Autofluorescence imaging bronchoscopy as a novel approach to the management of tracheobronchopathia osteochondroplastica: a case report

Building and validating an artificial intelligence model to identify tracheobronchopathia osteochondroplastica by using bronchoscopic images

BACKGROUND

Given the rarity of tracheobronchopathia osteochondroplastica (TO), many young doctors in primary hospitals are unable to identify TO based on bronchoscopy findings.

OBJECTIVES

To build an artificial intelligence (AI) model for differentiating TO from other multinodular airway diseases by using bronchoscopic images.

DESIGN

We designed the study by comparing the imaging data of patients undergoing bronchoscopy from January 2010 to October 2022 by using EfficientNet. Bronchoscopic images of 21 patients with TO at Anhui Chest Hospital from October 2019 to October 2022 were collected for external validation.

METHODS

Bronchoscopic images of patients with multinodular airway lesions (including TO, amyloidosis, tumors, and inflammation) and without airway lesions in the First Affiliated Hospital of Guangzhou Medical University were collected. The images were randomized (4:1) into training and validation groups based on different diseases and utilized for deep learning by convolutional neural networks (CNNs).

RESULTS

We enrolled 201 patients with multinodular airway disease (38, 15, 75, and 73 patients with TO, amyloidosis, tumors, and inflammation, respectively) and 213 without any airway lesions. To find multinodular lesion images for deep learning, we utilized 2183 bronchoscopic images of multinodular lesions (including TO, amyloidosis, tumor, and inflammation) and compared them with images without any airway lesions (1733). The accuracy of multinodular lesion identification was 98.9%. Further, the accuracy of TO detection based on the bronchoscopic images of multinodular lesions was 89.2%. Regarding external validation (using images from 21 patients with TO), all patients could be diagnosed with TO; the accuracy was 89.8%.

CONCLUSION

We built an AI model that could differentiate TO from other multinodular airway diseases (mainly amyloidosis, tumors, and inflammation) by using bronchoscopic images. The model could help young physicians identify this rare airway disease.

Clinicopathological Features and Management Principles of Tracheobronchopathia Osteochondroplastica - A Scoping Review

Tracheobronchopathia osteochondroplastica (TO) is an orphan disease of the tracheobronchial tree without any known etiological attributes. There are several case reports published on this condition, yet the available information about the TO is discrete and of little clinical value. This scoping review is the first large-scale review on TO that collates individual patient data from the published case reports and descriptively analyses the clinicopathological features of this unique condition along with its management approaches and therapeutic outcomes. The objective was to synthesize comprehensive literature review on TO that can aid clinical practice and further research. An electronic search conducted in five large databases, including PubMed, EMBASE, CINAHL, CENTRAL, and Web of Science, for the published articles of TO yielded 1072 items. After screening, the individual patient data of 371 TO cases from 228 eligible articles were included and analysed in this scoping review.

Supplementary Information

The online version contains supplementary material available at 10.1007/s12070-023-03998-6.

Detection of a pinhole-sized bronchoesophageal fistula under bronchoscopic autofluorescence imaging

Autofluorescence imaging (AFI) is a technique for detecting early‐stage lung cancer by amplifying the difference in autofluorescence of the bronchial mucosa. However, there are few reports detailing its other applications. Here, we report the case of a 54‐year‐old woman with stage IVa esophageal cancer who completed chemoradiation therapy, but developed a bronchoesophageal fistula at the left main bronchus and underwent fasting treatment. Computed tomography confirmed that the fistula had closed; however, she subsequently developed aspiration pneumonia and underwent bronchoscopy for confirmation. Although it was difficult to identify the site of the pinhole bronchoesophageal fistula under white light, AFI could easily identify the fistula and digestive mucus in light magenta. AFI may therefore be worth considering for the detection of pinhole bronchoesophageal fistulas.

Clinical Characteristics of Six Cases of Tracheobronchopathia Osteochondroplastica

Objective

To investigate the clinical characteristics of tracheobronchopathia osteochondroplastica (TO).

Methods

The clinical data of six patients with TO from November 2016 to November 2018 were retrospectively analyzed. The etiology, clinical manifestations, diagnosis, and treatment of TO were summarized.

Result

All six patients with TO were middle-aged males, confirmed by histopathological examination. The main clinical symptoms were cough, sputum, hemoptysis, chest pain, and repeated pulmonary infection. Some patients could make a preliminary diagnosis by chest CT, and bronchoscopy showed that TO mainly occurred in the trachea and the main bronchus and was more likely to invade the right bronchus. The treatment mainly includes anti-infection, phlegm-resolving, and other symptomatic treatment.

Conclusion

TO is a benign disease predisposing to adults, and males are more likely to be affected. Its clinical manifestations are lack of specificity, and the cause may be related to chronic infection. Bronchoscopy combined with histopathological examination is the primary approach for the diagnosis of TO. There is no well-recognized treatment standard for TO, and the judgment of therapeutic effect is inconsistent. It is necessary to improve the understanding of this disease from a clinical perspective.

Tracheobronchopathia Osteochondroplastica: A Case Report Illustrating the Importance of Multilevel Workup Clinical, Endoscopic and Histological Assessment in Diagnosis of an Uncommon Disease

Patient: Male, 62

Final Diagnosis: Tracheobronchopathia osteochondroplastica

Symptoms: Cough

Medication: —

Clinical Procedure: —

Specialty: Pulmonology

[Osteochondroplastic tracheobronchopathy: About three cases]

INTRODUCTION

Osteochondroplastic tracheobronchopathy (OCTB) is a rare disorder of unknown cause that affects the tracheobronchial tree. It is characterized by multiple cartilaginous formations or bone nodules projecting into the tracheal or proximal bronchial lumen. It is usually asymptomatic because of the slow progression of the nodules. However, chronic cough, recurrent hemoptysis or recurrent respiratory infections have been reported.

OBSERVATIONS

We describe the cases of three patients with symptomatic OCTB: two men and one woman consulting for bronchial infections or pneumonia with sputum difficulties (2 cases) or simply for chronic cough (1 case). In all three cases, the diagnosis was suspected because of irregularities of the tracheal or bronchial wall with calcification seen on imaging and confirmed at bronchoscopy with biopsy specimens. No specific therapy was initiated in these patients except for the treatment of associated complications or comorbidities.

CONCLUSION

OCTB is a benign pathology which can lead to bronchial symptoms ranging from mild cough to severe airway obstruction due to tracheobronchial stenosis. A key to diagnosis, limiting non-essential examinations and biopsies, is to consider OCTB based on CT scan or bronchoscopy based on irregularities of the tracheal or bronchial wall with calcification.