Factors Associated with Nodal Upstaging in Clinical T1a-bN0M0 Non-Small Cell Lung Cancers
Abstract
:Simple Summary
Abstract
1. Introduction
2. Material and Methods
2.1. Study Population
2.2. Preoperative Assessments
2.3. Surgical Techniques and Follow-Ups
2.4. Statistical Analysis
3. Results
3.1. Patient Demographics and Radiological Findings
3.2. Histopathological Findings
3.3. Selecting Cut-Off Values to Discriminate Patients with Lymph Nodal Upstaging
3.4. Univariate and Multivariate Analyses for Predictors of Lymph Nodal Upstaging
3.5. Correlation between Nodal Upstaging and Survival
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
NSCLC | Non-small cell lung cancer |
CT | Computed tomography |
LND | Lymph node dissection |
MRI | Magnetic resonance imaging |
PET | Positron emission tomography |
GGO | Ground-glass opacity |
CEA | Carcinoembryonic antigen |
C/T ratio | consolidation-tumor ratio |
ROC curve | Receiver operating characteristic curve |
IQR | Interquartile range |
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Variable a | pN+ (n = 28) | pN− (n = 324) | p Value |
---|---|---|---|
Age | 59.5 (49–67.75) | 60 (52–65) | 0.828 |
Gender (female) | 17 (60.7) | 210 (64.8) | 0.684 |
Smoking | 4 (14.3) | 47 (14.5) | >0.999 |
Familial lung cancer | 6 (21.7) | 64 (19.8) | 0.807 |
Other malignancy | 5 (17.9) | 33 (10.2) | 0.206 |
CEA (ng/mL) | 2.04 (1.28–5.67) | 1.54 (1.42–2.48) | 0.28 |
CEA > 5 ng/mL (n) | 6 (21.7) | 12 (3.7) | 0.001 |
Image Findings | |||
Tumor Site | 0.872 | ||
Right upper lobe | 10 (35.7) | 123 (38.0) | |
Right middle lobe | 5 (17.9) | 40 (12.3) | |
Right lower lobe | 4 (14.3) | 63 (19.4) | |
Left upper lobe | 6 (21.4) | 58 (17.9) | |
Left lower lobe | 3 (10.7) | 40 (12.3) | |
Tumor Location | 0.003 | ||
Central | 13 (46.4) | 64 (19.8) | |
Peripheral | 15 (53.6) | 260 (80.2) | |
Total size (cm) | 2.10 (1.79–2.69) | 1.93 (1.42–2.48) | 0.049 |
0–1 | 0 (0) | 33 (10.2) | 0.499 |
1–2 | 28 (100) | 291 (89.8) | 0.499 |
Solid size (cm) | 1.60 (1.40–1.81) | 0.85 (0.00–1.38) | <0.001 |
0–1 | 0 (0) | 181 (55.9) | <0.001 |
1–2 | 28 (100) | 143 (44.1) | <0.001 |
C/T ratio | 0.75 (0.59–0.87) | 0.43 (0.00–0.66) | <0.001 |
<0.50 | 3 (10.7) | 197 (60.8) | <0.001 |
≥0.50 | 25 (89.3) | 127 (39.2) | |
<0.75 | 14 (50) | 275 (84.9) | <0.001 |
≥0.75 | 14 (50) | 49 (15.1) | |
Pathological features | |||
Tumor size (cm) | 2.2 (1.73–2.5) | 1.6 (1.2–2.1) | <0.001 |
LN op numbers | 13.5 (7–20.75) | 13 (8–18) | 0.852 |
N1 op numbers | 4 (2–7) | 4 (2–7) | 0.592 |
N2 op numbers | 7 (3–16.5) | 7 (4–12) | 0.907 |
LN postive numbers | 2 (1–3) | 0 | <0.001 |
N1 positive numbers | 1 (0–2) | 0 | <0.001 |
N2 positive numbers | 1 (0–2.75) | 0 | <0.001 |
Differentiation | <0.001 | ||
Well | 0 (0) | 107 (33) | |
Not well | 28 (100) | 217 (67) | |
VPI | 7 (25) | 51 (15.7) | 0.005 |
LVI | 20 (71.4) | 20 (8) | <0.001 |
Lepidic predominant | 0 (0) | 31 (9.5) | 0.154 |
Genetic Mutation a | n | pN+ | pN− | p Value |
---|---|---|---|---|
EGFR | 124 b | 4 (44.4) | 79 (68.7) | 0.155 |
BRAF | 109 c | 0 (0) | 0 (0) | |
KRAS | 109 c | 0 (0) | 3 (2.9) | |
HER2 | 109 c | 0 (0) | 22 (21.8) | |
ALK | 42 d | 1 (25) | 1 (2.6) |
Univariate Predictors | Multivariate Predictors | ||||
---|---|---|---|---|---|
Independent Variables | n | OR (95% CI) | p Value | OR (95% CI) | p Value |
Gender | |||||
Male | 125 | 1.19 (0.54–2.63) | 0.664 | ||
Female | 227 | 1.00 | |||
Smoking | |||||
Smoker | 51 | 0.98 (0.33–2.85) | 0.975 | ||
Never Smoker | 301 | 1.00 | |||
CEA (ng/dL) | |||||
≧5 | 18 | 7.09 (0.43–20.70) | <0.001 | 6.80 (1.89–24.40) | 0.003 |
<5 | 334 | 1.00 | 1.00 | ||
Total tumor diameter (cm) | |||||
≧1.7 | 229 | 2.64 (0.98–7.11) | 0.056 | ||
<1.7 | 123 | 1.00 | |||
Solid part diameter (cm) | |||||
≧1.3 | 115 | 11.6 (4.28–31.43) | <0.001 | 4.36 (1.39–13.68) | 0.012 |
<1.3 | 237 | 1.00 | 1.00 | ||
C/T ratio | |||||
≧0.50 | 152 | 12.93 (3.82–43.70) | <0.001 | 4.93 (1.16–21.02) | 0.031 |
<0.50 | 200 | 1.00 | 1.00 | ||
C/T ratio | |||||
≧0.75 | 63 | 5.61 (2.52–12.50) | <0.001 | 1.38 (0.53–3.57) | 0.51 |
<0.75 | 289 | 1.00 | 1.00 | ||
Tumor location | |||||
Central | 77 | 3.52 (1.60–7.77) | 0.002 | 4.64 (1.84–11.70) | 0.001 |
Peripheral | 275 | 1.00 | 1.00 |
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Tsai, T.-M.; Liu, C.-Y.; Lin, M.-W.; Hsu, H.-H.; Chen, J.-S. Factors Associated with Nodal Upstaging in Clinical T1a-bN0M0 Non-Small Cell Lung Cancers. Cancers 2022, 14, 1277. https://doi.org/10.3390/cancers14051277
Tsai T-M, Liu C-Y, Lin M-W, Hsu H-H, Chen J-S. Factors Associated with Nodal Upstaging in Clinical T1a-bN0M0 Non-Small Cell Lung Cancers. Cancers. 2022; 14(5):1277. https://doi.org/10.3390/cancers14051277
Chicago/Turabian StyleTsai, Tung-Ming, Chao-Yu Liu, Mong-Wei Lin, Hsao-Hsun Hsu, and Jin-Shing Chen. 2022. "Factors Associated with Nodal Upstaging in Clinical T1a-bN0M0 Non-Small Cell Lung Cancers" Cancers 14, no. 5: 1277. https://doi.org/10.3390/cancers14051277
APA StyleTsai, T.-M., Liu, C.-Y., Lin, M.-W., Hsu, H.-H., & Chen, J.-S. (2022). Factors Associated with Nodal Upstaging in Clinical T1a-bN0M0 Non-Small Cell Lung Cancers. Cancers, 14(5), 1277. https://doi.org/10.3390/cancers14051277