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1.
Can J Respir Ther ; 60: 28-36, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38314346

RESUMO

Background: Positive airway pressure (PAP) therapy is prescribed to patients with obstructive sleep apnea (OSA). A commonly used definition for PAP therapy adherence is based upon the minimum requirements to receive Medicare coverage in the US, defined as PAP usage of four or more hours per night on 70 percent of nights for at least 30 consecutive days. However, little evidence exists to support this definition for PAP therapy adherence. Therefore, the present study sought to determine the efficacy of the present definition of PAP therapy adherence on longitudinal outcomes in patients with OSA, using objectively measured PAP device usage time. Methods: An exploratory longitudinal, retrospective, randomized chart review was done to assess clinical outcomes between patients with OSA who were defined as PAP therapy adherent (n=50) and non-adherent (n=50) during an eight-year observation period. Results: No significant differences were shown between groups for mortality, hospitalizations, or development of co-morbidities during the observation period. However, logistic regression showed significantly higher odds of adherence in male patients compared to female patients (OR=8.519; 95%CI=1.301-55.756; p=0.025) and significantly lower odds of adherence in patients with higher normal (OR=0.039; 95%CI=0.005-0.392; p=0.003), mild excessive (OR=0.039; 95%CI=0.003-0.517; p=0.014), and severe excessive (OR=0.088; 95%CI=0.012-0.635; p=0.016) daytime sleepiness compared to patients with lower normal daytime sleepiness. An increasing number of hospitalizations also corresponded with a significant decrease in odds of being adherent (OR=0.741; 95%CI=0.551-0.995; p=0.046). Conclusion: The present study supports a steadily growing body of literature calling for more consideration and evidence to support a definition of PAP therapy adherence that is clinically meaningful.

2.
Mol Pain ; 17: 17448069211007289, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33853401

RESUMO

Pain affects most individuals with traumatic spinal cord injury (SCI). Major pain types after SCI are neuropathic or nociceptive, often experienced concurrently. Pain after SCI may be refractory to treatments and negatively affects quality of life. Previously, we analyzed whole blood gene expression in individuals with chronic SCI compared to able-bodied (AB) individuals. Most participants with SCI reported pain (N = 19/28). Here, we examined gene expression of participants with SCI by pain status. Compared to AB, participants with SCI with pain had 468 differentially expressed (DE) genes; participants without pain had 564 DE genes (FDR < 0.05). Among DE genes distinct to participants with SCI with pain, Gene Ontology Biological Process (GOBP) analysis showed upregulated genes were enriched in categories related to T cell activation or inflammation; downregulated genes were enriched in categories related to protein proteolysis and catabolism. Although most participants with pain reported multiple pain types concurrently, we performed a preliminary comparison of gene expression by worst pain problem type. Compared to AB, participants with SCI who ranked neuropathic (N = 9) as worst had one distinct DE gene (TMEM156); participants who ranked nociceptive (N = 10) as worst had 61 distinct DE genes (FDR < 0.05). In the nociceptive group, the GOBP category with the lowest P-value identified among upregulated genes was "positive regulation of T cell activation"; among downregulated genes it was "receptor tyrosine kinase binding". An exploratory comparison of pain groups by principal components analysis also showed that the nociceptive group was enriched in T-cell related genes. A correlation analysis identified genes significantly correlated with pain intensity in the neuropathic or nociceptive groups (N = 145, 65, respectively, Pearson's correlation r > 0.8). While this pilot study highlights challenges of identifying gene expression profiles that correlate with specific types of pain in individuals with SCI, it suggests that T-cell signaling should be further investigated in this context.


Assuntos
Dor Crônica/genética , Regulação da Expressão Gênica , Traumatismos da Medula Espinal/genética , Transcriptoma , Adulto , Idoso , Idoso de 80 Anos ou mais , Dor Crônica/etiologia , Feminino , Perfilação da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Medição da Dor , Estudos Prospectivos , Traumatismos da Medula Espinal/complicações , Adulto Jovem
3.
Environ Res ; 171: 18-23, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30641369

RESUMO

BACKGROUND: Melamine and cyanuric acid, which are currently used in a variety of common consumer products and present in foods, have been implicated in the development of urolithiasis and acute kidney injury in Chinese children. To determine whether US children have measurable concentrations of these chemicals in their bodies and whether they are at greater risk of acute kidney injury, we measured melamine and cyanuric acid exposure in a cohort of US children and determined their relationship with markers of kidney injury. METHODS: We measured urinary melamine and cyanuric acid in a convenience sample of 109 children (4 months - 8 years) from Seattle, WA and New York City, NY using liquid chromatography with tandem mass spectrometry. We measured several urinary markers of kidney injury: fatty acid binding protein 3 (FABP3), kidney injury molecule 1 (KIM1), neutrophil gelatinase-associated lipocalin (NGAL) using Luminex xMAP methods, and urine urea was measured using standard laboratory methods. We described urinary melamine and cyanuric acid concentrations and assessed predictors of the exposures. We used multivariable linear regression to assess relationships between melamine/cyanuric acid and kidney injury markers in unadjusted and adjusted (creatinine, age, sex) analyses. RESULTS: Melamine and cyanuric acid were above the limit of detection (LOD) in 78% and 95% of all samples, respectively. The mean concentrations (SD) for melamine and cyanuric acid were 27.4 ng/ml (141.9 ng/ml) and 35.3 ng/ml (42.4 ng/ml). In unadjusted analyses, we observed statistically significant increases in the percentages of FABP3 and KIM1 in relation to a one log unit change in melamine and cyanuric acid, respectively. In adjusted analyses, we observed a 55% (95% CI 0, 141) increase in KIM1 in relation to a one log unit increase in cyanuric acid. CONCLUSIONS: US children have detectable concentrations of melamine and cyanuric acid in urine, and these concentrations are higher than those reported in children from other countries. This is a novel finding that improves upon previous exposure estimates using questionnaires only and suggests widespread exposure in the population. Cyanuric acid is associated with increased KIM 1 concentrations, suggesting kidney injury. Given the potential widespread exposure, future analyses should examine melamine and cyanuric acid in relation to chronic kidney disease and markers of kidney injury in a larger cohort that is representative of the general population.


Assuntos
Rim , Insuficiência Renal/induzido quimicamente , Triazinas , Criança , Humanos , Insuficiência Renal/epidemiologia , Estados Unidos/epidemiologia
5.
Pediatr Res ; 81(6): 857-864, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28099427

RESUMO

BACKGROUND: The health effects of bisphenol A (BPA) and di-(2-ethylhexyl) phthalate (DEHP) have been studied extensively in children. The impact of other chemicals in these two classes has not been investigated as fully. METHODS: We conducted a cross-sectional pilot study of 10-13 y old healthy children. We assessed descriptive, univariable, and multivariable associations of urinary metabolites of bisphenols and phthalates with oxidant stress, insulin resistance, body mass, and endothelial dysfunction. Possible associations with brachial artery distensibility, pulse wave velocity (markers of vascular stiffness), and serum endothelial cell-derived microparticle levels were also assessed. RESULTS: We enrolled 41 participants, 12.1 ± 1.0 y, most of whom were Mexican Americans (42%) or other Hispanics (34%). Increased BPA levels were associated with increased levels of F2-isoprostane (ng/ml) (P = 0.02), with a similar trend for DEHP metabolites. Each log unit increase of high molecular weight (HMW) phthalate metabolites was associated with a 0.550 increase in Homeostatic Model Assessment of insulin resistance (HOMA-IR) units (P = 0.019) and altered circulating levels of activated endothelial cell-derived microparticles (% per ml) (P = 0.026). Bisphenol S (BPS), a replacement for BPA, was associated with increased albumin (mg):creatinine (g) ratio (P = 0.04). Metabolites of HMW phthalates were also associated with decreased brachial artery distensibility (P = 0.047). CONCLUSION: Exposure to bisphenols and phthalates, including a BPA replacement, is associated with increased oxidant stress, insulin resistance, albuminuria, as well as disturbances in vascular function in healthy children.


Assuntos
Compostos Benzidrílicos/toxicidade , Dietilexilftalato/toxicidade , Endotélio Vascular/efeitos dos fármacos , Resistência à Insulina , Estresse Oxidativo/efeitos dos fármacos , Fenóis/toxicidade , Adolescente , Criança , Estudos Transversais , Endotélio Vascular/fisiopatologia , Feminino , Humanos , Masculino , Projetos Piloto
6.
BJU Int ; 117(6): 948-53, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-24138410

RESUMO

OBJECTIVES: To help clarify which small renal cortical neoplasms (RCNs) require surgery by using office-based, ultrasonography-guided percutaneous renal biopsy. PATIENTS AND METHODS: Biopsies were performed using facilitated ultrasound targeting (FUT) technology, which incorporates a needle guide and onscreen beam-steered technology to permit highly precise needle deployment. Patient and tumour characteristics, procedure time, complications and biopsy efficacy were documented. Wong-Baker pain levels were obtained before, during and 1 h after the procedure. RESULTS: Seven patients underwent biopsy, six for RCNs and one for medical renal disease. The mean (range) patient age was 68.5 (54-79) years, and the mean (range) tumour diameter was 2.55 (2.0-2.9) cm. Mean pain levels before, during and 1 h after the procedure were 0, 1.6 and 0.5, respectively. There were no intra- or post-procedural complications. Biopsy results were diagnostic in five of the six RCN cases and in the single case of medical renal disease. CONCLUSIONS: Our preliminary experience shows that office-based percutaneous renal biopsy using a novel transducer for FUT is safe and effective. An international multicentre study is planned to confirm these preliminary results.


Assuntos
Procedimentos Cirúrgicos Ambulatórios , Neoplasias Renais/patologia , Rim/patologia , Ultrassonografia de Intervenção , Idoso , Biópsia por Agulha , Competência Clínica , Feminino , Humanos , Biópsia Guiada por Imagem , Masculino , Pessoa de Meia-Idade , Segurança do Paciente , Projetos Piloto , Medição de Risco , Ultrassonografia de Intervenção/instrumentação , Ultrassonografia de Intervenção/métodos , Estados Unidos
7.
J Biol Chem ; 289(30): 20502-15, 2014 Jul 25.
Artigo em Inglês | MEDLINE | ID: mdl-24895125

RESUMO

Although great advances have been made in the treatment of pediatric acute lymphoblastic leukemia, up to one of five patients will relapse, and their prognosis thereafter is dismal. We have previously identified recurrent deletions in TBL1XR1, which encodes for an F-box like protein responsible for regulating the nuclear hormone repressor complex stability. Here we model TBL1XR1 deletions in B-precursor ALL cell lines and show that TBL1XR1 knockdown results in reduced glucocorticoid receptor recruitment to glucocorticoid responsive genes and ultimately decreased glucocorticoid signaling caused by increased levels of nuclear hormone repressor 1 and HDAC3. Reduction in glucocorticoid signaling in TBL1XR1-depleted lines resulted in resistance to glucocorticoid agonists, but not to other chemotherapeutic agents. Importantly, we show that treatment with the HDAC inhibitor SAHA restores sensitivity to prednisolone in TBL1XR1-depleted cells. Altogether, our data indicate that loss of TBL1XR1 is a novel driver of glucocorticoid resistance in ALL and that epigenetic therapy may have future application in restoring drug sensitivity at relapse.


Assuntos
Cromatina/metabolismo , Resistencia a Medicamentos Antineoplásicos , Modelos Biológicos , Proteínas de Neoplasias/metabolismo , Proteínas Nucleares/metabolismo , Leucemia-Linfoma Linfoblástico de Células Precursoras/metabolismo , Receptores Citoplasmáticos e Nucleares/metabolismo , Receptores de Glucocorticoides/metabolismo , Proteínas Repressoras/metabolismo , Adolescente , Linhagem Celular Tumoral , Criança , Pré-Escolar , Cromatina/genética , Feminino , Técnicas de Silenciamento de Genes , Glucocorticoides/farmacologia , Inibidores de Histona Desacetilases/farmacologia , Histona Desacetilases/genética , Histona Desacetilases/metabolismo , Humanos , Masculino , Proteínas de Neoplasias/genética , Proteínas Nucleares/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia , Receptores Citoplasmáticos e Nucleares/genética , Receptores de Glucocorticoides/genética , Proteínas Repressoras/genética
8.
Br J Haematol ; 167(1): 87-99, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24995804

RESUMO

While childhood acute lymphoblastic leukaemia (ALL) is now highly curable, the dismal prognosis for children who relapse warrants novel therapeutic approaches. Previously, using an integrated genomic analysis of matched diagnosis-relapse paired samples, we identified overactivation of the Wnt pathway as a possible mechanism of recurrence. To validate these findings and document whether Wnt inhibition may sensitize cells to chemotherapy, we analysed the expression of activated ß-catenin (and its downstream target BIRC5) using multiparameter phosphoflow cytometry and tested the efficacy of a recently developed Wnt inhibitor, iCRT14, in ALL cell lines and patient samples. We observed increased activation of ß-catenin at relapse in 6/10 patients. Furthermore, treatment of leukaemic cell lines with iCRT14 led to significant downregulation of Wnt target genes and combination with traditional chemotherapeutic drugs resulted in a synergistic decrease in viability as well as a significant increase in apoptotic cell death. Finally, pre-treatment of purified blasts from patients with relapsed leukaemia with the Wnt inhibitor followed by exposure to prednisolone, restored chemosensitivity in these cells. Our results demonstrate that overactivation of the Wnt pathway may contribute to chemoresistance in relapsed childhood ALL and that Wnt-inhibition may be a promising therapeutic approach.


Assuntos
Antineoplásicos/farmacologia , Resistencia a Medicamentos Antineoplásicos , Proteínas Wnt/antagonistas & inibidores , Antineoplásicos/uso terapêutico , Apoptose/efeitos dos fármacos , Apoptose/genética , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Sobrevivência Celular/genética , Resistencia a Medicamentos Antineoplásicos/genética , Sinergismo Farmacológico , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Humanos , Imunofenotipagem , Recidiva Local de Neoplasia , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/metabolismo , Proteínas Wnt/genética , Proteínas Wnt/metabolismo , Via de Sinalização Wnt/efeitos dos fármacos
9.
Blood ; 119(22): 5201-10, 2012 May 31.
Artigo em Inglês | MEDLINE | ID: mdl-22496163

RESUMO

Whereas the improvement in outcome for children with acute lymphoblastic leukemia has been gratifying, the poor outcome of patients who relapse warrants novel treatment approaches. Previously, we identified a characteristic relapse-specific gene expression and methylation signature associated with chemoresistance using a large cohort of matched-diagnosis relapse samples. We hypothesized that "reversing" such a signature might restore chemosensitivity. In the present study, we demonstrate that the histone deacetylase inhibitor vorinostat not only reprograms the aberrant gene expression profile of relapsed blasts by epigenetic mechanisms, but is also synergistic when applied before chemotherapy in primary patient samples and leukemia cell lines. Furthermore, incorporation of the DNA methyltransferase inhibitor decitabine led to reexpression of genes shown to be preferentially methylated and silenced at relapse. Combination pretreatment with vorinostat and decitabine resulted in even greater cytotoxicity compared with each agent individually with chemotherapy. Our results indicate that acquisition of chemo-resistance at relapse may be driven in part by epigenetic mechanisms. Incorporation of these targeted epigenetic agents to the standard chemotherapy backbone is a promising approach to the treatment of relapsed pediatric acute lymphoblastic leukemia.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/farmacologia , Crise Blástica/tratamento farmacológico , Metilação de DNA/efeitos dos fármacos , Regulação Leucêmica da Expressão Gênica/efeitos dos fármacos , Inativação Gênica/efeitos dos fármacos , Leucemia de Células B/tratamento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Azacitidina/análogos & derivados , Azacitidina/farmacologia , Azacitidina/uso terapêutico , Crise Blástica/metabolismo , Linhagem Celular Tumoral , Criança , Pré-Escolar , Estudos de Coortes , Decitabina , Feminino , Inibidores de Histona Desacetilases/farmacologia , Inibidores de Histona Desacetilases/uso terapêutico , Humanos , Ácidos Hidroxâmicos/farmacologia , Ácidos Hidroxâmicos/uso terapêutico , Leucemia de Células B/metabolismo , Masculino , Vorinostat
10.
Pediatr Blood Cancer ; 61(10): 1779-85, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24976218

RESUMO

BACKGROUND: Ikaros, the product of IKZF1, is a regulator of lymphoid development and polymorphisms in the gene have been associated with the acute lymphoblastic leukemia (ALL). Additionally, IKZF1 deletions and mutations identify high-risk biological subsets of childhood ALL [Georgopoulos et al. Cell 1995;83(2):289-299; Mullighan et al. N Engl J Md 2009;360(5):470-480]. PROCEDURES: To discover the underlying pathways modulated by Ikaros we performed gene expression and gene ontology analysis in IKZF1 deleted primary B-ALL pediatric patient samples. To validate downstream targets we performed qPCR on individual patient samples. We also created IKZF1 knockdown B-ALL cell lines with over 50% reduction of Ikaros, mimicking haplosufficient Ikaros deletions, and again performed qPCR to investigate the downstream targets. Finally, to understand the association of Ikaros deletion with a poor prognosis we challenged our IKZF1 knockdown cell lines with chemotherapy and compared responses to IKZF1 wild-type controls. RESULTS: We report a specific gene expression signature of 735 up-regulated and 473 down-regulated genes in IKZF1 deleted primary B-ALL pediatric patient samples. Gene ontology studies revealed an up-regulation of genes associated with cell adhesion, cytoskeletal regulation, and motility in IKZF deleted patient samples. Validated up-regulated target genes in IKZF1 deleted patient samples included CTNND1 and PVRL2 (P = 0.0003 and P = 0.001), and RAB3IP and SPIB (P = 0.005 and P = 0.032) were down-regulated. In further studies in IKZF1 knockdown cell lines, apoptosis assays showed no significant chemoresistance. CONCLUSION: IKZF1 knockdown alone does not impart intrinsic chemotherapy resistance suggesting that the association with a poor prognosis may be due to additional lesions, microenvironmental interactions with the bone marrow niche, or other factors.


Assuntos
Resistencia a Medicamentos Antineoplásicos/genética , Fator de Transcrição Ikaros/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Western Blotting , Criança , Proteínas de Fusão bcr-abl/genética , Deleção de Genes , Humanos , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Transcriptoma
11.
J Pediatr Hematol Oncol ; 36(6): 458-63, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24276047

RESUMO

To address the therapeutic challenges in childhood relapsed ALL, a phase 1 study combining a survivin mRNA antagonist, EZN-3042, with reinduction chemotherapy was developed for pediatric patients with second or greater bone marrow relapses of B-lymphoblastic leukemia. EZN-3042 was administered as a single agent on days -5 and -2 and then in combination with a 4-drug reinduction platform on days 8, 15, 22, and 29. Toxicity and the biological activity of EZN-3042 were assessed. Six patients were enrolled at dose level 1 (EZN-3042 2.5 mg/kg/dose). Two dose-limiting toxicities were observed: 1 patient developed a grade 3 γ-glutamyl transferase elevation and another patient developed a grade 3 gastrointestinal bleeding. Downmodulation of survivin mRNA and protein were assessed after single-agent dosing and decreased expression was observed in 2 of 5 patients with sufficient material for analysis. Although some biological activity was observed, the combination of EZN-3042 with intensive reinduction chemotherapy was not tolerated at a dose that led to consistent downregulation of survivin expression. The trial was terminated following the completion of dose level 1, after further clinical development of this agent was halted.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Proteínas Inibidoras de Apoptose/genética , Oligonucleotídeos/administração & dosagem , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , RNA Mensageiro/antagonistas & inibidores , Adolescente , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Medula Óssea/patologia , Criança , Pré-Escolar , Relação Dose-Resposta a Droga , Regulação para Baixo/efeitos dos fármacos , Regulação para Baixo/genética , Feminino , Humanos , Lactente , Proteínas Inibidoras de Apoptose/metabolismo , Masculino , Recidiva Local de Neoplasia/tratamento farmacológico , Recidiva Local de Neoplasia/patologia , Oligonucleotídeos/efeitos adversos , Oligonucleotídeos/farmacocinética , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia , Indução de Remissão , Survivina , Resultado do Tratamento , Adulto Jovem
12.
Blood ; 118(19): 5218-26, 2011 Nov 10.
Artigo em Inglês | MEDLINE | ID: mdl-21921043

RESUMO

Despite an increase in survival for children with acute lymphoblastic leukemia (ALL), the outcome after relapse is poor. To understand the genetic events that contribute to relapse and chemoresistance and identify novel targets of therapy, 3 high-throughput assays were used to identify genetic and epigenetic changes at relapse. Using matched diagnosis/relapse bone marrow samples from children with relapsed B-precursor ALL, we evaluated gene expression, copy number abnormalities (CNAs), and DNA methylation. Gene expression analysis revealed a signature of differentially expressed genes from diagnosis to relapse that is different for early (< 36 months) and late (≥ 36 months) relapse. CNA analysis discovered CNAs that were shared at diagnosis and relapse and others that were new lesions acquired at relapse. DNA methylation analysis found increased promoter methylation at relapse. There were many genetic alterations that evolved from diagnosis to relapse, and in some cases these genes had previously been associated with chemoresistance. Integration of the results from all 3 platforms identified genes of potential interest, including CDKN2A, COL6A2, PTPRO, and CSMD1. Although our results indicate that a diversity of genetic changes are seen at relapse, integration of gene expression, CNA, and methylation data suggest a possible convergence on the WNT and mitogen-activated protein kinase pathways.


Assuntos
Leucemia-Linfoma Linfoblástico de Células Precursoras B/genética , Criança , Pré-Escolar , Variações do Número de Cópias de DNA , Metilação de DNA , Resistencia a Medicamentos Antineoplásicos/genética , Feminino , Expressão Gênica , Perfilação da Expressão Gênica , Estudo de Associação Genômica Ampla , Genômica , Humanos , Lactente , Masculino , Leucemia-Linfoma Linfoblástico de Células Precursoras B/terapia , Regiões Promotoras Genéticas , Recidiva
13.
Psychiatr Serv ; 74(11): 1192-1195, 2023 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-36935624

RESUMO

The collaborative care model (CoCM) is an effective strategy to manage common mental disorders in primary care. Despite the growing adoption of newer CoCM billing codes to support these programs, few studies have investigated the use of these codes. This column evaluated the implementation of CoCM billing codes by comparing clinics using different billing strategies and assessed the impact of CoCM code implementation on revenue and on clinical and process-of-care outcomes. Qualitative data were obtained to understand provider perspectives. The results indicate that CoCM billing code implementation is operationally feasible, does not adversely affect the delivery of patient care or revenue, and is acceptable to providers.

14.
IEEE Trans Biomed Eng ; 70(10): 2776-2787, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37030831

RESUMO

Positive Airway Pressure (PAP) therapy is the most common and efficacious treatment for Obstructive Sleep Apnea (OSA). However, it suffers from poor patient adherence due to discomfort and may not fully alleviate all adverse consequences of OSA. Identifying abnormal respiratory events before they have occurred may allow for improved management of PAP levels, leading to improved adherence and better patient outcomes. Our previous work has resulted in the successful development of a Machine-Learning (ML) algorithm for the prediction of future apneic events using existing airflow and air pressure sensors available internally to PAP devices. Although researchers have studied the use of ML for the prediction of apneas, research to date has focused primarily on using external polysomnography sensors that add to patient discomfort and has not investigated the use of internal-to-PAP sensors such as air pressure and airflow to predict and prevent respiratory events. We hypothesized that by using our predictive software, OSA events could be proactively prevented while maintaining patients' sleep quality. An intervention protocol was developed and applied to all patients to prevent OSA events. Although the protocol's cool-down period limited the number of prevention attempts, analysis of 11 participants revealed that our system improved many sleep parameters, which included a statistically significant 31.6% reduction in Apnea-Hypopnea Index, while maintaining sleep quality. Most importantly, our findings indicate the feasibility of unobtrusive identification and unique prevention of each respiratory event as well as paving the path to future truly personalized PAP therapy by further training of ML models on individual patients.


Assuntos
Apneia Obstrutiva do Sono , Humanos , Apneia Obstrutiva do Sono/prevenção & controle , Sono , Polissonografia , Resultado do Tratamento , Inteligência Artificial
15.
J Neurotrauma ; 40(23-24): 2621-2637, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37221869

RESUMO

Abstract Individuals with SCI are severely affected by immune system changes, resulting in increased risk of infections and persistent systemic inflammation. While recent data support that immunological changes after SCI differ in the acute and chronic phases of living with SCI, only limited immunological phenotyping in humans is available. To characterize dynamic molecular and cellular immune phenotypes over the first year, we assess RNA (bulk-RNA sequencing), protein, and flow cytometry (FACS) profiles of blood samples from 12 individuals with SCI at 0-3 days and at 3, 6, and 12 months post injury (MPI) compared to 23 uninjured individuals (controls). We identified 967 differentially expressed (DE) genes in individuals with SCI (FDR <0.001) compared to controls. Within the first 6 MPI we detected a reduced expression of NK cell genes, consistent with reduced frequencies of CD56bright, CD56dim NK cells present at 12 MPI. Over 6MPI, we observed increased and prolonged expression of genes associated with inflammation (e.g. HMGB1, Toll-like receptor signaling) and expanded frequencies of monocytes acutely. Canonical T-cell related DE genes (e.g. FOXP3, TCF7, CD4) were upregulated during the first 6 MPI and increased frequencies of activated T cells at 3-12 MPI. Neurological injury severity was reflected in distinct whole blood gene expression profiles at any time after SCI, verifying a persistent 'neurogenic' imprint. Overall, 2876 DE genes emerge when comparing motor complete to motor incomplete SCI (ANOVA, FDR <0.05), including those related to neutrophils, inflammation, and infection. In summary, we identify a dynamic immunological phenotype in humans, including molecular and cellular changes which may provide potential targets to reduce inflammation, improve immunity, or serve as candidate biomarkers of injury severity.


Assuntos
Traumatismos da Medula Espinal , Humanos , Traumatismos da Medula Espinal/metabolismo , Fenótipo , Biomarcadores , Transcriptoma , Inflamação/metabolismo
17.
J Spinal Cord Med ; 45(5): 728-738, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-33443466

RESUMO

OBJECTIVES: To determine circulating levels of antibodies (IgA, IgM, IgG1-4) in individuals with SCI as compared to uninjured individuals. STUDY DESIGN: Prospective, observational study. SETTING: Outpatient clinic of a Department of Physical Medicine and Rehabilitation and research institute in an academic medical center. PARTICIPANTS: Individuals with chronic (≥ 1 year from injury) SCI and uninjured individuals. OUTCOME MEASURES: Serum antibody titers were determined by commercial multiplex ELISA. RESULTS: Blood samples were collected from individuals with chronic SCI (N = 29, 83% males) and uninjured individuals (N = 25, 64% males). Among participants with SCI, the distribution of American Spinal Injury Association Impairment Scale (AIS) grades was: A (n = 15), B (n = 2), C (n = 4), D (n = 8). Neurological levels of injury were: cervical (n = 17), thoracic (n = 10), and lumbar (n = 2). IgA levels were significantly elevated in participants with SCI compared to uninjured participants (median: 1.98 vs. 1.21 mg/ml, P < 0.0001), with levels most elevated in individuals with motor complete injuries compared to uninjured participants (P < 0.0003). IgG2 antibodies were also significantly elevated in participants with SCI compared to uninjured participants (median: 5.98 vs. 4.37 mg/ml, P < 0.018). CONCLUSIONS: To our knowledge, this study provides the first evidence of elevated IgA, the antibody type most prevalent at respiratory, genitourinary and gastrointestinal tracts, common sites of infections in individuals with SCI. IgG2 levels were also elevated in individuals with SCI. These data support further investigations of IgA and other antibody types in individuals with chronic SCI, which may be increasingly important in the context of emerging novel infectious diseases such as SARS-CoV-2.


Assuntos
COVID-19 , Traumatismos da Medula Espinal , Feminino , Humanos , Imunoglobulina A , Imunoglobulina G , Imunoglobulina M , Masculino , Estudos Prospectivos , SARS-CoV-2
18.
IEEE Trans Biomed Eng ; 69(7): 2202-2211, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-34962859

RESUMO

Oscillometry or Forced Oscillation Technique, traditionally used in intermittent clinical measurements, has recently gained substantial attention from its application as a continuous monitoring tool for large and small airways. However, low frequency (<8 Hz) continuous oscillometry faces high breathing noise, and hence requires high oscillation amplitudes to maintain an acceptable signal-to-noise ratio. Therefore, PAP machines that utilize low frequency oscillometry do so intermittently to distinguish airway patency several seconds after a breathing pause has occurred. We hypothesized that high frequency and low amplitude (HFLA) oscillometry may be as sensitive and applicable for monitoring upper airway patency to distinguish between central and obstructive apnea and hypopnea events, and for monitoring respiratory impedance. An inline oscillometry prototype device was developed and connected to commercial PAP machines to test whether oscillometry at 17, 43, and 79 Hz are as sensitive to airway patency as oscillometry at 4 Hz. Analysis of 11 patients with 171 apneas and hypopneas showed that all frequency oscillometry inputs were equally sensitive in distinguishing between central and obstructive apneas, while 17 Hz and 43 Hz oscillometry were most sensitive in distinguishing between central and obstructive hypopneas. Observations during normal breathing also showed the same periodicity and cross-correlation between impedance measurements from HFLA oscillometry compared to 4 Hz. Our findings provide an unobtrusive means of distinguishing airway patency during sleep and a means of continuous monitoring of respiratory function, with the potential for detection and prediction of developing respiratory diseases and significantly richer context for data analytics.


Assuntos
Obstrução das Vias Respiratórias , Síndromes da Apneia do Sono , Apneia Obstrutiva do Sono , Obstrução das Vias Respiratórias/diagnóstico , Humanos , Oscilometria , Respiração , Testes de Função Respiratória/métodos , Síndromes da Apneia do Sono/diagnóstico
19.
Trends Cell Biol ; 16(1): 45-54, 2006 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-16337795

RESUMO

Receptor tyrosine kinases (RTKs) control a wide variety of processes in multicellular organisms, including proliferation, differentiation, migration and survival. Their activity is tightly controlled through the coordinated action of both positive and negative regulators that function at multiple levels of the signal transduction cascade, and at different time points within the growth-factor-induced response. When this process goes awry, the outcome can be developmental defects and malignancy. Sprouty (Spry) proteins represent a major class of ligand-inducible inhibitors of RTK-dependent signaling pathways. New biochemical and genetic evidence indicates specific roles of the Spry genes in development and multiple modes of action of the Spry proteins in regulation of the RTK-induced response.


Assuntos
Retroalimentação Fisiológica , Proteínas de Membrana/fisiologia , Receptores Proteína Tirosina Quinases/fisiologia , Transdução de Sinais , Sequência de Aminoácidos , Animais , Transformação Celular Neoplásica , Fator de Crescimento Epidérmico/fisiologia , Regulação da Expressão Gênica no Desenvolvimento , Genes Supressores de Tumor , Humanos , Proteínas de Membrana/análise , Proteínas de Membrana/genética , Receptores Proteína Tirosina Quinases/antagonistas & inibidores
20.
J Proteomics ; 233: 104046, 2021 02 20.
Artigo em Inglês | MEDLINE | ID: mdl-33212251

RESUMO

Reverse phase protein arrays (RPPA) can assess protein expression and activation states in large numbers of samples (n > 1000) and evidence suggests feasibility in the setting of multi-institution clinical trials. Despite evidence in solid tumors, little is known about protein stability in leukemia. Proteins collected from leukemia cells in blood and bone marrow biopsies must be sufficiently stable for analysis. Using 58 leukemia samples, we initially assessed protein/phospho-protein integrity for the following preanalytical variables: 1) shipping vs local processing, 2) temperature (4 °C vs ambient temperature), 3) collection tube type (heparin vs Cell Save (CS) preservation tubes), 4) treatment effect (pre- vs post-chemotherapy) and 5) transit time. Next, we assessed 1515 samples from the Children's Oncology Group Phase 3 AML clinical trial (AAML1031, NCT01371981) for the effects of transit time and tube type. Protein expression from shipped blood samples was stable if processed in ≤72 h. While protein expression in pre-chemotherapy samples was stable in both heparin and CS tubes, post-chemotherapy samples were stable in only CS tubes. RPPA protein extremes is a successful quality control measure to identify and exclude poor quality samples. These data demonstrate that a majority of shipped proteins can be accurately assessed using RPPA. SIGNIFICANCE: RPPA can assess protein abundance and activation states in large numbers of samples using small amounts of material, making this method ideal for use in multi-institution clinical trials. However, there is little known about the effect of preanalytical handling variables on protein stability and the integrity of protein concentrations after sample collection and shipping. In this study, we used RPPA to assess preanalytical variables that could potentially affect protein concentrations. We found that the preanalytical variables of shipping, transit time, and temperature had minimal effects on RPPA protein concentration distributions in peripheral blood and bone marrow, demonstrating that these preanalytical variables could be successfully managed in a multi-site clinical trial setting.


Assuntos
Leucemia , Análise Serial de Proteínas , Criança , Humanos , Leucemia/tratamento farmacológico , Proteínas , Proteômica , Manejo de Espécimes
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