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1.
Neural Netw ; 176: 106342, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38692188

RESUMEN

Reinforcement Learning (RL) is a significant machine learning subfield that emphasizes learning actions based on environment to obtain optimal behavior policy. RL agents can make decisions at variable time scales in the form of temporal abstractions, also known as options. The issue of discovering options has seen a considerable research effort. Most notably, the Interest Option Critic (IOC) algorithm first extends the initial set to the interest function, providing a method for learning options specialized to certain state space regions. This approach offers a specific attention mechanism for action selection. Unfortunately, this method still suffers from the classic issues of poor data efficiency and lack of flexibility in RL when learning options end-to-end through backpropagation. This paper proposes a new approach called Salience Interest Option Critic (SIOC), which chooses subsets of existing initiation sets for RL. Specifically, these subsets are not learned by backpropagation, which is slow and tends to overfit, but through particle filters. This approach enables the rapid and flexible identification of critical subsets using only reward feedback. We conducted experiments in discrete and continuous domains, and our proposed method demonstrate higher efficiency and flexibility than other methods. The generated options are more valuable within a single task and exhibited greater interpretability and reusability in multi-task learning scenarios.


Asunto(s)
Algoritmos , Aprendizaje Automático , Redes Neurales de la Computación , Refuerzo en Psicología , Humanos , Recompensa , Toma de Decisiones/fisiología , Factores de Tiempo
2.
Acta Neuropathol Commun ; 12(1): 15, 2024 01 22.
Artículo en Inglés | MEDLINE | ID: mdl-38254244

RESUMEN

Brain metastases occur in 1% of sarcoma cases and are associated with a median overall survival of 6 months. We report a rare case of a brain metastasis with unique radiologic and histopathologic features in a patient with low grade fibromyxoid sarcoma (LGFMS) previously treated with immune checkpoint inhibitor (ICI) therapy. The lone metastasis progressed in the midbrain tegmentum over 15 months as a non-enhancing, T2-hyperintense lesion with peripheral diffusion restriction, mimicking a demyelinating lesion. Histopathology of the lesion at autopsy revealed a rich infiltrate of tumor-associated macrophages (TAMs) with highest density at the leading edge of the metastasis, whereas there was a paucity of lymphocytes, suggestive of an immunologically cold environment. Given the important immunosuppressive and tumor-promoting functions of TAMs in gliomas and carcinoma/melanoma brain metastases, this unusual case provides an interesting example of a dense TAM infiltrate in a much rarer sarcoma brain metastasis.


Asunto(s)
Neoplasias Encefálicas , Glioma , Sarcoma , Humanos , Macrófagos Asociados a Tumores , Encéfalo , Microambiente Tumoral
3.
J Plast Reconstr Aesthet Surg ; 86: 288-299, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-37797377

RESUMEN

BACKGROUND: Free functional muscle transfer is a reconstructive strategy for the reconstruction of lost muscle units in the lower extremity after oncologic resection, trauma, compartment syndrome, or severe nerve injuries. Under appropriate circumstances, free functional muscle transfer may be the only suitable reconstructive option. This article reviews the underlying principles of free functional muscle transfer, its application to lower extremity reconstruction, appropriate patient selection, and surgical techniques. METHODS: The underlying principles of free functional muscle transfer, its application to lower extremity reconstruction, appropriate patient selection, and surgical techniques are presented. Commonly used donor muscles appropriate for each type of functional defect are discussed. A review of recent publications on free functional muscle transfer in the lower extremity was also performed. RESULTS: Good functional recovery with a Medical Research Council grade of up to 4/5 and full range of motion can be attained with free functional muscle transfer. Clinical outcomes and specific parameters for published case series in lower extremity free functional muscle transfer are presented and an illustrative case. CONCLUSION: Free functional muscle transfer is a suitable treatment for the appropriate patient to restore essential functions and potentially regain ambulation. However, additional published clinical outcomes are needed and represent a major area for further investigation.


Asunto(s)
Colgajos Tisulares Libres , Procedimientos de Cirugía Plástica , Humanos , Extremidad Inferior/cirugía , Músculos , Colgajos Tisulares Libres/cirugía , Resultado del Tratamiento
4.
Clin Lung Cancer ; 24(3): 209-217, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36797152

RESUMEN

Liquid biopsy (LB) is clinically utilized to detect minute amounts of genetic material or protein shed by cancer cells, most commonly cell free DNA (cfDNA), as a noninvasive precision oncology tool to assess genomic alterations to guide cancer therapy or to detect the persistence of tumor cells after therapy. LB is also being developed as a multi-cancer screening assay. The use of LB holds great promise as a tool to detect lung cancer early. Although lung cancer screening (LCS) with low-dose computed tomography (LDCT) substantially reduces lung cancer mortality in high-risk individuals, the ability of current LCS guidelines to reduce the public health burden of advanced lung cancer through early detection has been limited. LB may be an important tool to improve early lung cancer detection among all populations at risk for lung cancer. In this systematic review, we summarize the test characteristics, including sensitivity and specificity of individual tests, as they pertain to the detection of lung cancer.  We also address critical questions in the use of liquid biopsy for early detection of lung cancer including: 1. How might liquid biopsy be used to detect lung cancer early; 2. How accurate is liquid biopsy in detecting lung cancer early; and 3. Does liquid biopsy perform as well in never and light-smokers compared with current and former smokers.


Asunto(s)
Ácidos Nucleicos Libres de Células , Neoplasias Pulmonares , Humanos , Neoplasias Pulmonares/patología , Detección Precoz del Cáncer/métodos , Medicina de Precisión/métodos , Biopsia Líquida/métodos , Ácidos Nucleicos Libres de Células/genética
5.
Neural Netw ; 161: 254-266, 2023 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-36774864

RESUMEN

Matrix factorization has always been an encouraging field, which attempts to extract discriminative features from high-dimensional data. However, it suffers from negative generalization ability and high computational complexity when handling large-scale data. In this paper, we propose a learnable deep matrix factorization via the projected gradient descent method, which learns multi-layer low-rank factors from scalable metric distances and flexible regularizers. Accordingly, solving a constrained matrix factorization problem is equivalently transformed into training a neural network with an appropriate activation function induced from the projection onto a feasible set. Distinct from other neural networks, the proposed method activates the connected weights not just the hidden layers. As a result, it is proved that the proposed method can learn several existing well-known matrix factorizations, including singular value decomposition, convex, nonnegative and semi-nonnegative matrix factorizations. Finally, comprehensive experiments demonstrate the superiority of the proposed method against other state-of-the-arts.


Asunto(s)
Algoritmos , Redes Neurales de la Computación , Aprendizaje , Generalización Psicológica , Predicción
6.
J Neurol ; 270(3): 1713-1720, 2023 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-36520241

RESUMEN

BACKGROUND: Ocular motor and vestibular manifestations of Wernicke's thiamine deficiency (WTD) are frequent and heterogeneous. Previous neuropathological and neuroimaging findings identified brainstem and cerebellar lesions responsible for these findings, however, peripheral vestibular lesions are probably uncommon in human WTD, though noted on an avian thiamine deficient study. MATERIAL: Single case study of a WTD patient post-gastric bypass who developed ataxia, oscillopsia and nystagmus, with low serum thiamine, and increased MRI T2 signal in the thalami, but normal brainstem and cerebellum. Vestibular evaluation showed significant vestibular hyporreflexia affecting all six canals, and a chronic upbeat nystagmus, now for 14 months after WTD onset. METHODS: Serial clinical, video head impulse, nystagmus analysis, cervical and ocular vestibular evoked responses. She is undergoing treatment with Memantine, Clonazepam and vestibular rehabilitation, and feels improvement. CONCLUSION: This report shows a novel combination of central and peripheral vestibular findings, of relevance for diagnosis and treatment, in addition to the development of a coherent hypothesis on the ocular motor and vestibular findings in WTD.


Asunto(s)
Beriberi , Nistagmo Patológico , Deficiencia de Tiamina , Femenino , Humanos , Reflejo Anormal , Nistagmo Patológico/diagnóstico por imagen , Nistagmo Patológico/etiología , Nistagmo Patológico/tratamiento farmacológico , Deficiencia de Tiamina/complicaciones , Deficiencia de Tiamina/diagnóstico , Movimientos Oculares , Tiamina/uso terapéutico , Reflejo Vestibuloocular
7.
Endocrine ; 79(1): 161-170, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36227510

RESUMEN

PURPOSE: Cushing Syndrome (CS) is a rare endocrine disorder associated with physical and mental symptoms that can drastically affect quality of life (QoL). This study characterizes QoL in patients with CS, describes their treatment experiences, and identifies patient subsets associated with decreased QoL or shared impressions of treatment. METHODS: A 136-question survey addressing QoL factors and treatment experiences was completed by adult patients with CS from the Cushing Support and Research Foundation. Patient demographics, tumor characteristics, and treatment information were collected. Bivariate analyses were conducted to determine if patients' symptoms or treatment experiences were significantly associated with demographics or other variables. RESULTS: A total of 178 patients, predominantly female (94%) with mean age 53 years, completed the survey. Anxiety and/or depression (n = 163, 94%), loss of physical strength (n = 164, 93%), loneliness (n = 156, 90%), fatigue from treatment (n = 142, 89%), memory loss (n = 153, 88%), insomnia (n = 144, 83%), and pain (n = 141, 83%) were symptoms most commonly experienced by respondents. Patients experiencing delay of diagnosis >10 years were more likely to have suicidal thoughts (p = 0.002). Younger patients were more likely to express concerns about hair loss (p = 0.007), loneliness (p = 0.025), pain (p = 0.004), or the impact of CS on their marriage (p = 0.039) or children (p = 0.024). CONCLUSION: This survey demonstrates CS impacts patients across many dimensions, emphasizing the need for holistic support. We identified patient subsets in which QoL may be improved with additional patient resources or provider attention.


Asunto(s)
Síndrome de Cushing , Adulto , Niño , Humanos , Femenino , Persona de Mediana Edad , Masculino , Síndrome de Cushing/terapia , Calidad de Vida , Satisfacción del Paciente , Dolor , Medición de Resultados Informados por el Paciente , Satisfacción Personal
8.
Am J Cancer Res ; 12(11): 5029-5048, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36504895

RESUMEN

Uterine endometrial cancer (EC) incidence and deaths are on the rise. Hormone therapy, a traditional treatment regimen for this disease, uses progesterone and its synthetic analogue, progestin, to induce cell differentiation, apoptosis, and inhibition of invasion. This therapy is highly effective for progesterone receptor (PR) positive tumors in the short term. However, responsiveness decreases over time due to loss of PR expression; acquired resistance leads to treatment failure and poor prognosis. Primary resistance occurs in advanced, PR-negative tumors. Regardless, progestin therapy can be effective if the PR downregulation mechanism is reversed and if functional PR expression is restored. Using histone deacetylase inhibitors (HDACi), we inhibited cell proliferation in three EC cell lines and restored functional PR expression at the mRNA and protein levels. Two HDACi were tested using an endometrial xenograft tumor model: entinostat, an oral drug, and romidepsin, an IV drug. In vitro and in vivo studies support that entinostat decreased EC tumor growth, induced differentiation, and increased expression of the PR-targeted gene, PAEP. These findings supported the approval of a new NIH NCTN clinical trial, NRG-GY011, which concluded that dual treatment of MPA and entinostat, decreased expression of the proliferation marker, Ki67, but did not increase PR expression relative to single treatment with MPA in this short-term study. Therefore, a more potent HDACi, romidepsin, was investigated. Romidepsin treatment inhibited tumor growth and enhanced progestin treatment efficacy. More importantly, PR, PAEP, and KIAA1324 expressions were upregulated. Using a chromatin immunoprecipitation assay, we verified that HDACi can reverse PR downregulation mechanisms in mice models. Other potential drug efficacy markers, such as CD52, DLK1, GALNT9, and GNG2, were identified by transcriptome analysis and verified by q-PCR. Many of the upregulated drug efficacy markers predict favorable patient outcomes, while downregulated genes predict worse survival. Here, our current data suggests that romidepsin is a more potent HDACi that has the potential to achieve more robust upregulation of PR expression and may be a more promising candidate for future clinical trials.

9.
Brain ; 145(6): 2077-2091, 2022 06 30.
Artículo en Inglés | MEDLINE | ID: mdl-35640906

RESUMEN

PRKN mutations are the most common recessive cause of Parkinson's disease and are a promising target for gene and cell replacement therapies. Identification of biallelic PRKN patients at the population scale, however, remains a challenge, as roughly half are copy number variants and many single nucleotide polymorphisms are of unclear significance. Additionally, the true prevalence and disease risk associated with heterozygous PRKN mutations is unclear, as a comprehensive assessment of PRKN mutations has not been performed at a population scale. To address these challenges, we evaluated PRKN mutations in two cohorts with near complete genotyping of both single nucleotide polymorphisms and copy number variants: the NIH-PD + AMP-PD cohort, the largest Parkinson's disease case-control cohort with whole genome sequencing data from 4094 participants, and the UK Biobank, the largest cohort study with whole exome sequencing and genotyping array data from 200 606 participants. Using the NIH-PD participants, who were genotyped using whole genome sequencing, genotyping array, and multi-plex ligation-dependent probe amplification, we validated genotyping array for the detection of copy number variants. Additionally, in the NIH-PD cohort, functional assays of patient fibroblasts resolved variants of unclear significance in biallelic carriers and suggested that cryptic loss of function variants in monoallelic carriers are not a substantial confounder for association studies. In the UK Biobank, we identified 2692 PRKN copy number variants from genotyping array data from nearly half a million participants (the largest collection to date). Deletions or duplications involving exon 2 accounted for roughly half of all copy number variants and the vast majority (88%) involved exons 2, 3, or 4. In the UK Biobank, we found a pathogenic PRKN mutation in 1.8% of participants and two mutations in ∼1/7800 participants. Those with one PRKN pathogenic variant were as likely as non-carriers to have Parkinson's disease [odds ratio = 0.91 (0.58-1.38), P-value 0.76] or a parent with Parkinson's disease [odds ratio = 1.12 (0.94-1.31), P-value = 0.19]. Similarly, those in the NIH-PD + AMP + PD cohort with one PRKN pathogenic variant were as likely as non-carriers to have Parkinson's disease [odds ratio = 1.29 (0.74-2.38), P-value = 0.43]. Together our results demonstrate that heterozygous pathogenic PRKN mutations are common in the population but do not increase the risk of Parkinson's disease.


Asunto(s)
Enfermedad de Parkinson , Ubiquitina-Proteína Ligasas , Humanos , Estudios de Cohortes , Mutación/genética , Enfermedad de Parkinson/epidemiología , Enfermedad de Parkinson/genética , Ubiquitina-Proteína Ligasas/genética , Ubiquitina-Proteína Ligasas/metabolismo
10.
Plast Reconstr Surg Glob Open ; 10(4): e4274, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35475280

RESUMEN

The reconstruction of distal extremity wounds poses a unique surgical challenge. In free tissue transfer, a thin, pliable skin flap is the ideal. Obese patients have a paucity of thin skin donor sites. Herein we report the discovery of a free SHRIMP flap (Superthin Harvest of a Reliable Islanded Medial Pannus flap) based on the SIEA vessels, harvested from a thick abdominal pannus at the time of cosmetic abdominoplasty. A 61-year-old woman with a chronic wound of the right Achilles tendon was evaluated for reconstruction after failing conservative measures. At the time of consultation, the patient expressed interest in abdominoplasty. Therefore, a skin flap from the abdomen or rectus abdominis muscle flap in the context of an abdominoplasty was offered. Despite obesity affecting the pannus, the superficial inferior epigastric vessels were found to course superficially beneath the dermis at time of abdominoplasty. This allowed straightforward harvest of a superthin flap of skin and minimal subcutaneous fat, which contoured to the ankle with an aesthetically pleasing outcome. The patient was satisfied with the results of her abdominoplasty and coverage of her chronic wound. The SHRIMP flap provides a straightforward, axial pattern, superthin free skin flap based on the superficial inferior epigastric vessels, and represents a useful option in obese patients. The flap can be combined with abdominoplasty for an aesthetic donor site.

11.
Int J Mol Sci ; 23(6)2022 Mar 16.
Artículo en Inglés | MEDLINE | ID: mdl-35328625

RESUMEN

Advanced prostate cancer (PCa) patients with bone metastases are treated with androgen pathway directed therapy (APDT). However, this treatment invariably fails and the cancer becomes castration resistant. To elucidate resistance mechanisms and to provide a more predictive pre-clinical research platform reflecting tumor heterogeneity, we established organoids from a patient-derived xenograft (PDX) model of bone metastatic prostate cancer, PCSD1. APDT-resistant PDX-derived organoids (PDOs) emerged when cultured without androgen or with the anti-androgen, enzalutamide. Transcriptomics revealed up-regulation of neurogenic and steroidogenic genes and down-regulation of DNA repair, cell cycle, circadian pathways and the severe acute respiratory syndrome (SARS)-CoV-2 host viral entry factors, ACE2 and TMPRSS2. Time course analysis of the cell cycle in live cells revealed that enzalutamide induced a gradual transition into a reversible dormant state as shown here for the first time at the single cell level in the context of multi-cellular, 3D living organoids using the Fucci2BL fluorescent live cell cycle tracker system. We show here a new mechanism of castration resistance in which enzalutamide induced dormancy and novel basal-luminal-like cells in bone metastatic prostate cancer organoids. These PDX organoids can be used to develop therapies targeting dormant APDT-resistant cells and host factors required for SARS-CoV-2 viral entry.


Asunto(s)
Neoplasias Óseas/genética , Perfilación de la Expresión Génica/métodos , Regulación Neoplásica de la Expresión Génica/genética , Organoides/metabolismo , Neoplasias de la Próstata Resistentes a la Castración/genética , Andrógenos/farmacología , Enzima Convertidora de Angiotensina 2/genética , Enzima Convertidora de Angiotensina 2/metabolismo , Animales , Benzamidas/farmacología , Neoplasias Óseas/metabolismo , Neoplasias Óseas/secundario , COVID-19/genética , COVID-19/metabolismo , COVID-19/virología , Resistencia a Antineoplásicos/efectos de los fármacos , Resistencia a Antineoplásicos/genética , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Humanos , Masculino , Ratones , Nitrilos/farmacología , Feniltiohidantoína/farmacología , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/metabolismo , Neoplasias de la Próstata/patología , Neoplasias de la Próstata Resistentes a la Castración/metabolismo , Neoplasias de la Próstata Resistentes a la Castración/patología , Receptores Virales/genética , Receptores Virales/metabolismo , SARS-CoV-2/metabolismo , SARS-CoV-2/fisiología , Serina Endopeptidasas/genética , Serina Endopeptidasas/metabolismo , Trasplante Heterólogo , Internalización del Virus
12.
Mov Disord ; 36(10): 2346-2357, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34076298

RESUMEN

BACKGROUND: Cytoplasmic inclusions of α-synuclein (α-syn) in brainstem neurons are characteristic of idiopathic Parkinson's disease (PD). PD also entails α-syn buildup in sympathetic nerves. Among genetic forms of PD, the relative extents of sympathetic intraneuronal accumulation of α-syn have not been reported. OBJECTIVE: This cross-sectional observational study compared magnitudes of intraneuronal deposition of α-syn in common and rare genetic forms of PD. METHODS: α-Syn deposition was quantified by the α-syn-tyrosine hydroxylase colocalization index in C2 cervical skin biopsies from 65 subjects. These included 30 subjects with pathogenic mutations in SNCA (n = 3), PRKN [biallelic (n = 7) and monoallelic (n = 3)], LRRK2 (n = 7), GBA (n = 7), or PARK7/DJ1 [biallelic (n = 1) and monoallelic (n = 2)]. Twenty-five of the mutation carriers had PD and five did not. Data were also analyzed from 19 patients with idiopathic PD and 16 control participants. RESULTS: α-Syn deposition varied as a function of genotype (F = 16.7, P < 0.0001). It was above the control range in 100% of subjects with SNCA mutations, 100% with LRRK2 mutations, 95% with idiopathic PD, 83% with GBA mutations, and 0% with biallelic PRKN mutations. α-Syn deposition in the biallelic PRKN group was significantly higher than in the control group. In addition, patients with biallelic PRKN mutations had higher α-syn deposition than their unaffected siblings. CONCLUSIONS: Individuals with SNCA, DJ-1, LRRK2, or GBA mutations have substantial intraneuronal α-syn deposition in sympathetic noradrenergic nerves in skin biopsies, whereas those with biallelic PRKN mutations do not. Biallelic PRKN patients may have mildly increased α-syn deposition compared with control subjects. © 2021 International Parkinson and Movement Disorder Society.


Asunto(s)
Enfermedad de Parkinson , Estudios Transversales , Humanos , Mutación/genética , Fibras Nerviosas , Enfermedad de Parkinson/genética , alfa-Sinucleína/genética
13.
Artículo en Inglés | MEDLINE | ID: mdl-35253016

RESUMEN

Neurosurgical operations are long and intensive medical procedures, during which the surgeon must constantly have an unobscured view of the brain in order to be able to properly operate, and thus must use a variety of tools to clear obstructions (like blood and fluid) from the operating area. Currently, cotton balls are the most versatile and effective option to accomplish this as they absorb fluids, are soft enough to safely manipulate the brain, act as a barrier between other tools and the brain, and function as a spacer to keep anatomies of the brain open and visible during the operation. While cotton balls allow neurosurgeons to effectively improve visibility of the operating area, they may also be accidentally left in the brain upon completion of the surgery. This can lead to a wide range of post-operative risks including dangerous immune responses, additional medical care or surgical operations, and even death. This project seeks to develop a unique medical device that utilizes ultrasound technology in order to minimize cotton retention after neurosurgical procedures in order to reduce undesired post-operative risks, and maximize visibility.

14.
Artículo en Inglés | MEDLINE | ID: mdl-35350430

RESUMEN

Cotton balls are used in neurosurgical procedures to assist with hemostasis and improve vision within the operative field. Although the surgeon can reshape pieces of cotton for multiple intraoperative uses, this customizability and scale also places them at perpetual risk of being lost, as blood-soaked cotton balls are visually similar to raw brain tissue. Retained surgical cotton can induce potentially life-threatening immunologic responses, impair postoperative imaging, lead to a textiloma or misdiagnosis, and/or require reoperation. This study investigated three imaging modalities (optical, acoustic, and radiographic) to find the most effective method of identifying foreign bodies during neurosurgery. First, we examined the use of dyes to increase contrast between cotton and surrounding parenchyma (optical approach). Second, we explored the ability to distinguish surgical cotton on or below the tissue surface from brain parenchyma using ultrasound imaging (acoustic approach). Lastly, we analyzed the ability of radiography to differentiate between brain parenchyma and cotton. Our preliminary testing demonstrated that dark-colored cotton is significantly more identifiable than white cotton on the surface level. Additional testing revealed that cotton has noticeable different acoustic characteristics (eg, speed of sound, absorption) from neural tissue, allowing for enhanced contrast in applied ultrasound imaging. Radiography, however, did not present sufficient contrast, demanding further examination. These solutions have the potential to significantly reduce the possibility of intraoperative cotton retention both on and below the surface of the brain, while still providing surgeons with traditional cotton material properties without affecting the surgical workflow.

15.
Ann Plast Surg ; 82(5S Suppl 4): S285-S288, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-30882412

RESUMEN

PURPOSE: For many types of surgical cases, there is an increase in length with the participation of a resident physician. The lost operative time productivity is not necessarily mitigated in any fashion other than to benefit the experience of the trainee. Moreover, increasing pressures to maximize productivity, coupled with diminishing reimbursements serve to disincentive resident involvement. The aim of this study was to examine the opportunity cost in the academic setting for intraoperative resident participation during specific hand surgery cases. METHODS: Retrospective analysis was performed on the American College of Surgeons National Surgical Quality Improvement Project (NSQIP) database from 2006 to 2015. Cases were identified by Current Procedural Terminology code to isolate distal radius fracture repairs, carpal tunnel releases, scaphoid fractures repairs, and metacarpal fracture repairs. Variables collected included operation time, presence or absence of resident physician, and postgraduate year level. Statistical analysis was performed using the statistical computing software R 3.4.2 (R Foundation for Statistical Computing, Vienna, Austria). Cost analysis was performed to quantify the effect of operative times in terms of relative value units (RVUs) lost. RESULTS: A total of 3727 cases were identified. Of those, 1264 cases were performed with a resident present. Residents participated in cases with higher total RVU (14.91 vs 13.16, P < 0.001). There was a statistically significant increase of 24.3 minutes (P < 0.001) in the mean operation time with a resident present as compared with those without. Moreover, RVU per hour in resident cases was significantly lower by 2.97 RVU per hour or 21% (P < 0.001). Using the late 2018 Medicare physician conversion factor of US $33.9996, the opportunity cost to attending physicians is US $159.20 per case. CONCLUSIONS: Resident participation in surgical cases is paramount to the education of future trainees, particularly in the era of trainee duty hour reform. Because residents are participating in higher total RVU cases, this selection bias may be playing a role in explaining our result. Nonetheless, resident involvement for certain procedures comes at an opportunity cost to faculty surgeons. How to balance the cost to train residents in the emerging value-based health systems will prove to be challenging but requires consideration.


Asunto(s)
Costos y Análisis de Costo , Mano/cirugía , Internado y Residencia , Cuerpo Médico de Hospitales/economía , Procedimientos de Cirugía Plástica/economía , Procedimientos de Cirugía Plástica/educación , Cirugía Plástica/educación , Adolescente , Adulto , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Adulto Joven
16.
Ann Plast Surg ; 83(2): 206-210, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-30300225

RESUMEN

BACKGROUND: The landscape of surgical and medical management and patient choices for breast cancer treatment changes as breast reconstruction and oncoplastic approaches improve and diversify. Increased access to breast reconstruction, in addition to patient education, influences the breast cancer patient. Therefore, the examination of the possible impact of reconstructive surgery on all stages of the breast cancer management per se seemed timely. METHODS: Plastic surgery consults were arranged for 520 new patients diagnosed with breast cancer (2012-2016) including patients with noninvasive breast cancer but at high risk of further cancer development. To test the plastic surgery impact on patient choices regarding the management of the cancer, a subset of 90 patients was identified to test the plastic surgery impact on patient choices. These patients were referred to plastic surgery, following the first round of consultations by surgical and medical oncologists with only the preliminary oncological management plan defined. After a plastic surgery consultation, but prior to finalization of the overall oncological management plan, they were surveyed on the subject of modification of their personal choices and requests pertaining to their cancer management. RESULTS: In this subset of 90 patients 40 (44%) returned to their surgical or medical oncologist considering changes of the primary management plan after their plastic surgery consultation. Twenty-six (28%) ultimately altered their plan, and the following patient-driven changes were made: mastectomy as opposed to lumpectomy (18 patients [20%]), contralateral prophylactic mastectomy (11 patients [12%]), nipple/areola removal as opposed to nipple/areola sparing suggested by the oncologists (5 patients [6%]), oncoplastic breast reduction as part of lumpectomy (5 patients [6%]), and other modifications (3 patients [3%]). CONCLUSIONS: Decisions for altering the preliminary oncologic plan or choosing a specific alternative (eg, lumpectomy plus radiation vs mastectomy) resulted from patient education on (1) reconstructive options, (2) aesthetic pitfalls and results. and (3) their interfacing with the oncological outcomes. Ultimately, plastic surgeons influence the multispecialty breast cancer management and patient decision-making process. Therefore, oncological literacy for plastic surgeons is essential to provide state-of-the-art breast cancer care and avoidance of suboptimal patient decisions.


Asunto(s)
Neoplasias de la Mama/cirugía , Conducta de Elección , Mamoplastia/métodos , Educación del Paciente como Asunto , Prioridad del Paciente , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Persona de Mediana Edad
17.
Plast Reconstr Surg ; 142(6): 904e-908e, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30188473

RESUMEN

BACKGROUND: The limitations of the soft-tissue envelope, devascularized bone grafts, and relapse of the deformity are important considerations in the surgical treatment of unicoronal craniosynostosis. The authors report their technique evolution of distraction osteogenesis for treatment of patients with unicoronal craniosynostosis. METHODS: Open anterior cranial vault reconstruction combined with internal distraction was used, with the aid of virtual surgical planning. Technique evolution included maximizing bone flap perfusion by means of limited rotational flap osteotomies, and preservation of dural attachments. Clinical and procedural characteristics including distraction protocol, intracranial volume change, efficiency of distraction, transfusion, operative time, length of hospitalization, complications, and postoperative outcomes were analyzed. RESULTS: Sixteen patients with nonsyndromic unicoronal craniosynostosis underwent repair between August of 2013 and December of 2016. Mean age was 9.0 months. Distractors were advanced a mean of 27.1 mm and achieved a cranial volume change of 29.5 percent, with a mean efficiency of 1.3 percent increase per millimeter of distraction. Mean operating time was 169.3 minutes. Complications were predominately related to infections at the distractor site. At most recent follow-up, all patients had a Whitaker grade I result. CONCLUSIONS: Distraction osteogenesis can be a safe and effective method of achieving satisfactory aesthetic outcomes and volume expansion for patients with unicoronal craniosynostosis. The technique presented is proposed to maximize bone flap viability and limit relapse of deformity. Further long-term follow-up is needed for definitive comparison with traditional anterior cranial vault reconstruction. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, IV.


Asunto(s)
Craneosinostosis/cirugía , Osteogénesis por Distracción/métodos , Trasplante Óseo/métodos , Femenino , Hueso Frontal/cirugía , Humanos , Lactante , Masculino , Tempo Operativo , Estudios Retrospectivos , Colgajos Quirúrgicos , Resultado del Tratamiento
18.
Exp Neurol ; 309: 160-168, 2018 11.
Artículo en Inglés | MEDLINE | ID: mdl-30102916

RESUMEN

Severe early life stressors increase the probability of developing psychiatric disorders later in life through modifications in neuronal circuits controlling brain monoaminergic signaling. Our previous work demonstrated that 24 h maternal deprivation (MD) in male Sprague Dawley rats modifies dopamine (DA) signaling from the ventral tegmental area (VTA) through changes at GABAergic synapses that were reversible by in vitro histone deacetylase (HDAC) inhibition which led to restoration of the scaffold A-kinase anchoring protein (AKAP150) signaling and subsequently recovered GABAergic plasticity (Authement et al., 2015). Using a combination of in situ hybridization, Western blots and immunohistochemistry, we confirmed that MD-induced epigenetic modifications at the level of histone acetylation were associated with an upregulation of HDAC2. MD also increased Akap5 mRNA levels in the VTA. Western blot analysis of AKAP150 protein expression showed an increase in synaptic levels of AKAP150 protein in the VTA with an accompanying decrease in synaptic levels of protein kinase A (PKA). Moreover, the abundance of mature brain-derived neurotrophic factor (BDNF) protein of VTA tissues from MD rats was significantly lower than in control groups. In vivo systemic injection with a selective class I HDAC inhibitor (CI-994) was sufficient to reverse MD-induced histone hypoacetylation in the VTA for 24 h after the injection. Furthermore, HDAC inhibition normalized the levels of mBDNF and AKAP150 proteins at 24 h. Our data suggest that HDAC-mediated targeting of BDNF and AKAP-dependent local signaling within VTA could provide novel therapeutics for prevention of later-life psychopathology.


Asunto(s)
Proteínas de Anclaje a la Quinasa A/metabolismo , Factor Neurotrófico Derivado del Encéfalo/metabolismo , Regulación de la Expresión Génica/fisiología , Histonas/metabolismo , Privación Materna , Área Tegmental Ventral/metabolismo , Acetilación/efectos de los fármacos , Animales , Dopamina/metabolismo , Inhibidores Enzimáticos/farmacología , Histona Desacetilasa 2/genética , Histona Desacetilasa 2/metabolismo , Técnicas In Vitro , Masculino , ARN Mensajero/metabolismo , Ratas , Ratas Sprague-Dawley , Fracciones Subcelulares/efectos de los fármacos , Fracciones Subcelulares/metabolismo , Tirosina 3-Monooxigenasa/metabolismo , Área Tegmental Ventral/efectos de los fármacos
19.
Ann Plast Surg ; 80(5S Suppl 5): S251-S256, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29489545

RESUMEN

INTRODUCTION: Methods of reporting quantitative results for distraction osteogenesis (DO) of craniosynostosis have been inconsistent. Therefore, the efficacy of differing techniques and timing in regard to volume change is not well established, with no uniform metric for comparisons. Given that cranial vault remodeling with DO may be completed with different approaches, analysis was made to determine (1) the relative efficiency of different approaches in expanding intracranial volume (ICV) and (2) the impact of adjusting for ICV growth on measured DO efficiency. METHODS: Patients with craniosynostosis were treated with open cranial vault reconstruction combined with internal distraction. Preoperative and postoperative computed tomography scans were used to quantify ICV change. The metric was determined by dividing percent ICV change by total distraction length. The metric was used as a proxy for efficiency to compare posterior and anterior distraction between groups using the Mann-Whitney U test and within a subgroup of patients who underwent 2-stage distraction using the Wilcoxon matched-pairs signed rank test. RESULTS: Twenty patients underwent cranial vault remodeling with DO: 14 unicoronal, 3 bicoronal, 2 multisutural, and 1 lambdoid. Results are reported in medians. Distraction efficiency was 0.99%/mm for primary anterior, unilateral distraction for unicoronal patients (n = 13, aged 9.1 months) and 4.28%/mm for posterior distraction using multiple distractors (n = 4, aged 6.3 months). In terms of the metric, primary posterior distraction was significantly more efficient than primary anterior distraction (P = 0.007). Three patients who had undergone primary posterior distraction later underwent secondary anterior distraction. Again, posterior distraction was shown to be significantly more efficient (5.16 vs 0.62, P = 0.050). For the unicoronal patients who received anterior unilateral distraction, an adjusted metric was calculated to account for normal intracranial growth. This was found to be 0.39%/mm, which was significantly different from the unadjusted metric (P = 0.0001). CONCLUSIONS: Posterior distraction is more efficient for ICV expansion than anterior distraction, which may have implications for the choice of approach for craniosynostosis repair. In addition, this is the first report of a novel standardized metric for analyzing ICV change achieved by DO. This tool allows for adjusting the efficiency metric for expected ICV growth, which significantly impacts its value.


Asunto(s)
Encéfalo/patología , Encéfalo/cirugía , Cefalometría/métodos , Craneosinostosis/cirugía , Osteogénesis por Distracción/métodos , Cráneo/patología , Cráneo/cirugía , Encéfalo/diagnóstico por imagen , Terapia Combinada , Craneosinostosis/diagnóstico por imagen , Craneosinostosis/patología , Humanos , Lactante , Análisis por Apareamiento , Complicaciones Posoperatorias/diagnóstico por imagen , Cráneo/diagnóstico por imagen , Tomografía Computarizada por Rayos X , Resultado del Tratamiento
20.
Neurol Clin Pract ; 7(4): 283-295, 2017 08.
Artículo en Inglés | MEDLINE | ID: mdl-28840919

RESUMEN

BACKGROUND: Previous small-scale studies have demonstrated the feasibility of providing remote specialty care via virtual visits. We assessed the feasibility and benefits of a one-time consultation between a remote Parkinson Disease (PD) specialist and an individual with PD at home on a larger scale. METHODS: We conducted a multicenter noncontrolled cohort of virtual visits administered over videoconferencing between remote PD specialists and individuals with PD in their home. Specialists performed a patient history and a PD-specific physical examination and provided recommendations to patients and their local physicians. The primary outcome measures were feasibility, as measured by the proportion of visits completed as scheduled, and the 6-month change in quality of life, as measured by the Parkinson's Disease Questionnaire 39. Additional outcomes included satisfaction with visits and interest in future virtual visits. RESULTS: A total of 277 participants from 5 states enrolled, 258 participants completed virtual visits with 14 different physicians, and 91% of visits were completed as scheduled. No improvement in quality of life was observed at 6 months (0.4-point improvement; 95% confidence interval -1.5 to 0.6; p = 0.39). Overall satisfaction with virtual visits was high among physicians (94% satisfied or very satisfied) and patients (94% satisfied or very satisfied), and 74% of participants were interested in receiving future care via virtual visits. CONCLUSIONS: Providing specialty care remotely into the homes of individuals with PD is feasible, but a one-time visit did not improve quality of life. Satisfaction with the visits was high among physicians and patients, who were interested in receiving such care in the future. CLASSIFICATION OF EVIDENCE: This study provides Class IV evidence that for patients with PD, remote specialty care is feasible but does not improve quality of life. CLINICALTRIALSGOV IDENTIFIER: NCT02144220.

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