A Case of Sinonasal Inverted Papilloma Suspected as Postoperative Recurrence of Eosinophilic Chronic Rhinosinusitis.

Chronic rhinosinusitis (CRS) is a persistent inflammatory disease affecting the nasal and paranasal sinus tissues, classified into two main categories: one associated with nasal polyps (CRSwNP) and one without them (CRSsNP). A particular form of CRSwNP, known as eosinophilic CRS (ECRS), is distinguished by the excessive presence of eosinophils in the affected tissues. While surgical intervention and corticosteroids are the standard treatments, high relapse rates have led to increasing interest in biological treatments. Inverted papilloma (IP), a benign yet recurrent tumor with potential for malignancy, often complicates diagnosis when concurrent inflammation is present. We present a case of a 56-year-old man with a long-standing history of ECRS, initially suspected to have experienced a recurrence. Imaging suggested the possibility of IP, but biopsy results showed a marked increase in eosinophil levels. Following surgery, the diagnosis of IP was confirmed, and no malignancy was found. A year after surgery, the patient remained free of recurrence. This case emphasizes the difficulty of differentiating ECRS from IP due to their overlapping histological features. To ensure accurate diagnosis, a thorough evaluation combining radiological, endoscopic, and pathological methods is crucial.

Risk Factors for Recurrence after Surgical Resection of Sinonasal Inverted Papilloma.

Introduction Sinonasal inverted papilloma (SNIP) is a rare benign epithelial tumor of the nasal cavity and paranasal sinuses that accounts for 0.4% and 4.7% respectively, of all tumors of this anatomical region. Objective To analyze the outcomes after surgical resection of SNIP and identify the risk factors for recurrence in a Swiss tertiary center. Methods We conducted a retrospective review of all cases of SNIP treated at the Lausanne university hospital between 2005 and 2018. All data available on the patients and tumors were collected for analysis. We studied the recurrence rate and looked for risk factors. Results We included 57 patients with a mean age of 55.5 years. There were 46 primary cases (80.7%) and 11 recurrences (19.3%). Maxillary sinus was the most frequent location (33.3%). Approximately half of the patients (52.6%) presented with a T3 tumor according to the Krouse classification. The mean recurrence rate after surgery was of 17.5% and it was more frequent among the patients in the recurrence group (45.5%) than among the primary cases (10.9%), reaching statistical significance (odds ratio [OR] = 6.8; 95% confidence interval [95%CI]: 1.5-30.8; p = 0.0165). Most patients were treated endoscopically (94.7%). Frontal sinus location, higher Krouse stage, and combined approach seemed to increase the risk of recurrence, but without statistical significance. Conclusion Difficult surgical access, as in the case of tumors located in the frontal sinus, higher stage of the disease, and previously operated cases carry the higher risk of incomplete resection and recurrence.

Management of frontal sinus and frontal recess inverted papilloma: our experience and systematic review.

Objective: For frontal sinus inverted papilloma (FSIP) management, an endoscopic endonasal approach (EEA) can be combined (or not) with an external approach by an osteoplastic flap (OPF) or with a more conservative open approach. The present study aims to describe our experience in the management of FSIP, focusing on disease-related and anatomical features influencing outcomes and recurrence. Methods: This case series of FSIP investigated anatomical and disease-related predictors of recurrence associated with EEA or a combined EEA-OPF approach. A systematic review was also performed, selecting publications on IP with the insertion point in the frontal sinus or frontal recess. Results: Among 30 patients included, 18 underwent EEA, while 12 received a combined EEA-OPF approach. During a median follow-up of 37 months, the frontal sinus was cleared of IP in all cases except 2 in the EEA group, who presented a complex posterior wall shape of the frontal sinus. From the systematic review, a combined EEA-OPF approach was associated with a lower risk of recurrence. Conclusions: A correct indication for a combined EEA-OPF approach is paramount and should integrate all disease-related and anatomical features, including posterior wall shape.

Frontal Sinus Adenocarcinoma: A Rare Case of Diagnostic Re-evaluation From Inverted Papilloma.

Adenocarcinoma of the frontal sinus is extremely rare. We present a primary frontal sinus adenocarcinoma masquerading as an inverted papilloma (IP). Here, we reviewed various clinical presentations, investigations, and management of frontal sinus adenocarcinoma. A 48-year-old male presented with nasal bridge swelling one month following endoscopic sinus surgery for frontal sinus inverted papilloma. Progressively enlarging swelling with persistent pressure symptoms drew doubts regarding previously proven diagnosis. Imaging studies put us at the management crossroads of malignancy versus infection (osteomyelitis). The complexity of this case prompted a multidisciplinary team approach, eventually leading to a revision surgery for re-evaluation. Re-excision of the frontal sinus tumor was later proven to be adenocarcinoma of the frontal sinus. This case underscores the importance of thorough follow-up and investigation in patients presenting with recurrent or persistent symptoms following sinus surgery. This case highlighted the need for a high index of suspicion and comprehensive diagnostic workup.

Histopathological Characteristics and Inflammatory Cell Infiltration in Sinonasal Inverted Papilloma.

BACKGROUND: Sinonasal inverted papilloma (SNIP) is a benign epithelial tumor with distinctive histopathological features. However, the role of inflammation in SNIP remains poorly characterized. OBJECTIVES: This study aimed to compare the histopathological patterns and inflammatory characteristics of SNIP with those of chronic rhinosinusitis with nasal polyps (CRSwNPs) or normal ethmoid sinus mucosa. METHODS: Fifty-eight tissue biopsies were prospectively collected from 38 patients with SNIPs, 12 CRSwNPs, and 8 normal ethmoid sinus mucosae. SNIP was histopathologically divided into four grades based on the extent of epithelial remodeling. The immunohistochemical characteristics of epithelial remodeling (p63, CK5) and infiltration of inflammatory cells (eg, eosinophils, neutrophils, and macrophages) and cytokines (eg, interleukin-1ß, interleukin-6, and tumor necrosis factor-α) were analyzed. RESULTS: Among the 38 SNIPs, 21.1%, 36.8%, 23.7%, and 18.4% were grades I, II, III, and IV, respectively. The expression levels of p63 and CK5 were significantly higher in SNIP than in the other two groups (both, p < 0.05). Neutrophil and macrophage infiltration was more pronounced in SNIP and with differences among the four grades. The expression levels of inflammatory cytokines were significantly higher in the SNIP group than in the CRSwNP group. A positive correlation between the expression levels of p63 and inflammatory cytokines was observed in both SNIPs and CRSwNPs. CONCLUSION: Excessive epithelial remodeling is an important histological feature of SNIP; it is accompanied by sinonasal mucosal inflammation.

Comparative analysis of traditional machine learning and automated machine learning: advancing inverted papilloma versus associated squamous cell carcinoma diagnosis.

KEY POINTS: Inverted papilloma conversion to squamous cell carcinoma is not always easy to predict. AutoML requires much less technical knowledge and skill to use than traditional ML. AutoML surpassed the traditional ML algorithm in differentiating IP from IP-SCC.

Quality-of-Life Outcomes Following Endoscopic Resection of Sinonasal Inverted Papilloma.

OBJECTIVES: There is growing interest in assessing patient quality of life (QOL) following treatment of sinonasal tumors, including inverted papilloma (IP). We aimed to elucidate the natural history of postoperative QOL outcomes in IP patients treated with surgery. METHODS: Cases of sinonasal IP treated surgically at 4 tertiary academic rhinology centers were retrospectively reviewed. SNOT-22 scores were used to evaluate QOL preoperatively and postoperatively (1, 3, 6, 12 months). Repeated-measures ANOVA assessed for differences in mean scores over time. Linear regression identified factors associated with QOL longitudinally. RESULTS: 373 patients were analyzed. Mean preoperative SNOT-22 score was 20.6 ± 20.4, which decreased to 16.3 ± 18.8 (p = 0.041) and 11.8 ± 15.0 (p < 0.001) at 1 and 3 months postoperatively, respectively. No further changes in SNOT-22 scores occurred beyond 3 months postoperatively (p > 0.05). When analyzed by SNOT-22 subdomains, nasal, sleep, and otologic/facial subdomain scores (all p < 0.05) demonstrated improvement at 12-month follow-up compared with preoperative scores; this was not observed for the emotional subdomain score (p = 0.800). Recurrent cases were associated with higher long-term SNOT-22 scores (ß = 7.08; p = 0.017). Age, sex, degree of dysplasia, prior surgery, primary site, and smoking history did not correlate with symptoms (all p > 0.05). CONCLUSIONS: QOL outcomes related to IP resection are largely driven by nasal, sleep, and otologic/facial subdomains, though patients appear to experience enduring improvement as early as 3 months postoperatively. Recurrent disease is a major driver of negative QOL. LEVEL OF EVIDENCE: 4 Laryngoscope, 2024.

Utilizing radiomics for differential diagnosis of inverted papilloma and chronic rhinosinusitis with polyps based on unenhanced CT scans.

To evaluate whether radiomics models based on unenhanced paranasal sinuses CT images could be a useful tool for differentiating inverted papilloma (IP) from chronic rhinosinusitis with polyps (CRSwNP). This retrospective study recruited 240 patients with CRSwNP and 106 patients with IP from three centers. 253 patients from Qilu Hospital were randomly divided into the training set (n = 151) and the internal validation set (n = 102) with a ratio of 6:4. 93 patients from the other two centers were used as the external validation set. The patients with the unilateral disease (n = 115) from Qilu Hospital were selected to further develop a subgroup analysis. Lesion segmentation was manually delineated in CT images. Least absolute shrinkage and selection operator algorithm was performed for feature reduction and selection. Decision tree, support vector machine, random forest, and adaptive boosting regressor were employed to establish the differential diagnosis models. 43 radiomic features were selected for modeling. Among the models, RF achieved the best results, with an AUC of 0.998, 0.943, and 0.934 in the training set, the internal validation set, and the external validation set, respectively. In the subgroup analysis, RF achieved an AUC of 0.999 in the training set and 0.963 in the internal validation set. The proposed radiomics models offered a non-invasion and accurate differential approach between IP and CRSwNP and has some significance in guiding clinicians determining the best treatment plans, as well as predicting the prognosis.

Sphenoid Inverted Nasal Papilloma Presenting as Chronic Headaches in a 21-Year-Old Patient: A Case Report and Literature Review.

An inverted papilloma is a rare, benign tumor that affects the nasal cavity and paranasal sinuses. The maxillary and ethmoid sinuses are the most commonly affected, while the involvement of the sphenoid sinus is rare and may be associated with malignancy. We describe the case of a 21-year-old female who presented with recurring headaches along with dizziness, difficulty concentrating, mild hypoacusis, and occasional nasal congestion. A CT of the sinuses showed a soft tissue lesion in the sphenoidal sinus with extension into the posterior ethmoidal cells. After the biopsy, the patient was ultimately diagnosed with sphenoid inverted nasal papilloma.

Multiple DNA Viruses and HPV Integration in Inverted Papilloma and Associated Sinonasal Carcinoma.

OBJECTIVES: Sinonasal inverted papilloma (IP) has a locally destructive growth pattern, can relapse, and can undergo malignant transformation (IP-associated sinonasal squamous cell carcinoma (IP-SNSCC)). Human papillomaviruses (HPV)-6 and -16 are frequently detected in IPs. To clarify the possible roles of other DNA viruses in IPs, we explored viruses not studied in this context before. With the setting of pre- and post-malignant transformation samples, we investigated HPV genomes in depth to assess the integration of HPV into the human genome and the presence of minor intratypic variants. MATERIALS AND METHODS: We analyzed 35 IP samples representing 28 individuals, of which six had IP-SNSCC. For virus screening, we applied qPCR to detect 16 different DNA viruses in three virus families, comprising herpesviruses, parvoviruses, and polyomaviruses. In addition, targeted next generation sequencing (NGS) was used for detailed HPV analysis. RESULTS: We detected herpes-, parvo-, and polyomaviruses in 13/28 (46%) patients, with codetections of multiple viruses in six (21%) patients. NGS revealed HPV16 DNA in 2/6 IP-SNSCC and in their respective earlier benign IP samples, as well as in a plasma sample from one of these patients. HPV6 was detected in two IP samples without subsequent malignant transformation. We identified sequence reads containing junctions of HPV6 and HPV16 and host genome suggestive of viral integration. HPV6 and HPV16 minor intratypic variants were present across pre- and post-malignant transformation, with mostly nonsynonymous mutations. CONCLUSIONS: Multiple DNA viruses were present in IPs. HPV16 was detected only in IP-SNSCCs or in tumors that later underwent malignant transformation. LEVEL OF EVIDENCE: 3 Laryngoscope, 2024.

Long-term results of nasolacrimal duct and inferior turbinate swing technique for inverted papilloma of the maxillary sinus.

Background: We developed a technique to preserve the entire nasolacrimal duct and inferior turbinate, by swinging the nasolacrimal duct upward and the inferior turbinate backward; that is, a nasolacrimal duct and inferior turbinate swing technique for sinonasal inverted papilloma of the maxillary sinus. In this study, we evaluated the long-term results of this technique. Methods: A retrospective analysis was performed on the data for 53 consecutive pathologically confirmed inverted papilloma patients who were treated using nasolacrimal duct and inferior turbinate swing technique. The frequency of recurrence, the degree of nasolacrimal duct and inferior turbinate preservation, and the frequency of adverse events were assessed. Results: The median follow-up period was 51 months (mean 62.5 months; range 10-187 months). No cases of recurrence within the maxillary sinus were observed among the cases treated using this technique, whereas three (5.7%) of the 53 cases experienced recurrence in areas other than the maxillary sinus. We could preserve the nasolacrimal duct in all cases. On the other hand, the inferior turbinate was resected during surgery in one case. No epiphora, dacryocystiits, numbness of the cheek, or collapse of the ala of the nose was observed. Conclusion: This nasolacrimal duct and inferior turbinate swing technique method is a safe and effective method for the excision of primary or recurrent inverted papilloma and demonstrates low rates of recurrence and complications.

Pneumocephalus with Inverted Papilloma in the Frontoethmoidal Sinus: Case Report and Literature Review.

Here, we describe the unique case of a pneumocephalus originating from an inverted papilloma (IP) in the frontoethmoidal sinus. A 71-year-old man with diabetes presented with headaches and altered consciousness. Imaging revealed the pneumocephalus together with bone destruction in the left frontal sinus. He underwent simultaneous endoscopic endonasal and transcranial surgery using an ORBEYE exoscope. Pathological diagnosis of the tumor confirmed IP. Post-surgery, the pneumocephalus was significantly resolved and the squamous cell carcinoma antigen level, which had been elevated, decreased. This case underscores the importance of a multidisciplinary approach and innovative surgical methods in treating complex sinonasal pathologies.

[Expression and clinical significance of serum squamous cell carcinoma antigen（SCCAg） in sinonasal inverted papilloma].

Objective:To compare the expression levels of SCCAg in inverted papilloma of the nasal sinuses and other sinuses and sinus masses. To investigate the correlation between the expression of SCCAg in sinonasal inverted papilloma and outcome. Methods:Sixty-eight patients with unilateral nasal and sinus masses admitted to the Otorhinolaryngology Center of the Affiliated Hospital of Guangdong Medical University from September 2020 to February 2023 were randomly selected, including 31 patients with inverted papilloma （experimental group） and 37 patients with unilateral nasal and sinus masses excluding inverted papilloma （control group）. The application of automatic chemiluminescence immunoassay to test the serum SCCAg of the experimental group before surgery and 1 week after surgery, and the control group to measure the serum SCCAg before surgery. Clinical data were also collected. Results:There was no significant difference between the experimental group and the control group in gender and preoperative peripheral blood inflammatory indicators. However, there was significant difference in age and preoperative serum SCCAg level（P<0.001）. The serum SCCAg levels of the experimental group before and 1 week after surgery were significantly different（P<0.001）. The positive predictive value, negative predictive value, sensitivity and specificity of serum SCCAg in the diagnosis of varus papilloma were 92.6%, 85.4%, 77.4%, 94.6% and 0.72, respectively. The effect of serum SCCAg in the diagnosis of varus papilloma was analyzed by drawing the subject's working characteristic curve, and the area under the curve was 0.968（P<0.001）. When serum SCCAg greater than 2.7 ng/mL, the sensitivity and specificity were 67.7% and 94.6%, respectively. There was statistical significance in serum SCCAg levels between patients with and without recurrence（P<0.05）. Conclusion:The level of SCCAg in unilateral nasal and sinuses tumors, excluding squamous cell carcinoma, was significantly increased in inverted papilloma. The detection of serum SCCAg can be used as a simple and cost-effective auxiliary diagnostic tool for patients with nasal inverted papilloma before operation. Significant differences in preoperative and postoperative levels can be used for preliminary evaluation of surgical efficacy. Monitoring the serum SCCAg level in patients with inverted papilloma after surgery can predict recurrence and provide a simple and feasible method for postoperative follow-up.

Clinical Outcome in Patients with Large Sinonasal Tumors with Intracranial Extension.

Objectives Malignant tumors of the sinonasal cavities with extension to the frontal skull base are rare and challenging pathologies. Combined-approach surgery using a frontobasal craniotomy and endoscopic sinus surgery with reconstruction of the anterior skull base followed by adjuvant radiotherapy is a preferred treatment strategy in selected cases. Morbidity and mortality rates are high in this population. We aim to add our experience to the current literature. Design We performed a retrospective cross-sectional single center study of the long-term clinical outcome in a tertiary university referral hospital in the Netherlands between 2010 and 2021. Descriptive statistics and frequency distributions were performed Participants Patient, tumor, treatment, complications and survival characteristics of eighteen consecutive patients were extracted from the electronic health records. Main Outcome Measures The primary outcome measures are progression free survival, overall survival and complication rate. Results Eighteen consecutive patients were included with a mean age of 61 (SD ± 10) years (range 38-80); ten males and eight females. Gross total resection was achieved in 14 (77%) patients. Eleven (61%) patients underwent local radiotherapy, one (5%) chemotherapy and three (17%) a combination of both. Mean follow-up duration was 49 months (range 3 - 138). Three (17%) patients died in hospital due to post-operative complications. Six (33%) patients died during follow-up due to disease progression. Mean progression-free survival was 47 months (range 0 - 113). Conclusion In conclusion, the overall survival was 50% for this group of patients with large sinonasal tumors. Progressive disease affects survival rate severely. Surgical complications were seen in five (28%) patients. Radiotherapy is associated with high complication rates. Radiation necrosis was a serious complication in two patients and could be treated with high dose steroids.

Matrix metalloproteinase-11 regulates inverted papilloma epithelial cell migration and invasion.

BACKGROUND: Inverted papilloma (IP) is a benign tumor characterized by epithelial proliferation, which has the potential for malignant transformation. However, the mechanisms driving this transformation are poorly defined. Matrix metalloproteinase-11 (MMP-11), a regulator of the tumor microenvironment that degrades extracellular matrix, is upregulated in IP with dysplasia. Here, we aim to investigate the role of MMP-11 in IP epithelial migration and invasion. METHODS: Human IP and contralateral normal sinus mucosa (control) samples were obtained. IP-derived epithelial cultures and normal mucosa-derived epithelial cultures were grown in air‒liquid interface, followed by immunostaining to assess MMP-11 expression in IP. Migration and invasion assays were used to evaluate the role of an anti-MMP-11 antibody on IP and control epithelial cultures. RESULTS: IP-derived cultures demonstrated strong MMP-11 expression compared to controls. Treatment with anti-MMP-11 blocking antibody significantly reduced epithelial migration only in IP-derived cells compared to non-treated IP cells, as seen by incomplete wound closure and reduced transepithelial resistance. In addition, inhibition of MMP-11 reduced IP epithelia's ability to invade through collagen-coated transwells, suggesting that MMP-11 plays a role in invasion. CONCLUSION: We established an in vitro model to study IP-derived epithelial cells. MMP-11 is uniquely expressed in IP epithelial cultures compared to control epithelial cultures. Inhibition of MMP-11 limits IP epithelial migration and invasion to levels similar to that of normal sinus mucosa. MMP-11 does not appear to have a functional role in normal sinus epithelium, suggesting that MMP-11 has a role in malignant transformation of IP.

Topical Application of 5-Fluorouracil for the Treatment of Sinonasal Adenocarcinoma and Inverted Papilloma.

BACKGROUND: Sinonasal tumors represent a rare and heterogeneous group of rhinologic neoplasms. Even with advancements in surgical approaches, mortality rates of patients with sinonasal adenocarcinoma (SNAC) have not significantly improved and persistently high rates of recurrence in certain patients with inverted papilloma (IP) are seen. The use of 5-fluorouracil (5-FU) has been successfully described as an adjuvant treatment of SNAC and in the prevention of IP recurrence. OBJECTIVE: This review aims to present the current evidence on the management of SNAC and IP with topical 5-FU. METHODS: A three-author independent literature review was conducted to identify research involving the use of topical 5-FU for the treatment of SNAC and IP. A total of nine papers on the treatment of SNAC and IP were collected. RESULTS: The earliest study looking at the combination of adjuvant low-dose radiation and topical 5-FU for adenocarcinoma of the ethmoid sinus showed a 5-year survival rate of 100%. A follow-up study evaluating a similar protocol reported adjusted disease-free survival at 2, 5, and 10 years of 96%, 87%, and 74%, respectively. Similar results have been demonstrated for adjuvant 5-FU use following endoscopic resection and have even been described in the novel setting of transcutaneous 5-FU delivery following frontal trephination. Topical 5-FU has also been described in the treatment of aggressive IP. The largest case series described the use of 5-FU for eighteen cases and demonstrated only a single recurrence. CONCLUSION: The use of topical 5-FU currently represents an underutilized therapeutic modality within the treatment of rhinologic neoplasms. Available literature suggests that neoadjuvant use of topical 5-FU can improve survival and decrease recurrence for SNAC and IP. However, the small sample sizes prevent advocation for routine use in the general population and further research on 5-FU is necessary.

Prospective Analysis of Squamous Cell Carcinoma Antigen-1 and -2 for Diagnosing Sinonasal Inverted Papilloma.

Background: The goal of this research was to confirm whether preoperative serum squamous cell carcinoma antigen (SCCA)-1 and -2 levels are useful diagnostic markers for sinonasal inverted papilloma (IP) in a prospective study. Methods: Participants were 102 patients who underwent consecutive endoscopic sinus surgery: 18 with IP, two with other types of papilloma, 77 with chronic rhinosinusitis, four with sinonasal cancer, and one with hemangioma. SCCA-1 and SCCA-2 were measured preoperatively by an automatic chemiluminescence immunoassay and an enzyme-linked immunosorbent assay, respectively. Results: SCCA-1 and SCCA-2 values were significantly correlated (r = 0.603, p < 0.001). Receiver operating characteristic analysis for differentiating papilloma (IP and other types of papilloma) from other diseases yielded an area under the curve of 0.860, with a Youden index of 1.75. Combined with SCCA-2 analysis, the detection system had a sensitivity and specificity of 0.65 and 0.98, respectively. While our study did not find a strong link between SCCA levels and skin or lung diseases, smoking status may influence SCCA levels in IP patients (p = 0.035). We recommend a cutoff value of 1.8 ng/mL for SCCA-1 in IP diagnosis. Conclusions: SCCA-1 and SCCA-2 when combined with imaging and pathology hold promise for enhancing the preoperative detection of IP, which would be a valuable contribution to clinical practice.

The diagnostic value of image-enhanced endoscopy system in sinonasal inverted papilloma.

PURPOSE: This study aimed to evaluate the diagnostic value of image-enhanced endoscopy (IEE) in detecting sinonasal inverted papilloma (SNIP). METHODS: Overall, 86 patients with unilateral nasal papillary or lobulated neoplasms were included between July 2018 and June 2019. All patients underwent IEE examinations, and the diagnosis of all neoplasms was confirmed through postoperative pathology. Logistic regression analysis was conducted to screen for independent predictors of various types of vascular patterns of SNIP. Furthermore, a prognostic nomogram was constructed using the independent predictors screened by logistic regression analysis to evaluate its usefulness in distinguishing SNIP from nasal polyp (NP) and papillary mucosa folds (PMF). RESULTS: In total, 86 consecutive cases were observed, including 37 with SNIP, 40 with NP, and 9 with PMF. Logistic regression analysis showed that spot, corkscrew, and multilayered vascular patterns were independent predictors of SNIP diagnosis. Furthermore, a nomogram comprising the three independent risk factors was constructed with scores of 5, 2, and 3. The area under the receiver operating characteristic curve for predicting SNIP was 0.954, 0.66, 0.71, and 0.76 for the nomogram model, spot vascular pattern, corkscrew vascular pattern, and multilayered vascular pattern, respectively. CONCLUSION: The nomogram model based on spot, corkscrew, and multilayered vascular patterns in SNIP observed using IEE can be a useful diagnostic tool for predicting and distinguishing between NP and PMF.

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.

A Retrospective Analysis of Clinicopathological Features in 117 Isolated Maxillary Sinus Pathologies in a Tertiary Care Hospital.

Diagnosis of maxillary sinus pathologies is challenging. Herewith we describe the clinicopathological features in isolated maxillary sinus lesions in tertiary care hospital in Goa, India. The retrospective study included patients treated between 2017 and 2022, of all age groups and gender, who underwent either a biopsy or surgery, providing a histopathological diagnosis. Of the 117 pathologies, 88 (75.2%) were non-neoplastic. The overall frequency of pathologies were polyp in 40.2%, fungal lesions (18.8%), malignancy (13.7%), chronic rhinosinusitis (11.9%) and inverted papilloma (10.3%). There were 71 men (60.7%) and 46 women (39.3%). There were 10 patients (8.5%) below 20 years of age, of which 8 patients (80%) had non-neoplastic pathology. Common comorbidities were diabetes and hypertension, while symptoms were nasal blockage (75.2%), nasal discharge (47%) and ocular redness (16.2%). Each pathology was evaluated for demography, side of lesion, comorbidity, and symptoms. Most isolated maxillary sinus pathologies were benign lesions. However, a strong clinical suspicion and histopathological confirmation is needed for all lesions in all age groups due to a risk of malignancy.