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1.
Psychooncology ; 33(2): e6307, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38358117

RESUMO

OBJECTIVE: Associations between positive psychological well-being (PPWB) and patient-reported outcomes (PROs, e.g., quality of life [QOL]) have yet to be studied extensively in patients with hematologic malignancies who are allogeneic hematopoietic stem cell transplant (HSCT) survivors, despite substantial evidence that PPWB impacts PROs of other medical populations. METHODS: We conducted a secondary analysis of cross-sectional data examining the association of PPWB and PROs at day 100 post-transplant among 158 allogeneic HSCT recipients. Optimism, gratitude, life satisfaction, and PROs (i.e., QOL, anxiety, depression, and PTSD symptoms) were assessed using the Life Orientation Test-Revised, Gratitude Questionnaire, Satisfaction with Life Scale, Functional Assessment of Cancer Therapy-Bone Marrow Transplant, Hospital Anxiety and Depression Scale, and Post-Traumatic Stress Disorder (PTSD) Checklist-Civilian Version, respectively. We used linear and multivariate regressions for all analyses and controlled for patient factors. RESULTS: Optimism was associated with better QOL (ß = 1.46; p < 0.001) and lower levels of anxiety (ß = -0.28; p < 0.001), depression (ß = -0.31; p < 0.001), and PTSD (ß = -0.58; p < 0.001). Gratitude was associated with better QOL (ß = 1.11; p < 0.001) and lower levels of anxiety (ß = -0.21; p = 0.001), depression (ß = -0.14; p = 0.021), and PTSD (ß = -0.32; p = 0.032). Finally, satisfaction with life was associated with better QOL (ß = 1.26; p < 0.001) and lower levels of anxiety (ß = -0.18; p < 0.001), depression (ß = -0.21; p < 0.001), and PTSD (ß = -0.49; p < 0.001). CONCLUSION: Optimism, gratitude, and satisfaction with life were all associated with better QOL and lower levels of psychological distress in allogeneic HSCT survivors. These data support studies to harness PPWB as a therapeutic intervention for this population throughout HSCT recovery.


Assuntos
Transplante de Células-Tronco Hematopoéticas , Qualidade de Vida , Humanos , Qualidade de Vida/psicologia , Estudos Transversais , Satisfação do Paciente , Transplante de Células-Tronco Hematopoéticas/psicologia , Satisfação Pessoal , Medidas de Resultados Relatados pelo Paciente
2.
Ocul Surf ; 32: 112-119, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38307463

RESUMO

PURPOSE: Some systemic medications are reported to be associated with dry eye disease (DED), yet their associations with the severity of DED signs and symptoms are not well studied. To evaluate these associations, we performed a secondary analysis of data from the DRy Eye Assessment and Management (DREAM) Study. METHODS: Participants (N = 535) were assessed for DED signs using tear break-up time (TBUT), Schirmer testing, corneal fluorescein staining, conjunctival lissamine green staining, meibomian gland dysfunction (MGD), and tear osmolarity and DED symptoms using the Ocular Surface Disease Index (OSDI). We derived a composite signs severity score from the 6 DED signs and categorized participant-reported systemic medications into antidepressants, antihistamines, aspirin, corticosteroids, diuretics, nonsteroidal anti-inflammatory drugs, proton pump inhibitors, statins, vitamin D3, and medications for diabetes mellitus, hypertension, hypothyroidism, migraine, and seizure. Generalized linear models were used to compare DED symptom and sign scores between medication users and non-users, with adjustment for factors associated with DED severity. RESULTS: Compared to non-users, antihistamine users had lower TBUT (p = 0.01) and higher OSDI score (p = 0.02); aspirin users had lower TBUT (p = 0.02); corticosteroid users had lower TBUT (p = 0.02), lower Schirmer test scores (p = 0.03), higher cornea fluorescein staining (p = 0.01), higher composite severity score (p = 0.01), and higher OSDI score (p = 0.03); seizure medication users had higher composite severity score (p = 0.02); vitamin D3 users had lower TBUT (p = 0.001) and greater MGD (p = 0.03); and diuretic users had less MGD (p = 0.03). CONCLUSIONS: Certain systemic medications may be associated with more severe DED. This may guide prescription practices in patients with DED.


Assuntos
Síndromes do Olho Seco , Índice de Gravidade de Doença , Lágrimas , Humanos , Síndromes do Olho Seco/diagnóstico , Síndromes do Olho Seco/tratamento farmacológico , Masculino , Feminino , Pessoa de Meia-Idade , Lágrimas/metabolismo , Idoso , Adulto
3.
Cornea ; 2024 Feb 22.
Artigo em Inglês | MEDLINE | ID: mdl-38391283

RESUMO

PURPOSE: The purpose of this study was to evaluate the progression of dry eye disease (DED) symptoms and signs over 2 years through a secondary analysis of data collected from the Dry Eye Assessment and Management study. METHODS: Participants who were assigned to omega-3 fatty acid in the first year were rerandomized in the second year to either continue with omega-3 fatty acid or switch to placebo. At baseline, 3, 6, 12, 18, and 24 months, DED symptoms were evaluated by using the Ocular Surface Disease Index and the Brief Ocular Discomfort Index (BODI). DED signs were assessed using conjunctival staining, corneal staining, tear break-up time, Schirmer testing, and keratography measures. Medication usage was documented at each visit. Because the treatment and placebo groups displayed no statistical differences in both signs and symptoms, data from the 43 participants were combined to assess longitudinal changes in symptoms and signs. RESULTS: At 3 months after omega-3 fatty acid treatment, there were significant improvements from baseline in Ocular Surface Disease Index and Brief Ocular Discomfort Index scores (all P ≤ 0.002) and less use of artificial tears or gel (P = 0.02), but between 3 and 24 months, no significant changes in symptoms and treatments were observed (P ≥ 0.06). Except for a significant improvement in conjunctival staining score over 2 years (P = 0.001), there were no significant sign changes in corneal staining (P = 0.32), tear break-up time (P = 0.43), Schirmer test (P = 0.09), and additional measures (all P ≥ 0.07). CONCLUSIONS: We did not observe a progression of DED signs or symptoms over a 2-year period, except for a probable placebo response in symptoms in the first 3 months and an improvement in conjunctival staining score.

4.
Transplant Cell Ther ; 30(4): 448.e1-448.e14, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38266964

RESUMO

Caregivers of patients with hematologic malignancies undergoing allogeneic hematopoietic stem cell transplantation (HSCT) play a crucial role in supporting their loved ones through physical, emotional, and practical challenges. This role has been associated with high levels of psychological distress and low levels of positive psychological well-being (PPWB). Positive psychology interventions for caregivers in other disease groups (eg, breast cancer) have been associated with improved outcomes. However, positive psychology interventions that specifically address HSCT caregivers' psychological needs are currently lacking. The goal of this single-arm open-pilot trial was to determine the feasibility and acceptability of the Positive Affect in the Transplantation of Hematopoietic Stem Cells (PATH) intervention for HSCT Caregivers to identify caregiver preferences to tailor PATH for HSCT caregivers. Adult caregivers of HSCT recipients were eligible for PATH during the HSCT recipient's first 100 d post-transplant. We defined, a priori, feasibility as >60% of participants who start the intervention completing ≥6/9 intervention sessions and acceptability as weekly ratings of ease and utility of the PP exercises ≥7/10 on a 10-point Likert Scale (0 = very difficult/not helpful; 10 = very easy/very helpful). We conducted semistructured qualitative exit interviews (n = 15) to explore HSCT caregivers' perception of PATH's content, benefits of PATH, as well as facilitators and barriers to engaging with the intervention. Transcribed interviews were analyzed using framework-guided rapid analysis by 2 coders. The intervention was feasible with 83% (15/18) of caregivers who started the intervention completing ≥6/9 intervention sessions. Among caregivers who completed ≥6/9 intervention sessions, ratings of ease (mean = 8.1; 95% CI: 7.4, 8.7) and utility (mean = 8.3; 95% CI: 7.8, 8.9) also exceeded our a priori threshold of ≥7/10. Caregivers identified benefits of PATH, including identifying and responding to emotions, dedicating time to self-care, and cultivating important relationships. Sociodemographic factors (eg, being retired) and the manualized structure of PATH were cited as facilitators to intervention engagement. Barriers to PATH engagement included lack of time and competing caregiving responsibilities. Caregivers preferred remote intervention delivery within the first 100 d post HSCT. This is the first study to show a 9-wk, phone-delivered positive psychology intervention is feasible in caregivers of allogeneic HSCT recipients. Our findings also underscore the specific preferences of this population for positive psychology interventions. Larger studies are warranted to establish the efficacy of these interventions in addressing persistent unmet psychological needs for HSCT caregivers.


Assuntos
Cuidadores , Transplante de Células-Tronco Hematopoéticas , Adulto , Humanos , Cuidadores/psicologia , Projetos Piloto , Psicologia Positiva , Estresse Psicológico/terapia , Estresse Psicológico/psicologia
5.
Front Cell Neurosci ; 17: 1156829, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37362000

RESUMO

Glaucomatous neurodegeneration, a blinding disease affecting millions worldwide, has a need for the exploration of new and effective therapies. Previously, the glucagon-like peptide-1 receptor (GLP-1R) agonist NLY01 was shown to reduce microglia/macrophage activation, rescuing retinal ganglion cells after IOP elevation in an animal model of glaucoma. GLP-1R agonist use is also associated with a reduced risk for glaucoma in patients with diabetes. In this study, we demonstrate that several commercially available GLP-1R agonists, administered either systemically or topically, hold protective potential in a mouse model of hypertensive glaucoma. Further, the resulting neuroprotection likely occurs through the same pathways previously shown for NLY01. This work contributes to a growing body of evidence suggesting that GLP-1R agonists represent a viable therapeutic option for glaucoma.

6.
Vasc Med ; 28(1): 28-35, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36567551

RESUMO

BACKGROUND: This study evaluated the association of smoking with mitochondrial function in gastrocnemius muscle of people with peripheral artery disease (PAD). METHODS: Participants were enrolled from Chicago, Illinois and consented to gastrocnemius biopsy. Mitochondrial oxidative capacity was measured in muscle with respirometry. Abundance of voltage-dependent anion channel (VDAC) (mitochondrial membrane abundance), peroxisome proliferator-activated receptor-γ coactivator (PGC-1α) (mitochondrial biogenesis), and electron transport chain complexes I-V were measured with Western blot. RESULTS: Fourteen of 31 people with PAD (age 72.1 years, ABI 0.64) smoked cigarettes currently. Overall, there were no significant differences in mitochondrial oxidative capacity between PAD participants who currently smoked and those not currently smoking (complex I+II-mediated oxidative phosphorylation: 86.6 vs 78.3 pmolO2/s/mg, respectively [p = 0.39]). Among participants with PAD, those who currently smoked had a higher abundance of PGC-1α (p < 0.01), VDAC (p = 0.022), complex I (p = 0.021), and complex III (p = 0.021) proteins compared to those not currently smoking. People with PAD who currently smoked had lower oxidative capacity per VDAC unit (complex I+II-mediated oxidative phosphorylation [137.4 vs 231.8 arbitrary units, p = 0.030]) compared to people with PAD not currently smoking. Among people without PAD, there were no significant differences in any mitochondrial measures between currently smoking (n = 5) and those not currently smoking (n = 63). CONCLUSIONS: Among people with PAD, cigarette smoking may stimulate mitochondrial biogenesis to compensate for reduced oxidative capacity per unit of mitochondrial membrane, resulting in no difference in overall mitochondrial oxidative capacity according to current smoking status among people with PAD. However, these results were cross-sectional and a longitudinal study is needed.


Assuntos
Fumar Cigarros , Doença Arterial Periférica , Humanos , Idoso , Fumar Cigarros/efeitos adversos , Mitocôndrias/metabolismo , Músculo Esquelético/irrigação sanguínea
7.
Ophthalmic Plast Reconstr Surg ; 38(4): 401-403, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35170563

RESUMO

PURPOSE: The surgical management of congenital dacryocystoceles has evolved in recent decades. The aim of this study was to explore the effectiveness of endoscopic examination and powered microdebridement in the management of nasal cysts associated with congenital dacryocystoceles. METHODS: In this retrospective case series, all patients with congenital dacryocystoceles who underwent surgical intervention under general anesthesia at a single institution over a 12-year period (2009-2020) were included. RESULTS: Thirty-seven lacrimal drainage systems from 29 patients were included, 8 patients (28%) had bilateral dacryocystoceles. Twenty-two (76%) were females, and 5 (17%) patients had a history of prematurity. Mean (±SD) age at diagnosis was 15 ± 28 days, and 1.4 ± 1.7 months at surgical intervention. Mean follow-up was 7.5 months. The right side was more commonly involved (20 [69%] OD vs. 17 [59%] OS). Dacryocystitis was diagnosed at presentation in 23 lacrimal drainage systems (62%). Intraoperatively, intranasal cysts were observed in 32 lacrimal drainage systems (86%), and a powered microdebrider was used to excise each cyst. In 6 of the 21 supposed unilateral cases (29%), a contralateral cyst was identified and treated. The average birth age of patients with intranasal cysts was 39 weeks versus 36 weeks of patients without ( p = 0.03). Surgical success was found in 36 of 37 sides treated (97%); one case (3%) underwent unilateral endoscopic dacryocystorhinostomy during the follow-up period due to persistent symptoms. CONCLUSIONS: Congenital dacryocystoceles are associated with intranasal cysts in most cases. Surgical intervention with microdebrider is associated with a favorable outcome. Bilateral endonasal examination is ideal in all cases.


Assuntos
Canaliculite , Cistos , Dacriocistite , Dacriocistorinostomia , Obstrução dos Ductos Lacrimais , Ducto Nasolacrimal , Doença Crônica , Cistos/complicações , Cistos/diagnóstico , Cistos/cirurgia , Dacriocistite/cirurgia , Endoscopia , Feminino , Humanos , Lactente , Obstrução dos Ductos Lacrimais/congênito , Obstrução dos Ductos Lacrimais/diagnóstico , Masculino , Ducto Nasolacrimal/cirurgia , Estudos Retrospectivos
8.
J Bone Miner Res ; 37(4): 794-803, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35080067

RESUMO

Allogeneic hematopoietic stem cell transplantation (alloHSCT) is a common therapy for pediatric hematologic malignancies. With improved supportive care, addressing treatment-related late effects is at the forefront of survivor long-term health and quality of life. We previously demonstrated that alloHSCT survivors had increased adiposity, decreased lean mass, and lower bone density and strength, 7 years (median) from alloHSCT compared to their healthy peers. Yet it is unknown whether these deficits persist. Our longitudinal study characterized changes in muscle and bone over a period of 3.4 (range, 2.0 to 4.9) years in 47 childhood alloHSCT survivors, age 5-26 years at baseline (34% female). Tibia cortical bone geometry and volumetric density and lower leg muscle cross-sectional area (MCSA) were assessed via peripheral quantitative computed tomography (pQCT). Anthropometric and pQCT measurements were converted to age, sex, and ancestry-specific standard deviation scores, adjusted for leg length. Muscle-specific force was assessed as strength relative to MCSA adjusted for leg length (strength Z-score). Measurements were compared to a healthy reference cohort (n = 921), age 5-30 years (52% female). At baseline and follow-up, alloHSCT survivors demonstrated lower height Z-scores, weight Z-scores, and leg length Z-scores compared to the healthy reference cohort. Deficits in MCSA, trabecular volumetric bone density, and cortical bone size and estimated strength (section modulus) were evident in survivors (all p < 0.05). Between the two study time points, anthropometric, muscle, and bone Z-scores did not change significantly in alloHSCT survivors. Approximately 15% and 17% of alloHSCT survivors had MCSA and section modulus Z-score < -2.0, at baseline and follow-up, respectively. Furthermore, those with a history of total body irradiation compared to those without demonstrated lower MCSA at follow-up. The persistent muscle and bone deficits in pediatric alloHSCT survivors support the need for strategies to improve bone and muscle health in this at-risk population. © 2022 American Society for Bone and Mineral Research (ASBMR).


Assuntos
Transplante de Células-Tronco Hematopoéticas , Qualidade de Vida , Adolescente , Adulto , Densidade Óssea/fisiologia , Criança , Pré-Escolar , Feminino , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Humanos , Estudos Longitudinais , Masculino , Músculo Esquelético , Sobreviventes , Tíbia/patologia , Adulto Jovem
9.
FEBS J ; 289(8): 2337-2361, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34478598

RESUMO

Retinal inflammation underlies multiple prevalent ocular and neurological diseases. Similar inflammatory processes are observed in glaucomatous optic neuropathy, age-related macular degeneration, retinitis pigmentosa, posterior uveitis, Alzheimer's disease, and Parkinson's disease. In particular, human and animal studies have demonstrated the important role microglia/macrophages play in initiating and maintaining a pro-inflammatory environment in degenerative processes impacting vision. On the other hand, microglia have also been shown to have a protective role in multiple central nervous system diseases. Identifying the mechanisms underlying cell dysfunction and death is the first step toward developing novel therapeutics for these diseases impacting the central nervous system. In addition to reviewing recent key studies defining important mediators of retinal inflammation, with an emphasis on translational studies that bridge this research from bench to bedside, we also highlight a promising therapeutic class of medications, the glucagon-like peptide-1 receptor agonists. Finally, we propose areas where additional research is necessary to identify mechanisms that can be modulated to shift the balance from a neurotoxic to a neuroprotective retinal environment.


Assuntos
Doenças Neurodegenerativas , Retinose Pigmentar , Animais , Encéfalo/metabolismo , Inflamação/metabolismo , Microglia/metabolismo , Células Mieloides/metabolismo , Doenças Neurodegenerativas/tratamento farmacológico , Doenças Neurodegenerativas/metabolismo , Retina/metabolismo , Retinose Pigmentar/metabolismo
10.
Aging Cell ; 20(11): e13490, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34626070

RESUMO

Iron has been implicated in the pathogenesis of age-related retinal diseases, including age-related macular degeneration (AMD). Previous work showed that intravitreal (IVT) injection of iron induces acute photoreceptor death, lipid peroxidation, and autofluorescence (AF). Herein, we extend this work, finding surprising chronic features of the model: geographic atrophy and sympathetic ophthalmia. We provide new mechanistic insights derived from focal AF in the photoreceptors, quantification of bisretinoids, and localization of carboxyethyl pyrrole, an oxidized adduct of docosahexaenoic acid associated with AMD. In mice given IVT ferric ammonium citrate (FAC), RPE died in patches that slowly expanded at their borders, like human geographic atrophy. There was green AF in the photoreceptor ellipsoid, a mitochondria-rich region, 4 h after injection, followed later by gold AF in rod outer segments, RPE and subretinal myeloid cells. The green AF signature is consistent with flavin adenine dinucleotide, while measured increases in the bisretinoid all-trans-retinal dimer are consistent with the gold AF. FAC induced formation carboxyethyl pyrrole accumulation first in photoreceptors, then in RPE and myeloid cells. Quantitative PCR on neural retina and RPE indicated antioxidant upregulation and inflammation. Unexpectedly, reminiscent of sympathetic ophthalmia, autofluorescent myeloid cells containing abundant iron infiltrated the saline-injected fellow eyes only if the contralateral eye had received IVT FAC. These findings provide mechanistic insights into the potential toxicity caused by AMD-associated retinal iron accumulation. The mouse model will be useful for testing antioxidants, iron chelators, ferroptosis inhibitors, anti-inflammatory medications, and choroidal neovascularization inhibitors.


Assuntos
Compostos Férricos/administração & dosagem , Atrofia Geográfica/induzido quimicamente , Atrofia Geográfica/complicações , Injeções Intraoculares/métodos , Oftalmia Simpática/induzido quimicamente , Oftalmia Simpática/complicações , Estresse Oxidativo/efeitos dos fármacos , Compostos de Amônio Quaternário/administração & dosagem , Animais , Modelos Animais de Doenças , Atrofia Geográfica/diagnóstico por imagem , Atrofia Geográfica/metabolismo , Ferro/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Oftalmia Simpática/diagnóstico por imagem , Oftalmia Simpática/metabolismo , Imagem Óptica/métodos , Epitélio Pigmentado da Retina/diagnóstico por imagem , Epitélio Pigmentado da Retina/metabolismo , Epitélio Pigmentado da Retina/patologia
11.
J Cachexia Sarcopenia Muscle ; 12(4): 1024-1033, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34184837

RESUMO

BACKGROUND: Survival from paediatric high-risk neuroblastoma (HR-NBL) has increased, but cis-retinoic acid (cis-RA), the cornerstone of HR-NBL therapy, can cause osteoporosis and premature physeal closure and is a potential threat to skeletal structure in HR-NBL survivors. Sarcopenia is associated with increased morbidity in survivors of paediatric malignancies. Low muscle mass may be associated with poor prognosis in HR-NBL patients but has not been studied in these survivors. The study objective was to assess bone density, body composition and muscle strength in HR-NBL survivors compared with controls. METHODS: This prospective cross-sectional study assessed areal bone mineral density (aBMD) of the whole body, lumbar spine, total hip, femoral neck, distal 1/3 and ultradistal radius and body composition (muscle and fat mass) using dual-energy X-ray absorptiometry (DXA) and lower leg muscle strength using a dynamometer. Measures expressed as sex-specific standard deviation scores (Z-scores) included aBMD (adjusted for height Z-score), bone mineral apparent density (BMAD), leg lean mass (adjusted for leg length), whole-body fat mass index (FMI) and ankle dorsiflexion peak torque adjusted for leg length (strength-Z). Muscle-specific force was assessed as strength relative to leg lean mass. Outcomes were compared between HR-NBL survivors and controls using Student's t-test or Mann-Whitney U test. Linear regression models examined correlations between DXA and dynamometer outcomes. RESULTS: We enrolled 20 survivors of HR-NBL treated with cis-RA [13 male; mean age: 12.4 ± 1.6 years; median (range) age at therapy initiation: 2.6 (0.3-9.1) years] and 20 age-, sex- and race-matched controls. Height-Z was significantly lower in HR-NBL survivors compared with controls (-1.73 ± 1.38 vs. 0.34 ± 1.12, P < 0.001). Areal BMD-Z, BMAD-Z, FMI-Z, visceral adipose tissue and subcutaneous adipose tissue were not significantly different in HR-NBL survivors compared with controls. Compared with controls, HR-NBL survivors had lower leg lean mass-Z (-1.46 ± 1.35 vs. - 0.17 ± 0.84, P < 0.001) and strength-Z (-1.13 ± 0.86 vs. - 0.15 ± 0.71, P < 0.001). Muscle-specific force was lower in HR-NBL survivors compared with controls (P < 0.05). CONCLUSIONS: Bone mineral density and adiposity are not severely impacted in HR-NBL survivors with growth failure, but significant sarcopenia persists years after treatment. Future studies are needed to determine if sarcopenia improves with muscle-specific interventions in this population of cancer survivors.


Assuntos
Neuroblastoma , Sarcopenia , Adolescente , Densidade Óssea , Criança , Estudos Transversais , Feminino , Humanos , Masculino , Estudos Prospectivos , Sobreviventes
14.
J Am Med Inform Assoc ; 27(8): 1316-1320, 2020 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-32712656

RESUMO

OBJECTIVE: Hand hygiene is essential for preventing hospital-acquired infections but is difficult to accurately track. The gold-standard (human auditors) is insufficient for assessing true overall compliance. Computer vision technology has the ability to perform more accurate appraisals. Our primary objective was to evaluate if a computer vision algorithm could accurately observe hand hygiene dispenser use in images captured by depth sensors. MATERIALS AND METHODS: Sixteen depth sensors were installed on one hospital unit. Images were collected continuously from March to August 2017. Utilizing a convolutional neural network, a machine learning algorithm was trained to detect hand hygiene dispenser use in the images. The algorithm's accuracy was then compared with simultaneous in-person observations of hand hygiene dispenser usage. Concordance rate between human observation and algorithm's assessment was calculated. Ground truth was established by blinded annotation of the entire image set. Sensitivity and specificity were calculated for both human and machine-level observation. RESULTS: A concordance rate of 96.8% was observed between human and algorithm (kappa = 0.85). Concordance among the 3 independent auditors to establish ground truth was 95.4% (Fleiss's kappa = 0.87). Sensitivity and specificity of the machine learning algorithm were 92.1% and 98.3%, respectively. Human observations showed sensitivity and specificity of 85.2% and 99.4%, respectively. CONCLUSIONS: A computer vision algorithm was equivalent to human observation in detecting hand hygiene dispenser use. Computer vision monitoring has the potential to provide a more complete appraisal of hand hygiene activity in hospitals than the current gold-standard given its ability for continuous coverage of a unit in space and time.


Assuntos
Algoritmos , Higiene das Mãos , Processamento de Imagem Assistida por Computador , Gravação em Vídeo , California , Infecção Hospitalar/prevenção & controle , Hospitais Pediátricos , Humanos , Controle de Infecções , Aprendizado de Máquina , Redes Neurais de Computação , Recursos Humanos em Hospital
15.
J Immunol Regen Med ; 3: 1-12, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31681866

RESUMO

In islet transplantation, one of the major obstacles to optimal engraftment is the loss of islet natural vascularization and islet-specific extracellular matrix (ECM) during the islet isolation process. Thus, transplanted islets must re-establish nutritional and physical support through formation of new blood vessels and new ECM. To promote this critical process, we developed an elastin-based vasculogenic and ECM-promoting scaffold engineered for extrahepatic islet transplantation. The scaffold by design consisted of type I collagen (Coll) blended with 20wt% of elastin (E) shown to promote angiogenesis as well as de novo ECM deposition. The resulting "CollE" scaffolds h ad interconnected pores with a size distribution tailored to accommodate seeding of islets as well as growth of new blood vessels. In vitro, CollE scaffolds enabled prolonged culture of murine islets for up to one week while preserving their integrity, viability and function. In vivo, after only four weeks post-transplant of a marginal islet mass, CollE scaffolds demonstrated enhanced vascularization of the transplanted islets in the epididymal fat pad and promoted a prompt reversal of hyperglycemia in previously diabetic recipients. This outcome was comparable to that of kidney capsular (KC) islet transplantation, and superior to that of islets transplanted on the control collagen-only scaffolds (Coll). Crucial genes associated with angiogenesis (VEGFA, PDGFB, FGF1, and COL3A1) as well as de novo islet-specific matrix deposition (COL6A1, COL4A1, LAMA2 and FN1) were all significantly upregulated in islets on CollE scaffolds in comparison to those on Coll scaffolds. Finally, CollE scaffolds were also able to support human islet culture in vitro. In conclusion, CollE scaffolds have the potential to improve the clinical outcome of marginal islet transplantation at extrahepatic sites by promoting angiogenesis and islet-specific ECM deposition.

16.
NPJ Digit Med ; 2: 11, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31304360

RESUMO

Early and frequent patient mobilization substantially mitigates risk for post-intensive care syndrome and long-term functional impairment. We developed and tested computer vision algorithms to detect patient mobilization activities occurring in an adult ICU. Mobility activities were defined as moving the patient into and out of bed, and moving the patient into and out of a chair. A data set of privacy-safe-depth-video images was collected in the Intermountain LDS Hospital ICU, comprising 563 instances of mobility activities and 98,801 total frames of video data from seven wall-mounted depth sensors. In all, 67% of the mobility activity instances were used to train algorithms to detect mobility activity occurrence and duration, and the number of healthcare personnel involved in each activity. The remaining 33% of the mobility instances were used for algorithm evaluation. The algorithm for detecting mobility activities attained a mean specificity of 89.2% and sensitivity of 87.2% over the four activities; the algorithm for quantifying the number of personnel involved attained a mean accuracy of 68.8%.

17.
Pediatr Radiol ; 49(8): 1056-1065, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31055614

RESUMO

BACKGROUND: The survival of patients with high-risk neuroblastoma has increased with multimodal therapy, but most survivors demonstrate growth failure. OBJECTIVE: To assess physeal abnormalities in children with high-risk neuroblastoma in comparison to normal controls by using diffusion tensor imaging (DTI) of the distal femoral physis and adjacent metaphysis. MATERIALS AND METHODS: We prospectively obtained physeal DTI at 3.0 T in 20 subjects (mean age: 12.4 years, 7 females) with high-risk neuroblastoma treated with high-dose cis-retinoic acid, and 20 age- and gender-matched controls. We compared fractional anisotropy (FA), normalized tract volume (cm3/cm2) and tract concentration (tracts/cm2) between the groups, in relation to height Z-score and response to growth hormone therapy. Tractography images were evaluated qualitatively. RESULTS: DTI parameters were significantly lower in high-risk neuroblastoma survivors compared to controls (P<0.01), particularly if the patients were exposed to both cis-retinoic acid and total body irradiation (P<0.05). For survivors and controls, DTI values were respectively [mean ± standard deviation]: tract concentration (tracts/cm2), 23.2±14.7 and 36.7±10.5; normalized tract volume (cm3/cm2), 0.44±0.27 and 0.70±0.21, and FA, 0.22±0.05 and 0.26±0.02. High-risk neuroblastoma survivors responding to growth hormone compared to non-responders had higher FA (0.25±0.04 and 0.18±0.03, respectively, P=0.02), and tract concentration (tracts/cm2) (31.4±13.7 and 14.8±7.9, respectively, P<0.05). FA, normalized tract volume and tract concentration were linearly related to height Z-score (R2>0.31; P<0.001). Qualitatively, tracts were nearly absent in all non-responders to growth hormone and abundant in all responders (P=0.02). CONCLUSION: DTI shows physeal abnormalities that correlate with short stature in high-risk neuroblastoma survivors and demonstrates response to growth hormone treatment.


Assuntos
Imagem de Tensor de Difusão/métodos , Transtornos do Crescimento/tratamento farmacológico , Neuroblastoma/diagnóstico por imagem , Neuroblastoma/tratamento farmacológico , Tretinoína/uso terapêutico , Adolescente , Fatores Etários , Anisotropia , Estatura/efeitos dos fármacos , Estudos de Casos e Controles , Criança , Relação Dose-Resposta a Droga , Esquema de Medicação , Feminino , Fêmur/diagnóstico por imagem , Fêmur/patologia , Transtornos do Crescimento/etiologia , Humanos , Modelos Lineares , Masculino , Análise Multivariada , Neuroblastoma/mortalidade , Estudos Retrospectivos , Medição de Risco , Fatores Sexuais , Sobreviventes , Tretinoína/efeitos adversos
18.
J Am Coll Health ; 66(4): 317-323, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29447623

RESUMO

OBJECTIVE: To assess the impact of a campus community health worker program (HealthPALs) on student influenza vaccination. PARTICIPANTS: Undergraduate students at a northeastern US university (enrollment 6650), influenza seasons 2011-2012 through 2015-2016. METHODS: Study design: Difference-in-differences analysis of student vaccination at campus dormitory influenza clinics during intervention vs. baseline. INTERVENTION: In the first intervention year, HealthPALs conducted in-person peer outreach at several campus dormitory flu clinics. Subsequent years, HealthPALs conducted an enhanced intervention, with the addition of a personalized, dormitory-specific social media campaign appealing to students' community identity. RESULTS: The initial intervention increased vaccinations by 66% (IRR = 1.66, 95%CI 1.39-1.97) at intervention clinics relative to control. The enhanced intervention increased vaccinations by 85% (IRR = 1.85, 95%CI 1.75-1.96). CONCLUSION: Community health workers can be a highly effective, low-cost strategy for increasing influenza vaccination among college students. This model could also be used to address other campus health challenges where student engagement is key.


Assuntos
Agentes Comunitários de Saúde/organização & administração , Vacinas contra Influenza/administração & dosagem , Influenza Humana/prevenção & controle , Estudantes , Universidades/organização & administração , Agentes Comunitários de Saúde/economia , Feminino , Habitação , Humanos , Masculino , Serviços de Saúde para Estudantes/organização & administração , Universidades/economia , Cobertura Vacinal/métodos , Cobertura Vacinal/estatística & dados numéricos , Adulto Jovem
19.
Front Neurol ; 8: 466, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28959230

RESUMO

BACKGROUND: Accurate recognition of stroke symptoms by Emergency Medical Services (EMS) is necessary for timely care of acute stroke patients. We assessed the accuracy of stroke diagnosis by EMS in clinical practice in a major US city. METHODS AND RESULTS: Philadelphia Fire Department data were merged with data from a single comprehensive stroke center to identify patients diagnosed with stroke or TIA from 9/2009 to 10/2012. Sensitivity and positive predictive value (PPV) were calculated. Multivariable logistic regression identified variables associated with correct EMS diagnosis. There were 709 total cases, with 400 having a discharge diagnosis of stroke or TIA. EMS crew sensitivity was 57.5% and PPV was 69.1%. EMS crew identified 80.2% of strokes with National Institutes of Health Stroke Scale (NIHSS) ≥5 and symptom duration <6 h. In a multivariable model, correct EMS crew diagnosis was positively associated with NIHSS (NIHSS 5-9, OR 2.62, 95% CI 1.41-4.89; NIHSS ≥10, OR 4.56, 95% CI 2.29-9.09) and weakness (OR 2.28, 95% CI 1.35-3.85), and negatively associated with symptom duration >270 min (OR 0.41, 95% CI 0.25-0.68). EMS dispatchers identified 90 stroke cases that the EMS crew missed. EMS dispatcher or crew identified stroke with sensitivity of 80% and PPV of 50.9%, and EMS dispatcher or crew identified 90.5% of patients with NIHSS ≥5 and symptom duration <6 h. CONCLUSION: Prehospital diagnosis of stroke has limited sensitivity, resulting in a high proportion of missed stroke cases. Dispatchers identified many strokes that EMS crews did not. Incorporating EMS dispatcher impression into regional protocols may maximize the effectiveness of hospital destination selection and pre-notification.

20.
Artigo em Inglês | MEDLINE | ID: mdl-27922227

RESUMO

OBJECTIVE: To assess whether and how effectively an interactive presentation about lifestyle medicine could impact the knowledge and attitudes of medical students to prepare them for managing chronic conditions in their patients. Chronic diseases are increasingly prevalent and problematic. Although chronic disease management involves lifestyle modification, few physicians are adequately trained in effective motivational interventions. METHODS: We surveyed first- and second-year Harvard Medical School students in October 2015 before and after a presentation on lifestyle medicine and quantified changes in their knowledge, attitudes/confidence, and skills. RESULTS: Medical students learned the basics of behavioral change after a 1-hour presentation, and their confidence with regard to implementing interventions increased. Median scores of confidence in counseling patients on lifestyle changes improved as did their ability to counsel patients on exercise, nutrition, sleep, stress management, and smoking cessation. CONCLUSIONS: After a brief intervention, medical students can learn principles of behavioral management and how to implement the skills with patients suffering from chronic illnesses.


Assuntos
Terapia Comportamental/educação , Terapia Comportamental/métodos , Doença Crônica/terapia , Educação Médica/métodos , Conhecimentos, Atitudes e Prática em Saúde , Estudantes de Medicina/psicologia , Aconselhamento/educação , Aconselhamento/métodos , Gerenciamento Clínico , Humanos , Projetos Piloto , Fatores de Tempo
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