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Yüce I, Oflaz Çapar A, Çetinaslan V, Deniz K, Vural A, Çağlı S, Doğan S, Gündoğ M. The Depth of Invasion and Level IV Cervical Node Metastasis in Patients with Clinically N0 Tongue Cancer. Head Neck Pathol 2024; 18:41. [PMID: 38727801 PMCID: PMC11087439 DOI: 10.1007/s12105-024-01647-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 04/16/2024] [Indexed: 05/13/2024]
Abstract
BACKGROUND The accurate indication for level IV dissection is crucial for preventing complications such as phrenic nerve damage and chylous fistulas in clinically N0 tongue cancer. Although the depth of invasion is an established independent risk factor for occult lymph node metastasis in tongue cancer, its relationship with level IV metastasis has not been evaluated. This study investigated the relationship between the depth of invasion and level IV nodal metastasis in clinically N0 tongue cancer. METHODS We retrospectively investigated clinical N0 patients who underwent glossectomy and level I-IV neck dissection. We examined lymph node metastasis, risk factors, and the relationship between depth of invasion and metastasis. RESULTS Our study included 58 patients, and no patient had isolated level IV metastasis. Additionally, there was no level IV metastasis in well-differentiated tumors. Tumor size, depth of invasion, differentiation, and perineural invasion were significantly associated with level IV neck metastasis. We found a critical tumor size of 2.5 cm and depth of invasion of 8 mm for level IV neck metastasis. CONCLUSION Based on our findings, we recommend that level IV dissection should be considered for poorly differentiated tumors, tumors greater than 2.5 cm in size, and those deeper than 8 mm. This study highlights the importance of depth of invasion as a prognostic factor for predicting level IV metastasis and suggests that our findings can be used to prevent unnecessary level IV dissections that may lead to complications in tongue cancer surgery.
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Affiliation(s)
- Imdat Yüce
- Department of Otorhinolaryngology Head and Neck Surgery, Erciyes University, Kayseri, Turkey
| | - Aslıhan Oflaz Çapar
- Department of Otorhinolaryngology Head and Neck Surgery, Erciyes University, Kayseri, Turkey.
| | - Veli Çetinaslan
- Department of Otorhinolaryngology Head and Neck Surgery, Erciyes University, Kayseri, Turkey
- Department of Otorhinolaryngology, Medicana Bahçelievler Hospital, Istanbul, Turkey
| | - Kemal Deniz
- Department of Pathology, Erciyes University, Kayseri, Turkey
| | - Alperen Vural
- Department of Otorhinolaryngology Head and Neck, Istanbul University - Cerrahpasa, Cerrahpasa Medical Faculty, Istanbul, Turkey
| | - Sedat Çağlı
- Department of Otorhinolaryngology Head and Neck Surgery, Erciyes University, Kayseri, Turkey
| | - Serap Doğan
- Department of Radiodiagnostics, Erciyes University, Kayseri, Turkey
| | - Mete Gündoğ
- Department of Radiation Oncology, Erciyes University, Kayseri, Turkey
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Lam V, O'Brien O, Amin O, Nigar E, Kumar M, Lingam RK. Oral cavity cancer and its pre-treatment radiological evaluation: A pictorial overview. Eur J Radiol 2024; 176:111494. [PMID: 38776803 DOI: 10.1016/j.ejrad.2024.111494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 05/02/2024] [Indexed: 05/25/2024]
Abstract
PURPOSE Oral cavity cancer, primarily squamous cell carcinoma (SCC), is a prevalent malignancy globally, necessitating accurate clinical assessment and staging to enable effective treatment planning. Diagnosis requires biopsy and is followed by surgical resection and reconstruction as the primary therapeutic modality. Imaging plays a pivotal role during this process, aiding in the evaluation of tumour extent, nodal involvement and distant metastases. However, despite its value, both radiologists and clinicians must recognise its inherent limitations. METHODS This pictorial review article aims to illustrate the application of various imaging modalities in the pre-treatment evaluation of oral cavity SCC and highlights potential pitfalls. It underscores the importance of understanding the anatomical subsites of the oral cavity, the diverse patterns of spread tumours exhibit at each site, alongside the role of imaging in facilitating informed management strategies, while also acknowledging its limitations. RESULTS The review delves into fundamentals of current staging including nodal involvement, while, emphasising imaging strategies and potential limitations. Finally, it touches on the potential of novel radiomic techniques in characterising tumours and predicting treatment response. CONCLUSIONS Pre-treatment oral cavity cancer staging reflects an ongoing quest for enhanced diagnostic accuracy and prognostic prediction. Recognising the value of imaging alongside its limitations fosters a multidisciplinary approach to treatment planning, ultimately improving patient outcomes.
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Affiliation(s)
- Vincent Lam
- Department of Radiology, Leicester Royal Infirmary, University Hospitals of Leicester NHS Trust, Infirmary Square, Leicester LE1 5WW, United Kingdom
| | - Owen O'Brien
- Department of Radiology, Northwick Park Hospital, London North West University Healthcare NHS Trust, Watford Road, London HA1 3UJ, United Kingdom
| | - Omed Amin
- Department of Radiology, Northwick Park Hospital, London North West University Healthcare NHS Trust, Watford Road, London HA1 3UJ, United Kingdom; Department of Radiology, Chelsea and Westminster NHS Foundation Trust, 369 Fulham Rd, London SW10 9NH, United Kingdom
| | - Ezra Nigar
- Department of Pathology, Northwick Park Hospital, London North West University Healthcare NHS Trust, Watford Road, London HA1 3UJ, United Kingdom
| | - Mahesh Kumar
- Department of Oral and Maxillofacial Surgery, Northwick Park Hospital, London North West University Healthcare NHS Trust, Watford Road, London HA1 3UJ, United Kingdom; Department of Oral and Maxillofacial Surgery, Hillingdon Hospital, The Hillingdon Hospitals NHS Foundation Trust, Pield Heath Rd, Uxbridge UB8 3NN, United Kingdom
| | - Ravi Kumar Lingam
- Department of Radiology, Northwick Park Hospital, London North West University Healthcare NHS Trust, Watford Road, London HA1 3UJ, United Kingdom.
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Cebeci S, Tokgoz N, Pula D, Yazol M, Ogut B, Sahin MM, Karamert R, Duzlu M. Efficacy of radiological depth of invasion measurements on magnetic resonance images acquired at different magnetic field strengths and imaging sequences in predicting cervical lymph node metastasis and other outcomes in tongue cancer. Oral Surg Oral Med Oral Pathol Oral Radiol 2023; 136:731-740. [PMID: 37586901 DOI: 10.1016/j.oooo.2023.07.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 07/07/2023] [Accepted: 07/16/2023] [Indexed: 08/18/2023]
Abstract
OBJECTIVES We investigated the correlation between magnetic resonance imaging (MRI) parameters and tumor pathological depth of invasion (pDOI), between pDOI and radiological DOI (rDOI), between rDOI and duration between biopsy and MRI, and between rDOI and duration between MRI and surgery to determine the efficacy of rDOI in identifying small lesions and other conditions. STUDY DESIGN We examined 36 adult patients who had been diagnosed histopathologically with cancer of the tongue and had undergone a glossectomy. Using 1.5 Tesla (T) and 3.0T MRI, we measured rDOI at the deepest infiltration point on 4 MRI sequences. We calculated the correlations between rDOI and the variables examined by Spearman rho analysis and evaluated the diagnostic performance of rDOI by receiver operating characteristic curve analysis. RESULTS Axial T2-weighted images using 1.5T MRI provided the closest approximation of pDOI. Although the correlation between rDOI and pDOI was significant, rDOI showed poor or acceptable discrimination in identifying small lesions and other conditions. There were no significant correlations between rDOI and the time between biopsy and MRI or between MRI and surgery. CONCLUSIONS The correlation between rDOI and pDOI is significant, but rDOI is ineffective in predicting malignancy and other conditions. Axial T2-weighted images using 1.5T MRI provide the closest approximation of pDOI.
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Affiliation(s)
- Suleyman Cebeci
- Department of Otorhinolaryngology/Head and Neck Surgery, Gazi University Faculty of Medicine, Ankara, Turkey.
| | - Nil Tokgoz
- Department of Radiology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Drilon Pula
- Department of Otorhinolaryngology/Head and Neck Surgery, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Merve Yazol
- Department of Radiology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Betul Ogut
- Department of Pathology, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Muammer Melih Sahin
- Department of Otorhinolaryngology/Head and Neck Surgery, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Recep Karamert
- Department of Otorhinolaryngology/Head and Neck Surgery, Gazi University Faculty of Medicine, Ankara, Turkey
| | - Mehmet Duzlu
- Department of Otorhinolaryngology/Head and Neck Surgery, Gazi University Faculty of Medicine, Ankara, Turkey
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Vijayalakshmi KR, Jain V. Accuracy of magnetic resonance imaging in the assessment of depth of invasion in tongue carcinoma: A systematic review and meta-analysis. Natl J Maxillofac Surg 2023; 14:341-353. [PMID: 38273911 PMCID: PMC10806321 DOI: 10.4103/njms.njms_174_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 03/19/2023] [Accepted: 03/27/2023] [Indexed: 01/27/2024] Open
Abstract
Tongue carcinoma constitutes 10.4-46.9% of all oral squamous cell carcinomas (OSCCs) and is notoriously known for invading tissues deeper than the evident gross margins. The deeper the tumor invades, the higher are its chances of future morbidity and mortality due to extensive neck dissection and risk of recurrence. Magnetic resonance imaging (MRI) is a noninvasive diagnostic aid used for measuring a preoperative tumor's depth of invasion (DOI) as it can efficiently outline soft tissue tumors from adjacent normal tissue. To assess various MRI modalities used in measuring DOI in tongue carcinoma and their reliability compared with other DOI measuring modalities. The protocol was registered in the International Prospective Register of Systematic Reviews (PROSPERO) database (CRD42022330866), and the following Preferred Reporting Items for a Systematic Review and Meta-Analysis (PRISMA) Diagnostic Test Accuracy guidelines were performed. PubMed electronic database was searched using a combination of keywords for relevant articles in the English language since 2016. Critical appraisal was carried out using the Quality Assessment of Diagnostic Accuracy Studies-Comparative (QUADAS-C) risk-of-bias (RoB) assessment tool. A weighted mean difference (WMD) was calculated between MRI and histopathological DOI along with pooled correlation and subgroup analysis, where possible. A total of 795 records were retrieved of which 17 were included in the final review with 13 included for meta-analysis. A high RoB was found for most studies for all parameters except flow and timing. WMD showed a statistically significant MRI overestimation of 1.90 mm compared with histopathology. Subgroup analysis showed the 1.5 Tesla machine to be superior to the 3.0 Tesla machine, while imaging sequence subgroup analysis could not be performed. MRI is a viable preoperative DOI measurement modality that can help in efficient treatment planning to decrease surgical morbidity and mortality.
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Affiliation(s)
| | - Vanshika Jain
- Department of Oral Medicine and Radiology, Government Dental College and Research Institute, Bangalore, Karnataka, India
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Joshi S, Bagade S, Naik C, Deore P, Garad A. Accuracy of Magnetic Resonance Imaging in Detecting Tumor Depth of Invasion in Squamous Cell Carcinoma of the Tongue: A Systematic Review. J Maxillofac Oral Surg 2023; 22:720-727. [PMID: 37534361 PMCID: PMC10390425 DOI: 10.1007/s12663-023-01886-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 03/01/2023] [Indexed: 08/04/2023] Open
Abstract
Objective The objective of the study was to detect the accuracy of Magnetic Resonance Imaging (MRI) in assessing tumor depth of invasion (DOI) in squamous cell carcinoma (SCC) of the tongue. Material and Methods The electronic search of PubMed (including MEDLINE), COCHRANE CENTRAL and Google Scholar search engine for articles published from January 1, 2000, to September 31, 2021, was conducted and also searched the lists of references of relevant articles and reviews for studies involving patients with squamous cell carcinoma of the tongue. Results A total of 5362 articles were retrieved in the initial search. After the initial search process, 13 full-text articles were reviewed. Out of these 13 articles, seven met the inclusion criteria and were thus included in this systematic review. Conclusion The MRI-determined DOI based on T1-weighted sequences increases with increasing T stage. There is the highest correlation between the MRI-derived DOI and the histopathological DOI with increasing T stage. Therefore, MRI provides satisfactory diagnostic accuracy for measuring tumor DOI and, thus, may be considered a predictor of tumor stage.
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Affiliation(s)
- Sanjay Joshi
- Present Address: Department of Oral and Maxillofacial Surgery, TPCT’s Terna Dental College and Hospital, Plot No 12, opposite to Nerul West Railway station, sector 22, Nerul, Navi Mumbai, Maharashtra 400706 India
| | - Sachin Bagade
- Present Address: Department of Oral and Maxillofacial Surgery, TPCT’s Terna Dental College and Hospital, Plot No 12, opposite to Nerul West Railway station, sector 22, Nerul, Navi Mumbai, Maharashtra 400706 India
| | - Charudatta Naik
- Present Address: Department of Oral and Maxillofacial Surgery, TPCT’s Terna Dental College and Hospital, Plot No 12, opposite to Nerul West Railway station, sector 22, Nerul, Navi Mumbai, Maharashtra 400706 India
| | - Prachi Deore
- Present Address: Department of Oral and Maxillofacial Surgery, TPCT’s Terna Dental College and Hospital, Plot No 12, opposite to Nerul West Railway station, sector 22, Nerul, Navi Mumbai, Maharashtra 400706 India
| | - Aarti Garad
- Present Address: Department of Oral and Maxillofacial Surgery, TPCT’s Terna Dental College and Hospital, Plot No 12, opposite to Nerul West Railway station, sector 22, Nerul, Navi Mumbai, Maharashtra 400706 India
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Deganello A, Bosio P, Giannini L, Parolini F, Berretti G, Sordi A, Rampinelli V, Gualtieri T. Matrix for Mucosal Regeneration in Transoral Glossectomy for Squamous Cell Carcinoma: Objective and Subjective Functional Evaluation. Curr Oncol 2023; 30:1354-1362. [PMID: 36826065 PMCID: PMC9954828 DOI: 10.3390/curroncol30020104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 01/13/2023] [Accepted: 01/16/2023] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Numerous options to manage local reconstruction following transoral partial glossectomy are possible. In this work, we present our experience using a matrix for mucosal regeneration, Integra®, after transoral resections of squamous cell carcinoma of the oral tongue. METHODS A retrospective analysis of patients treated for tongue carcinoma and reconstruction with Integra®, from September 2017 to September 2022. Functional outcomes were evaluated by measuring swallowing and speech abilities, tongue motility, and subjective quality of life. RESULTS The series accounts for 13 consecutive patients, staged from Tis to T3, no positive resection margins were found, average defect size was 17.8 cm2. The average histologically measured depth of invasion was 4.1 mm (range 2-12 mm), and no recurrences were observed during follow-up. All patients maintained excellent swallowing function, the average number of recognized words by an external listener during a phone call was 70.5 out of 75, the lingual motility test was good (a mean score of 4.5 out of 6 movements correctly executed) and subjective questionnaires results were optimal. Less satisfying functional results were recorded in elderly patients receiving a wider surgical resection. CONCLUSIONS This reconstructive technique for allows obtaining optimal healing and functional outcomes in patients with tumors suitable for transoral glossectomy.
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Affiliation(s)
- Alberto Deganello
- Otolaryngology Head and Neck Surgery Department of IRCCS, National Cancer Institute (INT), 20133 Milan, Italy
- Otolaryngology Head and Neck Surgery Department, Spedali Civili di Brescia, 25123 Brescia, Italy
- Correspondence: ; Tel.: +39-0223902793
| | - Paolo Bosio
- Otolaryngology Head and Neck Surgery Department, Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Lorenzo Giannini
- Otolaryngology Head and Neck Surgery Department of IRCCS, National Cancer Institute (INT), 20133 Milan, Italy
| | - Federico Parolini
- Otolaryngology Head and Neck Surgery Department, Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Giulia Berretti
- Otolaryngology Head and Neck Surgery Department, Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Alessandra Sordi
- Otolaryngology Head and Neck Surgery Department, Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Vittorio Rampinelli
- Otolaryngology Head and Neck Surgery Department, Spedali Civili di Brescia, 25123 Brescia, Italy
| | - Tommaso Gualtieri
- Otolaryngology Head and Neck Surgery Department, Spedali Civili di Brescia, 25123 Brescia, Italy
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Correlation between radiologic depth of invasion and pathologic depth of invasion in oral cavity squamous cell carcinoma: A systematic review and meta-analysis. Oral Oncol 2023; 136:106249. [PMID: 36417807 DOI: 10.1016/j.oraloncology.2022.106249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 11/11/2022] [Accepted: 11/11/2022] [Indexed: 11/21/2022]
Abstract
OBJECTIVES To comprehensively assess the correlation between radiologic depth of invasion (rDOI) and pathologic depth of invasion (pDOI) in oral cavity squamous cell carcinoma (OSCC) by meta-analysis. MATERIALS AND METHODS PubMed and Embase databases were searched to find pertinent articles reporting rDOI of OSCC. Studies evaluating the correlations and mean differences (MDs) between rDOI and pDOI were included. The rDOI was measured based on ultrasound (US), computed tomography (CT), or magnetic resonance imaging (MRI). The correlation coefficients and MDs between rDOI and pDOI were meta-analytically pooled. Between-study heterogeneity was assessed using Higgins' inconsistency index (I2). Subgroup analysis was performed based on imaging modality. RESULTS Twenty-three studies with 1787 patients were included. The pooled correlation coefficient and MD were 0.86 (95 % confidence interval [CI], 0.82-0.90; I2 = 66.9 %) and 1.84 mm (95 % CI, 1.02-2.65 mm; I2 = 88.2 %), respectively. In subgroup analysis, MRI showed the largest MD (n = 12, 2.61 mm), followed by US (n = 2, -0.41 mm) and CT (n = 2, 0.12 mm). US showed the highest correlation coefficient (n = 3, 0.91), followed by MRI (n = 12, 0.85) and CT (n = 3, 0.82). CONCLUSION rDOI measured by US, CT, and MRI demonstrated excellent correlations with pDOI.
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Preoperative evaluation of depth of invasion in oral tongue squamous cell carcinoma: A systematic review and meta-analysis. Oral Oncol 2023; 136:106273. [PMID: 36521381 DOI: 10.1016/j.oraloncology.2022.106273] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 11/12/2022] [Accepted: 11/30/2022] [Indexed: 12/15/2022]
Abstract
The inclusion of depth of invasion (DOI) in the American Joint Committee on Cancer's staging system for oral cavity squamous cell carcinoma (SCC) has major clinical impacts. Recent studies have evaluated the reliability of imaging modalities and biopsy techniques to measure DOI preoperatively. The objective of this systematic review and meta-analysis was to comprehensively include all previously described methods to measure preoperative DOI in oral tongue SCC (OTSCC) and to compare their reliability. A systematic review was conducted on PubMed, Embase and Cochrane according to the PRISMA guidelines. Studies that evaluated the reliability of DOI measured on biopsy or imaging (rDOI) by comparing it to DOI on histopathology (pDOI) were included for extraction. A meta-analysis was conducted to obtain pooled correlation coefficients for each imaging modality. The pooled correlation coefficients between rDOI and pDOI were 0.86 (CI95% = [0.82-0.88]) and 0.80 (CI95% = [0.70-0.87]) for magnetic resonance imaging (MRI) studies and computed tomography (CT) studies, respectively. For ultrasound (US), the correlation coefficient could only be measured by including studies which measured not only DOI but also tumor thickness. It was 0.89 (CI95%= [0.82-0.94]). Overall, MRI is the better studied modality. It has a good reliability to measure preoperative rDOI in OTSCC. CT is less studied but appears to be less reliable. US cannot be compared to these imaging modality as it has been used more often to measure TT than DOI.
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Hoebers F, Yu E, O'Sullivan B, Postma AA, Palm WM, Bartlett E, Lee J, Stock S, Koyfman S, Su J, Xu W, Huang SH. Augmenting inter-rater concordance of radiologic extranodal extension in HPV-positive oropharyngeal carcinoma: A multicenter study. Head Neck 2022; 44:2361-2369. [PMID: 35766141 DOI: 10.1002/hed.27130] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 05/23/2022] [Accepted: 06/16/2022] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVES To assess intra- and inter-institutional concordance and identify methods to increase precision in radiologic extranodal extension (rENE) ascertainment in HPV+ oropharyngeal carcinoma. METHODS Six radiologists, blinded to clinical outcomes, from three centers assessed rENE in two phases: Phase-I (20 cases) utilized each individual's a priori appreciation of the literature. Phase-II (30 additional cases) was performed after deliberating experience and consolidating operating definitions. Intra- and inter-institutional Kappa were calculated at >50% and >75% certainty levels, respectively. RESULTS The Phase-I intra-institutional kappa was 0.76, 0.32, and 0.44 at >50% certainty and improved to 0.89, 0.61, and 0.66 at >75% certainty. Inter-institutional Fleiss' kappa also improved with higher certainty (from 0.40 to 0.57, p = 0.039). The Phase-II inter-rater kappa was significantly higher than Phase-I at the same certainty level (both p < 0.001). CONCLUSION A learning curve exists for rENE assessment. Strategies to augment reliability include high certainty for declaration, consolidated operating definitions, and sharing experience among radiologists.
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Affiliation(s)
- Frank Hoebers
- Department of Radiation Oncology (Maastro), Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Eugene Yu
- Department of Neuroradiology and Head and Neck Imaging, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Brian O'Sullivan
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.,Department of Otolaryngology - Head & Neck Surgery, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Alida A Postma
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands.,School for Mental Health and Sciences, Maastricht University, Maastricht, the Netherlands
| | - Walter M Palm
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Eric Bartlett
- Department of Neuroradiology and Head and Neck Imaging, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Jonathan Lee
- Department of Neuroradiology and Head and Neck Imaging, Cleveland Clinic Taussig Cancer Institute, Cleveland, Ohio, USA
| | - Sarah Stock
- Department of Neuroradiology and Head and Neck Imaging, Cleveland Clinic Taussig Cancer Institute, Cleveland, Ohio, USA
| | - Shlomo Koyfman
- Department of Radiation Oncology, Cleveland Clinic Taussig Cancer Institute, Cleveland, Ohio, USA
| | - Jie Su
- Department of Biostatistics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Wei Xu
- Department of Biostatistics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Shao Hui Huang
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.,Department of Otolaryngology - Head & Neck Surgery, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
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