1. Introduction
Lung cancer remains the leading cause of cancer-related mortality worldwide, with approximately 1.76 million deaths recorded in 2018. It is currently the second most commonly diagnosed malignancy in both men and women. The highest incidence rates are observed in Europe, North America, and East Asia, with a five-year survival rate in Europe averaging only 13%. Key factors contributing to poor treatment outcomes include late diagnosis and rapid tumor progression, often accompanied by metastasis [
1,
2].
Lung cancer is classified into two main types: non-small cell lung cancer (NSCLC), which accounts for approximately 85% of cases, and small cell lung cancer (SCLC), comprising the remaining 15%. According to the WHO classification (2015), malignant epithelial lung tumors include adenocarcinoma, small cell carcinoma, squamous cell carcinoma, and other subtypes [
3]. Metastases in lung cancer most commonly initially appear in lymph nodes within the thoracic cavity. For NSCLC, radical surgical treatment involves resection of the tumor along with the affected lobe or entire lung. Metastases in lymph nodes within the lung (stage IIB–IIIA) do not preclude surgery, while metastases in mediastinal lymph nodes on the same side as the tumor (IIIA–IIIB) necessitate neoadjuvant chemotherapy or chemoradiotherapy, with surgery being an option if remission is achieved. Metastases in contralateral mediastinal lymph nodes or supraclavicular lymph nodes (N3, stage IIIB–IIIC) contraindicate surgical treatment and require systemic therapy involving chemotherapy and radiotherapy. In stage IV, with distant metastases, systemic treatment, including chemotherapy or other systemic oncologic methods, is employed [
4,
5,
6,
7,
8,
9].
Preoperative diagnostics rely heavily on imaging techniques such as computed tomography (CT) and positron emission tomography (PET-CT), although their efficacy in comprehensive staging is limited. Therefore, invasive endoscopic methods, such as EBUS-TBNA (endobronchial ultrasound–transbronchial needle aspiration), EUS-FNA (endoesophageal ultrasound–fine needle aspiration), or combined EBUS–EUS, are recommended [
10,
11]. Surgical methods include mediastinoscopy, VAMLA (video-assisted mediastinal lymphadenectomy), TEMLA (transcervical extended mediastinal lymphadenectomy), and video-assisted thoracoscopy [
12,
13]. Endosonographic and surgical methods for preoperative staging of NSCLC continue to improve, although limited prospective studies are available comparing their diagnostic efficacy [
14,
15,
16]. This prospective, randomized clinical trial investigates the diagnostic performance of two approaches for assessing mediastinal lymph node metastases in patients with non-small cell lung cancer (NSCLC): combined EBUS-TBNA with EUS-b-FNA (endoesophageal ultrasound–fine needle aspiration using a single bronchoscope) and TEMLA.
3. Results
3.1. Study Framework
The study, conducted between June 2011 and December 2017, included 250 patients with confirmed NSCLC (clinical stages cI-IIIA) who underwent PET-CT. After exclusions, 215 patients were randomized into the TEMLA (
n = 107) and EBUS/EUS (
n = 108) groups. Following the final histopathological assessment, only patients with confirmed NSCLC were included in the final analysis, resulting in 204 patients: TEMLA (
n = 101) and EBUS/EUS (
n = 103) (
Figure 1). No significant differences regarding age and gender between groups were found.
3.2. EBUS/EUS Group
Lymph node stations were assessed following guidelines, with suspicious nodes biopsied using EBUS-TBNA or EUS-B-FNA. N2 metastases were confirmed in 8.7% (9/103), and these patients received neoadjuvant chemotherapy. No N3 metastases were detected. Anatomical lung resections with lymphadenectomy were performed in 94/94 eligible patients. Metastases were found in 6.4% (6/94), including stations beyond the scope of EBUS/EUS (twice in stations 7 and 4R, and once in stations 5 and 5 + 6).
3.3. TEMLA Group
Extensive mediastinal lymphadenectomy was performed, retrieving an average of 27.3 lymph nodes per procedure. N2/N3 metastases were detected in 15.1% (15/101), and these patients received neoadjuvant therapy. Complications (e.g., pulmonary embolism, reduced spirometric values) prevented surgery in 3.5% (3/86). Radical pulmonary resection was performed in 96.5% (83/86) of cases, with a metastasis rate of 1.2% (1/83), including a case in a station beyond the scope of TEMLA (station 9).
3.4. Comparative Outcomes
Patients with N2 metastases received neoadjuvant chemotherapy, with subsequent radical pulmonary resection performed in 44% (4/9) of EBUS/EUS patients and 80% (12/15) of TEMLA patients. Overall, the numbers of lung resections were comparable: EBUS/EUS (95.1%) vs. TEMLA (94.1%) (p = 0.75).
3.5. Histopathological Tumor Types Analysis
Adenocarcinoma was the most frequent tumor type in the cohort (51%), followed by squamous cell carcinoma (44%). Other tumor types, including large cell carcinoma, large-cell neuroendocrine carcinoma, adenosquamous carcinoma, squamous-neuroendocrine carcinoma, and NSCLC NOS (not otherwise specified), collectively accounted for 4.4% of cases. The distribution of histopathological types did not significantly differ between the EBUS/EUS and TEMLA groups (Pearson’s χ2 = 0.28, p = 0.87), even when stratified by gender.
3.6. Tumor Localization Analysis
The most common tumor locations were the right upper lobe (31.4%) and left upper lobe (25.5%), followed by the right lower (16.2%) and left lower lobes (15.7%). Twenty patients had extensive tumors categorized as “whole lung tumors” (12 in the EBUS/EUS group, 8 in TEMLA). Three patients (1.5%) had tumors in the right middle lobe. No significant differences in tumor location frequencies were found between the EBUS/EUS and TEMLA groups (Pearson’s χ2 = 3.5, p = 0.62). ANOVA showed no significant association between tumor location and patient age (F(4, 196) = 0.61, p = 0.65).
3.7. Clinical Stage Analysis
The clinical stage was analyzed in 103 patients from the EBUS/EUS group and 101 from the TEMLA group. No significant differences in clinical stage were observed between the groups (Pearson’s χ
2 = 2.97,
p = 0.89) (
Table 1,
Figure 3).
3.8. Analysis of Diagnostic Methods
3.8.1. EBUS/EUS Group
In the EBUS/EUS group, 94 patients without detected lymph node metastases after endobronchial (EBUS) and esophageal (EUS) ultrasound underwent anatomical lung resection with systematic lymphadenectomy. Nine patients with detected metastases received neoadjuvant chemotherapy. Postoperative histopathological analysis of resected lymph nodes served as the reference standard (“gold standard”) to evaluate PET-CT, CT, and EBUS/EUS diagnostic performance.
The sensitivity, specificity, accuracy, PPV and NPV for EBUS/EUS were 60%, 100%, 94%, 100%, and 94%, respectively. PET-CT had a sensitivity, specificity, accuracy, PPV, and NPV of 60%, 80%, 77%, 33%, and 92%, respectively, while CT results were 67%, 74%, 64%, 30%, and 93%, respectively. EBUS/EUS demonstrated significantly higher specificity, accuracy, and PPV compared to PET-CT and CT. Metastases were identified in 15% of patients, while PET-CT and CT showed false positives (18% and 22%) and false negatives (6% and 5%) (
Table 2,
Figure 4).
3.8.2. TEMLA Group
In the TEMLA group, 86 patients with no detected metastases underwent lung resection with lymphadenectomy, while 15 patients with confirmed metastases received oncologic treatment. TEMLA had a sensitivity, specificity, accuracy, PPV, and NPV of 94%, 100%, 99%, 100%, and 99%, respectively, outperforming PET-CT and CT. PET-CT results included false positives (FP) in 25% and false negatives (FN) in 8%, with an overall accuracy of 66%. CT had FP in 34% and FN in 6%, with an accuracy of 60% (
Table 3,
Figure 5).
3.9. Comparative Analysis of TEMLA and EBUS/EUS
Both TEMLA and EBUS/EUS are effective for assessing mediastinal lymph node involvement in NSCLC. Both methods achieved 100% specificity and PPV. TEMLA had significantly higher sensitivity (94%) than EBUS/EUS (60%) (
p = 0.0234). Accuracy and NPV were similar, with no statistically significant differences (
p > 0.05) (
Table 4,
Figure 6).
3.10. Complications After Staging
In the EBUS/EUS group, patients experienced typical post-procedural symptoms such as sore throat, hoarseness, transient low-grade fever, and occasional mild hemoptysis following the biopsy. No major complications were observed in the postoperative period.
In the TEMLA group, complications were observed in 6% of patients (6/101): two cases of transient recurrent laryngeal nerve palsy (2%), two cases of decreased postoperative spirometry values (2%), one case of bleeding requiring re-mediastinoscopy (1%), and one case of pulmonary embolism (1%). In this group, 3.5% of patients (3/86) were not qualified for lung resection surgery, including two patients with reduced spirometry values and one patient who experienced a pulmonary embolism.
3.11. Complications After Pulmonary Resections
There were no significant differences in postoperative complication rates between the groups (
Table 5). In the EBUS/EUS group, according to the Clavien–Dindo classification, there were three Grade II complications, five Grade III, three Grade IV, and no Grade V complications. In the TEMLA group, there were four Grade II, four Grade III, three Grade IV, and one Grade V complication (
Table 6).
Definitions (Clavien–Dindo):
Grade II—Requires pharmacological treatment (e.g., antibiotics, blood transfusions).
Grade III—Requires surgical, endoscopic or radiological intervention.
Grade IV—Life-threatening complications requiring ICU management.
Grade V—Death of a patient.
4. Discussion
The primary aim of this study was to compare the diagnostic performance of the surgical TEMLA method and endosonographic techniques (EBUS/EUS) for staging mediastinal lymph nodes in NSCLC patients. TEMLA demonstrated a higher sensitivity (94%) compared to EBUS/EUS (60%,
p = 0.0234), while both methods showed similar specificity, accuracy, PPV, and NPV. TEMLA offers the advantage of more precise detection of mediastinal metastases and allows for extended lymphadenectomy, which can provide therapeutic benefits. However, its invasive nature limits its routine use compared to EBUS/EUS, which is less invasive and more accessible. The study highlighted the limitations of imaging methods such as CT and PET-CT, which exhibited high rates of FN and FP in the absence of tissue sampling [
20,
21,
22]. According to other authors, combining endosonographic and surgical methods was shown to improve diagnostic accuracy. For instance, adding EUS-FNA to mediastinoscopy increased the detection of mediastinal metastases by 12% and reduced unnecessary thoracotomies by 16% [
23]. TEMLA surpassed mediastinoscopy in diagnostic efficacy by enabling systematic lymph node removal, which reduces FN rates and improves staging accuracy compared to biopsies performed during mediastinoscopy [
24].
Despite advancements in non-invasive imaging and endosonographic techniques, invasive procedures like TEMLA remain essential for accurate staging, particularly in advanced NSCLC cases. Current guidelines recommend EBUS/EUS as the first-line diagnostic method, reserving surgical staging for cases requiring further confirmation. Over the last two decades, the integration of imaging, endosonography, and surgical techniques has significantly improved mediastinal staging. The 2014 ESTS guidelines highlight the importance of combining endosonographic and advanced surgical methods like TEMLA to achieve optimal diagnostic accuracy.
TEMLA offers superior diagnostic performance for staging NSCLC compared to EBUS/EUS and mediastinoscopy, particularly in detecting mediastinal lymph node metastases [
25]. While endosonographic techniques remain the preferred first-line option due to their minimally invasive nature, TEMLA is essential for cases requiring comprehensive mediastinal evaluation or therapeutic lymphadenectomy.
According to the ninth edition of the TNM classification for lung cancer, both endoscopic techniques (EBUS/EUS) and surgical approaches (such as TEMLA) enable accurate assessment of mediastinal nodal involvement, including differentiation between N2a and N2b stages. In the present study, the EBUS/EUS group demonstrated four cases of N2a and five cases of N2b, while the TEMLA group identified four cases of N2a and 11 cases of N2b. The higher detection rate of N2b in the TEMLA group is attributable to the greater number of lymph nodes resected during the procedure (mean of 27.3 nodes) compared to the number of nodes sampled during EBUS/EUS.
A follow-up to the current study, planned as the next step in the investigation, will analyze five-year survival rates in the examined patient cohort and assess the potential impact of TEMLA on five-year survival in NSCLC patients compared to the EBUS/EUS group. In the EBUS/EUS group, 59% (61/103) of patients underwent lymph node verification using EBUS-TBNA or EUS-b-FNA, while 41% (42/103) of procedures were completed without biopsy. No complications were observed in either group, consistent with literature reports indicating a complication rate below 1%. A 2020 study by Kayawake et al. reported a 0.97% complication rate after EBUS-TBNA, including mediastinitis, severe pneumonia, and bronchial obstruction. In the present study, no mortality was noted following EBUS/EUS [
26].
The TEMLA, a more invasive procedure requiring general anesthesia and extensive mediastinal exploration, showed a 6% complication rate (6/101). TEMLA complications were higher than those reported for mediastinoscopy (0.6–1.07%) but involved no life-threatening vascular injuries due to better visualization. Only 3.5% (3/86) of TEMLA patients experienced clinical deterioration preventing subsequent lung resection, and 96.5% (83/86) proceeded to surgery, a rate comparable to mediastinoscopy (91.3–91.9%).
There is one important remark that should be added. Despite the lower complication rate for the EBUS/EUS technique in comparison to the TEMLA group, the possibility of biopsy of stations 5 and 6 is very limited for EBUS/EUS. In a study where such attempts were made, there was a very serious complication reported—a delayed aortic pseudoaneurysm, which showed the risk of such endoscopic biopsy. There has been no such life-threatening complication encountered in the group of 928 patients who underwent TEMLA for staging of NSCLC [
27].
The average duration of TEMLA was 94.5 min (range 55–210), longer than VAMLA (54 min) and re-mediastinoscopy (53 min) due to its comprehensive lymphadenectomy. No mortality was observed after TEMLA in the current study, aligning with previous reports showing a 0.4% mortality rate (for medical reasons only) [
27].
Postoperative mortality following lung resection and lymphadenectomy was 0.6% (1/177), involving a myocardial infarction after left lower lobectomy in a patient staged with TEMLA. This is consistent with reported surgical mortality rates of 1–3% for lobectomy and ≥5% for pneumonectomy. Overall postoperative complications occurred in 12% (22/177) of patients, with similar rates in the EBUS (12%) and TEMLA (13%) groups. No significant difference was observed between the groups.
Thoracic surgery patients are typically high-risk due to advanced age, comorbidities, poor physical condition, malnutrition, and smoking history, often presenting with impaired pulmonary function. These factors, combined with the invasive nature of surgery, prolonged anesthesia, and intensive care requirements, significantly increase perioperative risks. The mortality and complication rates observed in this study align with published data.
The single-center study design somewhat limits the generalizability of the findings to a broader patient population. However, it is important to note that the analyzed groups were homogeneous in terms of the distribution of histopathological types, tumor location frequencies, and clinical stage and reflected the statistical distribution of NSCLC in the general population, which should not pose a barrier to the potential application of study results in clinical practice.
Currently, the main indication for TEMLA is mediastinal staging in patients with locally advanced but potentially resectable lung cancer and negative EBUS/EUS findings, regardless of chest CT or PET/CT results [
3,
4,
5]. A second indication is restaging after neoadjuvant therapy in NSCLC with negative EBUS/EUS [
6]. A third is the presence of a resectable tumor with suspected N1/N2 involvement despite negative EBUS/EUS. In such cases, TEMLA may be combined with intraoperative lymph node assessment and VATS lobectomy. TEMLA is also preferred when stations 5 and 6 are suspicious, as these are nearly inaccessible via EBUS/EUS.