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1.
J Surg Orthop Adv ; 31(3): 187-192, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36413167

RESUMO

This study assessed the effect of preoperative planning using a 3D-printed periarticular fracture model on operative performance. A complex pilon fracture was 3D-printed, and a preoperative plan was developed. Orthopaedic surgery residents (n = 20) were randomized into two groups. Group 1 performed routine preoperative planning, while Group 2 was also practiced using a 3D-printed construct before performing fixation of the 3D-printed model. Resident performance was assessed using a video motion capture system and evaluated by blinded reviewers. Three residents (3D group) completed fixation within the allotted 45 minutes. The 3D group had less hand distance traveled for step 1 (89 m vs. 162 m, p = 0.04). The 3D group had better performance on three of the four components and more acceptable reductions (6 vs. 0, p = 0.009). Average global rating scale was higher in the 3D group (3.0 vs. 1.7, p = 0.0095). Use of 3D-printed models for preoperative planning improved resident performance. (Journal of Surgical Orthopaedic Advances 31(3):187-192, 2022).


Assuntos
Ortopedia , Fraturas da Tíbia , Humanos , Impressão Tridimensional , Fraturas da Tíbia/cirurgia
2.
J Surg Orthop Adv ; 31(3): 150-154, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36413160

RESUMO

The Coronavirus Disease 2019 (COVID-19) pandemic presented a novel challenge to modern healthcare systems and medical training. Resource allocation and risk mitigation dramatically affected resident training. The objective of this article is to develop new strategies to maintain a healthy, competent residency program while combating the unique challenges to resident education and wellness. In 2020, our institution implemented a revolving 3-Team system. While the "Inpatient-Team" delivered direct care, the "Back-up Team" and "Quarantine-Team" managed the telemedicine virtual clinic and education-wellness strategy, respectively. Our 3-Team system allowed delivery of safe, high-quality patient care while optimizing resident education, research, and wellness. The efficient use of technology led to both improved virtual education outside of the hospital and intentional wellness opportunities despite social distancing restrictions. Utilization of virtual platforms for patient care, education, research, and wellness grew out of necessity in this pandemic, yet represent an opportunity for lasting improvement. (Journal of Surgical Orthopaedic Advances 31(3):150-154, 2022).


Assuntos
COVID-19 , Internato e Residência , Humanos , Pandemias/prevenção & controle , COVID-19/epidemiologia , Educação de Pós-Graduação em Medicina , Promoção da Saúde
3.
J Foot Ankle Surg ; 61(3): 557-561, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34836780

RESUMO

Opioids are frequently used for acute pain management of musculoskeletal injuries, which can lead to misuse and abuse. This study aimed to identify the opioid prescribing rate for ankle fractures treated nonoperatively in the ambulatory and emergency department setting across a single healthcare system and to identify patients considered at high risk for abuse, misuse, or diversion of prescription opioids that received an opioid. A retrospective cohort study was performed at a large healthcare system. The case list included nonoperatively treated emergency department, urgent care and outpatient clinic visits for ankle fracture and was merged with the Prescription Reporting With Immediate Medication Mapping (PRIMUM) database to identify encounters with prescription for opioids. Descriptive statistics characterize patient demographics, treatment location and prescriber type. Rates of prescribing among subgroups were calculated. There were 1,324 patient encounters identified, of which, 630 (47.6%) received a prescription opioid. The majority of patients were 18-64 years old (60.3%). Patients within this age range were more likely to receive an opioid prescription compared to other age groups (p < .0001). Patients treated in the emergency department were significantly more likely to receive an opioid medication (68.3%) compared to patients treated at urgent care (33.7%) or in the ambulatory setting (16.4%) (p < .0001). Utilizing the PRIMUM tool, 14.2% of prescriptions were provided to patients with at least one risk factor. Despite the recent emphasis on opioid stewardship, 14.2% of patients with risk factors for misuse, abuse, or diversion received opioid analgesics in this study, identifying an area of improvement for prescribers.


Assuntos
Fraturas do Tornozelo , Sistemas de Apoio a Decisões Clínicas , Adolescente , Adulto , Analgésicos Opioides/uso terapêutico , Fraturas do Tornozelo/terapia , Humanos , Pessoa de Meia-Idade , Padrões de Prática Médica , Estudos Prospectivos , Estudos Retrospectivos , Fatores de Risco , Adulto Jovem
4.
J Cell Mol Med ; 20(8): 1513-22, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-27222313

RESUMO

Rac1 is a small GTPase and plays key roles in multiple cellular processes including the production of reactive oxygen species (ROS). However, whether Rac1 activation during myocardial ischaemia and reperfusion (I/R) contributes to arrhythmogenesis is not fully understood. We aimed to study the effects of Rac1 inhibition on store overload-induced Ca(2+) release (SOICR) and ventricular arrhythmia during myocardial I/R. Adult Rac1(f/f) and cardiac-specific Rac1 knockdown (Rac1(ckd) ) mice were subjected to myocardial I/R and their electrocardiograms (ECGs) were monitored for ventricular arrhythmia. Myocardial Rac1 activity was increased and ventricular arrhythmia was induced during I/R in Rac1(f/f) mice. Remarkably, I/R-induced ventricular arrhythmia was significantly decreased in Rac1(ckd) compared to Rac1(f/f) mice. Furthermore, treatment with Rac1 inhibitor NSC23766 decreased I/R-induced ventricular arrhythmia. Ca(2+) imaging analysis showed that in response to a 6 mM external Ca(2+) concentration challenge, SOICR was induced with characteristic spontaneous intracellular Ca(2+) waves in Rac1(f/f) cardiomyocytes. Notably, SOICR was diminished by pharmacological and genetic inhibition of Rac1 in adult cardiomyocytes. Moreover, I/R-induced ROS production and ryanodine receptor 2 (RyR2) oxidation were significantly inhibited in the myocardium of Rac1(ckd) mice. We conclude that Rac1 activation induces ventricular arrhythmia during myocardial I/R. Inhibition of Rac1 suppresses SOICR and protects against ventricular arrhythmia. Blockade of Rac1 activation may represent a new paradigm for the treatment of cardiac arrhythmia in ischaemic heart disease.


Assuntos
Arritmias Cardíacas/metabolismo , Arritmias Cardíacas/prevenção & controle , Cálcio/metabolismo , Ventrículos do Coração/patologia , Proteínas rac1 de Ligação ao GTP/metabolismo , Animais , Arritmias Cardíacas/patologia , Eletrocardiografia , Técnicas de Silenciamento de Genes , Frequência Cardíaca , Camundongos Endogâmicos C57BL , Reperfusão Miocárdica , Miócitos Cardíacos/metabolismo , Oxirredução , Canal de Liberação de Cálcio do Receptor de Rianodina/metabolismo , Superóxidos/metabolismo , Proteínas rac1 de Ligação ao GTP/antagonistas & inibidores
5.
Biomed Microdevices ; 18(5): 78, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27523472

RESUMO

We describe a simple fabrication technique - targeted towards non-specialists - that allows for the production of leak-proof polydimethylsiloxane (PDMS) microfluidic devices that are compatible with live-cell microscopy. Thin PDMS base membranes were spin-coated onto a glass-bottom cell culture dish and then partially cured via microwave irradiation. PDMS chips were generated using a replica molding technique, and then sealed to the PDMS base membrane by microwave irradiation. Once a mold was generated, devices could be rapidly fabricated within hours. Fibronectin pre-treatment of the PDMS improved cell attachment. Coupling the device to programmable pumps allowed application of precise fluid flow rates through the channels. The transparency and minimal thickness of the device enabled compatibility with inverted light microscopy techniques (e.g. phase-contrast, fluorescence imaging, etc.). The key benefits of this technique are the use of standard laboratory equipment during fabrication and ease of implementation, helping to extend applications in live-cell microfluidics for scientists outside the engineering and core microdevice communities.


Assuntos
Dispositivos Lab-On-A-Chip , Microscopia/instrumentação , Células 3T3 , Animais , Sobrevivência Celular , Dimetilpolisiloxanos , Desenho de Equipamento , Hidrodinâmica , Camundongos , Nylons
6.
Arterioscler Thromb Vasc Biol ; 35(5): 1254-64, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25767275

RESUMO

OBJECTIVE: Smooth muscle cells (SMCs) in healthy arteries are arranged as a collective. However, in diseased arteries, SMCs commonly exist as individual cells, unconnected to each other. The purpose of this study was to elucidate the events that enable individualized SMCs to enter into a stable and interacting cell collective. APPROACH AND RESULTS: Human SMCs stimulated to undergo programmed collectivization were tracked by time-lapse microscopy. We uncovered a switch in the behavior of contacting SMCs from semiautonomous motility to cell-cell adherence. Central to the cell-adherent phenotype was the formation of uniquely elongated adherens junctions, up to 60 µm in length, which appeared to strap adjacent SMCs to each other. Remarkably, these junctions contained both N-cadherin and cadherin-11. Ground-state depletion super-resolution microscopy revealed that these hybrid assemblies were comprised of 2 parallel nanotracks of each cadherin, separated by 50 nm. Blocking either N-cadherin or cadherin-11 inhibited collectivization. Cell-cell adhesion and adherens junction elongation were associated with reduced transforming growth factor-ß signaling, and exogenous transforming growth factor-ß1 suppressed junction elongation via the noncanonical p38 pathway. Imaging of fura-2-loaded SMCs revealed that SMC assemblies displayed coordinated calcium oscillations and cell-cell transmission of calcium waves which, together with increased connexin 43-containing junctions, depended on cadherin-11 and N-cadherin function. CONCLUSIONS: SMCs can self-organize, structurally and functionally, via transforming growth factor-ß-p38-dependent adhesive switching and a novel adherens junction architecture comprised of hybrid nanotracks of cadherin-11 and N-cadherin. The findings define a mechanism for the assembly of SMCs into networks, a process that may be relevant to the stability and function of blood vessels.


Assuntos
Caderinas/metabolismo , Moléculas de Adesão Celular/metabolismo , Comunicação Celular/fisiologia , Músculo Liso Vascular/citologia , Fator de Crescimento Transformador beta1/metabolismo , Células Cultivadas , Humanos , Músculo Liso Vascular/metabolismo , Valores de Referência , Transdução de Sinais
7.
Biochemistry ; 54(47): 6973-82, 2015 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-26523485

RESUMO

Intracellular thiol-disulfide redox balance is crucial to cell health, and may be a key determinant of a cancer's response to chemotherapy and radiation therapy. The ability to assess intracellular thiol-disulfide balance may thus be useful not only in predicting responsiveness of cancers to therapy, but in assessing predisposition to disease. Assays of thiols in biology have relied on colorimetry or fluorimetry, both of which require UV-visible photons, which do not penetrate the body. Low-frequency electron paramagnetic resonance imaging (EPRI) is an emerging magnetic imaging technique that uses radio waves, which penetrate the body well. Therefore, in combination with tailored imaging agents, EPRI affords the opportunity to image physiology within the body. In this study, we have prepared water-soluble and membrane-permeant disulfide-linked dinitroxides, at natural isotopic abundance, and with D,(15)N-substitution. Thiols such as glutathione cleave the disulfides, with simple bimolecular kinetics, to yield the monomeric nitroxide species, with distinctive changes in the EPR spectrum. Using the D,(15)N-substituted disulfide-dinitroxide and EPR spectroscopy, we have obtained quantitative estimates of accessible intracellular thiol in cultured human lymphocytes. Our estimates are in good agreement with published measurements. This suggests that in vivo EPRI of thiol-disulfide balance is feasible. Finally, we discuss the constraints on the design of probe molecules that would be useful for in vivo EPRI of thiol redox status.


Assuntos
Dissulfetos/química , Espectroscopia de Ressonância de Spin Eletrônica/métodos , Óxidos de Nitrogênio/química , Compostos de Sulfidrila/análise , Linfócitos T/química , Ditiotreitol/análise , Glutationa/análise , Humanos , Células Jurkat , Oxirredução
8.
J Cell Sci ; 126(Pt 16): 3615-26, 2013 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-23750003

RESUMO

The primordial intercellular signaling molecule ATP acts through two families of cell-surface P2 receptors - the P2Y family of G-protein-coupled receptors and the P2X family of ligand-gated cation channels. Multiple P2 receptors are expressed in a variety of cell types. However, the significance of these networks of receptors in any biological system remains unknown. Using osteoblasts as a model system, we found that a low concentration of ATP (10 µM, ATPlow) induced transient elevation of cytosolic Ca(2+), whereas a high concentration of ATP (1 mM, ATPhigh) elicited more sustained elevation. Moreover, graded increases in the Ca(2+) signal were achieved over a remarkable million-fold range of ATP concentrations (1 nM to 1 mM). Next, we demonstrated that ATPlow caused transient nuclear localization of the Ca(2+)-regulated transcription factor NFATc1; whereas, ATPhigh elicited more sustained localization. When stimulated with ATPhigh, osteoblasts from P2X7 loss-of-function mice showed only transient Ca(2+)-NFATc1 signaling; in contrast, sustained signaling was observed in wild-type cells. Additional experiments revealed a role for P2Y receptors in mediating transient signaling induced by low ATP concentrations. Thus, distinct P2 receptors with varying affinities for ATP account for this wide range of sensitivity to extracellular nucleotides. Finally, ATPhigh, but not ATPlow, was shown to elicit robust expression of the NFAT target gene Ptgs2 (encoding COX-2), consistent with a crucial role for the duration of Ca(2+)-NFAT signaling in regulating target gene expression. Taken together, ensembles of P2 receptors provide a mechanism by which cells sense ATP over a wide concentration range and transduce this input into distinct cellular signals.


Assuntos
Trifosfato de Adenosina/metabolismo , Células 3T3 , Trifosfato de Adenosina/farmacologia , Animais , Sinalização do Cálcio , Núcleo Celular/metabolismo , Células Cultivadas , Camundongos , Camundongos Knockout , Fatores de Transcrição NFATC/genética , Fatores de Transcrição NFATC/metabolismo , Osteoblastos/citologia , Osteoblastos/metabolismo , Receptores Acoplados a Proteínas G/metabolismo , Receptores Purinérgicos P2X7/metabolismo , Transdução de Sinais , Transcrição Gênica
9.
J Biol Chem ; 288(49): 35346-57, 2013 Dec 06.
Artigo em Inglês | MEDLINE | ID: mdl-24133210

RESUMO

Phosphatidylinositol 3-kinases (PI3K) participate in numerous signaling pathways, and control distinct biological functions. Studies using pan-PI3K inhibitors suggest roles for PI3K in osteoclasts, but little is known about specific PI3K isoforms in these cells. Our objective was to determine effects of isoform-selective PI3K inhibitors on osteoclasts. The following inhibitors were investigated (targets in parentheses): wortmannin and LY294002 (pan-p110), PIK75 (α), GDC0941 (α, δ), TGX221 (ß), AS252424 (γ), and IC87114 (δ). In addition, we characterized a new potent and selective PI3Kδ inhibitor, GS-9820, and explored roles of PI3K isoforms in regulating osteoclast function. Osteoclasts were isolated from long bones of neonatal rats and rabbits. Wortmannin, LY294002, GDC0941, IC87114, and GS-9820 induced a dramatic retraction of osteoclasts within 15-20 min to 65-75% of the initial area. In contrast, there was no significant retraction in response to vehicle, PIK75, TGX221, or AS252424. Moreover, wortmannin and GS-9820, but not PIK75 or TGX221, disrupted actin belts. We examined effects of PI3K inhibitors on osteoclast survival. Whereas PIK75, TGX221, and GS-9820 had no significant effect on basal survival, all blocked RANKL-stimulated survival. When studied on resorbable substrates, osteoclastic resorption was suppressed by wortmannin and inhibitors of PI3Kß and PI3Kδ, but not other isoforms. These data are consistent with a critical role for PI3Kδ in regulating osteoclast cytoskeleton and resorptive activity. In contrast, multiple PI3K isoforms contribute to the control of osteoclast survival. Thus, the PI3Kδ isoform, which is predominantly expressed in cells of hematopoietic origin, is an attractive target for anti-resorptive therapeutics.


Assuntos
Osteoclastos/efeitos dos fármacos , Osteoclastos/enzimologia , Inibidores de Fosfoinositídeo-3 Quinase , Inibidores de Proteínas Quinases/farmacologia , Adenina/análogos & derivados , Adenina/farmacologia , Androstadienos/farmacologia , Animais , Reabsorção Óssea/prevenção & controle , Sobrevivência Celular/efeitos dos fármacos , Cromonas/farmacologia , Citoesqueleto/efeitos dos fármacos , Indazóis/farmacologia , Isoenzimas/antagonistas & inibidores , Morfolinas/farmacologia , Osteoclastos/citologia , Quinazolinas/farmacologia , Ligante RANK/metabolismo , Coelhos , Ratos , Sulfonamidas/farmacologia , Wortmanina
10.
Biochim Biophys Acta ; 1831(1): 109-16, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22892679

RESUMO

Osteoclasts (bone resorbing cells) and osteoblasts (bone forming cells) play essential roles in skeletal development, mineral homeostasis and bone remodeling. The actions of these two cell types are tightly coordinated, and imbalances in bone formation and resorption can result in disease states, such as osteoporosis. Lysophosphatidic acid (LPA) is a potent bioactive phospholipid that influences a number of cellular processes, including proliferation, survival and migration. LPA is also involved in wound healing and pathological conditions, such as tumor metastasis and autoimmune disorders. During trauma, activated platelets are likely a source of LPA in bone. Physiologically, osteoblasts themselves can also produce LPA, which in turn promotes osteogenesis. The capacity for local production of LPA, coupled with the proximity of osteoblasts and osteoclasts, leads to the intriguing possibility that LPA acts as a paracrine mediator of osteoblast-osteoclast signaling. Here we summarize emerging evidence that LPA enhances the differentiation of osteoclast precursors, and regulates the morphology, resorptive activity and survival of mature osteoclasts. These actions arise through stimulation of multiple LPA receptors and intracellular signaling pathways. Moreover, LPA is a potent mitogen implicated in promoting the metastasis of breast and ovarian tumors to bone. Thus, LPA released from osteoblasts is potentially an important autocrine and paracrine mediator - physiologically regulating skeletal development and remodeling, while contributing pathologically to metastatic bone disease. This article is part of a Special Issue entitled Advances in Lysophospholipid Research.


Assuntos
Osso e Ossos/citologia , Osso e Ossos/metabolismo , Lisofosfolipídeos/metabolismo , Osteoblastos/metabolismo , Osteoclastos/metabolismo , Transdução de Sinais , Animais , Osso e Ossos/efeitos dos fármacos , Humanos , Lisofosfolipídeos/farmacologia , Osteoblastos/citologia , Osteoblastos/efeitos dos fármacos , Osteoclastos/citologia , Osteoclastos/efeitos dos fármacos , Receptores de Ácidos Lisofosfatídicos/metabolismo , Receptores Purinérgicos P2X7/metabolismo , Transdução de Sinais/efeitos dos fármacos
11.
Purinergic Signal ; 10(2): 291-304, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24222214

RESUMO

The P2X7 receptor is an ATP-gated cation channel expressed by a number of cell types. We have shown previously that disruption of P2X7 receptor function results in downregulation of osteogenic markers and upregulation of adipogenic markers in calvarial cell cultures. In the present study, we assessed whether loss of P2X7 receptor function results in changes to adipocyte distribution and lipid accumulation in vivo. Male P2X7 loss-of-function (KO) mice exhibited significantly greater body weight and epididymal fat pad mass than wild-type (WT) mice at 9 months of age. Fat pad adipocytes did not differ in size, consistent with adipocyte hyperplasia rather than hypertrophy. Histological examination revealed ectopic lipid accumulation in the form of adipocytes and/or lipid droplets in several non-adipose tissues of older male KO mice (9-12 months of age). Ectopic lipid was observed in kidney, extraorbital lacrimal gland and pancreas, but not in liver, heart or skeletal muscle. Specifically, lacrimal gland and pancreas from 12-month-old male KO mice had greater numbers of adipocytes in perivascular, periductal and acinar regions. As well, lipid droplets accumulated in the renal tubular epithelium and lacrimal acinar cells. Blood plasma analyses revealed diminished total cholesterol levels in 9- and 12-month-old male KO mice compared with WT controls. Interestingly, no differences were observed in female mice. Moreover, there were no significant differences in food consumption between male KO and WT mice. Taken together, these data establish novel in vivo roles for the P2X7 receptor in regulating adipogenesis and lipid metabolism in an age- and sex-dependent manner.


Assuntos
Adipócitos/metabolismo , Adipogenia/fisiologia , Adiposidade/fisiologia , Metabolismo dos Lipídeos/fisiologia , Receptores Purinérgicos P2X7/metabolismo , Animais , Feminino , Masculino , Camundongos , Camundongos Knockout , Receptores Purinérgicos P2X7/genética , Microtomografia por Raio-X
12.
Arthritis Rheum ; 65(1): 148-58, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-23044761

RESUMO

OBJECTIVE: To compare the osteoclastogenic capacity of peripheral blood mononuclear cells (PBMCs) from patients with osteoarthritis (OA) to that of PBMCs from self-reported normal individuals. METHODS: PBMCs from 140 patients with OA and 45 healthy donors were assayed for CD14+ expression and induced to differentiate into osteoclasts over 3 weeks in vitro. We assessed the number of osteoclasts, their resorptive activity, osteoclast apoptosis, and expression of the following cytokine receptors: RANK, interleukin-1 receptor type I (IL-1RI), and IL-1RII. A ridge logistic regression classifier was developed to discriminate OA patients from controls. RESULTS: PBMCs from OA patients gave rise to more osteoclasts that resorbed more bone surface than did PBMCs from controls. The number of CD14+ precursors was comparable in both groups, but there was less apoptosis in osteoclasts obtained from OA patients. Although no correlation was found between osteoclastogenic capacity and clinical or radiographic scores, levels of IL-1RI were significantly lower in cultures from patients with OA than in cultures from controls. Osteoclast apoptosis and expression levels of IL-1RI and IL-1RII were used to build a multivariate predictive model for OA. CONCLUSION: During 3 weeks of culture under identical conditions, monocytes from patients with OA display enhanced capacity to generate osteoclasts compared to cells from controls. Enhanced osteoclastogenesis is accompanied by increased resorptive activity, reduced osteoclast apoptosis, and diminished IL-1RI expression. These findings support the possibility that generalized changes in bone metabolism affecting osteoclasts participate in the pathophysiology of OA.


Assuntos
Apoptose/imunologia , Reabsorção Óssea/imunologia , Citocinas/metabolismo , Monócitos/citologia , Osteoartrite/imunologia , Osteoclastos/citologia , Idoso , Idoso de 80 Anos ou mais , Reabsorção Óssea/metabolismo , Reabsorção Óssea/fisiopatologia , Técnicas de Cultura de Células , Feminino , Humanos , Immunoblotting , Receptores de Lipopolissacarídeos , Masculino , Pessoa de Meia-Idade , Monócitos/imunologia , Monócitos/metabolismo , Osteoartrite/metabolismo , Osteoclastos/metabolismo , Osteoclastos/fisiologia , Reação em Cadeia da Polimerase Via Transcriptase Reversa
13.
J Orthop Res ; 42(8): 1748-1761, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38596829

RESUMO

This study aimed to explore the potential of gait analysis coupled with supervised machine learning models as a predictive tool for assessing post-injury complications such as infection, malunion, or hardware irritation among individuals with lower extremity fractures. We prospectively identified participants with lower extremity fractures at a tertiary academic center. These participants underwent gait analysis with a chest-mounted inertial measurement unit device. Using customized software, the raw gait data were preprocessed, emphasizing 12 essential gait variables. The data were standardized, and several machine learning models, including XGBoost, logistic regression, support vector machine, LightGBM, and Random Forest, were trained, tested, and evaluated. Special attention was given to class imbalance, addressed using the synthetic minority oversampling technique (SMOTE). Additionally, we introduced a novel methodology to compute the post-injury recovery rate for gait variables, which operates independently of the time difference between the gait analyses of different participants. XGBoost was identified as the optimal model both before and after the application of SMOTE. Before using SMOTE, the model achieved an average test area under the ROC curve (AUC) of 0.90, with a 95% confidence interval (CI) of [0.79, 1.00], and an average test accuracy of 86%, with a 95% CI of [75%, 97%]. Through feature importance analysis, a pivotal role was attributed to the duration between the occurrence of the injury and the initial gait analysis. Data patterns over time revealed early aggressive physiological compensations, followed by stabilization phases, underscoring the importance of prompt gait analysis. χ2 analysis indicated a statistically significant higher readmission rate among participants with underlying medical conditions (p = 0.04). Although the complication rate was also higher in this group, the association did not reach statistical significance (p = 0.06), suggesting a more pronounced impact of medical conditions on readmission rates rather than on complications. This study highlights the transformative potential of integrating advanced machine learning techniques like XGBoost with gait analysis for orthopedic care. The findings underscore a shift toward a data-informed, proactive approach in orthopedics, enhancing patient outcomes through early detection and intervention. The χ2 analysis added crucial insights into the broader clinical implications, advocating for a comprehensive treatment strategy that accounts for the patient's overall health profile. The research paves the way for personalized, predictive medical care in orthopedics, emphasizing the importance of timely and tailored patient assessments.


Assuntos
Análise da Marcha , Humanos , Masculino , Análise da Marcha/métodos , Feminino , Pessoa de Meia-Idade , Adulto , Idoso , Aprendizado de Máquina , Estudos Prospectivos , Fraturas Ósseas , Marcha
14.
J Orthop Trauma ; 38(3): 143-147, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38117575

RESUMO

OBJECTIVES: To evaluate the work relative value units (RVUs) attributed per minute of operative time (wRVU/min) in fixation of acetabular fractures, evaluate surgical factors that influence wRVU/min, and compare wRVU/min with other procedures. DESIGN: Retrospective. SETTING: Level 1 academic center. PATIENT SELECTION CRITERIA: Two hundred fifty-one operative acetabular fractures (62 A, B, C) from 2015 to 2021. OUTCOME MEASURES AND COMPARISONS: Work relative value unit per minute of operative time for each acetabular current procedural terminology (CPT) code. Surgical approach, patient positioning, total room time, and surgeon experience were collected. Comparison wRVU/min were collected from the literature. RESULTS: The mean wRVU per surgical minute for each CPT code was (1) CPT 27226 (isolated wall fracture): 0.091 wRVU/min, (2) CPT 27227 (isolated column or transverse fracture): 0.120 wRVU/min, and (3) CPT 27228 (associated fracture types): 0.120 wRVU/min. Of fractures with single approaches, anterior approaches generated the least wRVU/min (0.091 wRVU/min, P = 0.0001). Average nonsurgical room time was 82.1 minutes. Surgeon experience ranged from 3 to 26 years with operative time decreasing as surgeon experience increased ( P = 0.03). As a comparison, the wRVU/min for primary and revision hip arthroplasty have been reported as 0.26 and 0.249 wRVU/min, respectively. CONCLUSIONS: The wRVUs allocated per minute of operative time for acetabular fractures is less than half of other reported hip procedures and lowest for isolated wall fractures. There was a significant amount of nonsurgical room time that should be accounted for in compensation models. This information should be used to ensure that orthopaedic trauma surgeons are being appropriately supported for managing these fractures. LEVEL OF EVIDENCE: Economic Level IV. See Instructions for Authors for a complete description of levels of evidence.


Assuntos
Fraturas do Quadril , Ortopedia , Fraturas da Coluna Vertebral , Cirurgiões , Humanos , Duração da Cirurgia , Estudos Retrospectivos
15.
Purinergic Signal ; 9(4): 687-93, 2013 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-23689980

RESUMO

The effect of the relatively potent P2X7 receptor agonist 2'(3')-O-(4-benzoylbenzoyl)adenosine 5'-triphosphate triethylammonium salt (BzATP-TEA) on cytosolic pH (pHi) was studied using MC3T3-E1 osteoblast-like cells, which endogenously express P2X7 receptors. pHi was measured fluorimetrically using the pH-sensitive dye 2',7'-bis(2-carboxyethyl)-5(6)-carboxyfluorescein. BzATP-TEA (0.3-1.5 mM) elicited fast-onset alkalinization responses. In contrast, adenosine 5'-triphosphate disodium salt (5 mM) failed to reproduce the BzATP-TEA-induced responses, indicating a P2 receptor-independent mechanism. We speculated that triethylamine, which is present in solutions of BzATP-TEA, permeates the plasma membrane, and is protonated intracellularly, leading to an increase in pHi. Consistent with this hypothesis, triethylammonium (TEA) chloride mimicked the effects of BzATP-TEA on pHi. Moreover, measurements using a Cytosensor microphysiometer revealed that TEA chloride transiently suppressed proton efflux from cells, whereas washout of TEA transiently enhanced proton efflux. BzATP-TEA also elicited a sustained increase in proton efflux that was blocked specifically by the P2X7 antagonist A-438079. Taken together, we conclude that BzATP-TEA-induced alkalinization is unrelated to P2X7 activation, but is due to the presence of TEA. This effect may confound assessment of the outcomes of P2X7 activation by BzATP-TEA in other systems. Thus, control experiments using TEA chloride are recommended to distinguish between receptor-mediated and nonspecific effects of this widely used agonist. We performed such a control and confirmed that BzATP-TEA, but not TEA chloride, caused the elevation of cytosolic free Ca(2+) in MC3T3-E1 cells, ruling out the possibility that receptor-independent effects on pHi underlie BzATP-TEA-induced Ca(2+) signaling.


Assuntos
Trifosfato de Adenosina/análogos & derivados , Citosol/química , Citosol/metabolismo , Compostos de Amônio Quaternário/farmacologia , Receptores Purinérgicos P2X7/metabolismo , Células 3T3 , Trifosfato de Adenosina/farmacologia , Animais , Camundongos , Prótons , Agonistas do Receptor Purinérgico P2X/farmacologia
16.
Clin Orthop Relat Res ; 471(9): 2776-82, 2013 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-23440617

RESUMO

BACKGROUND: We previously found no reduction in heterotopic ossification (HO) rates after acetabular surgery with indomethacin compared with a placebo. We subsequently abandoned routine indomethacin therapy after acetabular surgery but questioned whether the incidence had changed using a posterior approach. QUESTIONS/PURPOSES: We therefore determined (1) the incidence of HO after acetabular fracture surgery through a posterior approach; (2) the incidence of symptoms attributable to HO; and (3) the rate of reoperation for HO. METHODS: We retrospectively reviewed the records of all 423 patients with acetabular fractures following our clinical protocol change; of these, 120 were treated with a Kocher-Langenbeck approach and included. The presence of radiographic HO was documented a minimum of 10 weeks postoperatively using the classification of Brooker et al. Symptoms and reoperations were recorded. RESULTS: The overall incidence of radiographic HO was 47% (56 of 120 patients): 26% Class I-II 13% Class III, and 8% Class IV. Overall, 15% of patients developed symptoms; 3.3% underwent reoperations for excision of HO. There were no major differences between the incidence of moderate and severe HO in this study when compared with the indomethacin and placebo groups from the prior study. CONCLUSIONS: Our incidence of moderate and severe HO has not changed since discontinuing indomethacin. These findings support our institutional decision to abandon routine indomethacin prophylaxis after acetabular surgery. We recommend improved surgical techniques to limit damage to the abductors and improved risk stratification of patients when considering treatment options for HO prophylaxis.


Assuntos
Acetábulo/lesões , Fixação Interna de Fraturas/efeitos adversos , Fraturas Ósseas/cirurgia , Indometacina/uso terapêutico , Ossificação Heterotópica/epidemiologia , Acetábulo/diagnóstico por imagem , Acetábulo/cirurgia , Adulto , Feminino , Seguimentos , Fraturas Ósseas/diagnóstico por imagem , Humanos , Incidência , Escala de Gravidade do Ferimento , Masculino , Ossificação Heterotópica/diagnóstico por imagem , Ossificação Heterotópica/etiologia , Ossificação Heterotópica/prevenção & controle , Prevalência , Radiografia , Sistema de Registros , Reoperação , Estudos Retrospectivos , Fatores Sexuais
17.
J Opioid Manag ; 19(6): 495-505, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38189191

RESUMO

OBJECTIVE: The objective is to quantify the rate of opioid and benzodiazepine prescribing for the diagnosis of shoulder osteoarthritis across a large healthcare system and to describe the impact of a clinical decision support intervention on prescribing patterns. DESIGN: A prospective observational study. SETTING: One large healthcare system. PATIENTS AND PARTICIPANTS: Adult patients presenting with shoulder osteoarthritis. INTERVENTIONS: A clinical decision support intervention that presents an alert to prescribers when patients meet criteria for increased risk of opioid use disorder. MAIN OUTCOME MEASURE: The percentage of patients receiving an opioid or benzodiazepine, the percentage who had at least one risk factor for misuse, and the percent of encounters in which the prescribing decision was influenced by the alert were the main outcome measures. RESULTS: A total of 5,380 outpatient encounters with a diagnosis of shoulder osteoarthritis were included. Twenty-nine percent (n = 1,548) of these encounters resulted in an opioid or benzodiazepine prescription. One-third of those who received a prescription had at least one risk factor for prescription misuse. Patients were more likely to receive opioids from the emergency department or urgent care facilities (40 percent of encounters) compared to outpatient facilities (28 percent) (p < .0001). Forty-four percent of the opioid prescriptions were for "potent opioids" (morphine milliequivalent conversion factor > 1). Of the 612 encounters triggering an alert, the prescribing decision was influenced (modified or not prescribed) in 53 encounters (8.7 percent). All but four (0.65 percent) of these encounters resulted in an opioid prescription. CONCLUSION: Despite evidence against routine opioid use for osteoarthritis, one-third of patients with a primary diagnosis of glenohumeral osteoarthritis received an opioid prescription. Of those who received a prescription, over one-third had a risk factor for opioid misuse. An electronic clinic decision support tool influenced the prescription in less than 10 percent of encounters.


Assuntos
Analgésicos Opioides , Serviço Hospitalar de Emergência , Osteoartrite , Adulto , Humanos , Assistência Ambulatorial , Analgésicos Opioides/administração & dosagem , Benzodiazepinas , Transtornos Relacionados ao Uso de Opioides/prevenção & controle , Osteoartrite/diagnóstico , Osteoartrite/tratamento farmacológico , Osteoartrite/epidemiologia
18.
J Biol Chem ; 286(46): 39871-81, 2011 Nov 18.
Artigo em Inglês | MEDLINE | ID: mdl-21940634

RESUMO

Osteopontin (OPN), an integrin-binding extracellular matrix glycoprotein, enhances osteoclast activity; however, its mechanisms of action are elusive. The Ca(2+)-dependent transcription factor NFATc1 is essential for osteoclast differentiation. We assessed the effects of OPN on NFATc1, which translocates to nuclei upon activation. Osteoclasts from neonatal rabbits and rats were plated on coverslips, uncoated or coated with OPN or bovine albumin. OPN enhanced the proportion of osteoclasts exhibiting nuclear NFATc1. An RGD-containing, integrin-blocking peptide prevented the translocation of NFATc1 induced by OPN. Moreover, mutant OPN lacking RGD failed to induce translocation of NFATc1. Thus, activation of NFATc1 is dependent on integrin binding through RGD. Using fluorescence imaging, OPN was found to increase the proportion of osteoclasts exhibiting transient elevations in cytosolic Ca(2+) (oscillations). OPN also enhanced osteoclast survival. The intracellular Ca(2+) chelator 1,2-bis(O-aminophenoxy)ethane-N,N,N',N'-tetraacetic acid (BAPTA) suppressed Ca(2+) oscillations and inhibited increases in NFATc1 translocation and survival induced by OPN. Furthermore, a specific, cell-permeable peptide inhibitor of NFAT activation blocked the effects of OPN on NFATc1 translocation and osteoclast survival. This is the first demonstration that OPN activates NFATc1 and enhances osteoclast survival through a Ca(2+)-NFAT-dependent pathway. Increased NFATc1 activity and enhanced osteoclast survival may account for the stimulatory effects of OPN on osteoclast function in vivo.


Assuntos
Sinalização do Cálcio/efeitos dos fármacos , Cálcio/metabolismo , Núcleo Celular/metabolismo , Fatores de Transcrição NFATC/imunologia , Oligopeptídeos/farmacologia , Osteoclastos/metabolismo , Osteopontina/farmacologia , Transporte Ativo do Núcleo Celular/efeitos dos fármacos , Transporte Ativo do Núcleo Celular/fisiologia , Animais , Sinalização do Cálcio/fisiologia , Bovinos , Sobrevivência Celular/efeitos dos fármacos , Sobrevivência Celular/fisiologia , Células Cultivadas , Quelantes/farmacologia , Ácido Egtázico/análogos & derivados , Ácido Egtázico/farmacologia , Oligopeptídeos/metabolismo , Osteoclastos/citologia , Osteopontina/metabolismo , Coelhos , Ratos
19.
Basic Res Cardiol ; 107(2): 254, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-22351078

RESUMO

Tumor necrosis factor-α (TNF-α) is a major pro-inflammatory cytokine that causes cardiac dysfunction during sepsis. Na/K-ATPase regulates intracellular Ca(2+), which activates mammalian target of rapamycin (mTOR), a regulator of protein synthesis. The aim of this study was to investigate the role of Na/K-ATPase/mTOR signaling in myocardial TNF-α expression during endotoxemia. Results showed that treatment with LPS decreased Na/K-ATPase activity in the myocardium in vivo and in cultured neonatal cardiomyocytes. Inhibition of Na/K-ATPase by ouabain enhanced LPS-induced myocardial TNF-α protein production, but had no effect on TNF-α mRNA expression. More importantly, ouabain further decreased in vivo cardiac function in endotoxemic mice, which was blocked by etanercept, a TNF-α antagonist. LPS-induced reduction in Na/K-ATPase activity was prevented by inhibition of PI3K, Rac1 and NADPH oxidase using LY294002, a dominant-negative Rac1 adenovirus (Ad-Rac1N17) and apocynin, respectively. To assess the role of Rac1 in Ca(2+) handling, Ca(2+) transients in adult cardiomyocytes from cardiomyocyte-specific Rac1 knockout (Rac1(CKO)) and wild-type (WT) mice were determined. LPS increased intracellular Ca(2+) in WT but not in Rac1(CKO) cardiomyocytes. Furthermore, LPS rapidly increased mTOR phosphorylation in cardiomyocytes, which was blocked by Rac1N17 and an inhibitor of calmodulin-dependent protein kinases (CaMKs) KN93, but enhanced by ouabain. Rapamycin, an inhibitor of mTOR suppressed TNF-α protein levels without any significant effect on its mRNA expression or global protein synthesis. In conclusion, myocardial Na/K-ATPase activity is inhibited during endotoxemia via PI3K/Rac1/NADPH oxidase activation. Inhibition of Na/K-ATPase activates Ca(2+)/CaMK/mTOR signaling, which promotes myocardial TNF-α protein production and cardiac dysfunction during endotoxemia.


Assuntos
Sinalização do Cálcio , Endotoxemia/metabolismo , Miocárdio/metabolismo , ATPase Trocadora de Sódio-Potássio/metabolismo , Fator de Necrose Tumoral alfa/biossíntese , Animais , Western Blotting , Proteína Quinase Tipo 1 Dependente de Cálcio-Calmodulina , Ativação Enzimática/fisiologia , Ensaio de Imunoadsorção Enzimática , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Serina-Treonina Quinases TOR/metabolismo
20.
Nature ; 440(7084): 692-6, 2006 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-16572175

RESUMO

Bone metastases are a frequent complication of many cancers that result in severe disease burden and pain. Since the late nineteenth century, it has been thought that the microenvironment of the local host tissue actively participates in the propensity of certain cancers to metastasize to specific organs, and that bone provides an especially fertile 'soil'. In the case of breast cancers, the local chemokine milieu is now emerging as an explanation for why these tumours preferentially metastasize to certain organs. However, as the inhibition of chemokine receptors in vivo only partially blocks metastatic behaviour, other factors must exist that regulate the preferential metastasis of breast cancer cells. Here we show that the cytokine RANKL (receptor activator of NF-kappaB ligand) triggers migration of human epithelial cancer cells and melanoma cells that express the receptor RANK. RANK is expressed on cancer cell lines and breast cancer cells in patients. In a mouse model of melanoma metastasis, in vivo neutralization of RANKL by osteoprotegerin results in complete protection from paralysis and a marked reduction in tumour burden in bones but not in other organs. Our data show that local differentiation factors such as RANKL have an important role in cell migration and the tissue-specific metastatic behaviour of cancer cells.


Assuntos
Neoplasias Ósseas/metabolismo , Neoplasias Ósseas/secundário , Proteínas de Transporte/metabolismo , Movimento Celular , Glicoproteínas de Membrana/metabolismo , Metástase Neoplásica/patologia , Animais , Neoplasias Ósseas/patologia , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Proteínas de Transporte/genética , Morte Celular , Diferenciação Celular , Linhagem Celular Tumoral , Proliferação de Células , Células Epiteliais/patologia , Feminino , Humanos , Melanoma/metabolismo , Melanoma/patologia , Glicoproteínas de Membrana/genética , Camundongos , Especificidade de Órgãos , Paralisia , Ligante RANK , Receptor Ativador de Fator Nuclear kappa-B , Transdução de Sinais
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