Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 15 de 15
Filtrar
1.
Otolaryngol Head Neck Surg ; 170(4): 1020-1031, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38219735

RESUMO

OBJECTIVE: This review sought to determine the characteristics of adults diagnosed with new onset laryngomalacia including airway symptoms, laryngoscopic findings, treatments, and outcomes. Moreover, we wanted to highlight suspected limitations in the literature. DATA SOURCES: Studies were identified through CINAHL, Cochrane Review, PubMed, and Scopus published between 1966 and 2023. REVIEW METHODS: The search was performed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-analysis Extension for Scoping Reviews checklist by 2 independent investigators. A meta-analysis of proportions and continuous measures was conducted. RESULTS: Of the 1121 abstracts identified, 33 articles pertaining to laryngomalacia in the adult population were included. The most common presenting symptoms were stridor at rest (78.3%, 65.1-88.3) and dyspnea with exertion (83.8%, 64.8-96.3). The most suspected etiology was exercise-induced (86.0%, 69.4-95.5), and the most common description of laryngomalacia on visualization was collapse of supraglottic structures during exercise (93.3%, 79.0-99.1). Nonsurgical options were attempted in 87.0% (54.0-99.1), which included oral appliances, respiratory retraining, breathing techniques, and working with a speech pathologist. Surgical options were ultimately performed in 84.2% (75.0-91.0). Complete resolution of symptoms following therapy was seen in 61.9% (48.0-74.6). CONCLUSION: Adult onset laryngomalacia is difficult to characterize. It typically presents in patients during exercise, with neurological injury, or idiopathically. Surgical management can lead to improvement or complete resolution of symptoms. The need for a universal nomenclature is highlighted in this review, as it is inconsistently classified.


Assuntos
Laringomalácia , Humanos , Laringomalácia/diagnóstico , Laringomalácia/complicações , Laringomalácia/cirurgia , Adulto , Laringoscopia , Sons Respiratórios/etiologia
2.
Curr Opin Otolaryngol Head Neck Surg ; 31(6): 343-349, 2023 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-37678344

RESUMO

PURPOSE OF REVIEW: This review article aims to discuss the clinical presentation and diagnosis of rumination syndrome and supragastric belching, as well as treatment options for both diseases. RECENT FINDINGS: Functional gastrointestinal disorders such as rumination syndrome and supragastric belching may be effectively treated using biofeedback. SUMMARY: A comprehensive approach that includes potential pharmacologic treatments, cognitive behavioral therapy and biofeedback should also be considered for optimal management of supragastric belching and rumination.


Assuntos
Refluxo Gastroesofágico , Síndrome da Ruminação , Humanos , Eructação/diagnóstico , Eructação/terapia , Refluxo Gastroesofágico/diagnóstico
4.
Endoscopy ; 54(4): 345-351, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-34198355

RESUMO

BACKGROUND: Treatment of Zenker's diverticulum has evolved from open surgery to endoscopic techniques, including flexible and rigid endoscopic septotomy, and more recently, peroral endoscopic myotomy (Z-POEM). This study compared the effectiveness of flexible and rigid endoscopic septotomy with that of Z-POEM. METHODS: Consecutive patients who underwent endoscopic septotomy (flexible/rigid) or Z-POEM for Zenker's diverticulum between 1/2016 and 9/2019 were included. Primary outcomes were clinical success (decrease in Dakkak and Bennett dysphagia score to ≤ 1), clinical failure, and clinical recurrence. Secondary outcomes included technical success and rate/severity of adverse events. RESULTS: 245 patients (110 females, mean age 72.63 years, standard deviation [SD] 12.37 years) from 12 centers were included. Z-POEM was the most common management modality (n = 119), followed by flexible (n = 86) and rigid (n = 40) endoscopic septotomy. Clinical success was 92.7 % for Z-POEM, 89.2 % for rigid septotomy, and 86.7 % for flexible septotomy (P = 0.26). Symptoms recurred in 24 patients (15 Z-POEM during a mean follow-up of 282.04 [SD 300.48] days, 6 flexible, 3 rigid [P = 0.47]). Adverse events occurred in 30.0 % rigid septotomy patients, 16.8 % Z-POEM patients, and 2.3 % flexible septotomy patients (P < 0.05). CONCLUSIONS: There was no difference in outcomes between the three treatment approaches for symptomatic Zenker's diverticulum. Rigid endoscopic septotomy was associated with the highest rate of complications, while flexible endoscopic septotomy appeared to be the safest. Recurrence following Z-POEM was similar to flexible and rigid endoscopic septotomy. Prospective studies with long-term follow-up are required.


Assuntos
Miotomia , Divertículo de Zenker , Idoso , Esofagoscopia/efeitos adversos , Feminino , Humanos , Masculino , Miotomia/efeitos adversos , Miotomia/métodos , Estudos Prospectivos , Estudos Retrospectivos , Resultado do Tratamento , Divertículo de Zenker/cirurgia
5.
Adv Comm Swallowing ; 24(1): 55-62, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-36447810

RESUMO

BACKGROUND: Post-operative dysphagia is one of the most common complications of anterior cervical spine surgery (ACSS). OBJECTIVE: Examine post-operative structural and physiologic swallowing changes in patients with dysphagia following ACSS as compared with healthy age and gender matched controls. METHODS: Videofluoroscopic swallow studies of adults with dysphagia after ACSS were retrospectively reviewed. Seventy-five patients were divided into early (≤2 months) and late (> 2 months) post-surgical groups. Modified Barium Swallow Impairment Profile (MBSImP), Penetration-Aspiration Scale (PAS) scores, and pharyngeal wall thickness (PWT) metrics were compared. RESULTS: Significant differences were identified for all parameters between the control and early post-operative group. MBSImP Pharyngeal Total (PT) scores were greater in the early group (Interquartile Range (IQR) = 9-14, median = 12) versus controls (4-7, 5, P < 0.001) and late group (0.75-7.25, 2, P < 0.001). The early group had significantly higher maximum PAS scores (IQR = 3-8, median = 7) than both the control group (1-2, 1, P < 0.001) and late post-operative group (1-1.25, 1, P < 0.001). PWT was significantly greater in the early (IQR = 11.12-17.33 mm, median = 14.32 mm) and late groups (5.31-13.01, 9.15 mm) than controls (3.81-5.41, 4.68 mm, P < 0.001). CONCLUSION: Dysphagic complaints can persist more than two months following ACSS, but often do not correlate with validated physiologic swallowing dysfunction on VFSS. Future studies should focus on applications of newer technology to elucidate relevant deficits.

6.
Curr Opin Otolaryngol Head Neck Surg ; 28(6): 371-375, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33027137

RESUMO

PURPOSE OF REVIEW: The modified barium swallow study (MBSS) is an X-ray examination of swallowing used to detect the presence and type impairment, aspiration risk, and to develop intervention plans. In this review, we will cover the use of ionizing radiation in MBSSs and review recent literature concerning radiation exposure and cancer risks to patients undergoing MBSSs. Lastly, we will discuss the clinical implications of these findings. RECENT FINDINGS: Recent literature confirms that the MBSS is a low-dose examination and that reducing pulse rate negatively impacts diagnostic accuracy. Importantly, cancer risks to adults undergoing MBSSs were also reported to be low. SUMMARY: An adult undergoing MBSS using a standardized, valid protocol, like the Modified Barium Swallow Impairment Profile (MBSImP), has low-radiation exposure and very low associated cancer risks. MBSSs should be used whenever relevant to adult patient care without undue concern regarding radiation exposure. Children also have low radiation exposure from MBSSs; however, cancer risks from that exposure remain unknown. Best practices in radiation safety must always be followed. Reducing pulse rates in the adult or pediatric population to reduce radiation exposure is not a valid strategy because of the resulting reduction in diagnostic accuracy.


Assuntos
Sulfato de Bário/administração & dosagem , Transtornos de Deglutição/diagnóstico por imagem , Fluoroscopia/métodos , Exposição à Radiação , Transtornos de Deglutição/fisiopatologia , Fluoroscopia/efeitos adversos , Humanos , Neoplasias Induzidas por Radiação/etiologia , Risco
7.
Head Neck ; 42(6): 1297-1302, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32329922

RESUMO

BACKGROUND: The COVID-19 pandemic has resulted in the implementation of rapidly changing protocols and guidelines related to the indications and perioperative precautions and protocols for tracheostomy. The purpose of this study was to evaluate current guidelines for tracheostomy during the COVID-19 pandemic to provide a framework for health systems to prepare as the science evolves over the upcoming months and years. METHODS: Literature review was performed. Articles reporting clinical practice guidelines for tracheostomy in the context of COVID-19 were included. RESULTS: A total of 13 tracheotomy guidelines were identified. Two were available via PubMed, five in society or organization websites, and six identified via health system websites or other sources. Five were from Otolaryngology-Head and Neck Surgery specialties, six from Anesthesiology and one from Pulmonary/Critical Care. All (100%) studies recommended postponing elective OR cases in COVID-19 positive patients, while seven recommended reducing team members to only essential staff and three recommended forming a designated tracheostomy team. Recommendations with supporting references are summarized in the article. CONCLUSIONS: Tracheostomy guidelines during the COVID-19 pandemic vary by physician groups and specialty, hospital systems, and supply-chain/resource availability. This summary is provided as a point-in-time current state of the guidelines for tracheotomy management in April 2020 and is expected to change in coming weeks and months as the COVID-19 pandemic, virus testing and antibody testing evolves.


Assuntos
Betacoronavirus , Infecções por Coronavirus/prevenção & controle , Infecções por Coronavirus/transmissão , Transmissão de Doença Infecciosa do Paciente para o Profissional/prevenção & controle , Pandemias/prevenção & controle , Pneumonia Viral/prevenção & controle , Pneumonia Viral/transmissão , Traqueostomia , COVID-19 , Protocolos Clínicos , Humanos , SARS-CoV-2
8.
Artigo em Inglês | MEDLINE | ID: mdl-31334490

RESUMO

OBJECTIVE: Determine current opioid prescribing patterns for adult procedures within an academic Otolaryngology-Head and Neck Surgery training program in order to establish a general guideline and more uniform approach to narcotic prescribing practices. METHODS: The is a prospective, single-center pilot study. An online, anonymous survey was sent to all members of the Otolaryngology-Head and Neck Surgery training program at Medical University of South Carolina including residents, fellows, and attending surgeons, and advanced practice providers (APP). The survey consisted of questions including demographics, most commonly prescribed analgesic and the average number of opioid tablets prescribed post-operatively for eleven of the most common adult procedures within Otolaryngology. RESULTS: Forty-two participants responded to the survey. Of the 42 respondents, 20 were attending surgeons, 11 junior level residents (year 1-3), 6 senior level residents (year 4-5), and 5 A.P.P.s. The most commonly prescribed narcotic was hydrocodone-acetaminophen with 83.3% (35/42) of respondents prescribing this medication. Tonsillectomy or uvulopalatopharyngoplasty had the highest average number of tablets prescribed at 32.3 (Range: 5 to 90). Neck dissection, parotidectomy, and thyroidectomy procedures all averaged over 20 tablets. Direct laryngoscopy opioid dose was the lowest at 4.8 tablets (range 0-20). Opioid prescriptions by surgery were broken down by provider class with only septoplasty showing a significant difference with attending physicians prescribing an average of 20 tablets vs 14.1 tablets for residents (P = 0.034). CONCLUSION: We believe there remains an unacceptably high variability in current opioid prescribing patterns within otolaryngology especially within more painful procedures. Establishment of standardized post-operative narcotic guidelines is warranted.

9.
J Clin Sleep Med ; 14(1): 127-132, 2018 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-29198289

RESUMO

STUDY OBJECTIVES: To determine the incidence, duration, and predictors of swallowing-related symptoms following upper airway surgery for obstructive sleep apnea. METHODS: Adults (age 18 years or older) who underwent surgery for obstructive sleep apnea at a tertiary care institution from January 2012 to December 2015 were retrospectively reviewed. The incidence, duration, and associated factors of postoperative swallowing complaints were evaluated. RESULTS: A total of 130 patients (135 surgical encounters) met criteria for inclusion. There were 91 men (70.0%) and 39 women (30.0%) with a median age of 60 years (range: 19-79). Presurgical diagnosis of gastroesophageal reflux disease was present in 57 patients (43.8%). An average of 2.1 procedures (± 0.8) were conducted at each encounter. Uvulopalatopharyngoplasty (54.8%) was the most common followed by radiofrequency ablation of the soft palate (34.8%) and tongue base (29.6%). Postoperatively, 25 patients (19.8%) complained of dysphagia, 14 (10.9%) of globus, and 9 (6.7%) of odynophagia. Preoperative gastroesophageal reflux (odds ratio [OR] 4.09, 95% confidence interval [CI] 1.41-11.91) and hyoid myotomy with suspension (OR 4.88, 95% CI 1.34-17.77) were significant predictors for dysphagia. Radiofrequency ablation of the tongue base (OR 5.00, 95% CI 1.28-19.50) was a predictor for globus sensation. Median symptom durations, in months, were 4.0 for dysphagia, 7.3 for globus, and 3.0 for odynophagia. CONCLUSIONS: Preoperative gastroesophageal reflux and hyoid myotomy with suspension procedure were associated with postoperative dysphagia whereas radiofrequency ablation of the tongue base was associated with globus. These findings can assist surgeons in providing preoperative counseling and postoperative supportive measures regarding dysphagic symptoms following sleep surgery.


Assuntos
Transtornos de Deglutição/epidemiologia , Complicações Pós-Operatórias/epidemiologia , Apneia Obstrutiva do Sono/epidemiologia , Apneia Obstrutiva do Sono/cirurgia , Adulto , Idoso , Ablação por Cateter , Comorbidade , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Palato Mole/cirurgia , Faringe/cirurgia , Estudos Retrospectivos , Sensação , South Carolina/epidemiologia , Tempo , Úvula/cirurgia , Adulto Jovem
10.
Otolaryngol Head Neck Surg ; 154(5): 888-91, 2016 05.
Artigo em Inglês | MEDLINE | ID: mdl-26908560

RESUMO

OBJECTIVE: This study compared barium esophagram with high-resolution esophageal manometry (HRM) results to determine whether esophagram is an adequate screening examination for esophageal motility disorders, a common cause of dysphagia. STUDY DESIGN: Case series with chart review. SETTING: Tertiary academic medical center. SUBJECTS AND METHODS: A retrospective review was completed of 281 patients who underwent both HRM and esophagram from March 2012 to June 2014. Inclusion criteria included a specific assessment of the presence or absence of dysmotility on both examinations. RESULTS: Eighty-four males and 197 females were included in the study. Average age was 57 years (range, 16-84). Average time between studies was 19 days (range, 0-90). Motility was judged to be normal in 40.2% (113 of 281) of esophagrams and 46.6% (131 of 281) of HRM studies. However, disagreement between the study findings was significant (P = .04). The sensitivity of esophagram for detecting esophageal dysmotility was 0.69, and specificity was 0.50. The positive and negative predictive values of esophagram for dysmotility were 0.61 and 0.58, respectively. CONCLUSIONS: Esophagram is useful in the assessment of anatomic abnormalities but is a poor screening examination for the detection of esophageal dysmotility. Patients with suspected esophageal dysphagia should be referred for HRM to evaluate motility disorders and identify potential treatment targets, regardless of esophagram results.


Assuntos
Sulfato de Bário/administração & dosagem , Meios de Contraste/administração & dosagem , Transtornos da Motilidade Esofágica/diagnóstico , Manometria/métodos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Transtornos da Motilidade Esofágica/fisiopatologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Sensibilidade e Especificidade
11.
JAMA Otolaryngol Head Neck Surg ; 142(1): 40-5, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26633039

RESUMO

IMPORTANCE: Rigid esophagoscopy (RE) was once an essential part of the evaluation of patients with head and neck squamous cell carcinoma (HNSCC) due to the high likelihood of identifying a synchronous malignant neoplasm in the esophagus. Given recent advances in imaging and endoscopic techniques and changes in the incidence of esophageal cancer, the current role for RE in HNSCC staging is unclear. OBJECTIVE: To analyze the current role of RE in evaluating patients with HNSCC, and to determine the incidence of synchronous esophageal malignant neoplasms in patients with HNSCC. DESIGN, SETTING, AND PARTICIPANTS: In this retrospective study performed at an academic tertiary care center, 582 patients were studied who had undergone RE for HNSCC staging from July 1, 2004, through October 31, 2012. To assess the incidence of synchronous esophageal malignant neoplasms, a literature review was performed, and the National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) data set was queried. MAIN OUTCOMES AND MEASURES: The primary outcome measure was the incidence of synchronous esophageal malignant neoplasms, as measured by retrospective review at our institution, SEER data set analysis, and literature review. Secondary outcome measures were RE complications and nonmalignant findings during RE. RESULTS: A total of 601 staging REs were performed in 582 patients. The mean age was 60.2 years and 454 (78.0%) were men. There were 9 complications (1.5%), including 1 esophageal perforation (0.2%). Rigid esophagoscopy was aborted in 50 cases. Of the 551 completed REs, no abnormal findings were noted in 523 patients (94.9%), and nonmalignant pathologic findings were identified in 28 patients (5.1%). No synchronous primary esophageal carcinomas were detected. The incidence of synchronous esophageal malignant neoplasms found on screening endoscopy based on literature review and on SEER data set analysis was very low and has decreased from 1980 to 2010 in North America. The incidence reported in South America and Asia was relatively high. CONCLUSIONS AND RELEVANCE: Rigid esophagoscopy is safe, but the utility is low for cancer staging and for detection of nonmalignant esophageal disease. Review of the literature and analysis of a large national cancer data set indicate that the incidence of synchronous esophageal malignant neoplasms in patients with HNSCC is low and has been decreasing during the past 3 decades. Thus, screening esophagoscopy should be limited to patients with HNSCC who are at high risk for synchronous esophageal malignant neoplasms.


Assuntos
Carcinoma de Células Escamosas/epidemiologia , Carcinoma de Células Escamosas/patologia , Neoplasias Esofágicas/epidemiologia , Neoplasias Esofágicas/patologia , Esofagoscopia , Neoplasias de Cabeça e Pescoço/epidemiologia , Neoplasias de Cabeça e Pescoço/patologia , Neoplasias Primárias Múltiplas/epidemiologia , Neoplasias Primárias Múltiplas/patologia , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Avaliação de Resultados em Cuidados de Saúde , Estudos Retrospectivos , Programa de SEER , Carcinoma de Células Escamosas de Cabeça e Pescoço , Estados Unidos/epidemiologia
12.
Laryngoscope ; 124(7): 1663-7, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24254967

RESUMO

OBJECTIVES/HYPOTHESIS: To improve understanding of aspects of end-of-life care that may not be intuitive to the otolaryngology community. DATA SOURCES AND REVIEW METHODS: A comprehensive review of the literature was performed by searching Medline, Embase, and Google Scholar databases. Primary manuscripts' bibliographies were reviewed to identify any nonindexed references. Prospective consultation by means of one-on-one interviews was sought from nonotolaryngology key stakeholders in the areas of hospice nursing care and patient advocacy in order to identify pertinent issues. RESULTS: We identified over 1,000 articles published from 1965 to 2013 on the topic of tracheal stents, as well as over 40,000 on hospice/end-of-life care. Three articles focusing specifically on palliative care and airway stenting were identified, of which three were case reports and none were definitive reviews. There are a number of significant issues and concepts unique to hospice care. These are likely unfamiliar to all except for head and neck oncology-specialized otolaryngologists. An example is that hospice care focuses on quality of life rather than prolongation of life (such as curative surgery). Patients with nonoperable tracheal obstruction from malignancy face an unpleasant demise from suffocation. For those patients, stenting can relieve suffering by restoring airway patency. CONCLUSIONS: Airway stenting can be a valid palliative care option, even for terminal patients receiving hospice care, when performed to relieve airway obstruction and improve quality of life. End-of-life ethics is an underdeveloped area of otolaryngology that should be explored.


Assuntos
Ética Médica , Otolaringologia/ética , Cuidados Paliativos/ética , Stents , Traqueostomia/instrumentação , Humanos , Cuidados Paliativos/métodos , Traqueostomia/ética
14.
Ear Nose Throat J ; 85(10): 669-71, 2006 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-17124941

RESUMO

Polymorphous low-grade adenocarcinoma (PLGA) of the parotid gland is rare. We describe a new case in which the patient underwent parotidectomy only to experience an extensive recurrence 2 years later. The recurrence was treated with radical surgical excision and radiation therapy, and the patient remained disease-free at 5 years of follow-up. We also review the literature on primary parotid PLGA.


Assuntos
Adenocarcinoma/cirurgia , Recidiva Local de Neoplasia/cirurgia , Neoplasias Parotídeas/cirurgia , Adenocarcinoma/patologia , Adenocarcinoma/radioterapia , Biópsia por Agulha Fina , Diagnóstico Diferencial , Humanos , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/patologia , Recidiva Local de Neoplasia/radioterapia , Glândula Parótida/patologia , Glândula Parótida/cirurgia , Neoplasias Parotídeas/patologia , Neoplasias Parotídeas/radioterapia , Radioterapia Adjuvante , Tomografia Computadorizada por Raios X
15.
Arch Otolaryngol Head Neck Surg ; 132(4): 390-7, 2006 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-16618908

RESUMO

OBJECTIVES: To analyze surface-enhanced laser desorption and ionization time-of-flight mass spectrometry (SELDI-TOF-MS) protein profiles of patients with head and neck squamous cell carcinoma (HNSCC) and healthy controls and to determine the sensitivity and specificity of SELDI assay for HNSCC detection before and after treatment. DESIGN: Proteomic analysis and comparison of serum samples. SETTING: Tertiary care academic medical center. SUBJECTS: Seventy-eight patients with HNSCC and 68 healthy controls. MAIN OUTCOME MEASURES: Serum samples were prospectively collected from 78 patients with HNSCC and 68 healthy control volunteers. SELDI-TOF-MS was performed on serum samples to identify protein peaks in the range of 0 to 100 kDa. Classification analysis of the spectral data was performed and used to classify the disease status of the patients. RESULTS: The SELDI-TOF-MS assay generated serum protein profiles ranging from 0 to 100 kDa. After background subtraction, mass calibration, and normalization, 545 protein peaks were identified. Classification tree analysis based on peak expression correctly classified patients with HNSCC with 82% sensitivity and 76% specificity. Subgroup analysis correctly classified 83% of oral cavity tumors, 81% of oropharyngeal tumors, and 88% of laryngeal tumors. Pretreatment and posttreatment samples were available from 12 patients, and the posttreatment samples were correctly classified in 86% of the patients at 3 months and 75% of the patients at 6 months. CONCLUSIONS: Proteomic SELDI-TOF-MS analysis of serum protein profiles distinguishes patients with HNSCC from controls with a high degree of sensitivity and specificity. Further investigation into the clinical utility of this technology in HNSCC detection and surveillance is warranted.


Assuntos
Biomarcadores Tumorais/sangue , Proteínas Sanguíneas/análise , Carcinoma de Células Escamosas/diagnóstico , Neoplasias de Cabeça e Pescoço/diagnóstico , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Adulto , Idoso , Idoso de 80 Anos ou mais , Diagnóstico Precoce , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Análise de Regressão , Sensibilidade e Especificidade , Estatísticas não Paramétricas
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA