RESUMO
During X chromosome inactivation (XCI), Xist RNA coats and silences one of the two X chromosomes in female cells. Little is known about how XCI spreads across the chromosome, although LINE-1 elements have been proposed to play a role. Here we show that LINEs participate in creating a silent nuclear compartment into which genes become recruited. A subset of young LINE-1 elements, however, is expressed during XCI, rather than being silenced. We demonstrate that such LINE expression requires the specific heterochromatic state induced by Xist. These LINEs often lie within escape-prone regions of the X chromosome, but close to genes that are subject to XCI, and are associated with putative endo-siRNAs. LINEs may thus facilitate XCI at different levels, with silent LINEs participating in assembly of a heterochromatic nuclear compartment induced by Xist, and active LINEs participating in local propagation of XCI into regions that would otherwise be prone to escape.
Assuntos
Heterocromatina/metabolismo , Elementos Nucleotídeos Longos e Dispersos , Inativação do Cromossomo X , Animais , Linhagem Celular , Células-Tronco Embrionárias/metabolismo , Feminino , Humanos , Camundongos , RNA Longo não Codificante , RNA não Traduzido/metabolismo , Transcrição Gênica , Cromossomo X/metabolismoRESUMO
In the modern era, it is unknown if people that are virally suppressed with HIV (PWH) are at increased risk for acute kidney injury (AKI) compared to people without HIV and no studies have compared the risk of AKI by viral suppression status. Here, we determined the associations of HIV status and AKI among PWH with and without viral suppression compared to people without HIV. An observational cohort study of PWH and people without HIV hospitalized in a large New York City health system between 2010-2019 was conducted. Multivariable Cox proportional hazards models were used to determine associations between HIV status and risk of AKI, severe AKI and development of chronic kidney disease (CKD). Among 173,884 hospitalized patients, 4,718 had HIV; 2,532 (53.7%) were virally suppressed and 2,186 (46.3%) were not suppressed. Compared to people without HIV, PWH with and without viral suppression were at increased risk of AKI (adjusted hazard ratio 1.27, 95% confidence interval 1.15, 1.40 and 1.73, 1.58, 1.90, respectively) and AKI requiring kidney replacement therapy (1.89, 1.27, 2.84 and 1.87, 1.23, 2.84, respectively). Incremental, graded associations were observed between HIV status and Stage 2 or 3 AKI, and among AKI survivors, and incident CKD. The elevated risk of AKI across ages of PWH was similar in magnitude to older people without HIV. Thus, regardless of virologic control, HIV is an independent risk factor for AKI among hospitalized patients. Future studies should determine the mechanisms by which HIV increases susceptibility to AKI and identify strategies to prevent AKI in PWH.
RESUMO
BACKGROUND: Little is known about the long-term health sequelae and outcomes of various organ failures in ICU survivors of Covid-19. The aim of our research was to study the characteristics of 120-day ICU survivors of the initial pandemic surge and report their long term (>6â months) outcomes. METHODS: We conducted a telephone questionnaire-based follow up study of 120- day survivors of Covid-19 admitted to ICUs at Montefiore Medical Center, Bronx, NY from 3/10/2020 to 4/11/2020. The study period was 2â months (11/1/2020-12/31/2020). RESULTS: 126 out of 300 (42%) survived to 120-days post-hospital discharge. The median age of survivors was 54 (47-61) years. Seventy-eight (62%) patients developed acute kidney injury (AKI); thirty-five (44.9%) of them required renal replacement therapy (RRT). One hundred-five (83.3%) required invasive mechanical ventilation; ten of them required tracheotomy. 103 (81.7%) completed the telephone questionnaire-based study, at a median (IQR) of 216.5 (200-234.5) days after hospital discharge. 29 (28.2%) patients reported persistent shortness of breath, 24, (23.3%) complained of persistent cough, and persistent anosmia in 9 (8.8%). AKI resolved completely in 58 (74.4%) patients. Of 35 AKI patients who required initiation of RRT during hospitalization, 27 (77%) were liberated from RRT and 20 (57%) had resolution of AKI. Of 20 patients without AKI resolution, 12 developed chronic kidney disease, whereas 8 still require RRT. Thirty-three (32.4%) patients developed post-traumatic stress disorder (PTSD) and 10 (11.8%) reported major depression. Many of the patients (68%) regained baseline functional status. Readmissions occurred in 22.3% patients within first 6â months after discharge. CONCLUSION: Persistent symptoms of long Covid have been reported in ICU survivors of Covid-19 for extended durations. Outcomes of Covid-19 associated acute kidney injury are excellent. There is a high incidence of PTSD and depression in COVID-19 ICU survivors. Functional outcomes are good, but these patients remain at increased risk of hospital readmission.
Assuntos
Injúria Renal Aguda , COVID-19 , Injúria Renal Aguda/epidemiologia , Injúria Renal Aguda/etiologia , Injúria Renal Aguda/terapia , COVID-19/complicações , Estado Terminal/terapia , Feminino , Seguimentos , Humanos , Unidades de Terapia Intensiva , Masculino , Pessoa de Meia-Idade , Terapia de Substituição Renal , Sobreviventes , Síndrome de COVID-19 Pós-AgudaRESUMO
PURPOSE: Social determinants of health may significantly impact overall health and drive health disparities. We evaluated the association between social determinants of health and overactive bladder severity. MATERIALS AND METHODS: We conducted a multicenter, cross-sectional study of patients presenting to outpatient female pelvic medicine and reconstructive surgery clinics at Montefiore Medical Center (Bronx, New York) and Johns Hopkins Bayview Medical Center (Baltimore, Maryland) from November 2018 to November 2019. Surveys were administered to screen for overactive bladder (Overactive Bladder-Validated 8-Question Screener) and to evaluate social determinants of health. Ordinal logistic regression models were used to examine the association between overactive bladder symptom level and social determinants of health items, while adjusting for age, race, body mass index, parity, history of pelvic surgery and clinical site. RESULTS: A total of 256 patients with a mean±SD age of 58.6±14.2 years and body mass index of 30.4±7.5 kg/m2 were recruited over a 12-month period. Our sample was 33.6% White, 32% Black and 29.3% Hispanic, with 5.1% categorized as other. A higher overactive bladder symptom level was associated with food insecurity (OR 2.51, 95% CI 1.03-6.11), financial strain (OR 1.94, 95% CI 1.06-3.53), difficulty finding or keeping employment (OR 3.14, 95% CI 1.01-9.72) and difficulty concentrating (OR 2.48, 95% CI 1.25-4.95), after adjusting for site, age, race, body mass index, parity and previous pelvic surgery. CONCLUSIONS: In this cross-sectional study, certain social determinants of health were associated with greater overactive bladder severity. Unmet social needs may impact the success of overactive bladder treatment. Urologists should consider collaborating with social work and mental health specialists to better serve patients with overactive bladder and social determinants of health needs.
Assuntos
Determinantes Sociais da Saúde , Bexiga Urinária Hiperativa/diagnóstico , Adulto , Idoso , Estudos Transversais , Feminino , Humanos , Pessoa de Meia-Idade , Índice de Gravidade de Doença , Avaliação de SintomasRESUMO
Approaches and guidelines for performing subgroup analysis to assess heterogeneity of treatment effect in clinical trials have been the topic of numerous papers in the statistical and clinical literature, but have been discussed predominantly in the context of conventional superiority trials. Concerns about treatment heterogeneity are the same if not greater in non-inferiority (NI) trials, especially since overall similarity between two treatment arms in a successful NI trial could be due to the existence of qualitative interactions that are more likely when comparing two active therapies. Even in unsuccessful NI trials, subgroup analyses can yield important insights about the potential reasons for failure to demonstrate non-inferiority of the experimental therapy. Recent NI trials have performed a priori subgroup analyses using standard statistical tests for interaction, but there is increasing interest in more flexible machine learning approaches for post-hoc subgroup discovery. The performance and practical application of such methods in NI trials have not been systematically explored, however. We considered the Virtual Twin method for the NI setting, an algorithm for subgroup identification that combines random forest with classification and regression trees, and conducted extensive simulation studies to examine its performance under different NI trial conditions and to devise decision rules for selecting the final subgroups. We illustrate the utility of the method with data from a NI trial that was conducted to compare two acupuncture treatments for chronic musculoskeletal pain.
Assuntos
Projetos de Pesquisa , Simulação por Computador , Estudos de Equivalência como Asunto , HumanosRESUMO
OBJECTIVES: To characterize the association between the use of physiologic assessment (central venous pressure, pulmonary artery occlusion pressure, stroke volume variation, pulse pressure variation, passive leg raise test, and critical care ultrasound) with fluid and vasopressor administration 24 hours after shock onset and with in-hospital mortality. DESIGN: Multicenter prospective cohort study between September 2017 and February 2018. SETTINGS: Thirty-four hospitals in the United States and Jordan. PATIENTS: Consecutive adult patients requiring admission to the ICU with systolic blood pressure less than or equal to 90 mm Hg, mean arterial blood pressure less than or equal to 65 mm Hg, or need for vasopressor. INTERVENTIONS: None. MEASUREMENT AND MAIN RESULTS: Of 1,639 patients enrolled, 39% had physiologic assessments. Use of physiologic assessment was not associated with cumulative fluid administered within 24 hours of shock onset, after accounting for baseline characteristics, etiology and location of shock, ICU types, Acute Physiology and Chronic Health Evaluation III, and hospital (beta coefficient, 0.04; 95% CI, -0.07 to 0.15). In multivariate analysis, the use of physiologic assessment was associated with a higher likelihood of vasopressor use (adjusted odds ratio, 1.98; 95% CI, 1.45-2.71) and higher 24-hour cumulative vasopressor dosing as norepinephrine equivalent (beta coefficient, 0.37; 95% CI, 0.19-0.55). The use of vasopressor was associated with increased odds of in-hospital mortality (adjusted odds ratio, 1.88; 95% CI, 1.27-2.78). In-hospital mortality was not associated with the use of physiologic assessment (adjusted odds ratio, 0.86; 95% CI, 0.63-1.18). CONCLUSIONS: The use of physiologic assessment in the 24 hours after shock onset is associated with increased use of vasopressor but not with fluid administration.
Assuntos
Hidratação/estatística & dados numéricos , Mortalidade Hospitalar/tendências , Choque/mortalidade , Choque/terapia , Vasoconstritores/uso terapêutico , APACHE , Adulto , Idoso , Idoso de 80 Anos ou mais , Pressão Sanguínea , Pressão Venosa Central , Relação Dose-Resposta a Droga , Feminino , Hidratação/métodos , Humanos , Unidades de Terapia Intensiva/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Escores de Disfunção Orgânica , Estudos Prospectivos , Choque/diagnóstico , Choque/tratamento farmacológico , Vasoconstritores/administração & dosagemRESUMO
BACKGROUND: The first confirmed case of novel coronavirus (2019-nCoV) infection in the United States was reported from the state of Washington in January, 2020. By March, 2020, New York City had become the epicenter of the outbreak in the United States. METHODS: We tracked all patients with confirmed coronavirus-19 (COVID-19) infection admitted to intensive care units (ICU) at Montefiore Medical Center (Bronx, NY). Data were obtained through manual review of electronic medical records. Patients had at least 30 days of follow-up. RESULTS: Our first 300 ICU patients were admitted March 10 through April 11, 2020. The majority (60.7%) of patients were men. Acute respiratory distress syndrome (ARDS) was documented in 91.7% of patients; 91.3% required mechanical ventilation. Prone positioning was employed in 58% of patients and neuromuscular blockade in 47.8% of mechanically-ventilated patients. Neither intervention was associated with decreased mortality. Vasopressors were required in 77.7% of patients. Acute kidney injury (AKI) was present on admission in 40.7% of patients, and developed subsequently in 36.0%; 50.9% of patients with AKI received renal replacement therapy (RRT). Overall 30-day mortality rate was 52.3%, and 55.8% among patients receiving mechanical ventilation. In univariate analysis, higher mortality rate was associated with increasing age, male sex, hypertension, obesity, smoking, number of comorbidities, AKI on presentation, and need for vasopressor support. A representative multivariable model for 30-day mortality is also presented, containing patient age, gender, body mass index, and AKI at admission. As of May 11, 2020, 2 patients (0.7%) remained hospitalized. CONCLUSIONS: Mortality in critical illness associated with COVID-19 is high. The majority of patients develop ARDS requiring mechanical ventilation, vasopressor-dependent shock, and AKI. The variation in mortality rates reported to date likely reflects differences in the severity of illness of the evaluated populations.
Assuntos
Betacoronavirus , Infecções por Coronavirus/mortalidade , Cuidados Críticos/estatística & dados numéricos , Estado Terminal/mortalidade , Pneumonia Viral/mortalidade , Injúria Renal Aguda/mortalidade , Injúria Renal Aguda/virologia , Adulto , Idoso , COVID-19 , Infecções por Coronavirus/complicações , Cuidados Críticos/métodos , Feminino , Hospitalização/estatística & dados numéricos , Humanos , Unidades de Terapia Intensiva/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Cidade de Nova Iorque/epidemiologia , Pandemias , Pneumonia Viral/complicações , Respiração Artificial/mortalidade , Síndrome do Desconforto Respiratório/mortalidade , Síndrome do Desconforto Respiratório/virologia , SARS-CoV-2RESUMO
Objective: Most acute-care hospitals have transitioned from sliding-scale to basal-bolus insulin therapy to manage hyperglycemia during hospitalization, but there is limited scientific evidence demonstrating better short-term clinical outcomes using the latter approach. The present study sought to determine if using basal-bolus insulin therapy favorably affects these outcomes in noncritical care settings and, if so, whether the magnitude of benefit differs in patients with known versus newly diagnosed type 2 diabetes. Methods: This natural experiment compared outcomes in 10,120 non-critically ill adults with type 2 diabetes admitted to an academic teaching hospital before and after hospital-wide implementation of a basal-bolus insulin therapy protocol. A group of 30,271 inpatients without diabetes (type 1 or 2) served as controls. Binomial models were used to compare percentages of patients with type 2 diabetes who were transferred to intensive care, experienced complications, or died in the hospital before and after implementation of the protocol, controlling for changes in the control group. The analysis also evaluated before-after changes in length of stay and glucometric indicators. Results: Implementation of basal-bolus therapy did not reduce intensive care use (the primary outcome), complications, mortality, or median length of stay, except in patients with newly diagnosed diabetes (n = 234), who experienced a statistically significant decline in the incidence of complications (P<.01). The absence of effect in previously diagnosed patients was observed in spite of a 32% decline (from 3.7% to 2.5%) in the proportion of inpatient days with hypoglycemia <70 mg/dL (P<.01) and a 16% decline (from 13.5% to 11.3%) in the proportion of days with hyperglycemia >300 mg/dL (P<.01). Conclusion: Despite achieving significant reductions in both hyperglycemia and hypoglycemia, use of basal-bolus insulin therapy to manage hyperglycemia in non-critically ill hospitalized patients did not improve short-term clinical outcomes, except in the small minority of patients with newly diagnosed diabetes. The optimal management of hyperglycemia for improving these outcomes has yet to be determined. Abbreviation: ICD-9 = International Classification of Diseases-Ninth Revision.
Assuntos
Diabetes Mellitus Tipo 2 , Hiperglicemia , Glicemia , Humanos , Hipoglicemiantes , Pacientes Internados , InsulinaRESUMO
OBJECTIVE: To estimate an upper bound on the risk of death after a brief resolved unexplained event (BRUE), a sudden alteration in an infant's breathing, color, tone, or responsiveness, previously labeled "apparent life-threatening event" (ALTE). STUDY DESIGN: The meta-analysis incorporated observational studies of patients with ALTE that included data on in-hospital and post-discharge deaths with at least 1 week of follow-up after hospital discharge. Pertinent studies were identified from a published review of the literature from 1970 through 2014 and a supplementary PubMed query through February 2017. RESULTS: The 12 included studies (n = 3005) reported 12 deaths, of which 8 occurred within 4 months of the event. Applying a Poisson-normal random effects model to the 8 proximate deaths using a 4-month time horizon yielded a post-ALTE mortality rate of about 1 in 800, which constitutes an upper bound on the risk of death after a BRUE. CONCLUSIONS: This risk is about the same as the baseline risk of death during the first year of life. The meta-analysis therefore supports the return-home approach advocated in a recently published clinical practice guideline-not routine hospitalization-for BRUE patients who have been evaluated in the emergency department and determined to be at lower risk.
Assuntos
Mortalidade Infantil , Doenças do Recém-Nascido/mortalidade , Sintomas Inexplicáveis , Causas de Morte , Serviço Hospitalar de Emergência/estatística & dados numéricos , Hospitalização/estatística & dados numéricos , Humanos , Lactente , Recém-Nascido , Doenças do Recém-Nascido/epidemiologia , Alta do Paciente/estatística & dados numéricos , Fatores de RiscoRESUMO
Heterochromatin is believed to be associated with increased levels of cytosine methylation. With the recent availability of genome-wide, high-resolution molecular data reflecting chromatin organization and methylation, such relationships can be explored systematically. As well-defined surrogates for heterochromatin, we tested the relationship between DNA replication timing and DNase hypersensitivity with cytosine methylation in two human cell types, unexpectedly finding the later-replicating, more heterochromatic regions to be less methylated than early replicating regions. When we integrated gene-expression data into the study, we found that regions of increased gene expression were earlier replicating, as previously identified, and that transcription-targeted cytosine methylation in gene bodies contributes to the positive correlation with early replication. A self-organizing map (SOM) approach was able to identify genomic regions with early replication and increased methylation, but lacking annotated transcripts, loci missed in simple two variable analyses, possibly encoding unrecognized intergenic transcripts. We conclude that the relationship of cytosine methylation with heterochromatin is not simple and depends on whether the genomic context is tandemly repetitive sequences often found near centromeres, which are known to be heterochromatic and methylated, or the remaining majority of the genome, where cytosine methylation is targeted preferentially to the transcriptionally active, euchromatic compartment of the genome.
Assuntos
Citosina/metabolismo , Metilação de DNA , Replicação do DNA , Genoma Humano , Heterocromatina/metabolismo , Linhagem Celular , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Humanos , Fatores de Tempo , Transcrição GênicaRESUMO
Clinical trials in the context of comparative effectiveness research (CER) are often conducted to evaluate health outcomes under real-world conditions and standard health care settings. In such settings, three-level hierarchical study designs are increasingly common. For example, patients may be nested within treating physicians, who in turn are nested within an urgent care center or hospital. While many trials randomize the third-level units (e.g., centers) to intervention, in some cases randomization may occur at lower levels of the hierarchy, such as patients or physicians. In this article, we present and verify explicit closed-form sample size and power formulas for three-level designs assuming randomization is at the first or second level. The formulas are based on maximum likelihood estimates from mixed-effect linear models and verified by simulation studies. Results indicate that even with smaller sample sizes, theoretical power derived with known variances is nearly identical to empirically estimated power for the more realistic setting when variances are unknown. In addition, we show that randomization at the second or first level of the hierarchy provides an increasingly statistically efficient alternative to third-level randomization. Power to detect a treatment effect under second-level randomization approaches that of patient-level randomization when there are few patients within each randomized second-level cluster and, most importantly, when the correlation attributable to second-level variation is a small proportion of the overall correlation between patient outcomes.
Assuntos
Modelos Estatísticos , Distribuição Aleatória , Ensaios Clínicos Controlados Aleatórios como Assunto/estatística & dados numéricos , Tamanho da Amostra , Análise por Conglomerados , Simulação por Computador , Humanos , Funções VerossimilhançaRESUMO
Although a combination of genomic and epigenetic alterations are implicated in the multistep transformation of normal squamous esophageal epithelium to Barrett esophagus, dysplasia, and adenocarcinoma, the combinatorial effect of these changes is unknown. By integrating genome-wide DNA methylation, copy number, and transcriptomic datasets obtained from endoscopic biopsies of neoplastic progression within the same individual, we are uniquely able to define the molecular events associated progression of Barrett esophagus. We find that the previously reported global hypomethylation phenomenon in cancer has its origins at the earliest stages of epithelial carcinogenesis. Promoter hypomethylation synergizes with gene amplification and leads to significant upregulation of a chr4q21 chemokine cluster and other transcripts during Barrett neoplasia. In contrast, gene-specific hypermethylation is observed at a restricted number of loci and, in combination with hemi-allelic deletions, leads to downregulatation of selected transcripts during multistep progression. We also observe that epigenetic regulation during epithelial carcinogenesis is not restricted to traditionally defined "CpG islands," but may also occur through a mechanism of differential methylation outside of these regions. Finally, validation of novel upregulated targets (CXCL1 and 3, GATA6, and DMBT1) in a larger independent panel of samples confirms the utility of integrative analysis in cancer biomarker discovery.
Assuntos
Esôfago de Barrett/genética , Biomarcadores Tumorais/genética , Transformação Celular Neoplásica/genética , Quimiocinas/genética , Metilação de DNA , Neoplasias Esofágicas/genética , Amplificação de Genes , Esôfago de Barrett/patologia , Biomarcadores Tumorais/metabolismo , Proteínas de Ligação ao Cálcio , Linhagem Celular Tumoral , Transformação Celular Neoplásica/patologia , Quimiocina CXCL1/genética , Quimiocina CXCL1/metabolismo , Quimiocinas/metabolismo , Quimiocinas CXC/genética , Quimiocinas CXC/metabolismo , Proteínas de Ligação a DNA , Neoplasias Esofágicas/patologia , Fator de Transcrição GATA6/genética , Fator de Transcrição GATA6/metabolismo , Perfilação da Expressão Gênica , Humanos , Estadiamento de Neoplasias , Receptores de Superfície Celular/genética , Receptores de Superfície Celular/metabolismo , Proteínas Supressoras de TumorRESUMO
BACKGROUND: Pediatric hospital discharge is a complex process. Although morning discharges are operationally preferred, little is known about the association between discharge time of day and discharge outcomes. We assessed whether children discharged from the hospital in the evening have a higher 30-day hospital reutilization rate than those discharged in the morning or afternoon. METHODS: We conducted a retrospective cohort study on discharges from a children's hospital between July 2016 and December 2019. The cohort was divided into morning, afternoon, and evening discharges. Multivariable modified least-squares regression was used to compare 30-day all-cause hospital reutilization rates between morning, afternoon, and evening discharges while adjusting for demographic and clinical characteristics. RESULTS: Among 24 994 hospital discharges, 6103 (24.4%) were in the morning, 13 786 (55.2%) were in the afternoon, and 5105 (20.4%) were in the evening. The unadjusted 30-day hospital reutilization rates were 14.1% in children discharged in the morning, 18.2% in children discharged in the afternoon, and 19.3% in children discharged in the evening. The adjusted 30-day hospital reutilization rate was lowest in the morning (6.1%, 95% confidence interval [CI] 4.1%-8.2%), followed by afternoon (9.0%, 95% CI 7.0%-11.0%) and evening discharges (10.1%, 95% CI 8.0%-12.3%). Morning discharge had a significantly lower adjusted 30-day all-cause hospital reutilization rate compared with evening discharge (P < .001), whereas afternoon and evening discharges were not significantly different (P = .06). CONCLUSIONS: The adjusted 30-day all-cause hospital reutilization rate was higher for evening discharges compared with morning discharges, whereas the rate was not significantly different between afternoon and evening discharges.
Assuntos
Hospitais Pediátricos , Alta do Paciente , Humanos , Criança , Estudos RetrospectivosRESUMO
We report a high-quality draft of the genome sequence of the grey, short-tailed opossum (Monodelphis domestica). As the first metatherian ('marsupial') species to be sequenced, the opossum provides a unique perspective on the organization and evolution of mammalian genomes. Distinctive features of the opossum chromosomes provide support for recent theories about genome evolution and function, including a strong influence of biased gene conversion on nucleotide sequence composition, and a relationship between chromosomal characteristics and X chromosome inactivation. Comparison of opossum and eutherian genomes also reveals a sharp difference in evolutionary innovation between protein-coding and non-coding functional elements. True innovation in protein-coding genes seems to be relatively rare, with lineage-specific differences being largely due to diversification and rapid turnover in gene families involved in environmental interactions. In contrast, about 20% of eutherian conserved non-coding elements (CNEs) are recent inventions that postdate the divergence of Eutheria and Metatheria. A substantial proportion of these eutherian-specific CNEs arose from sequence inserted by transposable elements, pointing to transposons as a major creative force in the evolution of mammalian gene regulation.
Assuntos
Evolução Molecular , Genoma/genética , Genômica , Gambás/genética , Animais , Composição de Bases , Sequência Conservada/genética , Elementos de DNA Transponíveis/genética , Humanos , Polimorfismo de Nucleotídeo Único/genética , Biossíntese de Proteínas , Sintenia/genética , Inativação do Cromossomo X/genéticaRESUMO
INTRODUCTION: Behavioral-education interventions have the potential to improve quality of life and self-care for patients on hemodialysis (HD) but have not been incorporated into routine clinical practice. The purpose of this pilot study was to determine the feasibility of delivering a simple behavioral-education intervention using cognitive behavioral strategies in patients receiving HD with poor quality of life. METHODS: In this mixed methods study, HD patients were randomly assigned to the study intervention (8 behavioral-education sessions delivered over 12 weeks) or a control group of dialysis education alone. Kidney disease quality of life (KDQOL)-36 scores, depressive symptoms and self-care behaviors were measured at weeks 0, 8, and 16. Following study completion, participants, social workers, and physicians provided their perspectives about the intervention via qualitative interviews. FINDINGS: Forty-five participants were randomized. Due, in part, to social worker attrition from the intervention arm, 34 participants (76%) completed at least 1 study session and were included in the analysis. The intervention led to modest, but non-significant, increase in KDQOL-physical component summary scores (+3.1±1.2 points) from week 0 to week 16. There were small, non-significant decreases in interdialytic weight gain and pre-dialysis phosphorus levels in the intervention group. Participants felt that chair-side delivery was practical and efficient, and that content related to the impact of dialysis on daily life was unique and important. Suggestions for adapting the intervention included narrowing its content and its delivery by additional providers that are not necessarily therapy trained. DISCUSSION: In this pilot study, we were able to deliver a simple behavioral-education intervention to improve both quality of life and self-care. Participants had a positive impression of the intervention, but we did not find significant improvements in quality of life or self-care. We will now adapt our intervention by narrowing its content and by using other providers that are focused solely on delivering the intervention.
Assuntos
Qualidade de Vida , Autocuidado , Humanos , Projetos Piloto , Diálise Renal/psicologia , CogniçãoRESUMO
STUDY OBJECTIVE: Postoperative respiratory failure is a major surgical complication and key quality metric. Existing prediction tools underperform, are limited to specific populations, and necessitate manual calculation. This limits their implementation. We aimed to create an improved, machine learning powered prediction tool with ideal characteristics for automated calculation. DESIGN, SETTING, AND PATIENTS: We retrospectively reviewed 101,455 anesthetic procedures from 1/2018 to 6/2021. The primary outcome was the Standardized Endpoints in Perioperative Medicine consensus definition for postoperative respiratory failure. Secondary outcomes were respiratory quality metrics from the National Surgery Quality Improvement Sample, Society of Thoracic Surgeons, and CMS. We abstracted from the electronic health record 26 procedural and physiologic variables previously identified as respiratory failure risk factors. We randomly split the cohort and used the Random Forest method to predict the composite outcome in the training cohort. We coined this the RESPIRE model and measured its accuracy in the validation cohort using area under the receiver operating curve (AUROC) analysis, among other measures, and compared this with ARISCAT and SPORC-1, two leading prediction tools. We compared performance in a validation cohort using score cut-offs determined in a separate test cohort. MAIN RESULTS: The RESPIRE model exhibited superior accuracy with an AUROC of 0.93 (95% CI, 0.92-0.95) compared to 0.82 for both ARISCAT and SPORC-1 (P-for-difference < 0.0001 for both). At comparable 80-90% sensitivities, RESPIRE had higher positive predictive value (11%, 95% CI: 10-12%) and lower false positive rate (12%, 95% CI: 12-13%) compared to 4% and 37% for both ARISCAT and SPORC-1. The RESPIRE model also better predicted the established quality metrics for postoperative respiratory failure. CONCLUSIONS: We developed a general-purpose, machine learning powered prediction tool with superior performance for research and quality-based definitions of postoperative respiratory failure.
Assuntos
Anestésicos , Insuficiência Respiratória , Humanos , Estudos Retrospectivos , Aprendizado de Máquina , Insuficiência Respiratória/diagnóstico , Insuficiência Respiratória/etiologia , Fatores de RiscoRESUMO
CMI responses, combined with quantification of CMV DNA (DNAemia), may identify transplantation recipients at risk for invasive disease. PBMC were collected in pediatric transplantation candidates at one, three, and six months post-transplant in 10 subjects (six renal, three cardiac, one stem cell) and at single time points in eight HC and 14 children greater than one yr post-transplant (LTTx). Cells were stimulated with anti-CD3mAb or CMV pp65 peptide pools and responses assessed by IFNG enzyme-linked immunosorbent spot assay and cytokine secretion. IFNG responses to anti-CD3mAb were significantly lower pretransplant relative to HC and were further decreased at one and three months post-transplant, but recovered to levels comparable to HC by six months. Responses to pp65 among CMV-seropositive recipients followed a similar pattern but recovered by three months. CMV-seropositive LTTx and HC showed a Th1 cytokine response to pp65 stimulation. Three LTTx subjects developed CMV DNAemia; two demonstrated decreased responses to anti-CD3mAB (and pp65 in the CMV seropositive subject) at the onset of DNAemia, which recovered as DNAemia resolved. Monitoring CMI in children is feasible and may provide an adjunct biomarker to predict CMV progression and recovery.
Assuntos
Infecções por Citomegalovirus/imunologia , Citomegalovirus/imunologia , Imunidade Celular/imunologia , Transplante/métodos , Adolescente , Anticorpos Monoclonais/química , Complexo CD3/imunologia , Criança , Pré-Escolar , Feminino , Insuficiência Cardíaca/complicações , Insuficiência Cardíaca/terapia , Transplante de Coração/efeitos adversos , Humanos , Lactente , Interferon gama/metabolismo , Transplante de Rim/efeitos adversos , Masculino , Pediatria/métodos , Insuficiência Renal/complicações , Insuficiência Renal/terapia , Transplante de Células-Tronco/efeitos adversos , Linfócitos T/citologiaRESUMO
BACKGROUND: Critically ill patients are at risk of developing stress cardiomyopathy (SC) but can be under-recognized. AIM: To describe a case series of patients with SC admitted to critical care units. METHODS: We conducted a retrospective observational study at a tertiary care teaching hospital. All adult (≥ 18 years old) patients admitted to the critical care units with stress cardiomyopathy over 5 years were included. RESULTS: Of 24279 admissions to the critical care units [19139 to medical-surgical intensive care units (MSICUs) and 5140 in coronary care units (CCUs)], 109 patients with SC were identified. Sixty (55%) were admitted to the coronary care units (CCUs) and forty-nine (45%) to the medical-surgical units (MSICUs). The overall incidence of SC was 0.44%, incidence in CCU and MSICU was 1.16% and 0.25% respectively. Sixty-two (57%) had confirmed SC and underwent cardiac catheterization whereas 47 (43%) had clinical SC, and did not undergo cardiac catheterization. Forty-three (72%) patients in the CCUs were diagnosed with primary SC, whereas all (100%) patients in MSICUs developed secondary SC. Acute respiratory failure that required invasive mechanical ventilation and shock developed in twenty-nine (59%) MSICU patients. There were no statistically significant differences in intensive care unit (ICU) mortality, in-hospital mortality, use of inotropic or mechanical circulatory support based on type of unit or anatomical variant. CONCLUSION: Stress cardiomyopathy can be under-recognized in the critical care setting. Intensivists should have a high index of suspicion for SC in patients who develop sudden or worsening unexplained hemodynamic instability, arrhythmias or respiratory failure in ICU.