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PURPOSE: Age-matched average 3D models facilitate both surgical planning and intraoperative guidance of cranial birth defects such as craniosynostosis. We aimed to develop an algorithm that accepts any number of CT scans as input and generates highly accurate, average models with minimal user input that are ready for 3D printing and clinical use. METHODS: Using a compiled database of 'normal' pediatric computed tomography (CT) scans, we report Normscan, an open-source platform built in Python that allows users to generate normative models of CT scans through user-defined landmarks. We use the basion, nasion, and left and right porions as anatomical landmarks for initial correspondence and then register the models using the iterative closest points algorithm before downstream averaging. RESULTS: Normscan is fast and easy to use via our user interface and also creates highly accurate average models of any number of input models. Additionally, it is highly repeatable, with coefficients of variance for the surface area and volume of the average model being less than 3% across ten independent trials. Average models can then be 3D printed and/or visualized in augmented reality. CONCLUSIONS: Normscan provides an end-to-end pipeline for the creation of average models of skulls. These models can be used for the generation of databases of specific demographic anatomical models as well as for intraoperative guidance and surgical planning. While Normscan was designed for craniosynostosis repair, due to the modular nature of the algorithm, Normscan has many applications in other areas of surgical planning and research.
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OBJECTIVE: Fronto-orbital advancement involves removal of the fronto-orbital bandeau. Visualization of the saw blade is lost as it passes through the fronto-orbital-sphenoid junction (FOSJ), placing the temporal lobe at risk of injury. We aim to provide a 3D analysis of the space surrounding this osteotomy to differentiate various types of craniosynostoses. DESIGN: Retrospective cohort. SETTING: Institutional. PATIENTS: Thirty patients with isolated unicoronal synostosis, nonsyndromic bicoronal synostosis, metopic synostosis, Apert syndrome, Crouzon syndrome, and Muenke syndrome. INTERVENTIONS: CT scans conducted between 2 months to 2 years of age were 3D reconstructed to compare craniometrics against normal controls. MAIN OUTCOME MEASURE(S): Craniometrics. RESULTS: The mean bone thickness of the FOSJ at the level of the supraorbital rim was significantly small for the Apert, unicoronal and bicoronal groups. The mean vertical height of the middle cranial fossa from the lesser sphenoid wing was significantly greater in the unicoronal group. The mean vertical height of the tip of the temporal lobe from the lateral sphenoid ridge was greater in the unicoronal, isolated bicoronal, and Apert groups. The mean corneal protrusion beyond the lateral orbital rim was significantly greater in the Apert and unicoronal groups. The mean horizontal depth of the orbit was smallest in the Apert group. The mean vertical distance between the dacryon and the foramen cecum, and the mean volume of temporal lobe beneath the sphenoid shelf were the largest in the Apert group. CONCLUSIONS: Patients with Apert syndrome have the most unfavorable morphology of the anterior and middle cranial fossae.
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Preoperative surgical planning incorporating computer-aided design and manufacturing is increasingly being utilized today within the fields of craniomaxillofacial, orthopedic, and neurosurgery. Application of these techniques for craniosynostosis reconstruction can include patient-specific anatomic reference models, "normal" reference models or patient-specific cutting/marking guides based on the presurgical plan. The major challenge remains the lack of tangible means to transfer the preoperative plan to the operating table. We propose a simple solution to utilize a digitally designed, 3D-printed "composite model" as a structural template for cranial vault reconstruction. The composite model is generated by merging the abnormal patient cranial anatomy with the "dural surface topography" of an age-matched, sex-matched, and ethnicity-matched normative skull model. We illustrate the applicability of this approach in 2 divergent cases: 22-month-old African American male with sagittal synostosis and 5-month-old White male with metopic synostosis. The aim of this technical report is to describe our application of this computer-aided design and modeling workflow for the creation of practical 3D-printed skulls that can serve as intraoperative frameworks for the correction of craniosynostosis. With success in our first 2 cases, we believe this approach of a composite model is another step in reducing our reliance on subjective guesswork, and the fundamental aspect of the workflow has a wider application within the field of craniofacial surgery for both clinical patient care and education.
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Craneosinostosis , Procedimientos de Cirugía Plástica , Humanos , Masculino , Lactante , Imagenología Tridimensional/métodos , Craneosinostosis/diagnóstico por imagen , Craneosinostosis/cirugía , Cráneo/cirugía , Diseño Asistido por Computadora , Modelos AnatómicosRESUMEN
BACKGROUND: Perineal reconstruction following salvage APR's for squamous cell carcinoma of the anus (SCCA) are scant with conflicting results from large and single center studies. We analyzed these techniques taking into account sociodemographic and oncologic variables. METHODS: This is a retrospective cohort study from 2016-2019 using a targeted ACS/NSQIP database stratified into primary closure (PC), abdominal myocutaneous (AM), lower extremity (LE), and omental pedicled (OP) flaps. We analyzed major and wound complications through univariate and multivariate regression analysis. RESULTS: A total of 766 patients were analyzed, 512 (67%) had PC, 196 (25%) AM, 36 (5%) OP and 22 (3%) LE. Rates of chemotherapy and radiation within 90 days were similar between the groups. Having 2 or more additional organs resected was more common for the AM group (AM 4.1%, PC 1.6%, OP 3.3%, LE 0%). Overall, major complication rate was 41% (n = 324). Primary closure had 35.0%, OP 47.2%, AM 52.6%, and LE 45.5%. Wound complication rate was highest in AM with 11.7%, followed by OP 8.3%, PC 5.9%, and LE 0%. The multivariate regression analysis demonstrated none of the closure techniques to be associated with increasing or decreasing the probability of having a major or wound complication. Morbidity probability was the sole predictor of major complication (OR 1.07, 95% CI 1.04-1.1). CONCLUSIONS: Myocutaneous and omental flaps are associated with comparable wound and major complications when taking into account the baseline, oncologic and perioperative variables that drive the clinical decision making when selecting a perineal reconstruction.
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Neoplasias del Ano , Carcinoma de Células Escamosas , Colgajo Miocutáneo , Proctectomía , Neoplasias del Recto , Humanos , Complicaciones Posoperatorias/etiología , Canal Anal , Estudios Retrospectivos , Neoplasias del Ano/cirugía , Neoplasias del Ano/complicaciones , Proctectomía/efectos adversos , Carcinoma de Células Escamosas/cirugía , Perineo/cirugía , Neoplasias del Recto/cirugíaRESUMEN
BACKGROUND: Primary rhinoplasty during correction of unilateral cleft lip continues to be a topic of debate because of concerns that early nasal intervention may affect nasal and maxillary development over the long term. This study aims to determine the volume and quality of evidence for and against primary unilateral cleft rhinoplasty. METHODS: A systematic review was performed adhering to Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Articles were pulled from PubMed and EMBASE and screened by title and abstract. Studies with human participants undergoing rhinoplasty at the time of unilateral cleft lip repair and some evaluation of the nasal outcome were included. Studies with a large proportion of syndromic patients, case reports, editorials, letters, reviews, studies exclusive to bilateral clefts, and studies not available in English were excluded. Those that met criteria were then systematically reviewed. RESULTS: Twenty-five articles were included. Ten articles that assessed the results of primary rhinoplasty subjectively all supported cleft lip repair with primary rhinoplasty. Sixteen articles assessed the results of primary rhinoplasty objectively, with 15 supporting primary rhinoplasty during cleft lip repair. Eight of nine studies that evaluated nasal growth and development over time found no restriction in nasal development. Five studies with a follow-up period of at least 6 years found that the percentage of patients who avoided revision rhinoplasty ranged from 43% to 100%. There were significant risks of bias in the majority of studies. CONCLUSION: The majority of studies reviewed support that primary rhinoplasty during unilateral cleft lip repair results in good outcomes with limited or no effect on nasal growth.
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Labio Leporino , Rinoplastia , Humanos , Rinoplastia/métodos , Labio Leporino/cirugía , Nariz/cirugía , Reoperación , Maxilar/cirugía , Resultado del TratamientoRESUMEN
Perineal defects following abdominoperineal resections (APRs) for rectal cancer may require myocutaneous or omental flaps depending upon anatomic, clinical and oncologic variables. However, studies comparing their efficacy have shown contradictory results. We aim to compare postoperative complication rates of APR closure techniques in rectal cancer using propensity score-matching. The American College of Surgeons Proctectomy Targeted Data File was queried from 2016 to 2019. The study population was defined using CPT and ICD-10 codes for patients with rectal cancer undergoing APR, stratified by repair technique. Perioperative demographic and oncologic variables were controlled for by propensity-score matching. Multivariate logistic regression analysis was performed for wound and major complications (MCs). Of the 3291 patients included in the study, 85% underwent primary closure (PC), 8.3% rectus abdominis myocutaneous (RAM) flap, 4.9% pedicled omental flap with PC, and 1.9% lower extremity (LE) flap repair. Primary closure rates were significantly higher for patients with stage T1 and T2 tumors (p < 0.001). RAM and LE flaps were most used with multi-organ resections, 24% and 25%, respectively (p < 0.001). Similarly, cases with T4 tumors used these flaps more frequently, 30% and 40%, respectively (p < 0.001). After propensity score matching for comorbidities and oncologic variables, there was no significant difference in 30-day postoperative wound or MC rates between perineal closure techniques. The complication rates of the different closure techniques are comparable when tumor stage is considered. Therefore, tumor staging and concurrent procedures should guide clinical decision making regarding the appropriate use of each technique.
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Colgajo Miocutáneo , Proctectomía , Neoplasias del Recto , Humanos , Puntaje de Propensión , Neoplasias del Recto/cirugía , Neoplasias del Recto/complicaciones , Complicaciones Posoperatorias/epidemiología , Técnicas de Cierre de Heridas , Proctectomía/efectos adversosRESUMEN
The objective of this study was to determine high value questions for early detection and prevention of head and neck cancer by querying content experts on patient risk factors relevant to local communities in Southeast Asia (i.e., Vietnam, Laos, China, and Singapore). The Delphi method was employed using three rounds of asynchronous surveying which included participants among five different collaborating medical centers. 60 total survey items were assessed for consensus defined by a priori measures on the relative level of value of these questions for use in head and neck cancer screening. 77% of items reached a consensus and no items were concluded to be of low value despite differences in conclusions regarding relative importance. Survey items focused on patient demographic information and physical examination were examined across variables such as expert department affiliation, academic designation, and years of experience and found to be without statistically significant differences. However, with consensus items related to social risk factors, it was determined that participants who had 15 or more years of experience or identified as otolaryngologists rated these items at a relatively lower value than their peers with less experience (p < 0.0001, p = 0.0017) or outside the field of otolaryngology (p = 0.0101). This study explicitly identifies patient variables to consider in head and neck cancer screening that have not previously been comprehensively or methodically assessed in current literature. Increasing awareness of these risk factors may benefit the design and implementation of future head and neck cancer early detection and prevention programs in Southeast Asia and beyond as well as positively impact head and neck cancer outcomes.
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BACKGROUND: The fibula flap is the workhorse for mandibular reconstruction, but fibula bone width is not ideal to match mandibular height. In this study, in situ widening of the fibula with distraction osteogenesis before transfer is evaluated as a solution. The authors present a proof of concept of this technique with a patient series, including one patient who has undergone subsequent orthognathic surgery of the reconstructed mandible. METHODS: A retrospective review of patients undergoing the authors' technique was performed. A longitudinal fibula osteotomy was made in situ and distraction was performed in the leg to widen the fibula. After distraction and consolidation periods, flaps were osteotomized and transferred to the mandible. RESULTS: This technique was applied to three patients (ages 9, 11, and 13 years) with Pruzansky III mandibular hypoplasia at the authors' institution over 15 years. In all cases, bony union was achieved. Mean surgical follow-up was 5 years. No significant morbidity occurred at the donor sites. Partial flap resorption was observed a number of years postoperatively in one patient. Temporomandibular joint ankylosis developed in one patient after closed treatment of an unrelated mandible fracture. A sinus tract developed in one patient, requiring débridement of a partial flap necrosis. One patient had orthognathic surgery, including osteotomy of the fibula. CONCLUSIONS: In situ fibula distraction osteogenesis is a novel technique to prelaminate a fibula flap before transfer to the mandible. This method allows for the reconstruction of challenging mandibular defects without compromising bone height, pedicle length, or the ability to perform orthognathic surgery. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, IV.
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Reconstrucción Mandibular , Osteogénesis por Distracción , Procedimientos de Cirugía Plástica , Humanos , Peroné/cirugía , Osteogénesis por Distracción/métodos , Colgajos Quirúrgicos/cirugía , Mandíbula/cirugía , Mandíbula/anomalías , Estudios Retrospectivos , Trasplante Óseo/métodos , Procedimientos de Cirugía Plástica/métodosAsunto(s)
Carcinoma Adenoide Quístico/patología , Neoplasias de la Próstata/patología , Anciano de 80 o más Años , Carcinoma Adenoide Quístico/diagnóstico por imagen , Cistoscopía , Humanos , Biopsia Guiada por Imagen , Imagen por Resonancia Magnética , Masculino , Tomografía de Emisión de Positrones , Neoplasias de la Próstata/diagnóstico por imagen , Tomografía Computarizada por Rayos XRESUMEN
Healthcare-associated infections (HAIs) caused by multi-drug-resistant Gram-negative bacteria (MDRGNB) have increased prevalence in intensive care units (ICUs). A common strategy to prevent HAIs is bathing patients with chlorhexidine gluconate (CHG). However, the effectiveness of CHG bathing against multidrug-resistant Acinetobacter baumannii (MDRAB) is still controversial. The aim of this study was to perform a systematic review and meta-analysis of the effectiveness of CHG bathing on Acinetobacter baumannii colonization and infection in the ICU setting. A systematic literature search of PubMed, EMBASE, Web of Science and CINAHL was performed from inception through to June 2018. Randomized controlled trials (RCTs), pre-post studies, or interrupted time series (ITS) studies were included. The numbers of patients with/without colonization or infection of A. baumannii in the experimental or control groups were extracted from each study. Quality assessment was performed by the related instruments of National Institute of Health. Pooled risk ratios (RRs) were calculated using the random-effects model. One RCT and 12 pre-post or ITS studies comprising 18,217 patients were included, of which 8069 were in the CHG bathing arm and 9051 in the control arm. CHG bathing was associated with a reduced colonization of A. baumannii (RR, 0.66; 95% confidence interval: 0.57-0.77; P<0.001). Chlorhexidine at 4% showed a better effect than 2% chlorhexidine (meta-regression P=0.044). CHG bathing was associated with a non-significant reduction of infection (pooled RR 0.41, 95% CI: 0.13-1.25). This study suggests that CHG bathing significantly reduces colonization of A. baumannii in the ICU setting. However, more trials are needed to confirm whether CHG bathing can reduce infections with A. baumannii.
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Infecciones por Acinetobacter/prevención & control , Acinetobacter baumannii/aislamiento & purificación , Baños/métodos , Portador Sano/prevención & control , Clorhexidina/administración & dosificación , Desinfectantes/administración & dosificación , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Unidades de Cuidados Intensivos , Masculino , Persona de Mediana Edad , Resultado del TratamientoRESUMEN
Intraoperative photography has the potential to raise costs and introduce possible contamination but is essential for documentation in plastic surgery. The authors evaluate their use of a waterproof camera immersed in povidone-iodine for taking intraoperative photographs in an efficient manner. A waterproof camera is immersed in povidone-iodine during surgery and photographs are taken as needed by the operating surgeon or assistant without a change of gloves. A retrospective chart review was performed, evaluating serious infections and the number of photographs taken per procedure in the years before and after the camera was used. Bacterial cultures were taken of three areas of the camera on 10 consecutive operating days and evaluated for growth. The number of serious infections did not change after the camera protocol was implemented. The mean number of photographs taken per case increased significantly with the use of this camera. All cultures of the camera were negative. The use of a waterproof camera immersed in povidone-iodine allows efficient and improved intraoperative photographic documentation by the surgeon. It does not appear to increase the risk of infection or introduce contamination.
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Antiinfecciosos Locales , Infección Hospitalaria/epidemiología , Fotograbar/instrumentación , Procedimientos de Cirugía Plástica/efectos adversos , Complicaciones Posoperatorias/epidemiología , Infección Hospitalaria/etiología , Infección Hospitalaria/prevención & control , Desinfección/métodos , Contaminación de Equipos/prevención & control , Humanos , Periodo Intraoperatorio , Fotograbar/métodos , Complicaciones Posoperatorias/etiología , Complicaciones Posoperatorias/prevención & control , Povidona Yodada , Procedimientos de Cirugía Plástica/métodos , Estudios RetrospectivosRESUMEN
A correction to this article has been published and is linked from the HTML and PDF versions of this paper. The error has been fixed in the paper.
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Efficient and timely diagnosis of head and neck squamous cell carcinoma (HNSCC) is a critical challenge, particularly in low and middle income countries. These regions, which are expected to witness a drastic increase in HNSCC rates, are ill-prepared to handle the diagnostic burden due to limited resources, especially the low ratio of pathologists per population, resulting in delayed diagnosis and treatment. Here, we demonstrate the potential of an alternative diagnostic method as a low-cost, resource-efficient alternative to histopathological analysis. Our novel technology employs unique surface-enhanced Raman scattering (SERS) "nanorattles" targeting cytokeratin nucleic acid biomarkers specific for HNSCC. In this first study using SERS diagnostics for head and neck cancers, we tested the diagnostic accuracy of our assay using patient tissue samples. In a blinded trial, our technique demonstrated a sensitivity of 100% and specificity of 89%, supporting its use as a useful alternative to histopathological diagnosis. The implications of our method are vast and significant in the setting of global health. Our method can provide a rapid diagnosis, allowing for earlier treatment before the onset of distant metastases. In comparison to histopathology, which can take several months in remote limited-resources regions, our method provides a diagnosis within a few hours.
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Bioensayo/métodos , Neoplasias de Cabeza y Cuello/diagnóstico , Nanotecnología/métodos , Fotones , Humanos , Sensibilidad y Especificidad , Espectrometría RamanRESUMEN
INTRODUCTION: Whereas free tissue transfer has evolved to minimize morbidity in adults, less is known about outcomes after free flaps in children. This study sought to assess short- and long-term outcomes after microvascular reconstruction in the pediatric population. METHODS: Short- and long-term outcomes of free tissue transfer were assessed using chart-review and quality-of-life surveys. The Pediatric Outcomes Data Collection Instrument was used to evaluate overall health, pain, and ability to participate in normal daily and more vigorous activities. Patient or parent responses were compared against normative data. RESULTS: Forty-two patients underwent 48 flap reconstructions at a mean age of 8 years. Median follow-up was 14.9 years. Indications included congenital nevi (n = 19, 42%), lymphatic/vascular malformations (n = 8, 19%), and trauma/burns (n = 6, 14%). There were 21 fasciocutaneous (44%), 19 muscle/myocutaneous (40%), 6 fascial/peritoneal (13%), and 2 osteocutaneous flaps (4%). Major flap complications were observed in 4 patients (9%), whereas major donor-site complications occurred in 2% (1 patient). Valid contact information was available for 25 patients; 16 of these completed surveys (64%). Pediatric Outcomes Data Collection Instrument scores for mobility (median, 52), sports/physical functioning (median, 56), happiness (median, 50), and pain/comfort (median, 56) were not significantly different from normative population score of 50. Similarly, median global functioning score was 99 (maximum, 100) and did not differ between flap types. DISCUSSION: Free tissue transfer in the pediatric population is reliable and well-tolerated over time. Surgeons should not hesitate to use free flaps when clinically indicated for pediatric patients.
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Colgajos Tisulares Libres/trasplante , Evaluación de Resultado en la Atención de Salud , Actividades Cotidianas , Trasplante Óseo , Niño , Femenino , Supervivencia de Injerto , Humanos , Masculino , Calidad de Vida , Trasplante de PielRESUMEN
We present magnetic susceptibility, heat capacity, and neutron diffraction measurements of polycrystalline Nd2Ru2O7 down to 0.4 K. Three anomalies in the magnetic susceptibility measurements at 146, 21 and 1.8 K are associated with an antiferromagnetic ordering of the Ru4+ moments, a weak ferromagnetic signal attributed to a canting of the Ru4+ and Nd3+ moments, and a long-range-ordering of the Nd3+ moments, respectively. The long-range order of the Nd3+ moments was observed in all the measurements, indicating that the ground state of the compound is not a spin glass. The magnetic entropy of Rln2 accumulated up to 5 K, suggests the Nd3+ has a doublet ground state. Lattice distortions accompany the transitions, as revealed by neutron diffraction measurements, and in agreement with earlier synchrotron x-ray studies. The magnetic moment of the Nd3+ ion at 0.4 K is estimated to be 1.54(2)µ B and the magnetic structure is all-in all-out as determined by our neutron diffraction measurements.
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Room temperature ferromagnetism has been observed in the Cu doped ZnO films deposited under an oxygen partial pressure of 10-3 and 10-5 torr on Pt (200 nm)/Ti (45 nm)/Si (001) substrates using pulsed laser deposition. Due to the deposition at relatively high temperature (873 K), Cu and Ti atoms diffuse to the surface and interface, which significantly affects the magnetic properties. Depth sensitive polarized neutron reflectometry method provides the details of the composition and magnetization profiles and shows that an accumulation of Cu on the surface leads to an increase in the magnetization near the surface. Our results reveal that the presence of the copper at Zn sites induces ferromagnetism at room temperature, confirming intrinsic ferromagnetism.
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The effects of microplastic concentrations (10itemsl-1 and 1000itemsl-1) on the physiological responses of Atactodea striata (clearance rate, absorption efficiency, respiration rate) were investigated. The fates of ingested microplastics and the efficiency of depuration in removing ingested microplastics were also studied. A. striata ingested microplastics and the clearance rate was reduced at high concentration of microplastics. Since the respiration rate and absorption efficiency remained unchanged in exposed A. striata, reduction in the clearance rate would reduce the energy intake. Ingestion and retention of microplastics in the body were further limited by the production of pseudofaeces and faeces, and depuration in clean water, resulting in a very small amount of microplastics stored in the body of the clam.
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Bivalvos/efectos de los fármacos , Ingestión de Energía/efectos de los fármacos , Conducta Alimentaria/efectos de los fármacos , Plásticos/metabolismo , Contaminantes Químicos del Agua/metabolismo , Animales , Respiración de la Célula , Heces/química , Plásticos/análisis , Plásticos/toxicidad , Alimentos Marinos , Contaminantes Químicos del Agua/análisis , Contaminantes Químicos del Agua/toxicidadRESUMEN
A rise in head and neck cancers in low and middle countries over recent years has prompted the need for low-cost, resource-efficient diagnostic technologies. Standard diagnosis with histopathology is often not feasible due to the low number of trained pathologists in these regions, resulting in delayed diagnosis and treatment. This study presents an alternative diagnostic method to standard histopathology. We developed a surface enhanced raman scattering (SERS) based method to distinguish squamous cell carcinoma from other cell lines. Using a "sandwich" method employing ultrabright SERA nanorattles and magnetic beads, we directly targeted specific nucleic acid markers of squamous cells. Our method was able to detect the presence of squamous cells with high sensitivity and specificity, supporting its potential for use as a diagnostic tool in head and neck fine needle aspirations (FNA).
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Introduction: The superficial inferior epigastric artery flap offers ample volume for reconstruction, an inconspicuous scar, and no functional donor site deficit. This report details its use for volume replacement after parotidectomy. Methods: We report a 27-year-old woman with recurrent acinic cell carcinoma, requiring left total parotidectomy and partial mastoidectomy. In anticipation of significant contour deficit and postoperative radiation, reconstruction with a superficial inferior epigastric artery adipose-free flap was performed. Results: Resection and reconstruction were carried out with no complications. The postoperative course was uneventful, with recovery of facial nerve function and an aesthetic, symmetrical outcome. The donor site scar is completely hidden by underwear. Conclusion: The superficial inferior epigastric artery flap represents an underused option in head and neck reconstruction. It offers similar benefits to that of the parascapular flap but with the advantages of a 2-team approach and a less conspicuous donor scar.
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Although mitochondrial DNA has been implicated in diseases such as cancer, its role remains to be defined. Using three models of tumorigenesis, namely glioblastoma multiforme, multiple myeloma and osteosarcoma, we show that mitochondrial DNA plays defining roles at early and late tumour progression. Specifically, tumour cells partially or completely depleted of mitochondrial DNA either restored their mitochondrial DNA content or actively recruited mitochondrial DNA, which affected the rate of tumorigenesis. Nevertheless, non-depleted tumour cells modulated mitochondrial DNA copy number at early and late progression in a mitochondrial DNA genotype-specific manner. In glioblastoma multiforme and osteosarcoma, this was coupled with loss and gain of mitochondrial DNA variants. Changes in mitochondrial DNA genotype affected tumour morphology and gene expression patterns at early and late progression. Importantly, this identified a subset of genes that are essential to early progression. Consequently, mitochondrial DNA and commonly expressed early tumour-specific genes provide novel targets against tumorigenesis.