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1.
Head Neck ; 2024 Aug 07.
Artigo em Inglês | MEDLINE | ID: mdl-39113202

RESUMO

PURPOSE: To report a single-institutional experience with hypofractionated radiation therapy alone for human papillomavirus (HPV)-positive oropharyngeal cancer. METHODS AND MATERIALS: A total of 101 consecutive patients were treated by radiation therapy alone using a regimen of 66 Gy in 30 fractions (60 patients) or 70 Gy in 33 fractions (41 patients) for newly diagnosed p16-positive squamous cell carcinoma of the oropharynx. Sixty-seven patients (67%) were never smokers. RESULTS: The 3-year actuarial rates of overall survival, local-regional control, and progression-free survival were 94%, 93%, and 89%, respectively. Among never-smokers, the 3-year rates of overall survival and local-regional control were 98% and 100%, respectively. The grade 3+ acute toxicity rate was 21%, with the most commonly observed side effects related to mucositis. CONCLUSION: Hypofractionated radiation alone resulted in excellent outcomes for patients with HPV-positive oropharyngeal cancer. A prospective clinical trial investigating this modality in the setting of de-escalation is currently underway.

2.
Radiother Oncol ; 196: 110278, 2024 07.
Artigo em Inglês | MEDLINE | ID: mdl-38636710

RESUMO

PURPOSE: The optimal management of local-regionally recurrent head and neck cancer that is not amenable to surgical resection is uncertain. We sought to compare outcomes among patients treated with and without re-irradiation in this setting. METHODS AND MATERIALS: A review of institutional registries identified 65 patients with local-regionally recurrent squamous cell carcinoma of the head and neck who were ineligible for surgery. Forty patients (62 %) opted for re-irradiation with the remaining 25 patients (38 %) undergoing initial systemic therapy alone. All patients had measurable disease. Forty-three patients (66 %) were male and twenty-two (33 %) were female. The median age at the time of recurrence was 59 years (range, 39-84 years). The most common primary sites of disease were the oropharynx, (n = 25), oral cavity (N = 19), and nasopharynx (n = 11). The median interval from completion of prior radiation to the diagnosis of recurrent disease was 35 months (range, 2-102 months). RESULTS: Re-irradiation improved 2-year overall survival, (32 % versus 11 %), progression-free survival (31 % versus 7 %), and local-regional control (39 % versus 3 %) compared to systemic therapy alone (p < 0.05, for both). The likelihood of developing any new grade 3+ toxicity was significantly higher among patients treated by re-irradiation compared to those treated by systemic therapy (53 % vs. 28 %, p < 0.001). There were 3 treatment-related fatalities, all of which occurred in the re-irradiation group. The incidence of grade 3+ late toxicity was 48 % and 12 % for patients in the re-irradiation and systemic therapy cohorts, respectively (p < 0.001). CONCLUSION: Although re-irradiation improved overall survival compared to systemic therapy for appropriately selected patients with local-regionally recurrent head and neck cancer, the relatively high risk of toxicity must be considered.


Assuntos
Neoplasias de Cabeça e Pescoço , Recidiva Local de Neoplasia , Reirradiação , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Recidiva Local de Neoplasia/radioterapia , Adulto , Idoso de 80 Anos ou mais , Reirradiação/efeitos adversos , Reirradiação/métodos , Neoplasias de Cabeça e Pescoço/radioterapia , Neoplasias de Cabeça e Pescoço/mortalidade , Carcinoma de Células Escamosas de Cabeça e Pescoço/radioterapia , Carcinoma de Células Escamosas de Cabeça e Pescoço/mortalidade , Carcinoma de Células Escamosas de Cabeça e Pescoço/terapia , Estudos Retrospectivos
3.
Adv Radiat Oncol ; 9(1): 101306, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38260235

RESUMO

Purpose: For patients without pathologic evidence of cervical disease after neck dissection for cutaneous squamous cell carcinoma involving the parotid region, inclusion of the ipsilateral cervical neck in the postparotidectomy radiation volume is routinely performed. We report our experience with selective avoidance of the ipsilateral neck for patients undergoing postoperative radiation to the parotid bed. Methods and Materials: From January 2014 to December 2023, a total of 30 consecutive patients underwent postoperative radiation after parotidectomy for cutaneous squamous cell carcinoma involving the parotid area. All patients had previously had a neck dissection confirming pathologic N0 disease. Treatment was delivered using intensity modulated radiation therapy to a median dose of 60 Gy (range, 56-66 Gy). The radiation target volumes included the parotid bed only, with deliberate avoidance of the ipsilateral cervical neck. The median pathologic tumor size of the parotid tumor was 3.3 cm (range, 0.2-9.4 cm). Final pathologic evaluation showed positive microscopic margins in 8 patients (27%), perineural invasion in 17 patients (57%), and facial nerve involvement in 6 patients (20%). Results: There were no isolated nodal failures. One patient developed an ipsilateral neck recurrence approximately 8 months after completion of radiation therapy. This occurred 2 months subsequent to the development of local recurrence. The 5-year actuarial rates of local (parotid) control, neck control, and overall survival were 87%, 97%, and 76%, respectively. Conclusions: Omission of the ipsilateral neck from the parotid volume does not compromise disease control for pathologically N0 patients undergoing postoperative radiation for cutaneous squamous cell carcinoma involving the parotid region. Practical implications are discussed.

4.
Oral Oncol ; 147: 106611, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37956484

RESUMO

PURPOSE: To evaluate the influence of socioeconomic and demographic factors which might predict for excessive delays in the receipt of adjuvant radiotherapy for head and neck cancer. METHODS AND MATERIALS: The medical records of 430 consecutive patients referred for adjuvant radiation after surgical resection for squamous cell carcinoma of the head and neck were reviewed. The number of days from surgery to initiation of radiation was recorded. To study the variability in which adjuvant radiation was delivered, descriptive statistics were used to determine the percentage of patients who deviated from starting treatment beyond the recommended benchmark of 42 days. The chi-square statistic was used to compare differences in proportion among subsets. A Cox proportional hazards model was constructed to perform a multi-variate analysis to identify factors which independently influenced the likelihood for non-adherence. RESULTS: The interval between surgery and the start of radiation therapy ranged from 5 to 128 days (mean, 36 days). The mean number of days from surgery to radiation therapy was 31 days, 35 days, 40 days, and 42 days for Caucasians, Asians, Latino, and Black patients (p = 0.01). In all, 359 of 430 patients (83 %) started adjuvant radiation within 42 days. The proportion of patients who initiated radiation therapy within 42 days of surgery was 91 %, 86 %, 71 %, 65 %, and 80 % for Caucasians, Asians, Latinos, Blacks, and Native Hawaiian/Pacific Islanders, respectively (p < 0.001). Patient characteristics associated with higher odds of non-adherence to the timely receipt of adjuvant radiation therapy within then 42-day benchmark from surgery to radiation included race ([OR] = 4.23 95 % CI (1.30-7.97), non-English speaking status ([OR] = 2.38, 95 % CI: 0.61-4.50), and low socioeconomic status ([OR] = 1.21, 95 % CI: 1.01-1.86). CONCLUSION: Underrepresented minorities are more likely to experience delays in the receipt of adjuvant radiation for head and neck cancer. The potential underlying reasons are discussed.


Assuntos
Carcinoma de Células Escamosas , Neoplasias de Cabeça e Pescoço , Disparidades em Assistência à Saúde , Tempo para o Tratamento , Humanos , Carcinoma de Células Escamosas/patologia , Neoplasias de Cabeça e Pescoço/radioterapia , Modelos de Riscos Proporcionais , Radioterapia Adjuvante , Estudos Retrospectivos , Grupos Raciais
5.
JAMA Netw Open ; 6(11): e2342825, 2023 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-37948074

RESUMO

Importance: The role of surveillance imaging after treatment for head and neck cancer is controversial and evidence to support decision-making is limited. Objective: To determine the use of surveillance imaging in asymptomatic patients with head and neck cancer in remission after completion of chemoradiation. Design, Setting, and Participants: This was a retrospective, comparative effectiveness research review of adult patients who had achieved a complete metabolic response to initial treatment for head and neck cancer as defined by having an unequivocally negative positron emission tomography (PET) scan using the PET response criteria in solid tumors (PERCIST) scale within the first 6 months of completing therapy. The medical records of 501 consecutive patients who completed definitive radiation therapy (with or without chemotherapy) for newly diagnosed squamous cell carcinoma of the head and neck between January 2014 and June 2022 were reviewed. Exposure: Surveillance imaging was defined as the acquisition of a PET with computed tomography (CT), magnetic resonance imaging (MRI), or CT of the head and neck region in the absence of any clinically suspicious symptoms and/or examination findings. For remaining patients, subsequent surveillance after the achievement of a complete metabolic response to initial therapy was performed on an observational basis in the setting of routine follow-up using history-taking and physical examination, including endoscopy. This expectant approach led to imaging only in the presence of clinically suspicious symptoms and/or physical examination findings. Main Outcome and Measures: Local-regional control, overall survival, and progression-free survival based on assignment to either the surveillance imaging or expectant management cohort. Results: This study included 340 patients (mean [SD] age, 59 [10] years; 201 males [59%]; 88 Latino patients [26%]; 145 White patients [43%]) who achieved a complete metabolic response during this period. There was no difference in 3-year local-regional control, overall survival, progression-free survival, or freedom from distant metastasis between patients treated with surveillance imaging vs those treated expectantly. Conclusions and Relevance: In this comparative effectiveness research, imaging-based surveillance failed to improve outcomes compared with expectant management for patients who were seemingly in remission after completion of primary radiation therapy for head and neck cancer.


Assuntos
Carcinoma de Células Escamosas , Neoplasias de Cabeça e Pescoço , Adulto , Masculino , Humanos , Pessoa de Meia-Idade , Estudos Retrospectivos , Neoplasias de Cabeça e Pescoço/diagnóstico por imagem , Neoplasias de Cabeça e Pescoço/radioterapia , Carcinoma de Células Escamosas/diagnóstico por imagem , Carcinoma de Células Escamosas/radioterapia , Tomografia por Emissão de Pósitrons/métodos , Tomografia Computadorizada por Raios X
6.
Oral Oncol ; 145: 106492, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37516069

RESUMO

PURPOSE: To analyze practice patterns focusing on variations in the timing of chemotherapy relative to radiation in patients treated with concurrent chemoradiation for head and neck cancer. METHODS AND MATERIALS: The medical records of 302 consecutive adult patients treated with concurrent chemoradiation for head and neck cancer between April 2014 and February 2022 were reviewed. After excluding 38 patients who received non-platinum-based regimens, induction chemotherapy, and/or had non-squamous cell histology, a total of 264 patients formed the primary population. To study the variability in which concurrent chemoradiation was delivered, descriptive statistics were used to determine the percentage of patients who deviated from starting chemotherapy and radiation on the same day. The chi-square statistic was used to compare differences in proportion among various subsets. A Cox proportional hazards model was then used to perform a multi-variate analysis to identify factors which independently influenced the likelihood for non-adeherence. RESULTS: Among the 264 patients, a total of 187 patients (70.8%) had chemotherapy and radiation started on the same day with 171 of these (91.4%) receiving chemotherapy prior to radiation delivery. On multivariate analysis, both non-Caucasian ethnicity (OR: 1.13, 95% C.I. 1.01-1.20) and being non-English speaking (OR: 1.39; 95% C.I. 1.18--1.51) was significantly associated with greater likelihood of the receipt of radiation and chemotherapy on different days. CONCLUSION: Significant variation exists in the timing of chemotherapy relative to radiation for concurrent chemoradiation in the clinical setting. The potential repercussions on outcome warrante further invesigtation and are discussed.


Assuntos
Carcinoma de Células Escamosas , Neoplasias de Cabeça e Pescoço , Adulto , Humanos , Carcinoma de Células Escamosas/patologia , Neoplasias de Cabeça e Pescoço/tratamento farmacológico , Neoplasias de Cabeça e Pescoço/radioterapia , Quimiorradioterapia/métodos , Modelos de Riscos Proporcionais , Quimioterapia de Indução , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Cisplatino
7.
Clin Otolaryngol ; 48(4): 665-671, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37096572

RESUMO

OBJECTIVES: The goal of this study was to develop a deep neural network (DNN) for predicting surgical/medical complications and unplanned reoperations following thyroidectomy. DESIGN, SETTING, AND PARTICIPANTS: The 2005-2017 American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried to extract patients who underwent thyroidectomy. A DNN consisting of 10 layers was developed with an 80:20 breakdown for training and testing. MAIN OUTCOME MEASURES: Three primary outcomes of interest, including occurrence of surgical complications, medical complications, and unplanned reoperation were predicted. RESULTS: Of the 21 550 patients who underwent thyroidectomy, medical complications, surgical complications and reoperation occurred in 1723 (8.0%), 943 (4.38%) and 2448 (11.36%) patients, respectively. The DNN performed with an area under the curve of receiver operating characteristics of .783 (medical complications), .709 (surgical complications) and .703 (reoperations). Accuracy, specificity and negative predictive values of the model for all outcome variables ranged 78.2%-97.2%, while sensitivity and positive predictive values ranged 11.6%-62.5%. Variables with high permutation importance included sex, inpatient versus outpatient and American Society of Anesthesiologists class. CONCLUSIONS: We predicted surgical/medical complications and unplanned reoperation following thyroidectomy via development of a well-performing ML algorithm. We have also developed a web-based application available on mobile devices to demonstrate the predictive capacity of our models in real time.


Assuntos
Complicações Pós-Operatórias , Tireoidectomia , Humanos , Complicações Pós-Operatórias/epidemiologia , Redes Neurais de Computação , Algoritmos , Curva ROC , Estudos Retrospectivos , Fatores de Risco
8.
Eur Arch Otorhinolaryngol ; 280(5): 2525-2533, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-36651960

RESUMO

PURPOSE: This study aimed to evaluate the efficacy of different treatment combinations on patient survival in intermediate-risk differentiated thyroid cancer (DTC). METHODS: The 2004-2017 National Cancer Database was queried for intermediate-risk papillary (PTC), follicular (FTC), or Hurthle cell (HTC) thyroid cancer patients. Four treatments were analyzed using Kaplan Meier and multivariable Cox regression: surgery, surgery with adjuvant radioiodine ablation (S + RAI), surgery with adjuvant thyroid-stimulating hormone suppression therapy (S + THST), and S + RAI + THST. Kaplan-Meier and multivariable Cox proportional-hazards analyses evaluated treatment-associated overall survival (OS). RESULTS: Of 65,736 patients, 72.2% were female and the average age was 45.4 ± 15.4 years. The 10-year OS rates for PTC, FTC, and HTC were 93.2%, 85.2%, and 78.5%, respectively. S + RAI + THST exhibited higher OS than surgery alone and S + RAI (all p < 0.05). Compared to surgery alone, S + RAI + THST demonstrated reduced mortality in PTC (Hazard Ratio [HR]: 0.628, p < 0.001), FTC (HR: 0.490, p < 0.001), and HTC (HR: 0.520, p = 0.006). Similarly, adjuvant RAI + THST reduced mortality regardless of lymphovascular invasion (HR: 0.490, p < 0.001), N1a (HR: 0.570, p < 0.001) or N1b metastasis (HR: 0.621, p < 0.001), or positive margin status (HR: 0.572, p < 0.001). CONCLUSIONS: Treatment combinations demonstrated varying efficacies in intermediate-risk DTC depending on histology and tumor characteristics, with S + RAI + THST exhibiting the greatest treatment response.


Assuntos
Adenocarcinoma , Neoplasias da Glândula Tireoide , Humanos , Feminino , Adulto , Pessoa de Meia-Idade , Masculino , Radioisótopos do Iodo/uso terapêutico , Neoplasias da Glândula Tireoide/cirurgia , Neoplasias da Glândula Tireoide/patologia , Resultado do Tratamento , Radioterapia Adjuvante , Adenocarcinoma/cirurgia , Tireoidectomia , Estudos Retrospectivos
9.
Laryngoscope ; 133(1): 205-211, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-35716358

RESUMO

OBJECTIVE: To evaluate the prognostic strengths of American Joint Committee on Cancer (AJCC) staging and American Thyroid Association (ATA) risk classification in well-differentiated thyroid cancer (DTC), and their implications in guiding medical decision-making and epidemiological study designs. METHODS: The 2004-2017 National Cancer Database was queried for DTC patients. Cox proportional hazards (CPH) and Kaplan-Meier analyses modeled patient mortality and overall survival, respectively. Each CPH model was evaluated by its concordance index, measure of explained randomness (MER), Akaike information criterion (AIC), and area under receiver operating characteristic curve (AUC). RESULTS: Overall, 134,226 patients were analyzed, with an average age of 48.1 ± 15.1 years (76.9% female). Univariate CPH models using AJCC staging demonstrated higher concordance indices, MERs, and AUCs than those using ATA risk classification (all p < 0.001). Multivariable CPH models using AJCC staging demonstrated higher concordance indices (p = 0.049), MERs (p = 0.046), and AUCs (p = 0.002) than those using ATA risk classification. The AICs of multivariable AJCC staging and ATA risk models were 7.564 × 104 and 7.603 × 104 , respectively. AJCC stage I tumors were associated with greater overall survival than those classified as ATA low risk, whereas AJCC stages II-III and stage IV tumors demonstrated worse survival than ATA intermediate- and high-risk tumors, respectively (all p < 0.001). CONCLUSION: AJCC staging may be a more predictive system for patient survival than ATA risk. The prognostic utility of these two systems converges when additional demographic and clinical factors are considered. AJCC staging was found to classify patients across a wider range of survival patterns than the ATA risk stratification system. LEVEL OF EVIDENCE: 4 Laryngoscope, 133:205-211, 2023.


Assuntos
Adenocarcinoma , Neoplasias da Glândula Tireoide , Humanos , Feminino , Estados Unidos/epidemiologia , Adulto , Pessoa de Meia-Idade , Masculino , Prognóstico , Estadiamento de Neoplasias , Neoplasias da Glândula Tireoide/patologia , Modelos de Riscos Proporcionais , Adenocarcinoma/patologia
10.
Otolaryngol Head Neck Surg ; 168(4): 745-753, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-35471863

RESUMO

OBJECTIVES: To analyze the variant-specific survival benefits and usage patterns of standardized treatment combinations of surgery (S), radioactive iodine ablation (RAI), and thyroid-stimulating hormone suppression therapy (THST) for high-risk differentiated thyroid cancer. STUDY DESIGN: Retrospective cohort study. SETTING: National Cancer Database. METHODS: The 2004-2017 National Cancer Database was queried for patients receiving definitive surgery for high-risk papillary, follicular, or Hurthle cell thyroid cancer. Cox proportional hazards and Kaplan-Meier analyses assessed for treatment-associated survival. RESULTS: Of 21,076 cases, 18,214 underwent survival analysis with a mean ± SD age of 50.6 ± 17.1 years (71.3% female). When compared with surgery alone, S + RAI was associated with reduced mortality in papillary (hazard ratio [HR], 0.574; P < .001) and follicular (HR, 0.489; P = .004) thyroid cancer. S + RAI + THST was associated with reduced mortality in papillary (HR, 0.514; P < .001), follicular (HR, 0.602; P = .016), and Hurthle cell (HR, 0.504; P = .021) thyroid cancer. In papillary thyroid cancer, S + RAI (91.3%), S + THST (89.2%), and S + RAI + THST (92.7%) were associated with higher 5-year overall survival rates than surgery (85.4%, all P < .001). Papillary thyroid cancer treatments involving THST were associated with higher 5-year overall survival rates than corresponding regimens without THST (all P < .001). In follicular thyroid cancer, S + RAI (73.9%) and S + RAI + THST (78.7%) were associated with higher 5-year overall survival rates than surgery (65.6%, all P < .05). In Hurthle cell thyroid cancer, S + RAI (66.5%) and S + RAI + THST (73.4%) were associated with higher 5-year overall survival rates than surgery (53.7%, all P < .05). On linear regression, THST usage increased by 77.5% (R2 = 0.944, P < .001), while RAI usage declined by 11.3% (R2 = 0.320, P = .035). CONCLUSIONS: High-risk differentiated thyroid cancer exhibited varying susceptibilities to different treatment combinations depending on histology, with greatest responses to regimens that included RAI. Physician practices have trended toward decreased RAI and increased THST usage.


Assuntos
Carcinoma Papilar , Neoplasias da Glândula Tireoide , Humanos , Feminino , Adulto , Pessoa de Meia-Idade , Idoso , Masculino , Neoplasias da Glândula Tireoide/cirurgia , Neoplasias da Glândula Tireoide/patologia , Câncer Papilífero da Tireoide/cirurgia , Radioisótopos do Iodo , Resultado do Tratamento , Estudos Retrospectivos , Tireoidectomia
11.
J Surg Oncol ; 125(8): 1211-1217, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35195923

RESUMO

OBJECTIVE: To investigate a possible link between breast and thyroid cancer. METHODS: A multicenter retrospective review of patients in the electronic medical records of six Accrual to Clinical Trial (ACT) institutions with both breast cancer and thyroid carcinoma. Each center queried its data using a predefined data dictionary. Information on thyroid and breast cancer included dates of diagnosis, histology, and patient demographics. RESULTS: A random-effects model was used. There were 4.24 million women's records screened, 44 605 with breast cancer and 11 846 with thyroid cancer. The relative risks observed at each institution ranged from 0.49 to 13.47. The combined risk ratio (RR) estimate was 1.77 (95% confidence interval: 0.50-5.18). CONCLUSION: There was no association between the risk of developing thyroid cancer and being a breast cancer survivor compared to no history of breast cancer, but the range of relative risks among the participating institutions was wide. Our findings warrant further study of more institutions with larger sample size. Additionally, further analysis of the significance of regional RR differences may be enlightening.


Assuntos
Neoplasias da Mama , Neoplasias da Glândula Tireoide , Neoplasias da Mama/tratamento farmacológico , Coleta de Dados , Feminino , Humanos , Risco , Neoplasias da Glândula Tireoide/epidemiologia , Neoplasias da Glândula Tireoide/terapia
12.
Future Sci OA ; 7(9): FSO768, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34737892

RESUMO

Overexpression of p16 is closely related to human papillomavirus (HPV)-associated oropharyngeal squamous cell carcinoma (SCC) and pertains a prognostic relevance. Programmed cell death 1-ligand 1 (PD-L1) is another important marker, as anti-PD-L1 immunotherapy is available. Retrospective analysis of 57 cases of the SCC involving oropharynx (27 cases), hypopharynx (5 cases), larynx (11 cases), and oral cavity (14 cases) was performed. Each case was scrutinized for the basaloid morphology, p16, and PD-L1 expression. Basaloid morphology was identified in 47% of total cases. The majority of basaloid SCC variants were located in the oropharynx (89%). High expression of p16 was mostly observed in the oropharynx. High PD-L1 expression was seen predominantly in oropharyngeal and hypopharyngeal locations. Further studies in a larger cohort are necessary to correlate PD-L1 and p16 expression with survival.

13.
J Ultrasound Med ; 40(4): 815-819, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-32885860

RESUMO

The increasing use of ultrasound (US) for the diagnostic workup of thyroid lesions has subsequently been met with an increasing demand for effective US and US-guided fine-needle aspiration models. Although numerous do-it-yourself phantoms have been previously described, to our knowledge, this is the first to describe a more realistic US thyroid model using inexpensive consumer-grade materials. A simple phantom was developed and successfully used to obtain US images that realistically mimic thyroid anatomy and echogenicity. The phantom was constructed for a total cost of $6.69. It served as an inexpensive and anatomically realistic means to simulate thyroid US and US-guided fine-needle aspiration.


Assuntos
Nódulo da Glândula Tireoide , Biópsia por Agulha Fina , Humanos , Biópsia Guiada por Imagem , Ultrassonografia , Ultrassonografia de Intervenção
14.
Lasers Med Sci ; 36(2): 269-278, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32337680

RESUMO

The purpose of this study is twofold: (1) to determine the feasibility of optical coherence tomography (OCT) to differentiate normal and diseased tissue of the neck region intraoperatively and (2) to evaluate how accurately a cohort of test subjects can identify various tissue types when shown a sample set of OCT images. In this in vivo, prospective, single institutional study, an OCT imaging system (Niris, Imalux, Cleveland, OH) was used to image parathyroid, thyroid, lymph node, and fat tissue in 76 patients during neck surgery. Biopsies were performed for comparison of OCT images with histology in select cases (n = 20). Finally, a group of either surgeons or scientists familiar with OCT (n = 17) were shown a sample of OCT images and asked to identify the tissue. A total of 437 OCT images were analyzed, and characteristic features of each tissue type were identified. OCT demonstrated distinct differences in structural architecture and signal intensity that allows differentiation between thyroid and parathyroid tissues, lymph nodes, and fat. OCT images were also compared with histology with good correlation. There was no difference in correctly identifying OCT-imaged tissue type between surgeons and scientists. This study is the first in vivo OCT imaging study to evaluate both normal and diseased tissues that may be encountered during neck surgery. OCT has the potential to become a valuable intraoperative tool to differentiate diseased and normal thyroid tissue intraoperatively to obtain an "optical biopsy" in real time without fixation, staining, or tissue resection.


Assuntos
Tecido Adiposo/diagnóstico por imagem , Linfonodos/diagnóstico por imagem , Glândulas Paratireoides/diagnóstico por imagem , Glândulas Paratireoides/patologia , Glândula Tireoide/diagnóstico por imagem , Glândula Tireoide/patologia , Tomografia de Coerência Óptica , Tecido Adiposo/patologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Feminino , Humanos , Linfonodos/patologia , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Cirurgiões , Adulto Jovem
15.
Head Neck ; 43(3): 788-797, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33142001

RESUMO

BACKGROUND: This study develops machine learning (ML) algorithms that use preoperative-only features to predict discharge-to-nonhome-facility (DNHF) and length-of-stay (LOS) following complex head and neck surgeries. METHODS: Patients undergoing laryngectomy or composite tissue excision followed by free tissue transfer were extracted from the 2005 to 2017 NSQIP database. RESULTS: Among the 2786 included patients, DNHF and mean LOS were 421 (15.1%) and 11.7 ± 8.8 days. Four classification models for predicting DNHF with high specificities (range, 0.80-0.84) were developed. The generalized linear and gradient boosting machine models performed best with receiver operating characteristic (ROC), accuracy, and negative predictive value (NPV) of 0.72-0.73, 0.75-0.76, and 0.88-0.89. Four regression models for predicting LOS in days were developed, where all performed similarly with mean absolute error and root mean-squared errors of 3.95-3.98 and 5.14-5.16. Both models were developed into an encrypted web-based interface: https://uci-ent.shinyapps.io/head-neck/. CONCLUSION: Novel and proof-of-concept ML models to predict DNHF and LOS were developed and published as web-based interfaces.


Assuntos
Aprendizado de Máquina , Alta do Paciente , Algoritmos , Humanos , Tempo de Internação , Valor Preditivo dos Testes
17.
J Biophotonics ; 13(3): e201900221, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31710775

RESUMO

Incomplete surgical resection of head and neck squamous cell carcinoma (HNSCC) is the most common cause of local HNSCC recurrence. Currently, surgeons rely on preoperative imaging, direct visualization, palpation and frozen section to determine the extent of tissue resection. It has been demonstrated that optical coherence tomography (OCT), a minimally invasive, nonionizing near infrared mesoscopic imaging modality can resolve subsurface differences between normal and abnormal head and neck mucosa. Previous work has utilized two-dimensional OCT imaging which is limited to the evaluation of small regions of interest generated frame by frame. OCT technology is capable of performing rapid volumetric imaging, but the capacity and expertise to analyze this massive amount of image data is lacking. In this study, we evaluate the ability of a retrained convolutional neural network to classify three-dimensional OCT images of head and neck mucosa to differentiate normal and abnormal tissues with sensitivity and specificity of 100% and 70%, respectively. This method has the potential to serve as a real-time analytic tool in the assessment of surgical margins.


Assuntos
Neoplasias de Cabeça e Pescoço , Tomografia de Coerência Óptica , Neoplasias de Cabeça e Pescoço/diagnóstico por imagem , Humanos , Mucosa Bucal/diagnóstico por imagem , Redes Neurais de Computação , Carcinoma de Células Escamosas de Cabeça e Pescoço
19.
Laryngoscope ; 129(1): 105-112, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-30151829

RESUMO

OBJECTIVES/HYPOTHESIS: Large defects after total laryngectomy (TL) and total laryngopharyngectomy (TLP) often benefit from free flap (FF) or pedicled flap (PF) reconstruction to maintain continuity of the aerodigestive tract, protect great vessels, or reinforce pharyngeal closure. Although both techniques are commonly used, no consensus exists as to which results in fewer complications. The goal of this study was to determine if 30-day morbidity/mortality outcomes differ between PF and FF reconstruction in patients undergoing TL/TLP. STUDY DESIGN: Retrospective cohort study. METHODS: Patients were analyzed who underwent TL/TLP with reconstruction using records from the American College of Surgeons National Surgical Quality Improvement Program database (2005-2015). RESULTS: A total of 347 patients were included; 204 received FF reconstruction, whereas 143 received PF reconstruction. FF reconstruction was more commonly used with TLP defects (P = .001). The total operative time in the FF (590 ± 140 minutes) was longer than the PF (441 ± 125 minutes) group (P < .0001). There was a higher rate of postoperative transfusions in those undergoing FF reconstruction (P = .022). There was no significant difference in complication rates among TLP patients. Among TL patients only, FF reconstruction had a higher association with wound infections than PFs (P = .040). On multivariate analysis, low hematocrit was associated with complications (P = .031). Age (P = .031) and congestive heart failure exacerbation (P < .001) were associated with increased hospital stay. Overall, there were no differences in readmissions, reoperations, or deaths between the groups. CONCLUSIONS: Reported complication rates after TL/TLP remain high, despite widespread usage of vascularized flaps in reconstruction. This comparison reveals no significant difference in postoperative complications between patients who received PF and FF laryngopharyngeal reconstruction. LEVEL OF EVIDENCE: 4 Laryngoscope, 129:105-112, 2019.


Assuntos
Retalhos de Tecido Biológico , Laringectomia/métodos , Faringectomia/métodos , Procedimentos de Cirurgia Plástica/métodos , Retalhos Cirúrgicos , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Hipofaringe/cirurgia , Laringectomia/mortalidade , Laringectomia/normas , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Duração da Cirurgia , Faringectomia/mortalidade , Faringectomia/normas , Complicações Pós-Operatórias/mortalidade , Período Pós-Operatório , Avaliação de Programas e Projetos de Saúde , Melhoria de Qualidade , Procedimentos de Cirurgia Plástica/mortalidade , Procedimentos de Cirurgia Plástica/normas , Reoperação , Estudos Retrospectivos , Resultado do Tratamento
20.
Laryngoscope ; 129(6): 1407-1412, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30325512

RESUMO

OBJECTIVES/HYPOTHESIS: To describe rates of complications and mortality within 30 days of open anterior skull base surgery using a large, multi-institutional outcomes database. STUDY DESIGN: Retrospective cohort study. METHODS: The study included patients who underwent open anterior skull base surgery as listed in the American College of Surgeons National Surgical Quality Improvement Project database from 2007 through 2014. RESULTS: A total of 336 open anterior skull base surgeries were identified. One hundred nine (32.4%) patients experienced a complication, reoperation, or mortality. The most common events were postoperative transfusion (15.8%), reoperation (10.1%), and readmission (8.0%). Significant independent predictors of any adverse event included higher American Society of Anesthesiologists (ASA) score and increased total operative time (both P < .05). The only predictor of mortality was higher ASA score (P = .02). Predictors of increased hospital stay included impaired sensorium (P = .04), coma >24 hours (P < .001), lower preoperative hematocrit (P = .02), higher ASA score (P = .04), and increased total operative time (P < .001). CONCLUSIONS: Open anterior skull base surgery is understandably complex, and is thus associated with a relatively high adverse event rate. Knowledge of factors associated with adverse events has the potential to improve preoperative optimization of controllable variables and translate into improved surgical outcomes for patients. LEVEL OF EVIDENCE: NA Laryngoscope, 129:1407-1412, 2019.


Assuntos
Tempo de Internação/estatística & dados numéricos , Readmissão do Paciente/estatística & dados numéricos , Complicações Pós-Operatórias/mortalidade , Reoperação/estatística & dados numéricos , Base do Crânio/cirurgia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Transfusão de Sangue/estatística & dados numéricos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Morbidade , Complicações Pós-Operatórias/etiologia , Estudos Retrospectivos , Fatores de Risco , Fatores de Tempo , Adulto Jovem
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