Abstract
Background
Computed tomography (CT)-guided tumor ablation has emerged as an important treatment option for patients with stage I non-small-cell lung cancer (NSCLC) who are poor surgical candidates. Here, the clinical performance and safety profiles of cryoablation (CA) and microwave ablation (MWA) for stage I NSCLC were compared.
Methods
Consecutive patients with stage I NSCLC treated with CT-guided CA or MWA between November 2022 and March 2025 were retrospectively enrolled. Outcomes evaluated included ablation effectiveness, long-term survival, and procedure-related complications, which were examined and compared between groups.
Results
Ninety-one patients were eligible for analysis in the present study, of whom 48 underwent CA and 43 underwent MWA. Baseline characteristics did not differ significantly between groups. Primary complete ablation rates were 93.8% for CA and 95.3% for MWA (p = 1.000); secondary complete ablation was achieved in all remaining cases in both cohorts. Patients treated with CA reported significantly lower procedural pain scores than those treated with MWA (median 1 vs. 3, p < 0.001). Median postoperative hospital stay was comparable (3 vs. 2 days, p = 0.376). Median progression-free survival (PFS) was 16 months for CA and 15 months for MWA (p = 0.763), while median overall survival (OS) was 23 and 24 months, respectively (p = 0.894). Complication rates were similar in both groups.
Conclusions
For stage I NSCLC, both CA and MWA demonstrated comparable therapeutic efficacy and safety. However, CA offered the advantage of reduced intraprocedural pain compared with MWA.
Keywords: CT, Ablation, Lung cancer, Stage I
Introduction
Lung cancer is still the deadliest cancer globally and has the highest morbidity rate [1]. NSCLC constitutes approximately 75%-85% of lung cancer cases [2]. With the increasing implementation of chest CT screening, more stage I NSCLC cases are being detected, presenting an opportunity for curative resection and favorable long-term survival [3].
For operable stage I NSCLC patients, lobectomy combined with hilar and mediastinal lymph node dissection remains the standard treatment, yielding 5-year survival rates of 57%-85% [2]. Moreover, recent studies suggest that sublobar resection may provide similar survival outcomes to lobectomy for tumors ≤ 2 cm [3, 4]. Despite these advances, an estimated 20% of stage I NSCLC patients are unable to undergo surgery due to comorbidities or limited cardiopulmonary reserve [5]. CT-guided ablation has therefore become an accepted nonsurgical alternative for this subset of patients [6]. Although ablation may result in higher local recurrence rates and shorter progression-free survival (PFS) and overall survival (OS) than sublobectomy, it remains a viable treatment for patients who are not suitable candidates to undergo surgical management [6].
Radiofrequency ablation (RFA), CA, and MWA have all been recognized as effective ablative strategies in early-stage NSCLC [6, 7]. RFA and MWA achieve tumor destruction via thermal energy, with MWA offering advantages such as a larger and more uniform ablation zone and reduced heat-sink effect compared to RFA [8]. CA, in contrast, induces cellular damage by freezing tissue and is known to cause less procedural pain than heat-based modalities [9]. However, direct comparisons between CA and MWA in stage I NSCLC remain limited.
This study aimed to compare the safety and effectiveness of CA versus MWA in patients with stage I NSCLC.
Methods
Study design
The institutional review boards of The First Affiliated Hospital of Ningbo University and Xuzhou Central Hospital gave approval for this retrospective study. Due to its retrospective nature, informed consent requirements were waived.
Patients who underwent CT-guided CA or MWA for stage I NSCLC between November 2022 and March 2025 were reviewed. Inclusion criteria were: (a) histologically confirmed NSCLC; (b) stage I disease according to TNM classification; (c) deemed unsuitable for surgery; and (d) no prior NSCLC-directed therapy. Exclusion criteria included: (a) Eastern Clinical Oncology Group performance status (ECOG PS) >2; (b) tumors adjacent to major cardiac structures or large vessels; (c) history of other malignancies; or (d) significant dysfunction of cardiac, pulmonary, hepatic, renal, or coagulation systems.
In this study, all patients could undergo both MWA and CA. Before treatment, we have introduced the details of advantages and disadvantages of both techniques to each patient. For example, the advantages of MWA mainly include short procedural time and low cost, while the main disadvantage is high level of intraoperative pain. The advantages of CA mainly include precise ablation and low level of intraoperative pain, while the disadvantages of CA mainly include long procedural time and high cost. All patients decided to choose one of the 2 methods after considering the advantages and disadvantages mentioned above and discussing with their families.
CT-guided ablation
All procedures were performed under CT guidance with local anesthesia by experienced thoracic interventional radiologists (>5 years). Patient positioning varied according to tumor location.
For CA, an argon-helium system (CryoHit, Galil Medical, Israel) was used. The number and placement of cryoprobes were determined based on tumor size, shape, and location. Each lesion underwent two freeze-thaw cycles (10-minute freeze, 3-minute thaw). Tip temperatures reached approximately −140 °C via rapid argon expansion, followed by helium-mediated displacement of the argon to initiate thawing.
MWA was performed using the KY-2450B generator (Kangyou, Nanjing, China; frequency 2450 ± 50 MHz). Antenna placement followed the same principles as was used for CA. A water-cooled antenna was used, with energy settings of 40–50 W for 5–10 minutes.
After ablation procedures had been completed, CT was repeated to confirm adequate ablation margins (5–10 mm beyond tumor borders) and to identify procedure-related complications.
Follow-up
Patients were evaluated at 1, 3, and 6 months post-procedure and every 6 months thereafter. Assessments included imaging and physical examinations. Follow-up continued until death or study termination (September 2025). Additional cancer-directed therapy after ablation was permitted. The decision and protocol of additional chemotherapy, target therapy, or immunotherapy was made and individually designed based on the preoperative pathological, immunohistochemical, and molecular tests.
Definition
Complete ablation was defined as the absence of enhancement on contrast-enhanced CT one week post-procedure [9]. If incomplete, repeat ablation was performed. Pain was assessed using a visual analog scale (VAS, 0–10). Local progression was defined as tumor enlargement or new enhancement within the ablation zone [2, 9]. PFS was calculated from the ablation date to the time of progression. OS was calculated from the time of ablation until death or last follow-up.
Statistical analyses
Continuous variables were reported as mean ± standard deviation or median (interquartile range). Between-group comparisons used independent-samples t-tests or Mann-Whitney U tests. Categorical variables were assessed using chi-square or Fisher’s exact tests. Prognostic factors for PFS and OS were evaluated using Cox regression. Statistical significance was set at p < 0.05. Analyses were performed using SPSS 16.0.
Results
Patients
A total of 91 patients met the inclusion criteria and were enrolled in the study analyses, with 48 having undergone CA (Fig. 1) and 43 having undergone MWA (Fig. 2). Baseline demographic and tumor characteristics did not significantly differ between groups (Table 1). Seven patients (MWA group: 3, CA group: 4) had the mixed ground glass capacity lesion aspect on CT (p = 1.000). Post-procedure anticancer therapy was administered to 18 patients in the CA cohort and 17 in the MWA cohort.
Fig. 1.
The procedures of CT-guided CA for stage I NSCLC. (a) The chest CT showed the lesion located at the right upper lobe. (b) The image of CT-guided CA. (c) The repeat CT showed that the ablation area completely covered the lesion
Fig. 2.
The procedures of CT-guided MWA for stage I NSCLC. (a) The chest CT showed the lesion located at the right upper lobe. (b) The image of CT-guided MWA. (c) The repeat CT showed that the ablation area completely covered the lesion
Table 1.
Baseline data of the patients
| CA group | MWA group | P value | |
|---|---|---|---|
| Patients number | 48 | 43 | |
| Age (y) | 74.1 ± 8.9 | 73.3 ± 8.6 | 0.666 |
| Gender | 0.517 | ||
| Male | 30 | 24 | |
| Female | 18 | 19 | |
| ECOG PS | 1 (Q1: 0; Q3: 1) | 1 (Q1: 0; Q3: 1) | 0.259 |
| Pathological diagnoses | 0.992 | ||
| Adenocarcinoma | 32 | 29 | |
| Squamous cell carcinoma | 10 | 9 | |
| Others | 6 | 5 | |
| Clinical stage | 0.184 | ||
| IA (T1N0M0) | 29 | 20 | |
| IB (T2aN0M0) | 19 | 23 | |
| Tumor size (mm) | 25.7 ± 12.4 | 24.1 ± 11.1 | 0.528 |
| Lung sides | 0.657 | ||
| Left | 19 | 19 | |
| Right | 29 | 24 | |
| Lobe | 0.836 | ||
| Upper | 28 | 26 | |
| Non-upper | 20 | 17 | |
| Postoperative anticancer treatments (total) | 18 | 17 | 0.842 |
| Chemotherapy | 9 | 10 | |
| Target therapy | 11 | 8 | |
| Immunotherapy | 10 | 11 |
CA: cryoablation; ECOG PS: Eastern Clinical Oncology Group performance status; MWA: microwave ablation
Treatment outcomes
Initial technical success was high in both groups, with primary complete ablation rates of 93.8% forCA and 95.3% for MWA (p = 1.000). All patients who did not achieve primary ablation attained complete ablation after a second procedure (100% in both cohorts; Table 2). Pain scores were significantly lower following CA compared with MWA (median 1 vs. 3, p < 0.001). Length of postoperative hospitalization was similar (median 3 vs. 2 days, p = 0.376).
Table 2.
Treatment outcomes
| CA group | MWA group | P value | |
|---|---|---|---|
| Primary complete ablation | 45 (93.8%) | 41 (95.3%) | 1.000 |
| Secondary complete ablation | 48 (100%) | 43 (100%) | Not applicable |
| Pain score | 1 (Q1: 1; Q3: 2) | 3 (Q1: 3; Q3: 3) | <0.001 |
| Postoperative hospital stay (d) | 3 (Q1: 2; Q3: 4) | 2 (Q1: 2; Q3: 4) | 0.376 |
| Tumor progression | |||
| Local | 13 (27.1%) | 12 (27.9%) | 0.93 |
| Distant | 10 (20.8%) | 11 (25.6%) | 0.591 |
| Death | 10 (20.8%) | 9 (20.9%) | 0.991 |
| PFS (months) | 16 | 15 | 0.763 |
| OS (months) | 23 | 24 | 0.894 |
CA: cryoablation; PFS: progression-free survival; MWA: microwave ablation; OS: overall survival
During follow-up, 23 patients (47.9%) in the CA group and 23 (53.5%) in the MWA group experienced tumor progression (Table 2). One- and two-year PFS rates were 46.7% and 43.1% in the CA group, and 44.8% and 41.1% in the MWA group, respectively. Median PFS was comparable (16 vs. 15 months, p = 0.763; Fig. 3a).
Fig. 3.
The (a) PFS and (b) OS between CA and MWA in the entire patients
Ten patients in the CA cohort and nine in the MWA cohort died during follow-up. One- and two-year OS rates were 79.2% and 68.7% for CA and 76.9% and 71.4% for MWA. Median OS did not significantly differ (23 vs. 24 months, p = 0.894; Fig. 3b).
Cox regression analysis identified clinical stage IB disease as an independent predictor of worse PFS (p = 0.01) and OS (p < 0.001) (Tables 3 and 4).
Table 3.
Cox-regression analysis for PFS
| Univariate analysis | Multivariate analysis | |||||
|---|---|---|---|---|---|---|
| Hazard ratio | 95% CI | P value | Hazard ratio | 95% CI | P value | |
| Age | 0.993 | 0.961–1.026 | 0.684 | |||
| Gender | ||||||
| Male | 1 | |||||
| Female | 0.650 | 0.356–1.185 | 0.160 | |||
| ECOG PS | 1.393 | 0.933 - 2.079 | 0.105 | |||
| Tumor stage | ||||||
| IA (T1N0M0) | 1 | 1 | ||||
| IB (T2aN0M0) | 3.224 | 1.771–5.870 | <0.001 | 2.347 | 1.232–4.472 | 0.01 |
| Pathological diagnoses | ||||||
| Non-adenocarcinoma | 1 | 1 | ||||
| Adenocarcinoma | 0.496 | 0.276–0.891 | 0.019 | 0.823 | 0.439–1.543 | 0.544 |
| Lung side | ||||||
| Right | 1 | |||||
| Left | 0.843 | 0.462–1.536 | 0.576 | |||
| Lobe | ||||||
| Non-upper | 1 | |||||
| Upper | 0.828 | 0.463–1.480 | 0.524 | |||
| Ablation methods | ||||||
| CA | 1 | |||||
| MWA | 1.089 | 0.611–1.941 | 0.773 | |||
| Postoperative anticancer treatments | ||||||
| No | 1 | 1 | ||||
| Yes | 2.807 | 1.540–5.115 | 0.001 | 1.922 | 0.982–3.759 | 0.056 |
CA: cryoablation; PFS: progression-free survival; MWA: microwave ablation
Table 4.
Cox-regression analysis for OS
| Univariate analysis | Multivariate analysis | |||||
|---|---|---|---|---|---|---|
| Hazard ratio | 95% CI | P value | Hazard ratio | 95% CI | P value | |
| Age | 1.054 | 0.993–1.119 | 0.083 | 1.023 | 0.950–1.101 | 0.543 |
| Gender | ||||||
| Male | 1 | |||||
| Female | 0.586 | 0.223–1.545 | 0.280 | |||
| ECOG PS | 2.253 | 1.185 - 4.286 | 0.013 | 1.758 | 0.830–3.724 | 0.141 |
| Tumor stage | ||||||
| IA (T1N0M0) | 1 | 1 | ||||
| IB (T2aN0M0) | 7.780 | 2.756–21.958 | <0.001 | 6.972 | 2.470–19.682 | <0.001 |
| Pathological diagnoses | ||||||
| Non-adenocarcinoma | 1 | |||||
| Adenocarcinoma | 1.391 | 0.500–3.869 | 0.527 | |||
| Lung side | ||||||
| Right | 1 | |||||
| Left | 1.277 | 0.511–3.193 | 0.601 | |||
| Lobe | ||||||
| Non-upper | 1 | |||||
| Upper | 0.797 | 0.323–1.964 | 0.622 | |||
| Ablation methods | ||||||
| CA | 1 | |||||
| MWA | 0.941 | 0.382–2.319 | 0.895 | |||
| Postoperative anticancer treatments | ||||||
| No | 1 | |||||
| Yes | 1.960 | 0.788–4.875 | 0.148 | |||
CA: cryoablation; MWA: microwave ablation; OS: overall survival
Complications
Complication profiles were similar across both treatment modalities (Table 5). Rates of pneumothorax (43.8% vs. 41.9%, p = 0.856), hemoptysis (12.5% vs. 11.6%, p = 0.899), and pulmonary infection (4.2% vs. 2.3%, p = 1.000) did not differ significantly. Chest tube drainage was required in six CA patients and seven MWA patients, while others were managed conservatively.
Table 5.
Treatment -related complications
| CA group | MWA group | P value | |
|---|---|---|---|
| Pneumothorax | 21 (43.8%) | 18 (41.9%) | 0.856 |
| Hemoptysis | 6 (12.5%) | 5 (11.6%) | 0.899 |
| Lung infection | 2 (4.2%) | 1 (2.3%) | 1.000 |
CA: cryoablation; MWA: microwave ablation
Subgroup analyses
Subgroup analyses stratified by disease stage (IA vs. IB) demonstrated similar outcomes between the two treatments.
For Stage IA patients, PFS at 1 and 2 years was 60.9% in the CA cohort and 55.0% in the MWA cohort, with median PFS of 20 and 19 months (p = 0.593; Fig. 4a). OS at 1 and 2 years was 96.6% and 91.2% for CA versus 96.4% and 86.8% for MWA, with median OS of 28 vs. 27 months (p = 0.683; Fig. 4b).
Fig. 4.
The (a) PFS and (b) OS between CA and MWA in the patients with stage IA NSCLC
For Stage IB patients, 1-year PFS rates were 19.3% for CA and 22.0% for MWA, with both groups reaching 0% by year 2; median PFS was 6 months for both (p = 0.990; Fig. 5a). One- and two-year OS rates were 68.5% and 22.8% (CA) versus 50.0% and 25.0% (MWA), with median OS of 13 vs. 14 months (p = 0.906; Fig. 5b).
Fig. 5.
The (a) PFS and (b) OS between CA and MWA in the patients with stage IB NSCLC
Discussion
Sublobectomy and percutaneous ablation are both utilized in the management of stage I NSCLC [6]. Evidence from a prior meta-analysis demonstrated that sublobectomy offers a markedly lower incidence of local recurrence compared with ablation (5.0% vs. 25.4%, p < 0.0001), along with significantly prolonged OS and PFS [6]. However, percutaneous ablation remains a valuable treatment option for patients who are medically ineligible for surgery [6]. In contrast to sublobectomy, ablation can be completed under local anesthesia and is associated with a shorter postoperative hospitalization period [6].
We evaluated the comparative clinical performance and safety profiles of CA and MWA in patients with stage I NSCLC. CA and MWA employ distinct mechanisms in the form of cryogenic tissue destruction versus thermal coagulation. Both modalities demonstrated high efficacy, with nearly identical primary complete ablation rates (93.8% vs. 95.3%, p = 1.000) and universal secondary complete ablation success. Comparable short-term tumor responses between these two techniques have also been reported by Li et al. [10], and similar findings in hepatocellular carcinoma suggest that CA and MWA may achieve equivalent ablative outcomes across malignancies [11].
In addition, pain severity differed substantially between modalities. Patients undergoing CA reported significantly less postoperative discomfort than those treated with MWA, likely due to CA’s intrinsic anesthetic effect via tissue freezing [6]. Li et al. [10] similarly observed lower intraprocedural pain in the CA cohort (3 vs. 5, p < 0.001). Postoperative length of stay did not vary significantly, suggesting that the choice of ablation method does not meaningfully affect recovery duration.
Tumor progression served as a main clinical endpoint. Rates of local (27.1% vs. 27.9%, p = 0.93) and distant (20.8% vs. 25.6%, p = 0.591) disease recurrence were statistically comparable between CA and MWA groups. These values are consistent with those reported in a meta-analysis evaluating ablation outcomes for stage I NSCLC [6]. Likewise, PFS, OS, and 1- and 2-year survival estimates showed no significant differences. The PFS observed here aligns with previously published data on MWA for stage I disease [2]. Nan et al. [12] reported 2-year OS rates of 66.0% and 69.9% following CA and MWA, respectively, which were slightly lower than those in our study, likely due to their inclusion of patients across all NSCLC stages, whereas our sample was limited to stage I tumors.
Cox regression analysis identified stage IB disease as the only independent predictor of reduced PFS and OS. Stratified subgroup evaluation further confirmed that survival outcomes did not differ between CA and MWA within either stage IA or stage IB cohorts. Thus, tumor stage rather than ablation modality appears to be the primary determinant of long-term prognosis.
Both treatment groups demonstrated similar complication profiles, with comparable rates of pneumothorax, hemoptysis, and infection. These findings align with those of Li et al. [10], supporting the notion that CA and MWA offer comparable safety for pulmonary tumor ablation.
This study has certain limitations of note. Firstly, the retrospective design introduces unavoidable selection bias, although baseline characteristics were well balanced between groups. Secondly, operator experience varied between the two participating centers, which may have influenced outcomes. Finally, the sample size was modest, underscoring the need for prospective, randomized studies with larger populations to validate these results.
Conclusion
In summary, both CA and MWA provided equivalent therapeutic efficacy and safety in stage I NSCLC. While oncologic outcomes did not differ between techniques, CA was associated with significantly less procedural pain. Additional prospective clinical trials are warranted to further refine patient selection and confirm these findings.
Acknowledgements
None.
Abbreviations
- CA
Cryoablation
- CT
Computed tomography
- ECOG PS
Eastern Clinical Oncology Group performance status
- MWA
Microwave ablation
- NSCLC
Non-small-cell lung cancer
- OS
Overall survival
- PFS
Progression-free survival
- RFA
Radiofrequency ablation
Author contributions
YL and ZY designed this work. JL, FT, and HW collected the clinical data. JH performed the statistical analyses. RH wrote this article. Final manuscript was approved by all authors.
Funding
None.
Data availability
The data that support the findings of this study are available from the corresponding author upon reasonable request.
Declarations
Ethics approval and consent to participate
This study was approved by Ethics Committee of The First Affiliated Hospital of Ningbo University and Xuzhou Central Hospital. All methods were carried out in accordance with the 1964 Declaration of Helsinki. All patients provided the consent to participate.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Zhi-Hai Yu, Email: fyyuzhihai@nbu.edu.cn.
Yun Lu, Email: qq15205210982@163.com.
References
- 1.Jeon H, Wang S, Song J, Gill H, Cheng H. Update 2025: management of Non‑Small-Cell lung cancer. Lung. 2025;203(1):53. 10.1007/s00408-025-00801-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Yan P, Tong AN, Nie XL, Ma M-G. Assessment of safety margin after microwave ablation of stage I NSCLC with three-dimensional reconstruction technique using CT imaging. BMC Med Imag. 2021;21(1):96. 10.1186/s12880-021-00626-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Stamatis G, Leschber G, Schwarz B, Brintrup DL, Flossdorf S, Passlick B, et al. Survival outcomes in a prospective randomized multicenter phase III trial comparing patients undergoing anatomical segmentectomy versus standard lobectomy for non-small cell lung cancer up to 2 cm. Lung Cancer. 2022;172:108–16. 10.1016/j.lungcan.2022.08.013. [DOI] [PubMed] [Google Scholar]
- 4.Hattori A, Suzuki K, Takamochi K, Wakabayashi M, Sekino Y, Tsutani Y, et al. Segmentectomy versus lobectomy in small-sized peripheral non-small-cell lung cancer with radiologically pure-solid appearance in Japan (JCOG0802/WJOG4607L): a post-hoc supplemental analysis of a multicentre, open-label, phase 3 trial. LancetThe Lancet Respir Med. 2024;12(2):105–16. 10.1016/S2213-2600(23)00382-X. [DOI] [PubMed] [Google Scholar]
- 5.El-Sherif A, Gooding WE, Santos R, Pettiford B, Ferson PF, Fernando HC, et al. Outcomes of sublobar resection versus lobectomy for stage I non–small cell lung cancer: a 13-year analysis. Ann Thorac Surg. 2006;82(2):408–16; discussion 415-416.10.1016/j.athoracsur.2006.02.029. [DOI] [PubMed] [Google Scholar]
- 6.Li Y, Yang F, Huang YY, Wang T. Sublobar resection versus ablation for stage I non-small-cell lung cancer: a meta-analysis. J Cardiothorac Surg. 2022;17(1):17. 10.1186/s13019-022-01766-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Inoue M, Nakatsuka S, Jinzaki M. Cryoablation of early-stage primary lung cancer. Biomed Res Int. 2014, 2014: 2014:1–8. 10.1155/2014/521691. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Prud’homme C, Deschamps F, Moulin B, Hakime A, Al-Ahmar M, Moalla S, et al. Image-guided lung metastasis ablation: a literature review. Int J Hyperthermia. 2019;36(2):37–45. 10.1080/02656736.2019.1647358. [DOI] [PubMed] [Google Scholar]
- 9.Zhang W, Liu W, Wu ZL, Zhao Z-Y, Ma W-M. Percutaneous ablation for adrenal metastasis from non-small-cell lung cancer: comparison between cryoablation and microwave ablation. Videosurgery Other Miniinvasive Techniques. 2024;19:52–59. 10.5114/wiitm.2024.134804. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Li HW, Long YJ, Yan GW, Bhetuwal A, Zhuo L-H, Yao H-C, et al. Microwave ablation vs. cryoablation for treatment of primary and metastatic pulmonary malignant tumors. Mol Clin Oncol. 2022;16(3):62. 10.3892/mco.2022.2495. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Tang L, Liu H, Cheng J, et al. Cryoablation versus microwave ablation in the treatment of hepatocellular carcinoma: a systematic review and meta-analysis. Asian J Surg. 2024, Dec;12:S1015–9584(24)02567–3. [DOI] [PubMed]
- 12.Nan FY, Liu XF, An P, Bian L-J, Deng K-L, Huo X-S, et al. Comparison of the efficacy and adverse events between argon-helium cryoablation and microwave ablation for non-small cell lung cancer: a propensity score matching study. J Thorac Dis. 2025;17(7):4587–99. 10.21037/jtd-2024-2228. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data that support the findings of this study are available from the corresponding author upon reasonable request.





