection, but assessment of whether these complaints map onto objective cognitive findings may not be routine in busy clinical settings. Consequently, opportunities to confirm these complaints and to provide follow-up referrals and appropriate care may be missed, thereby impacting patients' functional independence and quality of life. African Americans are vulnerable to poor outcomes from COVID-19, and thus represent a minority group in whom subjective concerns are especially important to investigate. Towards this end, we examined the frequency and correlates of subjective complaints and objective screening results of African American patients referred to the Post-Acute Sequelae of SARS-CoV-2 (PASC) Clinic at Grady Memorial Hospital, a large county teaching hospital in Atlanta, Georgia. Methods: Eighty seven African American patients (mean age = 52.5, SD = 10.5, range = 30-73) were evaluated between January 28, 2021-October 14, 2021 in the Grady PASC clinic. They ranged from 1 to 17 months post positive SARS-COV-2 antigen testing. Patients were administered a subjective cognitive complaint questionnaire (PROMIS Cognitive Function Scale Short Form 8a) as well as cognitive screening measures including the Mini-Cog (3 item recall, clock) and the Digit Symbol Substitution Test (timed visuomotor sequencing). Mood was assessed via the Patient Health Questionnaire-9, and anxiety via the Generalized Anxiety Disorders Scale. Published norms were used to identify clinically elevated scores. Results: Sixty six (76%) patients denied experiencing meaningful cognitive concerns, and of these, 25 (38%) had positive cognitive screens indicating impaired performance on objective testing. Of 21 patients with subjectively elevated cognitive concerns, 17 (81%) also had positive cognitive screens. There were no significant differences in sociodemographic factors (p values = .07-.71), days post-acute positive SARS-COV-2 Antigen Test (p = .99), disease severity (p values = .67-.75), or COVID-19 comorbidity indices (medical conditions (p values = .20-.77), substance abuse (p = .79), psychiatric history (p values = .11-.99) in those with or without subjective complaints and objective cognitive findings. However, patients with subjective complaints and objective cognitive findings reported more post-COVID-19 anxiety (p = .02) and depression (p = .001). Conclusions: Findings indicate a high concordance between subjective complaints on the PROMIS Cognitive Scale and objectively confirmed cognitive impairments in African Americans. Further, almost 40% who reported no cognitive complaints screened positive for cognitive impairment. Although depression and anxiety are associated with subjective complaints, they do not account for positive cognitive screening results, as those patients without depressive complaints also had similar rates of positive objective screens. The findings suggest that cognitive screening using assessment tools should be routinely performed in African Americans, especially those reporting cognitive symptoms on outcome scales. While future studies are needed to assess long-term outcomes, we highly recommend follow-ups in those with positive screens to characterize the specific domains that are impacted and that could affect activities of daily living and quality of life.

14.
JAMA Netw Open ; 6(7): e2322299, 2023 Jul 03.
Artigo em Inglês | MEDLINE | ID: mdl-37418261

RESUMO

Importance: Natural language processing (NLP) has the potential to enable faster treatment access by reducing clinician response time and improving electronic health record (EHR) efficiency. Objective: To develop an NLP model that can accurately classify patient-initiated EHR messages and triage COVID-19 cases to reduce clinician response time and improve access to antiviral treatment. Design, Setting, and Participants: This retrospective cohort study assessed development of a novel NLP framework to classify patient-initiated EHR messages and subsequently evaluate the model's accuracy. Included patients sent messages via the EHR patient portal from 5 Atlanta, Georgia, hospitals between March 30 and September 1, 2022. Assessment of the model's accuracy consisted of manual review of message contents to confirm the classification label by a team of physicians, nurses, and medical students, followed by retrospective propensity score-matched clinical outcomes analysis. Exposure: Prescription of antiviral treatment for COVID-19. Main Outcomes and Measures: The 2 primary outcomes were (1) physician-validated evaluation of the NLP model's message classification accuracy and (2) analysis of the model's potential clinical effect via increased patient access to treatment. The model classified messages into COVID-19-other (pertaining to COVID-19 but not reporting a positive test), COVID-19-positive (reporting a positive at-home COVID-19 test result), and non-COVID-19 (not pertaining to COVID-19). Results: Among 10 172 patients whose messages were included in analyses, the mean (SD) age was 58 (17) years; 6509 patients (64.0%) were women and 3663 (36.0%) were men. In terms of race and ethnicity, 2544 patients (25.0%) were African American or Black, 20 (0.2%) were American Indian or Alaska Native, 1508 (14.8%) were Asian, 28 (0.3%) were Native Hawaiian or other Pacific Islander, 5980 (58.8%) were White, 91 (0.9%) were more than 1 race or ethnicity, and 1 (0.01%) chose not to answer. The NLP model had high accuracy and sensitivity, with a macro F1 score of 94% and sensitivity of 85% for COVID-19-other, 96% for COVID-19-positive, and 100% for non-COVID-19 messages. Among the 3048 patient-generated messages reporting positive SARS-CoV-2 test results, 2982 (97.8%) were not documented in structured EHR data. Mean (SD) message response time for COVID-19-positive patients who received treatment (364.10 [784.47] minutes) was faster than for those who did not (490.38 [1132.14] minutes; P = .03). Likelihood of antiviral prescription was inversely correlated with message response time (odds ratio, 0.99 [95% CI, 0.98-1.00]; P = .003). Conclusions and Relevance: In this cohort study of 2982 COVID-19-positive patients, a novel NLP model classified patient-initiated EHR messages reporting positive COVID-19 test results with high sensitivity. Furthermore, when responses to patient messages occurred faster, patients were more likely to receive antiviral medical prescription within the 5-day treatment window. Although additional analysis on the effect on clinical outcomes is needed, these findings represent a possible use case for integration of NLP algorithms into clinical care.


Assuntos
COVID-19 , Masculino , Humanos , Feminino , Pessoa de Meia-Idade , COVID-19/diagnóstico , COVID-19/epidemiologia , SARS-CoV-2 , Estudos Retrospectivos , Estudos de Coortes , Registros Eletrônicos de Saúde , Processamento de Linguagem Natural
15.
PLoS One ; 18(7): e0288391, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37428786

RESUMO

BACKGROUND: The impact of COVID-19 severity on development of long-term sequelae remains unclear, and symptom courses are not well defined. METHODS: This ambidirectional cohort study recruited adults with new or worsening symptoms lasting ≥3 weeks from confirmed SARS-CoV-2 infection between August 2020-December 2021. COVID-19 severity was defined as severe for those requiring hospitalization and mild for those not. Symptoms were collected using standardized questionnaires. Multivariable logistical regression estimated odds ratios (OR) and 95% confidence intervals (CI) for associations between clinical variables and symptoms. RESULTS: Of 332 participants enrolled, median age was 52 years (IQR 42-62), 233 (70%) were female, and 172 (52%) were African American. Antecedent COVID-19 was mild in 171 (52%) and severe in 161 (48%). In adjusted models relative to severe cases, mild COVID-19 was associated with greater odds of fatigue (OR:1.83, CI:1.01-3.31), subjective cognitive impairment (OR:2.76, CI:1.53-5.00), headaches (OR:2.15, CI:1.05-4.44), and dizziness (OR:2.41, CI:1.18-4.92). Remdesivir treatment was associated with less fatigue (OR:0.47, CI:0.26-0.86) and fewer participants scoring >1.5 SD on PROMIS Cognitive scales (OR:0.43, CI:0.20-0.92). Fatigue and subjective cognitive impairment prevalence was higher 3-6 months after COVID-19 and persisted (fatigue OR:3.29, CI:2.08-5.20; cognitive OR:2.62, CI:1.67-4.11). Headache was highest at 9-12 months (OR:5.80, CI:1.94-17.3). CONCLUSIONS: Mild antecedent COVID-19 was associated with highly prevalent symptoms, and those treated with remdesivir developed less fatigue and cognitive impairment. Sequelae had a delayed peak, ranging 3-12 months post infection, and many did not improve over time, underscoring the importance of targeted preventative measures.


Assuntos
COVID-19 , Síndrome de COVID-19 Pós-Aguda , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos de Coortes , COVID-19/complicações , Progressão da Doença , Fadiga/etiologia , Cefaleia/etiologia , Síndrome de COVID-19 Pós-Aguda/epidemiologia
16.
Nat Commun ; 14(1): 4201, 2023 07 14.
Artigo em Inglês | MEDLINE | ID: mdl-37452024

RESUMO

While immunologic correlates of COVID-19 have been widely reported, their associations with post-acute sequelae of COVID-19 (PASC) remain less clear. Due to the wide array of PASC presentations, understanding if specific disease features associate with discrete immune processes and therapeutic opportunities is important. Here we profile patients in the recovery phase of COVID-19 via proteomics screening and machine learning to find signatures of ongoing antiviral B cell development, immune-mediated fibrosis, and markers of cell death in PASC patients but not in controls with uncomplicated recovery. Plasma and immune cell profiling further allow the stratification of PASC into inflammatory and non-inflammatory types. Inflammatory PASC, identifiable through a refined set of 12 blood markers, displays evidence of ongoing neutrophil activity, B cell memory alterations, and building autoreactivity more than a year post COVID-19. Our work thus helps refine PASC categorization to aid in both therapeutic targeting and epidemiological investigation of PASC.


Assuntos
COVID-19 , Neutrófilos , Humanos , Síndrome de COVID-19 Pós-Aguda , Inflamação , Antivirais , Progressão da Doença
17.
Virol J ; 9: 31, 2012 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-22273177

RESUMO

BACKGROUND: Cholesterol pathways play an important role at multiple stages during the HIV-1 infection cycle. Here, we investigated the role of cholesterol trafficking in HIV-1 replication utilizing Niemann-Pick Type C disease (NPCD) cells as a model system. RESULTS: We used a unique NPC2-deficient cell line (NPCD55) that exhibited Gag accumulation as well as decreased NPC1 expression after HIV infection. Virus release efficiency from NPCD55 cells was similar to that from control cells. However, we observed a 3 to 4-fold enhancement in the infectivity of virus released from these cells. Fluorescence microscopy revealed accumulation and co-localization of Gag proteins with cholesterol in late endosomal/lysosomal (LE/L) compartments of these cells. Virion-associated cholesterol was 4-fold higher in virions produced in NPCD55 cells relative to virus produced in control cells. Treatment of infected NPCD55 cells with the cholesterol efflux-inducing drug TO-9013171 reduced virus infectivity to control levels. CONCLUSIONS: These results suggest cholesterol trafficking and localization can profoundly affect HIV-1 infectivity by modulating the cholesterol content of the virions.


Assuntos
Proteínas de Transporte/metabolismo , Colesterol/metabolismo , Endossomos/metabolismo , Endossomos/virologia , Glicoproteínas/metabolismo , HIV-1/química , Glicoproteínas de Membrana/metabolismo , Produtos do Gene gag do Vírus da Imunodeficiência Humana/metabolismo , Proteínas de Transporte/genética , Glicoproteínas/deficiência , Glicoproteínas/genética , HIV-1/crescimento & desenvolvimento , HIV-1/patogenicidade , Humanos , Peptídeos e Proteínas de Sinalização Intracelular , Glicoproteínas de Membrana/deficiência , Glicoproteínas de Membrana/genética , Proteína C1 de Niemann-Pick , Proteínas de Transporte Vesicular , Vírion/química
19.
Am J Trop Med Hyg ; 107(4): 766-772, 2022 10 12.
Artigo em Inglês | MEDLINE | ID: mdl-36067990

RESUMO

From August 15, 2015 to March 5, 2016, Tanzania reported 16,521 cholera cases and 251 deaths, with 4,596 cases and 44 deaths in its largest city, Dar es Salaam. To evaluate outbreak response efforts, we conducted a household survey with drinking water testing in the five most affected wards in Dar es Salaam. We interviewed 641 households 6 months after the beginning of the outbreak. Although most respondents knew that cholera causes diarrhea (90%) and would seek care if suspecting cholera (95%), only 45% were aware of the current outbreak in the area and only 5% would use oral rehydration salts (ORS) if ill. Of 200 (31%) respondents reporting no regular water treatment, 46% believed treatment was unnecessary and 18% believed treatment was too expensive. Fecal contamination was found in 45% of water samples and was associated with water availability (P = 0.047). Only 11% of samples had detectable free chlorine residual, which was associated with water availability (P = 0.025), reported current water treatment (P = 0.006), and observed free chlorine product in the household (P = 0.015). The provision of accessible, adequately chlorinated water supply, and implementation of social mobilization campaigns advocating household water treatment and use of ORS should be prioritized to address gaps in cholera prevention and treatment activities.


Assuntos
Cólera , Água Potável , Humanos , Cloro , Cólera/epidemiologia , Cólera/prevenção & controle , Eletrólitos , Sais , Tanzânia/epidemiologia
20.
BMJ Open ; 12(6): e060173, 2022 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-35667727

RESUMO

OBJECTIVES: In August 2016, Campylobacter spp contaminated an untreated reticulated water supply resulting in a large-scale gastroenteritis outbreak affecting an estimated 8320 people. We aimed to determine the incidence of probable reactive arthritis (ReA) cases in individuals with culture-confirmed campylobacteriosis (CC), self-reported probable campylobacteriosis (PC) and those reporting no diarrhoea (ND). DESIGN: We conducted a retrospective cohort study to identify incidence of probable ReA cases. We identified cases with new ReA symptoms using an adapted acute ReA (AReA) telephone questionnaire. Those reporting ≥1 symptom underwent a telephone interview with the study rheumatologist. Probable ReA was defined as spontaneous onset of pain suggestive of inflammatory arthritis in ≥1 previously asymptomatic joint for ≥3 days occurring ≤12 weeks after outbreak onset. SETTING: Population-based epidemiological study in Havelock North, New Zealand. PARTICIPANTS: We enrolled notified CC cases with gastroenteritis symptom onsets 5 August 2016-6 September 2016 and conducted a telephone survey of households supplied by the contaminated water source to enrol PC and ND cases. RESULTS: One hundred and six (47.3%) CC, 47 (32.6%) PC and 113 (34.3%) ND cases completed the AReA telephone questionnaire. Of those reporting ≥1 new ReA symptom, 45 (75.0%) CC, 13 (68.4%) PC and 14 (82.4%) ND cases completed the rheumatologist telephone interview. Nineteen CC, 4 PC and 2 ND cases developed probable ReA, resulting in minimum incidences of 8.5%, 2.8% and 0.6% and maximum incidences of 23.9%, 12.4% and 2.15%. DISCUSSION: We describe high probable ReA incidences among gastroenteritis case types during a very large Campylobacter gastroenteritis outbreak using a resource-efficient method that is feasible to employ in future outbreaks.


Assuntos
Artrite Reativa , Infecções por Campylobacter , Gastroenterite , Infecções Intra-Abdominais , Artrite Reativa/epidemiologia , Artrite Reativa/etiologia , Infecções por Campylobacter/epidemiologia , Estudos de Coortes , Surtos de Doenças , Gastroenterite/complicações , Gastroenterite/epidemiologia , Humanos , Incidência , Infecções Intra-Abdominais/complicações , Nova Zelândia/epidemiologia , Estudos Retrospectivos
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