AB044. Leptomeningeal metastatic esthesioneuroblastoma: a systematic review with case illustration.

BACKGROUND: Esthesioneuroblastomas (ENBs) represent a rare subset of malignancies originating within the upper aerodigestive tract, characterized by a propensity for local metastasis to the intracranial compartment through the cribriform plate. These neoplasms are frequently associated with a high incidence of local recurrence subsequent to therapeutic intervention. In this report, we review the literature and present a case of a patient with extensive meningeal and leptomeningeal dissemination of ENB, with a survival period of 2 years. METHODS: A systematic review of literature was conducted in accordance with the PRISMA guidelines. Additionally, the presentation, surgical management, chemotherapy, and outcomes of a 60-year-old female presenting with extensive meningeal metastasis at onset. RESULTS: Following the literature review, 43 distinct works were identified, extracted variables from the remaining seven papers that met our inclusion criteria included demographic data, presenting symptoms, recurrence status, primary tumor location, location of Leptomeningeal metastasis of ENB, interval from initial treatment to recurrence, initial treatment approach, treatment-related complications, survival outcomes, and post-treatment status of patients. The average age at diagnosis was 52.6 years (range, 31-76 years), with females comprising 63.6% of the sample. The majority underwent gross-total resection and received adjuvant radiotherapy as initial therapy. The median time to intracranial metastasis was 57 months post-primary tumor diagnosis. The median overall survival for ENB with intracranial metastasis was 14 months. CONCLUSIONS: ENB exhibits a marked propensity for recurrence and can metastasize to the intracranial space years post-remission, which correlates with reduced survival. Therefore, perpetual radiographic surveillance is warranted for all ENB patients to detect late recurrences and intracranial spread promptly.

Cancer of the Nasal Cavity, Middle Ear and Accessory Sinuses - 15 Year Comparative Survival and Mortality Analysis by Age, Sex, Race, Stage, Grade, Cohort Entry Time-Period, Disease Duration and Topographic Primary Sites: A Systematic Review of 13,404 Cases for Diagnosis Years 2000-2017: (NCI SEER*Stat 8.3.8).

BACKGROUND: .-Sinonasal malignancies are rare, aggressive, deadly and challenging tumors to diagnose and treat. Since 2000, age-adjusted incidence rates average less than 1 case per 100,000 per year, male and female combined, in the United States. For the entire cohort, 2000-2017, overall median age-onset was 62.6 years. Carcinoma constitutes over 90% of these upper respiratory cancers and most cases are advanced, more than 72% (regional or distant stage) when the diagnosis is made. Composite mortality at 5 years was 108 excess deaths/1000/year with a mortality ratio of 558%, and 41% of deaths occurred in this time frame. As a consequence, observed median survival was approximately 6 years with 5-year cumulative observed survival (P) and relative survival rates (SR) 53% and 60%. This mortality and survival update study follows the World Health Organization International Classification of Diseases for Oncology-3rd Edition (ICD-O-3)1 topographical identification, coding, labeling and listing of 13,404 patient-cases accessible for analysis in the United States National Cancer Institute's Surveillance, Epidemiology and End Results program (NCI SEER Research Data, 18 Registries), 2000-2017 located in 8 primary anatomical sites: C30.0-Nasal cavity, C30.1-Middle ear, C31.0-Maxillary sinus, C31.1-Ethmoid sinus, C31.2-Frontal sinus, C31.3-Sphenoid sinus, C31.8-Overlapping lesion of accessory sinuses, C31.9-Accessory sinus, NOS. OBJECTIVES: .-1) Utilize national population-based SEER registry data for 2000-2017 to update cancer survival and mortality outcomes for 8 ICD-O-3 topographically coded sinonasal primary sites. 2) Discern similarities and contrasts in NCI-SEER case characteristics. 3) Identify current risk pattern outcomes and shifts in United States citizens, 2000-2017. METHODS: .-SEER Research Data, 18 Registries, Nov 2019 Sub (2000-2017)2,3 are used to examine the risk consequences of 13,404 patients diagnosed with sinonasal malignancies, 2000-2017, in this retrospective population-based study employing prognostic data stratified by topography, age, sex, race, stage, grade, 2 cohort entry time-periods (2000-06 & 2007-17), and disease-duration to 15 years. General methods and standard double decrement life table methodologies for displaying and converting SEER site-specific annual survival and mortality data to aggregate average annual data units in durational intervals of 0-1, 0-2, 1-2, 2-5, 0-5, 5-10, and 10-15 years are employed. The reader is referred to the "Registrar Staging Assistant (SEER*RSA)" for local-regional-distant Extent of Disease (EOD) sources used in the development of staging descriptions for the Nasal Cavity and Paranasal Sinuses (maxillary and ethmoid sinuses only) and Summary Stage 2018 Coding Manual v2.0 released September 1, 2020. Cancer staging & grading procedural explanations, statistical significance & 95% confidence levels4 are described in previous Journal of Insurance Medicine articles5,6 and other publications.7,8 Poisson confidence intervals at the 95% level based on the number of observed deaths are used in this study but not displayed here to conserve space on the mortality tables. Excluded were all death certificate only and those alive with no survival time. RESULTS: .-In the SEER 18 registries, a total of 13,404 patient cases (2000-2017) were available for analysis with an incidence of less than one patient per 100,000 people. From this group, analysis for survival and mortality totaled 10,624 patients. Males comprised 59.3% of cases and females 40.7%. Whites represented 80.3% of cases and black, others & unknown patients comprised 19.7%. The most common anatomic site of malignancy was the nasal cavity (49.7%); least common was the frontal sinus (1.2%). From diagnosis, across the span of 8 primary sites, first-year mortality rates q ranged from 14.3% (C30.0-nasal cavity) to 30.2% (C31.8-overlapping sinus) with corresponding excess death rates (EDR) of 118/1000/year and 279/1000/year. For single sites, the 5-year cumulative survival ratio (SR) was highest for the nasal cavity (69.5%) and lowest for overlapping lesions of the accessory sinuses (47.2%) with EDRs of 76 and 169 per 1000 per year respectively Overall, 5-year relative survival (SR) for all sinonasal tract malignancies combined was 60.3%, excess mortality (EDR) 108 per 1000 per year and mortality ratio 558%. CONCLUSIONS: .-The 8 sinonasal cancer primary sites are characterized by a low percentage of cases in the localized stage (28%). Since excess mortality is high even in the localized stage, overall prognosis is very poor for all patients. Excess mortality persists in cancer of the sinonasal tract as long as 10-15 years after diagnosis and treatment. EDR in the 15-year durational-interval, all sinonasal sites combined remained significant at 27.6 per 1000 per year with continuing decrease in cumulative survival ratio (SR) to 43.9%.

[Sinonasal hemangiomas: principles of diagnosis and treatment. Literature review]. / Sinonazal'nye gemangiomy: printsipy diagnostiki i lecheniya (obzor literatury).

Hemangiomas of the nasal cavity are extremely rare in the practice of an otorhinolaryngologist and can be presented in various histopathological variants. Scientific data on hemangiomas of the sinonasal region are analyzed and systematized. The article describes the principles of diagnosis and choice of the method of surgical treatment of hemangiomas. An analysis of the literature data shows that with hemangiomas of the nasal cavity, a comprehensive examination of the patient is required, including collection of complaints and anamnesis, endoscopy of the nasal cavity and computed tomography of the paranasal sinuses, and with significant hemangiomas spreading to neighboring anatomical areas, magnetic resonance imaging with intravenous contrast.

[Olfactory neuroblastoma in children: clinical analysis of five cases].

The clinical data of five patients diagnosed with olfactory neuroblastoma (ONB) who were admitted to the Department of Pediatrics, Beijing Tongren Hospital Affiliated to Capital Medical University from January 2012 to January 2024 were retrospectively analyzed. Two males and three females aged 6.2 (5.7-15.8) years were included. The symptoms mainly covered nasal congestion, increased nasal secretions, headache, decreased vision and so on. Pathological grade Ⅱ, Ⅲ and Ⅳ was identified in two cases, one case and two cases, respectively. Modified Kadish stage B, C and D was detected in one case, two cases and two cases, respectively. All patients underwent surgery, chemotherapy, and radiation therapy. Among the five patients, four survived and one died. The follow-up time was 22.3 (10.4-56.4) months, and the recurrence rate was 0. ONB should be suspected when tumors are presented in the upper and middle parts of the nasal cavity, especially dumbbell shaped masses that grow towards the nasal cavity and intracranial area based on imaging. The multimodality therapy of ONB comprising of surgery and chemotherapy, can achieve good therapeutic effects and prognosis, but long-term follow-up is required.

Primary mucosal malignant melanoma (PMMM) of nasal cavity: A report of two cases.

ABSTRACT: Primary mucosal malignant melanoma of the nasal cavity is a rare tumor with aggressive behavior and a dismal prognosis. An extremely rare tumor that accounts for 0.7% to 1% of all melanomas in Caucasian populations and between 4% and 8% of malignant tumors of the nasal cavity and paranasal sinuses. Taking into account the rarity, it is important to note that malignant melanoma should be considered when making a differential diagnosis of tumors of the nose and paranasal sinuses. Two cases of primary malignant melanoma of the nasal cavity both arising in females, one in a 60-year-old and the other in a 64-year-old, both of whom presented with nasal obstruction and brief symptomatic epistaxis are being presented here. The diagnosis being confirmed by a histopathological examination along with an immunohistochemical analysis by using S100 and HMB45.

Olfactory neuroblastoma: A rare sinonasal malignancy.

Olfactory neuroblastoma is a rare malignant tumour arising from the olfactory nerve and extending into the nasal cavity. In this case report, the case of a 42-year-old male is presented. The patient had a two-month history of progressive nasal blockage and episodes of epistaxis. No complaint of anosmia or facial pain was reported. All the necessary examinations were performed. Upon investigation, the CT scan and MRI showed a polypoid mass involving the right maxillary sinus, eroding the medial wall and expanding into the osteo-meatal complex. The diagnosis of olfactory neuroblastoma was confirmed through histopathological examination and further validated by immunohistochemistry as it was positive for synaptophysin, chromogranin, gamma enolase, and neurofilament. On staging, the tumour was Kadish B. The mass was excised by lateral rhinotomy. The patient was kept on radiotherapy and was free from recurrence upon follow-up 10 months later. It was concluded that based on the analysis of findings related to olfactory neuroblastomas, clinicians should contemplate the possibility of an ONB when radiographic images depict a dumbbell-shaped mass within the nasal cavity, accompanied by peritumoural cysts. Using a multimodal treatment approach is advisable.

Ectopic adrenocorticotropic hormone syndrome in patients with olfactory neuroblastoma.

Olfactory neuroblastomas rarely secrete adrenocorticotropic hormone, leading to ectopic adrenocorticotropic hormone syndrome. However, the prevalence, timing, and triggers of ectopic adrenocorticotropic hormone syndrome in patients with olfactory neuroblastomas remain unclear. This study aimed to investigate these factors and conduct a literature review. Fifteen patients with olfactory neuroblastomas who underwent surgery at our institution were included. The prevalence of ectopic adrenocorticotropic hormone syndrome development was assessed by evaluating adrenocorticotropic hormone expression using immunohistochemistry. Furthermore, 26 patients with olfactory neuroblastomas who developed ectopic adrenocorticotropic hormone syndrome from previous reports were reviewed. Among the 15 patients, three (20%) showed adrenocorticotropic hormone-positive tumor cells at the time of initial surgery, and two (13%) developed ectopic adrenocorticotropic hormone syndrome. The timing of developing ectopic adrenocorticotropic hormone syndrome was 2.5 and 10 years following the initial treatment of olfactory neuroblastoma. Based on the literature review, nine patients with recurrent and metastatic olfactory neuroblastoma developed ectopic adrenocorticotropic hormone syndrome after the initial surgery, of whom, three had confirmed disease after developing ectopic adrenocorticotropic hormone syndrome, three developed during disease progression, two developed after receiving chemotherapy, and one developed after undergoing a biopsy. The timing of ectopic adrenocorticotropic hormone syndrome was 2.5-15 years after initial treatment. Our study revealed that acknowledging olfactory neuroblastomas can manifest as ectopic adrenocorticotropic hormone syndrome with a certain low prevalence is crucial. Moreover, our study speculated that tumor stimulation, such as biopsy or chemotherapy, as well as disease progression, could trigger ectopic adrenocorticotropic hormone syndrome onset. Thus, olfactory neuroblastomas can develop into ectopic adrenocorticotropic hormone syndrome, even long after the initial treatment.

[Analysis of imaging features of rare tumors in nasal cavity and paranasal sinus].

Objective:To explore the imaging features of rare tumors of nasal cavity and sinuses, and to improve the understanding of these diseases, thereby aiding clinical diagnosis and treatment. Methods:The CT and MRI findings of 79 cases of rare neoplasm of nasal cavity and sinuses confirmed by pathology were retrospectively analyzed, and the imaging features were summarized. Results:Among the 79 cases, there were 16 cases of neuroendocrine carcinoma, most showing expansive and infiltrative bone destruction without hyperosteogeny and sclerosis. The sphenoid sinus exhibited a "pigeon" shape. In 28 cases of malignant melanoma, MRI signals were diverse, typical signals were rare, but mixed signals were more common. In 12 cases of rhabdomyosarcoma, MRI enhancement mostly showed "grape-like" enhancement and partial ring enhancement; There were 10 cases of olfactory neuroblastoma, the lesions were consistent with the distribution area of olfactory mucosa, most of them were lobulated, marginal nodules, and "flower ring" enhancement, and 2 cases grew across intracranial and external, with multiple cystic lesions and surrounding flaky edema bands. In 5 cases of solitary fibrous tumor, Benign tumors had regular shape and uniform density, while malignant tumors had irregular shape and uneven density, The enhancement was obviously uneven and showed a "pattern" change. There were 2 cases of sarcomatoid carcinoma, both with lobed appearance, uneven density, lamellar low-density shadow, and osteolytic bone destruction. In 4 cases of schwannoma, the enhancement showed obvious inhomogeneous enhancement. One case showed cystic necrosis, one case showed calcification, and the surrounding structure was compressed without damage. There was 1 case of neurofibroma, with many cystic components, low signal separation and compartmentalized enhancement. One case of paraganglioma showed moderate enhancement in the arterial phase and progressive enhancement in the venous phase, accompanied by significant swelling bone destruction. Conclusion:Rare tumors of nasal cavity and paranasal sinuses have distinctive imaging features. CT and MRI can effectively show the extent of the lesions and the degree of infiltration into adjacent tissues and organs, which is helpful for early clinical diagnosis and staging. However, definitive diagnosis still depends on pathology and immunohistochemistry.

A Case of Olfactory Neuroblastoma Developing Bilateral Retropharyngeal Lymph Node Metastasis 14-years After Skull Base Surgery.

Olfactory neuroblastoma (ONB) is an uncommon malignant tumor and is usually treated by a multidisciplinary approach includes surgery, radiotherapy, and chemotherapy. A 62 years-old male had a tumor in the nasal cavity and diagnosed as ONB with Kadish A stage. Anterior skull base surgery was performed as radical treatment. Since the surgical margin was negative, no postoperative radiotherapy was administered. 14 years after the surgery, bilateral otitis media with effusion (OME) was occurred, we found the recurrence tumor at bilateral retropharyngeal lymph node (RPLN) which surrounded the internal carotid arteries. Since these were unresectable, we planned chemoradiotherapy which was 70Gy of intensity modulated radiotherapy combined with two courses of carboplatin and etoposide. The tumor volume was reduced and bilateral OME were improved. He has been alive for 3 years after salvage treatment. Although ONB has a relatively good prognosis, it is known to often cause cervical lymph node metastasis. Grades III and IV of Hyams classification are considered high risk. This case, initial tumor was limited in the nasal cavity and its clinical classification was early stage, but Hyams classification was grade III. In reference to this case, considering that RPLN metastasis are difficult to radically resect at the salvage surgery, including this area in postoperative radiotherapy was considered an option.

Endoscopy-assisted medial canthus incision for olfactory neuroblastoma: a case report.

Sinonasal malignant tumors are a group of uncommon malignancies that account for less than 1% of all tumors. These tumors often involve the maxillary sinus and nasal cavity, with less cumulative incidence in the ethmoidal sinus, sphenoidal sinus, and frontal sinus. The lack of consensus on the management of sinonasal malignancies is due to their rarity, diagnostic challenges, and the heterogeneity of treatments. In this paper, we present a case of endoscopic-assisted medial canthus incision combined with radiotherapy in the treatment of sinonasal malignant tumors, with the aim of providing valuable insights to clinicians on the management of these tumors.

Nasal Cavity and Paranasal Sinus Cancer: Diagnosis and Treatment.

PURPOSE OF REVIEW: The purpose of this review is to analyze the diagnosis and treatments of the sinonasal malignant tumors throw systematic reviewed literature. The systematic review of the literature was performed according to PRISMA guidelines. RECENT FINDINGS: Total 11,653 cases of five article were analyzed. The cohort of 3824 cases received appropriate treatment. The most frequent histotype of the group of sinonasal malignancies was squamous cell carcinoma. Squamous cell carcinoma was represented by 54%. The other histopathological subtypes were esthesioneuroblastoma with 9,9%, melanoma 9,8%, adenocarcinoma 7,5%, sarcoma 7,3%, adeno cystic carcinoma 7,1%, sinonasal undifferentiated carcinoma 3,9%, sinonasal neuroendocrine carcinoma 2,8% respectively. All 772 cases of total 3824 were treated only surgically. All 62 cases of total 3824 were treated without surgery, 20 cases with proton technique and SFUD, and 42 cases with proton technique and IMRT. The other 2990 cases of total 3824 were treated with multimodality treatment. The diagnosis and treatment of sinonasal cancers require a interdisciplinary approach and multimodality treatment.

[Clinical analysis of 12 cases of solitary fibrous tumors in nasal cavity, sinuses and skull base].

Objective:To summarize and analyze the clinical manifestations, diagnosis and management and prognostic features of solitary fibrous tumor（SFT） in nasal cavity, sinus and skull base. Methods:The clinical data of 12 patients with STF from nasal cavity, sinus and cranial base admitted to the Affiliated Hospital of Qingdao University from April 2014 to January 2022 were retrospectively analyzed, including 4 patients admitted to the department of Otolaryngology head and neck surgery and 8 patients admitted to the department of skull base surgery The clinical characteristics, diagnosis, management and prognosis were analyzed. Results:Twelve patients were included in this research, including 7 males and 5 females. All patients received surgical treatment, and 4 patients also received postoperative adjuvant chemoradiotherapy. After follow-up for 12-60 months, 4 patients with adjuvant radiotherapy and chemotherapy had a good prognosis, and among 8 patients who did not receive radiotherapy and chemotherapy, 6 patients had good prognosis and 2 patients showed relapse. Four patients with a history of recurrence of SFT after surgery were admitted to our hospital for surgical treatment, in which 1 patient had relapse after surgery, and none had metastasis. Nasal cavity and sinus to skull base SFT is rare. The most effective treatment for this disease is surgical resection, and postoperative adjuvant chemoradiation and long-term follow-up can achieve a better prognosis. En bloc resection is the key to treatment success.

[NUT cancer of nasal cavity and sinuses: a case report and literature review].

NUT Carcinoma（NC） is a rare malignant tumor of unknown origin, which is highly aggressive. It is characterized by chromosome rearrangement accompanied by NUTM1 gene. The pathological manifestations were sudden and focal squamous in poorly differentiated or undifferentiated carcinoma. NUTM1gene rearrangement can be used to diagnose NC. The prognosis of NUT cancer is poor. Clinically, there is no established treatment plan. treatment options mainly comprise surgery, radiotherapy and chemotherapy. A 74-year-old patient with NC of the nasal cavity and sinuses was reported. Her clinical presentation was right nasal congestion with facial swelling. Sinus CT and MRI showed soft tissue density in the right nasal cavity and maxillary sinus with bone destruction. After admission, the patient underwent nasal endoscopic biopsy, and the postoperative pathological FISH staining showed BRD4/NUT fusion t（15, 19）. The tumor was significantly reduced after two courses of sequential chemoradiotherapy. Two months later, the patient underwent a partial maxillary resection due to the rapid regrowth of sinusoidal mass, invading the hard palate. The patient died 2 months after surgery due to multiple organ failure resulted from tumor metastasis, with a survival time of 11 months. The clinical characteristics, diagnosis and treatment of this case were reported and related literature was reviewed.

Papule Protruding Into the Nasal Cavity.

An 18-year-old male with no significant medical history presented for evaluation of a nasal papule that was asymptomatic without any associated pain, pruritus, or bleeding with no changes for a year. What is your diagnosis?

Development of an evaluation and treatment strategy for olfactory neuroblastoma: a review of evidence from large-scale studies, including population-based and multicenter studies, and meta-analyses.

Olfactory neuroblastoma is a rare sinonasal malignancy arising from the olfactory epithelium that is characterized by skull base involvement and a modest natural history. Because of its rarity and long course, identification of independent prognostic factors is dependent on multivariate analysis of large, long-term data. In this review, we outline evidence for the evaluation and treatment of olfactory neuroblastoma obtained from recent large-scale population-based studies, meta-analyses and multicenter studies. Hyams grade is currently the only pathological grade system for olfactory neuroblastoma. The modified Kadish staging and Dulguerov classification are available for clinical staging. The results of large-scale studies have confirmed Hyams, the modified Kadish and Dulguerov as independent prognostic factors. Surgery followed by radiotherapy provides the best overall survival and recurrence-free survival for resectable disease. The question of whether postoperative radiotherapy should be administered for all cases or only for those at risk of recurrence remains unanswered. Exclusively endoscopic resection is indicated for modified Kadish A/B cases without any increase in the risk of death or recurrence, and is also indicated for modified Kadish C cases if a negative surgical margin is ensured. For more advanced cases, such as those with extensive brain infiltration, the open approach is indicated. Elective nodal irradiation prevents late nodal recurrence of N0 patients. Chemotherapy has failed to show a benefit in survival or disease control. Current needs for olfactory neuroblastoma include the development and validation of refined staging systems suitable for current practice; expansion of indications for endoscopic surgery; less invasive surgery; definitive radiotherapy and novel systemic therapy.

Sinonasal seromucinous hamartoma: a single institution case series combined with a narrative review of the literature.

PURPOSE: This study aimed to investigate the clinical and histopathological characteristics of sinonasal seromucinous hamartomas (SHs). METHODS: Eight patients with sinonasal SH and treated at a tertiary hospital between November 2005 and September 2023 were included. Additionally, a systematic review of published articles was conducted, analyzing 48 cases of SH described in the literature. RESULTS: Among the eight patients treated at our institution, tumors originated from the posterior nasal cavity in four patients and middle turbinate and middle meatus were the primary origin in two patients each. Coexistence of inflammatory nasal polyps (NPs) was observed in four cases. Histopathologically, four patients exhibited focal respiratory epithelial adenomatoid hamartoma (REAH) features, and low-grade dysplasia was found in one patient. A combined analysis with previous literature revealed that 46.3% of all cases originated in the anterior nasal cavity. The proportions of cases accompanied by NPs and those with focal REAH features were 20.5% and 39.1%, respectively. Additionally, the frequencies of cases exhibiting dysplastic features (5.4%) and recurrence (2.1%) were low. Remarkably, tumors originating from the anterior region tended to have a higher frequency of dysplasia than those originating from the posterior region, although this difference was not statistically significant (p = 0.0996). CONCLUSION: Patients with sinonasal SH showed favorable treatment outcomes following surgical resection. Focal REAH features and accompanying NPs were frequently observed. A substantial proportion of cases originate in the anterior nasal cavity, and these tumors may exhibit a high tendency for dysplasia.

Non-intestinal-type adenocarcinoma of the nasal cavity and paranasal sinuses: an analysis of clinical characteristics and prognosis.

BACKGROUND: Non­intestinal adenocarcinoma of the nasal cavity and paranasal sinuses (non­ITAC) is a heterogeneous tumour that has rarely been reported in previous studies. We compared and analysed the symptoms, radiographic and pathological features, treatment methods, and prognosis of patients with low-grade (G1) and high-grade (G3) tumours. METHODS: This was a retrospective study included 22 patients with pathologically confirmed non-ITAC of the nasal cavity and paranasal sinuses who were treated between January 2008 and December 2021 at a single centre. Of these, 11 patients had G1 tumours, and 11 patients had G3 tumours. Clinicopathological features, treatment methods, and survival outcomes were analysed. RESULTS: The median follow-up period was 48.5 months. Nasal congestion was the most common initial symptom, and the nasal cavity was the most frequently involved site. For G1 tumours, the main treatment was simple surgery, 1 and 3­year overall survival (OS) rates were 100 and 88.9%, while the 1 and 3­year local control (LC) rates were 100 and 100%, respectively. For G3 tumours, the main treatments were surgery combined with radiotherapy and/or chemotherapy,1 and 3­year OS rates were 72.7 and 72.7%, while the 1 and 3­year LC rates were 100 and 90.91%, respectively. G3 tumours was associated with significantly shorter overall survival than G1 tumours (P = 0.035). Patients with stage III-IV showed shorter overall survival compared to stage I-II patients (P = 0.035). CONCLUSIONS: Non-ITAC of the nasal cavity and paranasal sinuses may frequently occur in the nasal cavity. The main treatment modality is surgery, supplemented by radiotherapy and chemotherapy. Pathological grade and tumour stage were poor prognostic factors for the disease.

Deep learning model for differentiating nasal cavity masses based on nasal endoscopy images.

BACKGROUND: Nasal polyps and inverted papillomas often look similar. Clinically, it is difficult to distinguish the masses by endoscopic examination. Therefore, in this study, we aimed to develop a deep learning algorithm for computer-aided diagnosis of nasal endoscopic images, which may provide a more accurate clinical diagnosis before pathologic confirmation of the nasal masses. METHODS: By performing deep learning of nasal endoscope images, we evaluated our computer-aided diagnosis system's assessment ability for nasal polyps and inverted papilloma and the feasibility of their clinical application. We used curriculum learning pre-trained with patches of nasal endoscopic images and full-sized images. The proposed model's performance for classifying nasal polyps, inverted papilloma, and normal tissue was analyzed using five-fold cross-validation. RESULTS: The normal scores for our best-performing network were 0.9520 for recall, 0.7900 for precision, 0.8648 for F1-score, 0.97 for the area under the curve, and 0.8273 for accuracy. For nasal polyps, the best performance was 0.8162, 0.8496, 0.8409, 0.89, and 0.8273, respectively, for recall, precision, F1-score, area under the curve, and accuracy. Finally, for inverted papilloma, the best performance was obtained for recall, precision, F1-score, area under the curve, and accuracy values of 0.5172, 0.8125, 0.6122, 0.83, and 0.8273, respectively. CONCLUSION: Although there were some misclassifications, the results of gradient-weighted class activation mapping were generally consistent with the areas under the curve determined by otolaryngologists. These results suggest that the convolutional neural network is highly reliable in resolving lesion locations in nasal endoscopic images.

Diagnostic accuracy of clinical visual assessment using endoscopic images for nasal cavity mass lesions.

Objectives: Discrimination of nasal cavity lesions using nasal endoscopy is challenging because of the differences in clinical manifestations and treatment strategies. We aimed to investigate the diagnostic accuracy of clinical visual assessment (CVA) of nasal cavity masses using endoscopic images and determine whether there is a difference according to pathologic class and the examiners' experience. Methods: We collected pathologically confirmed endoscopic images of normal findings, nasal polyp (NP), benign tumor, and malignant tumor (each class contained 100 images) randomly selected. Eighteen otolaryngologists, including six junior residents, six senior residents, and six board-certified rhinologists classified the test set images into four classes of lesions by CVA. Diagnostic performance according to the pathologic class and the examiner's experience level was evaluated based on overall accuracy, F1-score, confusion matrix, and area under the receiver operating characteristic curve (AUC). Results: Diagnostic performance was significantly different according to the pathological class of nasal cavity mass lesions with the overall accuracy reported high in the order of normal, NP, benign tumor, and malignant tumor (0.926 ± 0.100; 0.819 ± 0.135; 0.580 ± 0.112; 0.478 ± 0.187, respectively), F1 score (0.937 ± 0.076; 0.730 ± 0.093; 0.549 ± 0.080; 0.554 ± 0.146, respectively) and AUC value (0.96 ± 0.06; 0.84 ± 0.07; 0.70 ± 0.05; 0.71 ± 0.08, respectively). The expert rhinologist group achieved higher overall accuracy than the resident group (0.756 ± 0.157 vs. 0.680 ± 0.239, p < .05). Conclusion: CVA for nasal cavity mass was highly dependent on the pathologic class and examiner's experience. The overall accuracy was reliably high for normal findings, but low in classifying benign and malignant tumors. Differential diagnosis of lesions solely based on nasal endoscopic evaluation is challenging. Therefore, clinicians should consider further clinical evaluation for suspicious cases.