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1.
Int J Mol Sci ; 24(17)2023 Aug 22.
Artigo em Inglês | MEDLINE | ID: mdl-37685875

RESUMO

Head and neck squamous cell carcinoma (HNSC) exhibits genetic heterogeneity in etiologies, tumor sites, and biological processes, which significantly impact therapeutic strategies and prognosis. While the influence of human papillomavirus on clinical outcomes is established, the molecular subtypes determining additional treatment options for HNSC remain unclear and inconsistent. This study aims to identify distinct HNSC molecular subtypes to enhance diagnosis and prognosis accuracy. In this study, we collected three HNSC microarrays (n = 306) from the Gene Expression Omnibus (GEO), and HNSC RNA-Seq data (n = 566) from The Cancer Genome Atlas (TCGA) to identify differentially expressed genes (DEGs) and validate our results. Two scoring methods, representative score (RS) and perturbative score (PS), were developed for DEGs to summarize their possible activation functions and influence in tumorigenesis. Based on the RS and PS scoring, we selected candidate genes to cluster TCGA samples for the identification of molecular subtypes in HNSC. We have identified 289 up-regulated DEGs and selected 88 genes (called HNSC88) using the RS and PS scoring methods. Based on HNSC88 and TCGA samples, we determined three HNSC subtypes, including one HPV-associated subtype, and two HPV-negative subtypes. One of the HPV-negative subtypes showed a relationship to smoking behavior, while the other exhibited high expression in tumor immune response. The Kaplan-Meier method was used to compare overall survival among the three subtypes. The HPV-associated subtype showed a better prognosis compared to the other two HPV-negative subtypes (log rank, p = 0.0092 and 0.0001; hazard ratio, 1.36 and 1.39). Additionally, within the HPV-negative group, the smoking-related subgroup exhibited worse prognosis compared to the subgroup with high expression in immune response (log rank, p = 0.039; hazard ratio, 1.53). The HNSC88 not only enables the identification of HPV-associated subtypes, but also proposes two potential HPV-negative subtypes with distinct prognoses and molecular signatures. This study provides valuable strategies for summarizing the roles and influences of genes in tumorigenesis for identifying molecular signatures and subtypes of HNSC.


Assuntos
Neoplasias de Cabeça e Pescoço , Infecções por Papillomavirus , Humanos , Infecções por Papillomavirus/complicações , Infecções por Papillomavirus/genética , Neoplasias de Cabeça e Pescoço/diagnóstico , Neoplasias de Cabeça e Pescoço/genética , Carcinoma de Células Escamosas de Cabeça e Pescoço/genética , Carcinogênese , Transformação Celular Neoplásica , Papillomavirus Humano
2.
Sci Rep ; 11(1): 20691, 2021 10 19.
Artigo em Inglês | MEDLINE | ID: mdl-34667236

RESUMO

Many studies have proven the power of gene expression profile in cancer identification, however, the explosive growth of genomics data increasing needs of tools for cancer diagnosis and prognosis in high accuracy and short times. Here, we collected 6136 human samples from 11 cancer types, and integrated their gene expression profiles and protein-protein interaction (PPI) network to generate 2D images with spectral clustering method. To predict normal samples and 11 cancer tumor types, the images of these 6136 human cancer network were separated into training and validation dataset to develop convolutional neural network (CNN). Our model showed 97.4% and 95.4% accuracies in identification of normal versus tumors and 11 cancer types, respectively. We also provided the results that tumors located in neighboring tissues or in the same cell types, would induce machine make error classification due to the similar gene expression profiles. Furthermore, we observed some patients may exhibit better prognosis if their tumors often misjudged into normal samples. As far as we know, we are the first to generate thousands of cancer networks to predict and classify multiple cancer types with CNN architecture. We believe that our model not only can be applied to cancer diagnosis and prognosis, but also promote the discovery of multiple cancer biomarkers.


Assuntos
Neoplasias/genética , Mapas de Interação de Proteínas/genética , Transcriptoma/genética , Algoritmos , Biomarcadores Tumorais/genética , Análise por Conglomerados , Genômica/métodos , Humanos , Aprendizado de Máquina , Neoplasias/patologia , Redes Neurais de Computação , Prognóstico
3.
Sci Rep ; 11(1): 10147, 2021 05 12.
Artigo em Inglês | MEDLINE | ID: mdl-33980940

RESUMO

Laryngoscopes are widely used in the clinical diagnosis of laryngeal lesions, but such diagnosis relies heavily on the physician's subjective experience. The purpose of this study was to develop a computer-aided diagnostic system for the detection of laryngeal lesions based on objective criteria. This study used the distinct features of the image contour to find the clearest image in the laryngoscopic video. First to reduce the illumination problem caused by the laryngoscope lens, which could not fix the position of the light source, this study proposed image compensation to provide the image with a consistent brightness range for better performance. Second, we also proposed a method to automatically screen clear images from laryngoscopic film. Third, we used ACM to segment automatically them based on structural features of the pharynx and larynx, using hue and geometric analysis in the vocal cords and other zones. Finally, the support vector machine was used to classify laryngeal lesions based on a decision tree. This study evaluated the performance of the proposed system by assessing the laryngeal images of 284 patients. The accuracy of the detection for vocal cord polyps, cysts, leukoplakia, tumors, and healthy vocal cords were 93.15%, 95.16%, 100%, 96.42%, and 100%, respectively. The cross-validation accuracy for the five classes were 93.1%, 94.95%, 99.4%, 96.01% and 100%, respectively, and the average test accuracy for the laryngeal lesions was 93.33%. Our results showed that it was feasible to take the hue and geometric features of the larynx as signs to identify laryngeal lesions and that they could effectively assist physicians in diagnosing laryngeal lesions.


Assuntos
Laringoscopia/métodos , Laringe/diagnóstico por imagem , Laringe/patologia , Gerenciamento Clínico , Humanos , Interpretação de Imagem Assistida por Computador , Gravação em Vídeo , Prega Vocal/patologia
4.
Eur Arch Otorhinolaryngol ; 277(1): 217-220, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31541297

RESUMO

INTRODUCTION: Although free tissue transfer is thought the best option for head and neck reconstruction, the pectoralis major myocutaneous flap (PMMCF) remains an important alternative method. The aim of this study was to assess the use of the PMMCF with the prevertebral fascia to close a pharyngeal defect. MATERIALS AND METHODS: This was a retrospective study of 30 patients who underwent circumferential pharyngeal defect reconstruction with a U-shaped PMMCF from 2009 to 2018. The flap was primarily used to reconstruct defects after tumor extirpation. RESULTS: One patient (3.3%) died of an acute myocardial infarction within 24 h of the operation. Six cases (20.0%) developed a pharyngocutaneous fistula; one of them required debridement, while the others spontaneously healed with conservative treatment. Seven cases (23.3%) developed tracheal stomal stenosis. Twenty-four (80.0%) of these cases could eat a regular diet, while the other five cases needed tube feeding. CONCLUSION: In patients with late-stage laryngopharyngeal cancer, reconstructing circumferential pharyngeal defects with the U-shaped PMMCF is an expedient alternative to free tissue transfer.


Assuntos
Neoplasias Laríngeas/cirurgia , Retalho Miocutâneo , Músculos Peitorais/transplante , Neoplasias Faríngeas/cirurgia , Faringe/cirurgia , Procedimentos de Cirurgia Plástica/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Humanos , Laringectomia/efeitos adversos , Masculino , Pessoa de Meia-Idade , Faringectomia/efeitos adversos , Procedimentos de Cirurgia Plástica/efeitos adversos , Estudos Retrospectivos , Ferimentos e Lesões/etiologia , Ferimentos e Lesões/cirurgia
10.
Lasers Med Sci ; 32(9): 2097-2104, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28975430

RESUMO

For chronic rhinitis that is refractory to medical therapy, surgical intervention such as endoscopic vidian neurectomy (VN) can be used to control the intractable symptoms. Lasers can contribute to minimizing the invasiveness of ENT surgery. The aim of this retrospective study is to compare in patients who underwent diode laser-assisted versus traditional VN in terms of operative time, surgical field, quality of life, and postoperative complications. All patients had refractory rhinitis with a poor treatment response to a 6-month trial of corticosteroid nasal sprays and underwent endoscopic VN between November 2006 and September 2015. They were non-randomly allocated into either a cold instrument group or a diode laser-assisted group. Vidian nerve was excised with a 940-nm continuous wave diode laser through a 600-µm silica optical fiber, utilizing a contact mode with the power set at 5 W. A visual analog scale (VAS) was used to grade the severity of the rhinitis symptoms for quality of life assessment before the surgery and 6 months after. Of the 118 patients enrolled in the study, 75 patients underwent cold instrument VN and 43 patients underwent diode laser-assisted VN. Patients in the laser-assisted group had a significantly lower surgical field score and a lower postoperative bleeding rate than those in the cold instrument group. Changes in the VAS were significant in preoperative and postoperative nasal symptoms in each group. The application of diode lasers for vidian nerve transection showed a better surgical field and a lower incidence of postoperative hemorrhage. Recent advancements in laser application and endoscopic technique has made VN safer and more effective. We recommend this surgical approach as a reliable and effective treatment for patients with refractory rhinitis.


Assuntos
Denervação/métodos , Endoscopia , Gânglio Geniculado/cirurgia , Lasers Semicondutores , Rinite/radioterapia , Rinite/cirurgia , Seio Esfenoidal/cirurgia , Adolescente , Adulto , Demografia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Escala Visual Analógica
11.
PeerJ ; 5: e3606, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28948094

RESUMO

The vascular anatomy of submental flaps (SFs) represents a determining factor in successful SF raising. However, little attention has been focused on the venous return of SFs. Thus, the present study aimed to investigate SF venous return. This study enrolled patients who underwent SF reconstructive surgery in a tertiary referral center between November 2009 and October 2016. The drainage pathway of the SF venous return was routinely identified during the course of our operations to prevent damage during head and neck surgery. The venous return data of 70 patients were reviewed. The size of the flaps ranged from 15 to 84 cm2, and total flap loss was not observed in the case series. All of the submental arteries originated from the facial artery; however, the submental veins of 70 patients returned to either the internal jugular vein (IJV, 72.9%) or the external jugular vein (EJV, 27.1%). Our data suggest that drainage of the submental vein into the EJV, which has been previously overlooked, should receive greater attention during SF surgeries. The results support mandatory preservation of the EJV and IJV and indicate that vascular anatomy is a determining factor for successful SF raising.

12.
Sci Rep ; 7(1): 2201, 2017 05 19.
Artigo em Inglês | MEDLINE | ID: mdl-28526828

RESUMO

Hearing loss is a global public health problem with a high prevalence, significantly impairing communication and leading to a decrease in the quality of life. The association between moderate alcohol consumption (MAC) and hearing impairment has been addressed in several studies with inconsistent results. The intent of our study is to clarify the correlation between MAC and the hearing threshold and further investigate the interplay between MAC and the hearing threshold categorized by gender. The study included 4,075 participants aged 20-69 years from the 1999-2004 data of National Health and Nutrition Examination Survey (NHANES). The associations among MAC, gender differences, and high-frequency and low-frequency hearing thresholds were analyzed. We found that current female drinkers with MAC tended to have lower hearing thresholds. There is a significant protective effect of MAC on hearing threshold shifts in the US adult population, especially in females. Our research was the first study to further indicate that there is a gender difference in the association between MAC and hearing impairment. In accordance with our results, if people drink, they should consume moderate rather than higher amounts, especially in women, which may result in a reduced risk of hearing loss.


Assuntos
Consumo de Bebidas Alcoólicas/epidemiologia , Limiar Auditivo , Audição , Adulto , Idoso , Consumo de Bebidas Alcoólicas/efeitos adversos , Biomarcadores , Estudos Transversais , Feminino , Perda Auditiva/epidemiologia , Perda Auditiva/etiologia , Humanos , Masculino , Pessoa de Meia-Idade , Inquéritos e Questionários , Adulto Jovem
13.
Eur Arch Otorhinolaryngol ; 274(3): 1471-1475, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-27815631

RESUMO

Endoscopic septoplasty has become the favored approach for the treatment of a deviated septum. Careful septal dissection results in less bleeding, clear endoscopic view, shortened operative time, and fewer postoperative complications. We describe our 5-year experience of using an 8 French Frazier suction tube for submucosal dissection compared with the traditional septoplasty. A total of 434 patients who underwent septoplasty were recruited. The patients in the study were divided into two Groups 1 and 2 based on the employed surgical techniques to treat deviated nasal septum: traditional septoplasty (Group 1: 105 patients) and suction-tube-assisted endoscopic septoplasty (Group 2: 329 patients). All the patients were followed up for a minimum of 6 months. No statistically significant differences could be traced between the groups in any demographic factor, regarding the gender, age, and the intraoperative and postoperative complications. A significantly shorter operative time was found in Group 2 (P < 0.001). The overall incidence of minor complications was 6.6% in Group 1 and 4.6% in Group 2. The suction-tube-assisted dissection technique is found to be a surgical alternative, effective with a significantly shorter operating time, and economical option in septal surgery.


Assuntos
Dissecação/instrumentação , Endoscopia , Mucosa Nasal/cirurgia , Septo Nasal/cirurgia , Sucção/instrumentação , Adulto , Dissecação/métodos , Feminino , Humanos , Masculino , Duração da Cirurgia , Complicações Pós-Operatórias , Estudos Retrospectivos , Rinoplastia/métodos
14.
J Am Osteopath Assoc ; 116(7): 491, 2016 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-27367960
17.
Lasers Surg Med ; 47(3): 239-42, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25810080

RESUMO

BACKGROUND AND OBJECTIVE: During endoscopic sinus surgery (ESS), intra-operative bleeding can significantly compromise visualization of the surgical field. The diode laser that provides good hemostatic and vaporization effects and excellent photocoagulation has been successfully applied in endoscopic surgery with several advantages. The current retrospective study demonstrates the feasibility of diode laser-combined endoscopic sinus surgery on sphenoidotomy. STUDY DESIGN/MATERIALS AND METHODS: The patients who went through endoscopic transphenoidal pituitary surgery were enrolled. During the operation, the quality of the surgical field was assessed and graded by the operating surgeon using the scale proposed by Boezaart. RESULTS: The mean operation time was 37.80 ± 10.90 minutes. The mean score on the quality of surgical field was 1.95. A positive correlation between the lower surgical field quality score and the shorter surgical time was found with statistical significance (P < 0.0001). No infections, hemorrhages, or other complications occurred intra- or post-operatively. CONCLUSION: The diode laser-assisted sphenoidotomy is a reliable and safe approach of pituitary gland surgery with minimal invasiveness. It is found that application of diode laser significantly improved quality of surgical field and shortened operation time.


Assuntos
Adenoma/cirurgia , Endoscopia , Terapia a Laser/métodos , Lasers Semicondutores/uso terapêutico , Neoplasias Hipofisárias/cirurgia , Seio Esfenoidal/cirurgia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Adulto Jovem
18.
Eur Arch Otorhinolaryngol ; 272(12): 3815-9, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25542248

RESUMO

Head and neck surgeries often accompany with moderate-sized defects that require time-consuming reconstructions by free flaps. The submental flap is a versatile and time-effective option for reconstruction of orofacial defects providing acceptable cosmetic and functional results without requiring microsurgical techniques. A retrospective case series study of patients who underwent reconstruction with the submental flap between 2009 and 2013 was conducted. There were 36 patients (33 men and 3 women), with a mean age of 56.4 years, enrolled in this study. The primary lesion sites included oral cavity (24 patients), pharynx (8 patients), larynx (2 patients), neck (1 patient) as well as maxillary sinus (1 patient). All flaps were harvested as the myocutaneous flaps. All donor sites were closed primarily without the need of additional surgery. No complete loss of the flap was encountered and two cases developed marginal necrosis of the flap. The submental flap had a reliable pedicle and had minimal donor-site morbidity. It is an excellent flap option for patients with small- to medium-sized defects in head and neck region.


Assuntos
Neoplasias de Cabeça e Pescoço/cirurgia , Retalho Miocutâneo , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Esvaziamento Cervical , Procedimentos de Cirurgia Plástica , Estudos Retrospectivos
19.
Ear Nose Throat J ; 93(10-11): E43, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-25397390

RESUMO

Management of middle ear osteoma can be complicated when the round window is obliterated. Therefore, the patient should be informed about what to expect prior to surgery.


Assuntos
Neoplasias da Orelha/cirurgia , Orelha Média/cirurgia , Osteoma/cirurgia , Adolescente , Neoplasias da Orelha/patologia , Orelha Média/patologia , Feminino , Perda Auditiva Condutiva/etiologia , Humanos , Osteoma/patologia , Complicações Pós-Operatórias , Janela da Cóclea/patologia
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