Optical Biopsy for Tissue Diagnostics of Squamous Cell Carcinoma in the Upper Aerodigestive Tract using Confocal Laser Endomicroscopy Imaging
Image and Language Processing, Computer Graphics and Visualisation, Human Computer Interaction, Ubiquitous and Wearable Computing
Dentistry, Oral Surgery
Final Report Abstract
Confocal Laser Endomicroscopy (CLE) is an optical imaging method utilizing laser light to image superficial tissue. It uses fluorescein as contrast agent, which is distributed to the tissues microcirculation, intercellular spaces and cytoplasmic components, thus enabling visualization and structural analysis of cellular tissue as well as abnormal patterns of microvasculature of mucous membranes of the human organism. These visible mucosal changes are usually present in tumor tissue, i.e., also in the head and neck region. The heterogeneous group of head and neck cancers affects more than 2.5 million people and causes 379,000 deaths per year worldwide. In the oral cavity and pharynx, squamous cell carcinoma (SCC) accounts for over 90 percent of all cancer types, as well as for almost 100 percent of malignancies in the larynx. More than two-thirds of all patients with head and neck cancer are diagnosed at an advanced tumor stage, which reduces treatment options and increases radicality of treatment and mortality. At present the gold standard of diagnosis is an invasive tissue biopsy with subsequent histopathological assessment. However, biopsies carry the risk of infection, bleeding and tissue damage (with functional limitations). In addition, during surgical therapy (tumor resection), safe margins must be proved by biopsying a cuff of healthy tissue around the tumor. CLE could provide a ’real-time’ optical biopsy avoiding unnecessary biopsies, reducing the amount of healthy tissue removed and enable biopsies in previously unsuspected regions for early tumor detection. With this project we investigated the value of CLE in oral, pharyngeal and laryngeal mucosa. It was shown that CLE is a suitable method for differentiating squamous cell carcinoma from physiological mucosa in the oral cavity, pharynx and larynx. The evaluation was possible for both CLE experts and inexperienced evaluators with developed and validated evaluation criteria (and scoring systems). Physiological differences in the composition of the mucous membranes (of the head and neck region) could be visualized for the first time and taken into account when making a diagnosis. Morphological characteristics, such as tissue homogeneity, cellular structure, blood vessel morphology, the ratio of nucleus to cytoplasm and cell clusters were identified as meaningful and taken into account. This enables in-vivo diagnosis and intraoperative determination of resection margins, which, although not yet able to replace frozen section analysis, offers the potential for more targeted biopsies, thereby preserving healthy tissue. The automatic classification of the generated video database was advanced within the project and a robust automatic artifact detection was developed and established. The present results are promising for future non-invasive and early diagnosis of carcinomas of the head and neck regions.
Publications
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Feasibility of intraoperative assessment of safe surgical margins during laryngectomy with confocal laser endomicroscopy: A pilot study. Auris Nasus Larynx, 48(4), 764-769.
Sievert, Matti; Oetter, Nicolai; Aubreville, Marc; Stelzle, Florian; Maier, Andreas; Eckstein, Markus; Mantsopoulos, Konstantinos; Gostian, Antoniu-Oreste; Mueller, Sarina K.; Koch, Michael; Agaimy, Abbas; Iro, Heinrich & Goncalves, Miguel
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Impact of intraepithelial capillary loops and atypical vessels in confocal laser endomicroscopy for the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma. European Archives of Oto-Rhino-Laryngology, 279(4), 2029-2037.
Sievert, Matti; Eckstein, Markus; Mantsopoulos, Konstantinos; Mueller, Sarina K.; Stelzle, Florian; Aubreville, Marc; Oetter, Nicolai; Maier, Andreas; Iro, Heinrich & Goncalves, Miguel
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Intraoperative free margins assessment of oropharyngeal squamous cell carcinoma with confocal laser endomicroscopy: a pilot study. European Archives of Oto-Rhino-Laryngology, 278(11), 4433-4439.
Sievert, Matti; Stelzle, Florian; Aubreville, Marc; Mueller, Sarina K.; Eckstein, Markus; Oetter, Nicolai; Maier, Andreas; Mantsopoulos, Konstantinos; Iro, Heinrich & Goncalves, Miguel
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Intraoperative Free Margins Assessment of Oropharyngeal Squamous Cell Carcinoma with Confocal Laser Endomicroscopy: A Pilot Study. Laryngo-Rhino-Otologie. Georg Thieme Verlag KG.
Goncalves, M.; Stelzle, F.; Aubreville, M.; Mueller, SK; Eckstein, M.; Oetter, N.; Maier, A.; Iro, H. & Sievert, M.
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Konfokale Laser-Endomikroskopie des Kopf-Hals-Plattenepithelkarzinoms: eine systematische Übersicht. Laryngo-Rhino-Otologie, 100(11), 875-881.
Sievert, Matti; Aubreville, Marc; Oetter, Nicolai; Stelzle, Florian; Maier, Andreas; Mantsopoulos, Konstantinos; Iro, Heinrich & Goncalves, Miguel
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Intraoperative Anwendungsmöglichkeiten der sondenbasierten konfokalen Laserendomikroskopie. Laryngo-Rhino-Otologie, 101(S 02), S12-S13.
Goncalves, Miguel; Sievert, Matti; Hackenberg, Stephan; Taeger, Johannes; Ochsmann, Anna; Duong, Dinh Thien An & Ilgner, Justus
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Stellenwert der Gewebehomogenität in der konfokalen Laserendomikroskopie für die Diagnose von Plattenepithelkarzinomen des Larynx und Hypopharynx. Laryngo-Rhino-Otologie, 101(S 02), S15-S15.
Sievert, Matti; Aubreville, Marc; Gostian, Antoniu-Oreste; Mantsopoulos, Konstantinos; Koch, Michael; Müller, Sarina; Eckstein, Markus; Rupp, Robin; Iro, Heinrich & Goncalves, Miguel
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Stellenwert von intraepithelialen Kapillarschleifen und atypischen Gefäßen in der konfokalen Laserendomikroskopie für die Diagnose von Plattenepithelkarzinomen des Larynx und Hypopharynx. Laryngo-Rhino-Otologie, 101(S 02), S4-S4.
Goncalves, Miguel; Mantsopoulos, Konstantinos; Mueller, Sarina K.; Eckstein, Markus; Iro, Heinrich & Sievert, Matti
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Systematic classification of confocal laser endomicroscopy for the diagnosis of oral cavity carcinoma. Oral Oncology, 132, 105978.
Sievert, Matti; Oetter, Nicolai; Mantsopoulos, Konstantinos; Gostian, Antoniu-Oreste; Mueller, Sarina K.; Koch, Michael; Balk, Matthias; Thimsen, Vivian; Stelzle, Florian; Eckstein, Markus; Iro, Heinrich & Goncalves, Miguel
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Systematic interpretation of confocal laser endomicroscopy: larynx and pharynx confocal imaging score. Acta Otorhinolaryngologica Italica, 42(1), 26-33.
Sievert, Matti; Mantsopoulos, Konstantinos; Mueller, Sarina K.; Eckstein, Markus; Rupp, Robin; Aubreville, Marc; Stelzle, Florian; Oetter, Nicolai; Maier, Andreas; Iro, Heinrich & Goncalves, Miguel
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Validation of a classification and scoring system for the diagnosis of laryngeal and pharyngeal squamous cell carcinomas by confocal laser endomicroscopy. Brazilian Journal of Otorhinolaryngology, 88, S26-S32.
Sievert, Matti; Mantsopoulos, Konstantinos; Mueller, Sarina K.; Rupp, Robin; Eckstein, Markus; Stelzle, Florian; Oetter, Nicolai; Maier, Andreas; Aubreville, Marc; Iro, Heinrich & Goncalves, Miguel
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Validity of tissue homogeneity in confocal laser endomicroscopy on the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma. European Archives of Oto-Rhino-Laryngology, 279(8), 4147-4156.
Sievert, Matti; Aubreville, Marc; Gostian, Antoniu-Oreste; Mantsopoulos, Konstantinos; Koch, Michael; Mueller, Sarina Katrin; Eckstein, Markus; Rupp, Robin; Stelzle, Florian; Oetter, Nicolai; Maier, Andreas; Iro, Heinrich & Goncalves, Miguel
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Defining a baseline identification of artifacts in confocal laser endomicroscopy in head and neck cancer imaging. American Journal of Otolaryngology, 44(2), 103779.
Pan, Zhaoya; Breininger, Katharina; Aubreville, Marc; Stelzle, Florian; Oetter, Nicolai; Maier, Andreas; Mantsopoulos, Konstantinos; Iro, Heinrich; Goncalves, Miguel & Sievert, Matti
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Gesetzter Vortrag aus der Univ. HNO-Klinik Erlangen: Perspektiven und Limitationen der Diagnostik des Plattenepithelkarzinoms mittels sondenbasierter konfokaler-Laser-Endomikroskopie. Laryngo-Rhino-Otologie, 102(S 02), S14-S15.
Sievert, Matti; Müller, Sarina; Mantsopoulos, Konstantinos; Eckstein, Markus; Rupp, Robin; Balk, Matthias; Gostian, Antoniu-Oreste; Koch, Michael; Iro, Heinrich & Goncalves, Miguel
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Presentation at the annual congresses of the German Society for Oral and Maxillofacial Surgery (73rd Annual Congress, Hamburg, 14.- 17.06.2023): Konfokale Laser Endomikroskopie – Landkarte der physiologischen Mundschleimhaut und Differenzierung zu oralen Plattenepithelkarzinomen
Oetter N., Pröll J., Sievert M., Goncalves M., Rohde M., Knipfer C., Aubreville M., Maier A., Kesting M. & Stelzle F.
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Diagnosis of malignancy in oropharyngeal confocal laser endomicroscopy using GPT 4.0 with vision. European Archives of Oto-Rhino-Laryngology, 281(4), 2115-2122.
Sievert, Matti; Aubreville, Marc; Mueller, Sarina Katrin; Eckstein, Markus; Breininger, Katharina; Iro, Heinrich & Goncalves, Miguel
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Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors. Informatik aktuell, 143-148. Springer Fachmedien Wiesbaden.
Aubreville, Marc; Pan, Zhaoya; Sievert, Matti; Ammeling, Jonas; Ganz, Jonathan; Oetter, Nicolai; Stelzle, Florian; Frenken, Ann-Kathrin; Breininger, Katharina & Goncalves, Miguel
