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Available online 15 July 2026

Cone-Beam CT-Assisted Electromagnetic Navigation Bronchoscopy for Challenging Peripheral Pulmonary Lesions

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Borja Recalde-Zamaconaa,
Corresponding author
borja.recalde@quironsalud.es

Corresponding author.
, Andrés Giménez-Velandoa, Javier Alfayatea, Javier Reyes-Usettia, Mercedes Morantea, Luis Fernando Giraldob, Alan Junior Solisb, Iker Fernández-Navamuela, Javier Flandesa
a Interventional Pneumology Unit, Pulmonary Medicine Department, Hospital Universitario Fundación Jiménez Díaz, IIS-FJD, CIBERES, Madrid, Spain
b Interventional Pulmonology and Research Department, Fundación Neumológica Colombiana, Bogotá, Colombia
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Table 1. Demographic, clinical, and radiological characteristics.
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Table 2. Histological diagnosis using CBCT-assisted ENB. Analysis of diagnostic yield using 2 separate methods.
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Abstract
Objectives

In the context of the growing role of hybrid image-guided bronchoscopic techniques, this study aimed to evaluate the diagnostic value of electromagnetic navigation bronchoscopy (ENB) assisted by cone-beam computed tomography (CBCT) in the assessment of challenging peripheral pulmonary lesions (C-PPLs).

Methods

This prospective, single-center study included patients with C-PPLs between September 2023 and May 2025. C-PPLs were defined as pulmonary nodules measuring less than 20mm in diameter and located beyond the 6th bronchial generation, reflecting their proximity to the pleura.

Results

A total of 63 lesions were evaluated, with a mean size of 12.3mm. The diagnostic yield was 65.1% at index bronchoscopy, increasing to 73% after follow-up adjudication. The most prevalent diagnosis was non–small cell lung cancer (50.8%). Diagnostic confirmation was achieved in 58% of lesions in the absence of a bronchus sign. Transbronchial lung cryobiopsy (TBLC) provided a diagnostic yield of 65.6% and was the sole diagnostic modality in 15.2% of confirmed cases. The mean effective radiation dose was 11.2mSv. Pneumothorax occurred in 4.7% of cases, with no major complications observed.

Conclusions

CBCT-assisted ENB is a safe and highly effective approach for diagnosing C-PPLs, even in the absence of a bronchus sign or radial endobronchial ultrasound (rEBUS) confirmation. In addition, TBLC provides high-quality tissue without compromising safety. These findings support a personalized, minimally invasive diagnostic strategy that enables earlier and more accurate detection of pulmonary malignancies.

Keywords:
Cone-beam computed tomography
CBCT
Electromagnetic navigation bronchoscopy
ENB
Challenging peripheral pulmonary lesions
C-PPLs
Graphical abstract
Full Text
Introduction

Lung cancer remains the leading cause of cancer-related mortality worldwide [1]. The increased use of imaging techniques, such as chest radiography and computed tomography (CT), together with the progressive implementation of lung cancer screening programs, has led to a significant increase in the detection of peripheral pulmonary lesions (PPLs) [2].

The diagnosis of PPLs is a considerable challenge in routine clinical practice for interventional pulmonologists, primarily because of their small size and difficult-to-access anatomical location. The lung periphery, composed of small bronchioles and alveoli, has a complex architecture that requires precise navigation to reach the target lesion. Moreover, pathological conditions such as chronic obstructive pulmonary disease (COPD) may further compromise the structural integrity of peripheral lung tissue [3].

Accurate and timely diagnosis is crucial, because early intervention in malignant disease can significantly improve patient outcomes. The development of minimally invasive procedures has been a milestone, offering high diagnostic accuracy with reduced complication rates. Notably, innovations in imaging modalities and electromagnetic navigation have further enhanced diagnostic precision. Cone-beam computed tomography (CBCT) provides high-resolution, real-time, 3-dimensional imaging, improving visualization of pulmonary anatomy during interventional procedures [4]. Electromagnetic navigation bronchoscopy (ENB) uses electromagnetic fields to guide biopsy tools with high accuracy. The integration of these techniques into a hybrid approach has shown potential to improve diagnostic yield while minimizing procedural risks, representing a significant advance in the management of PPLs [5].

This study aimed to evaluate the diagnostic yield of ENB with CBCT assistance in the assessment of challenging peripheral pulmonary lesions (C-PPLs). The combination of ENB and CBCT has emerged as a promising strategy to improve lesion localization and biopsy precision, potentially overcoming the limitations of conventional methods. Furthermore, this study sought to provide clinically useful data to guide the selection of diagnostic approaches in highly complex cases.

MethodsStudy design and participant selection

We conducted a prospective, single-center study between September 2023 and May 2025 to evaluate the diagnostic yield of ENB assisted by CBCT in patients with C-PPLs. Participants were selected according to predefined inclusion criteria, including age 18 years or older and the presence of C-PPLs suspected of malignancy. Suspicion of malignancy was based on established risk factors, such as smoking history, or specific morphometabolic characteristics observed on imaging.

C-PPLs were defined not only by size (<20mm) but also by distal bronchial location (≥6th generation), reflecting their proximity to the pleura. Lesion size and anatomical location are recognized factors that affect bronchoscopic diagnostic yield; therefore, these criteria were used to identify technically challenging lesions. The presence of a bronchus sign on CT imaging was not required for inclusion. In addition, lesion density, whether solid, subsolid, or mixed, was not considered a mandatory selection criterion.

Exclusion criteria included lung nodules accessible by linear endobronchial ultrasound (L-EBUS), lesions that had resolved by the time of intraprocedural CBCT, and any clinical condition contraindicating the procedure, such as coagulation disorders or significant comorbidities. Notably, a low maximum standardized uptake value (SUVmax) on PET–CT (<2.5) was not considered an exclusion criterion. In selected cases, tissue sampling was considered appropriate on the basis of multimodal risk assessment, including suspicious morphological features on CT, clinical risk factors, or tumor board recommendation [6].

The decision to perform ENB in conjunction with CBCT was reached by consensus after individualized assessment of each patient by the interventional pulmonology unit, with cost-effectiveness considered a key factor. In addition, in patients with previous nondiagnostic procedures, the hybrid approach was selected after multidisciplinary tumor board discussion. The procedure was performed by pulmonologists with extensive experience in this field.

Patient characteristics, including age, sex, smoking status, and respiratory diseases; radiological features, including lesion size, pulmonary lobe, CT bronchus sign, lesion density, SUVmax on PET–CT, airway generation, and distance to the pleura; intraprocedural characteristics, including estimated procedure time and sampling tools used; and pathological data were collected from electronic medical records. The study was approved by the Institutional Ethics Committee of Hospital Universitario Fundación Jiménez Díaz (No. PIC013/2023) and was conducted in accordance with the Declaration of Helsinki, as revised in 2013. Informed consent was obtained from all participants.

Technique: CBCT-assisted ENB

All patients underwent chest CT within 2 weeks before the procedure, with a slice thickness of 1mm and an interval of 0.8mm. Virtual bronchoscopy images were reconstructed from CT data using Illumisite software (Medtronic, United States).

The procedure was performed in the operating room, with the patient positioned on the electromagnetic board under general anesthesia. After an initial routine inspection, the navigation catheter was inserted to reach the target lesion. Once navigation was completed, the position of the navigation probe was verified using CBCT imaging. CBCT imaging (Azurion, Philips, United States) uses a high-resolution 2-dimensional detector integrated into a C-arm system to process and reconstruct acquired images into 3-dimensional volumes using XperCT software (Fig. 1).

Fig. 1.

Baseline CT and procedural CBCT characteristics of a challenging peripheral pulmonary lesion (C-PPL). (A) Axial CT image showing a C-PPL in the apicoposterior segment of the left upper lobe. (B) Coronal CT view illustrating an indirect bronchus sign. (C) Sagittal CT image confirming location beyond the fifth-generation bronchus. (D) Axial CBCT image showing the lesion and the ENB catheter positioned adjacent to the target. (E) Coronal CBCT view showing the navigation catheter passing above the lesion. (F) Sagittal CBCT reconstruction providing additional information on catheter-to-target orientation.

In cases in which CBCT confirmed that the probe was distant from the lesion or in an unlikely diagnostic sampling location, additional CBCT acquisitions were performed after correction of the catheter position. Once imaging confirmed accurate catheter location within the target lesion, sampling was initiated using various tools, including forceps biopsy, brushing, fine-needle aspiration, and, when indicated, cryobiopsy. All sampling procedures were performed under real-time augmented fluoroscopic visualization, providing high precision throughout the sampling process. Real-time imaging was performed at multiple angles to continuously confirm the probe position within the lesion (Fig. 2).

Fig. 2.

CBCT-assisted ENB in the diagnosis of a challenging peripheral pulmonary lesion (C-PPL). (A) Hybrid operating room equipped with CBCT, ENB platform, and interventional pulmonology instrumentation. (B) Navigation planning interface showing virtual pathway generation and target alignment. (C) Augmented fluoroscopy (AF) view providing real-time guidance during catheter advancement. (D) Orthogonal AF view with integrated 3-dimensional CBCT reconstruction confirming precise tool-to-lesion alignment during transbronchial forceps biopsy.

Endpoints

The primary endpoint was diagnostic yield for C-PPLs. Two separate analyses were performed to calculate diagnostic yield. In the first analysis, diagnostic yield was defined according to the ATS/ACCP Delphi consensus statement on advanced diagnostic bronchoscopy outcomes for PPLs [7]. Malignant or specific benign histopathological diagnoses were considered diagnostic at the time of bronchoscopy, whereas nonspecific benign findings, such as inflammation, were classified as nondiagnostic. The second analysis incorporated longitudinal follow-up data for cases with nonspecific benign findings. These lesions were categorized as true negatives only if additional diagnostic procedures or follow-up imaging confirmed a nonmalignant diagnosis [8]. A definitive final diagnosis was established for all patients included in the study.

The selection of sampling techniques was based on procedural judgment. Transbronchial lung cryobiopsy (TBLC) was not available at the beginning of the study. After its introduction, it was used selectively when CT planning did not suggest the presence of adjacent vascular structures. The use of additional modalities, such as bronchial brushing or fine-needle aspiration (FNA), was determined by the bronchoscopist on the basis of intraprocedural findings. As previously stated, all procedures were performed by interventional pulmonologists with extensive experience in this field.

Data analysis

Statistical analysis was performed using Stata 12 (StataCorp, 2011; Stata Statistical Software: Release 12; StataCorp LP, College Station, TX, United States). Continuous variables are expressed as mean (SD) or median (IQR) and were compared using the t test or nonparametric tests, as appropriate. Categorical variables are expressed as number (%) and were compared using the Chi-square test or Fisher exact test, as appropriate. Significant factors associated with the diagnostic yield of endoscopic testing identified in univariable analyses were further analyzed using multivariable logistic regression. Statistical significance was set at P<.05, and all tests were 2-sided.

Results

A total of 63 cases of C-PPLs were included in the study. The demographic, clinical, and radiological characteristics of the patients are summarized in Table 1. Radiological assessment showed that the mean nodule diameter was 12.3mm (SD, 3.2mm). A substantial proportion of lesions (66.6%) were located in the upper lobes, and 85.7% were located between the seventh and ninth bronchial generations. The mean distance from the pleura was 13.5mm (SD, 8.1mm). A bronchus sign was observed in 69.8% of cases; of these, 68.2% showed a direct bronchus sign and 31.8% an adjacent pattern. All patients underwent PET–CT before the procedure, and 60.3% showed a maximum standardized uptake value (SUVmax)>2.5 (Table 1).

Table 1.

Demographic, clinical, and radiological characteristics.

Variable  (N: 63 patients)N (%) 
Demographic and clinical characteristics
Age (years)  Mean, 66.4SD, 9.2 
Sex
Male  36 (57.1) 
Female  27 (42.9) 
Smoking
Current  21 (33.3) 
Former  30 (47.6) 
Never  12 (19.1) 
BMI  Mean, 26.1SD, 4.4 
Respiratory disease
COPD  32 (50.8) 
Emphysema  31 (49.2) 
Fibrosis  17 (26.9) 
Bronquiectasias  22 (34.9) 
Previous diagnostic attempt  16 (25.4) 
rEBUS  9 (56.2) 
ENB+rEBUS  5 (31.3) 
Bronchoalveolar lavage  2 (12.5) 
PPLs features
Size (mm)  Mean, 12.3SD, 3.2 
Location
RUL  20 (31.7) 
RML  2 (3.2) 
RLL  10 (15.9) 
LUL  22 (34.9) 
LLL  9 (14.3) 
Bronchial generation
6th  4 (6.4) 
7th  17 (27) 
8th  21 (33.3) 
9th  16 (25.4) 
10th  5 (7.9) 
Distance to pleura  Mean, 13.5SD, 8.1 
Lesion density
Solid  37 (58.8) 
Subsolid  8 (12.7) 
Mixed  18 (28.5) 
CT bronchus sign
Direct  30 (47.6) 
Adjacent  14 (22.2) 
Outside  19 (30.2) 
PET–CT SUVmax  Mean, 4.3SD, 3.1 

BMI, body mass index; COPD, chronic obstructive pulmonary disease; CT, computed tomography; ENB, electromagnetic navigation bronchoscopy; LLL, left lower lobe; LUL, left upper lobe; PET–CT, positron emission tomography–computed tomography; PPL, peripheral pulmonary lesion; rEBUS, radial endobronchial ultrasound; RLL, right lower lobe; RML, right middle lobe; RUL, right upper lobe; SD, standard deviation; SUVmax, maximum standardized uptake value.

Regarding procedural metrics, the estimated mean procedure duration was 63.3min (SD, 12.5min). The mean total dose-area product (DAP) recorded for the procedures was 65.7Gycm2, with an estimated mean absorbed dose of approximately 73mGy. The DAP specifically attributable to CBCT acquisitions was 34.4Gycm2, corresponding to an estimated absorbed dose of 38mGy. The calculated effective dose was approximately 11.2mSv for the complete procedure and 5.8mSv for the CBCT component. The mean AF time was 7min. Multiple sampling techniques were used, including transbronchial forceps biopsy (TBFB) in all cases (100%), TBLC in 36.5%, FNA in 46%, and bronchial brushing in 38%.

The diagnostic yield was 65.1% at the time of bronchoscopy, increasing to 73% after follow-up adjudication. The most prevalent malignant diagnosis was non-small cell lung cancer, comprising adenocarcinoma in 38.1% and squamous cell carcinoma in 12.7%, together accounting for 50.8% of all lesions. Additional malignant diagnoses included small cell carcinoma, marginal zone lymphoma, and metastatic prostate cancer. Notably, molecular profiling was successfully performed in 65.6% of diagnosed non-small cell lung cancer cases (Table 2).

Table 2.

Histological diagnosis using CBCT-assisted ENB. Analysis of diagnostic yield using 2 separate methods.

Diagnosis  Method 1: ATS/ACCP DelphiENB+CBCT, n (%)  Method 2: NSB=TN if confirmed benignENB+CBCT, n (%)  Nondiagnostic PPLsTS, CNB, or F/U, n (%) 
Malignant
Adenocarcinoma  24 (38.1)  24 (38.1)  9 (14.2) [1 CNB; 8 TS] 
Squamous cell carcinoma  8 (12.7)  8 (12.7)  1 (1.6) [1 TS] 
Small cell carcinoma  1 (1.6)  1 (1.6)  1 (1.6) [1 TS] 
B-cell lymphoma  1 (1.6)  1 (1.6)   
Pulmonary metastases  1 (1.6)  1 (1.6)   
Subtotal  35 (55.5)  35 (55.5)  11 (17.4) 
Benign
Organizing pneumonia  4 (6.4)  4 (6.4)  2 (3.2) [1 CNB; 1 TS] 
Sarcoidosis  1 (1.6)  1 (1.6)   
Tuberculosis  1 (1.6)  1 (1.6)   
Subtotal  6 (9.5)  11 (17.4)  6 (9.5) 
Nonspecific benign
Inflammation  5 (7.9) [nondiagnostic5 (7.9) [TN]  4 (6.4) [2 CNB+F/U; 2 F/U] 
Nondiagnostic  22 (34.9)  17 (27.0)   
Diagnostic yield  41/63 (65.1)  46/63 (73.0)   

ACCP, American College of Chest Physicians; ATS, American Thoracic Society; CBCT, cone-beam computed tomography; CNB, core needle biopsy; ENB, electromagnetic navigation bronchoscopy; F/U, follow-up; NSB, nonspecific benign; PPL, peripheral pulmonary lesion; TN, true negative; TS, thoracic surgery.

Regarding the diagnostic yield of the different sampling techniques, TBFB achieved a diagnostic yield of 60.3% (38/63), whereas TBLC showed a higher yield of 65.6% (21/32). FNA and brushing yielded diagnostic material in 27.6% (8/29) and 16.7% (4/24) of cases, respectively. Notably, in 15.2% of cases with a confirmed diagnosis, TBLC was the sole method that provided the diagnosis. In addition, diagnosis was confirmed in 58% (11/19) of lesions without a bronchus sign.

For the remaining 17 nondiagnostic lesions, the final diagnosis was established by surgical resection in 64.7% of cases, percutaneous biopsy in 23.5%, and radiological follow-up for at least 12 months in 11.8%. No factors were identified as significantly associated with diagnostic yield.

A previous diagnostic attempt had been performed unsuccessfully in 25.4% of cases: rEBUS alone in 56.2%, ENB combined with rEBUS in 31.3%, and bronchoalveolar lavage in the remaining 12.5%. Diagnosis was confirmed using CBCT-assisted ENB in 68.8% of these lesions. Among confirmed cases, 54.5% were diagnosed as NSCLC, including adenocarcinoma in 36% and squamous cell carcinoma in 18%.

Regarding safety outcomes, pneumothorax occurred in 4.7% of procedures (3 of 63), none of which required invasive management. No cases of clinically significant bleeding, respiratory failure, or other major complications were observed.

Discussion

This prospective study shows that CBCT-assisted ENB achieves a high diagnostic yield in the evaluation of C-PPLs, reaching 65.1% at the time of bronchoscopy and 73% after longitudinal follow-up. These findings are consistent with previous studies that have highlighted the value of integrating advanced navigation technologies with intraprocedural imaging to improve lesion localization and sampling precision [5,9].

It is important to emphasize that all lesions included in the present cohort measured <20mm, with a mean size of 12.3mm, which is substantially smaller than in previously published series [10,11]. A well-established correlation exists between lesion size and diagnostic yield, with larger lesions being more likely to be successfully diagnosed [12,13]. The results observed in this study underscore the usefulness of this hybrid approach for the evaluation of C-PPLs. In addition, this technique confirmed the diagnosis in 68.8% of lesions that had previously been evaluated using other diagnostic methods.

Another key aspect in the diagnosis of PPLs is the method used to verify correct positioning of the navigation catheter before tissue sampling. In this study, CBCT was used after navigation to confirm placement of the catheter within or adjacent to the target lesion. This technique provides high-resolution, 3-dimensional anatomical imaging, improving precision and reducing sampling errors [14]. As shown in previous studies, CBCT can improve diagnostic accuracy by 10–20% compared with ENB alone [10,15]. Moreover, augmented fluoroscopy (AF) was used in dynamic mode throughout tissue acquisition. This provided continuous visual feedback, allowing intraprocedural adjustments during the sampling phase [16].

A noteworthy finding is that 30.2% of lesions did not show a bronchus sign on preprocedural CT. Despite this anatomical limitation, diagnosis was achieved in 58% of these cases. In this context, CBCT may compensate for the absence of a discernible bronchial pathway and the limited effectiveness of endoscopic verification using rEBUS.

The present study did not include rEBUS to verify lesion proximity endoscopically. rEBUS involves the use of a small ultrasound probe to obtain real-time images of the bronchial wall and surrounding lung tissue. When a lesion is in contact with the airway, the ultrasound signal generates a characteristic image, typically appearing as concentric or eccentric hypoechoic patterns [17]. However, the diagnostic value of rEBUS is especially notable in lesions with a positive bronchus sign on CT imaging. Furthermore, rEBUS does not involve ionizing radiation [18]. By contrast, CBCT and AF are extracorporeal imaging modalities that provide high anatomical precision independently of bronchial anatomy. Although these techniques involve exposure to ionizing radiation, the levels observed in this study (5.8mSv for CBCT and 11.2mSv for the complete procedure) remain within previously reported acceptable ranges [19,20]. As noted above, CBCT is particularly valuable in challenging cases involving small or complexly located lesions and in cases in which the preprocedural CT scan suggests that rEBUS would be unsuccessful or unfeasible.

Robotic-assisted bronchoscopy (RAB) has recently emerged as an alternative navigation platform for PPLs, offering enhanced navigation success and catheter stability during sampling. A recent comparative study reported that RAB combined with cone-beam CT guidance may provide a higher diagnostic yield than ENB combined with CBCT for pulmonary nodule evaluation [21]. Furthermore, a multicenter study highlighted the complementary role of mobile CBCT in optimizing lesion localization during robotic procedures [22]. Notably, the randomized RELIANT trial showed that the diagnostic yield of RAB was noninferior to that of ENB for the evaluation of PPLs. These findings suggest that differences between navigation technologies may be less important than their use in combination with CBCT during the procedure [23].

TBLC has emerged as a promising alternative method for tissue acquisition in C-PPLs, especially given the limitations of conventional TBFB, such as small sample size, crush artifacts, and suboptimal diagnostic yield. TBLC provides larger, better-preserved tissue specimens through a 360-degree freezing effect, enabling improved histopathological, immunohistochemical, and molecular analysis. This is a fundamental component in the diagnosis and management of NSCLC [24,25]. Several studies have reported diagnostic yields ranging from 74% to 94% using ENB combined with rEBUS, particularly in lesions smaller than 2cm and in those with eccentric or adjacent orientations, which typically reduce the accuracy of conventional TBFB [26]. In the present study, TBLC achieved a diagnostic yield of 65.6%. Although TBLC was performed in only 50.7% of PPLs, it is noteworthy that in up to 15.2% of lesions with a confirmed diagnosis, the diagnosis was obtained exclusively through this sampling technique. TBLC was performed using a 1.1-mm disposable cryoprobe (Erbe, Germany). The use of the 1.1-mm ultrathin cryoprobe provides enhanced flexibility and compatibility with ultrathin bronchoscopes and guide sheaths. Furthermore, this innovation may expand access to peripheral ground-glass opacities (GGOs), thereby improving their diagnosis [27,28].

The ENB-CBCT hybrid approach has considerable potential not only to improve diagnostic yield but also to enable bronchoscopic therapeutic interventions in PPLs. CBCT-guided transbronchial microwave ablation (MWA) has been reported to be a safe and effective technique [29,30]. The NAVABLATE study demonstrated the usefulness of CBCT for confirming navigation catheter placement and evaluating ablation margins [31]. At the same time, RAB platforms are being investigated for bronchoscopic therapeutic applications, given their potential to enhance catheter stability during energy delivery. A recent multicenter prospective study evaluated the feasibility and safety of RAB-guided bronchoscopic microwave ablation, further reflecting this technological evolution [32]. However, regardless of the navigation platform used, intraprocedural 3D confirmation with CBCT remains fundamental for accurate targeting and margin verification.

Pulsed electric fields (PEF) have recently been evaluated as a novel bronchoscopic ablation modality. A prospective first-in-human study demonstrated the feasibility and safety of endobronchial PEF application in patients with PPLs confirmed as NSCLC, supported by CBCT for precise energy delivery [33,34]. This integrated procedure has the potential to facilitate a seamless transition from biopsy to localized treatment in a single procedure. This could pave the way for future minimally invasive approaches, including different ablation techniques and drug delivery methods.

This study has several limitations. First, it was conducted at a single, high-expertise center with experienced operators, which may limit the generalizability of the findings to centers with fewer resources or lower procedural volume. Second, rEBUS was not used as part of the lesion confirmation process, although it may have enhanced the multimodal approach and potentially improved targeting in selected cases. Third, although radiation exposure remained within acceptable safety thresholds, it remains an important consideration when selecting patients for this type of procedure. Finally, although, to the best of our knowledge, this is the largest prospective series evaluating the hybrid ENB-CBCT workflow in C-PPLs, larger multicenter studies are required to confirm these results and characterize the performance of this approach in broader anatomical and clinical scenarios.

Conclusions

This prospective study demonstrates that a multimodal approach combining ENB with CBCT is safe and highly effective for diagnosing C-PPLs. The high diagnostic yield achieved, even in the absence of a bronchus sign or rEBUS confirmation, underscores the value of integrating high-resolution 3-dimensional imaging technologies during the procedure. Furthermore, TBLC was shown to be a valuable sampling method that can improve tissue quality without compromising patient safety. These findings support the clinical usefulness of a personalized diagnostic strategy adapted to lesion-specific characteristics, ultimately enabling earlier and more accurate detection of pulmonary malignancies through minimally invasive procedures.

Informed consent

The authors declare that they obtained the patient's informed consent in accordance with the ethical guidelines of the institution. This document is held by the corresponding author.

Declaration of generative AI and AI-assisted technologies in the writing process

The material was produced by the authors, without partial or total assistance from artificial intelligence software or tools.

Funding

None declared.

Conflicts of interest

None declared.

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