Submitted:
11 July 2024
Posted:
15 July 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Data Assessments/Sources
2.3. Outcome
2.4. Data Analysis
3. Results
3.1. Study Population
3.2. Logistic Regression Analysis of Risk Factors
3.3. Survival Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Patient demographics at study entry | LUAD n=58 |
SQCA n=37 |
P-value |
|---|---|---|---|
|
Age (median, quartiles [1st; 3rd]) years Age > 65 (n, %) Age > 70 (n, %) Age > 80 (n, %) |
60.73 [54.5; 69.0] 21/58 (36.2 %) 11/58 (19.0 %) 0/58 (0 %) |
65.6 [60.5; 70.3] 21/37 (56.8 %) 10/37 (27.0 %) 0/37 (0 %) |
0.0687 0.0492 0.3558 |
|
Sex (n, %) Female Male |
27/58 (46.6 %) 31/58 (53.4 %) |
5/37 (13.5 %) 32/37 (86.5 %) |
0.0009 |
|
BMI (median, quartiles [1st; 3rd]) BMI < 18.5 kg/m2 (n, %) BMI > 18.5, < 25 kg/m2 (n, %) BMI > 25, < 30 kg/m2 (n, %) BMI > 30 kg/m2 (n, %) |
25.3 [23.0; 27.2] 0/58 (0 %) 25/58 (43.1 %) 29/58 (50.0 %) 4/58 (6.9 %) |
23.8 [21.8; 26.6] 0/37 (0 %) 24/37 (64.9 %) 10/37 (27.0 %) 3/37 (8.1 %) |
0.1842 0.0385 0.0264 1.0000 |
|
Pack years (median, quartiles [1st; 3rd]) Never smokers (n, %) Current smokers (n, %) Ex-smokers (n, %) |
30.0 [4.25; 45.0] PY 10/58 (17.2 %) 32/58 (55.2 %) 16/58 (27.6 %) |
40.0 [22.5; 52.5] PY 3/37 (8.1 %) 18/37 (48.6 %) 16/37 (43.2 %) |
0.0288 0.2066 0.5346 0.1143 |
| Alcohol (n, %) |
10/58 (17.2 %) |
6/37 (16.2 %) |
0.8964 |
|
Comorbidities (n, %) Respiratory Cardiovascular Renal Liver Neurological/ psychiatric Diabetes mellitus Non-pulmonary malignancies |
21/58 (36.2 %) 9/58 (15.5 %) 2/58 (3.4 %) 3/57 (5.3 %) 8/58 (13.8 %) 5/58 (8.6 %) 12/58 (20.7 %) |
18/37 (48.6 %) 2/37 (5.4 %) 3/37 (8.1 %) 3/37 (8.1 %) 3/37 (8.1 %) 7/37 (18.9 %) 4/37 (10.8 %) |
0.4546 0.1331 0.3744 0.6769 0.3984 0.1407 0.2096 |
|
Lung function parameters (median, quartiles [1st; 3rd]) FVC (absolute values, L) FEV1 (absolute values, L) DLCO (absolute values, L) |
3.18 [2.76-3.79] 2.25 [1.97-2.92] 5.29 [4.23-6.25] |
3.37 [2.84-4.19] 2.24 [1.64-3.07] 4.40 [3.31-6.05] |
0.2476 0.4897 0.0393 |
|
Lung function parameters (median, quartiles [1st; 3rd]) FVC (predicted, %) FEV1 (predicted, %) DLCO (predicted, %) FEV1/ FVC(%) |
82.50 [72.75-98.00] 80.50 [67.00-90.25] 62.50 [50.50-70.50] 95.00 [87.00-102.00] |
79.00 [71.50-91.00] 69.00 [55.50-85.00] 48.00 [42.00-62.00] 88.00 [78.00-95.00] |
0.2903 0.0103 0.0023 0.0014 |
| Parameters preoperatively (median, quartiles [1st; 3rd]) |
LUAD n=58 |
SQCA n=37 |
P-value |
|---|---|---|---|
|
Blood counts Leukocytes (/nL) Erythrocytes (/pL) Hemoglobin (g/dL) Thrombocytes (/nL) Clinical chemistry CRP (mg/dL) Creatinine (mg/dL) Albumin (g/dL) LDH (IU/L) |
6.15 [4.58; 7.30] 3.74 [3.48; 3.91] 11.9 [11.10; 12.43] 240.5 [204.0; 288.25] 0.20 [0.10; 0.60] 0.90 [0.78; 1.00] 4.27 [3.90; 4.46] 200.0 [169.8; 244.0] |
5.60 [4.35; 7.90] 3.56 [3.33; 4.01] 11.6 [10.85; 12.60] 221.0 [198.5; 268.5] 0.50 [0.10; 1.30] 1.0 [0.80; 1.10] 4.00 [3.60; 4.35] 188.0 [174.0; 211.0] |
0.7923 0.7688 0.8396 0.3046 0.0206 0.1304 0.0281 0.2323 |
| Tumor characteristics | LUAD n=58 |
SQCA n=37 |
P-value |
|---|---|---|---|
|
Tumor side (n, %) Left Right |
27/58 (46.6 %) 31/58 (53.4 %) |
16/37 (43.2 %) 21/37 (56.8 %) |
0.7521 |
|
Tumor localization (n, %) Left upper lobe Left lower lobe Right upper lobe middle lobe Right lower lobe |
17/58 (29.3 %) 10/58 (17.2 %) 22/58 (37.9 %) 2/58 (3.4 %) 7/58 (12.1 %) |
13/37 (35.1 %) 3/37 (8.11 %) 11/37 (29.7 %) 2/37 (5.4 %) 8/37(21.6 %) |
0.5515 0.2066 0.3521 0.6432 0.2131 |
|
TNM7 classification (n, %) cT1 cT2 cT3 cT4 Lymph node involvement (n, %) cN0 cN1 cN2 cN3 |
11/58 (19.0 %) 10/58 (17.2 %) 14/58 (24.1 %) 23/58 (39.7 %) 9/58 (15.5 %) 11/58 (19.0 %) 35/58 (60.3 %) 3/58 (5.2 %) |
0/37 (0 %) 4/37 (10.8 %) 9/37 (24.3 %) 24/37 (64.9 %) 4/37 (10.8 %) 7/37 (18.9 %) 22/37 (59.5 %) 4/37 (10.8 %) |
0.0048 0.3886 0.9830 0.0166 0.5151 0.9955 0.9315 0.3050 |
| Pleura visceralis infiltration (n, %) |
21/58 (36.2 %) |
4/37 (10.8 %) |
0.0061 |
|
TNM7 classification (n, %) yT0 yT1 yT2 yT3 yT4 Lymph node involvement (n, %) yN0 yN1 yN2 yN3 |
10/58 (17.2 %) 20/58 (34.5 %) 11/58 (19.0 %) 9/58 (15.5 %) 8/58 (13.8 %) 34/58 (58.6 %) 6/58 (10.3 %) 17/58 (29.3 %) 1/58 (1.7 %) |
22/37 (59.5 %) 10/37 (27.0 %) 2/37 (5.4 %) 2/37 (5.4 %) 1/37 (2.7 %) 33/37 (89.2 %) 4/37 (10.8 %) 0/37 (0 %) 0/37 (0 %) |
<0.0001 0.4459 0.0608 0.1331 0.0719 0.0014 0.9425 0.0003 0.4220 |
| Features of the surgical procedures | LUAD n=58 |
SQCA n=37 |
P-value |
|---|---|---|---|
|
Resection side (n, %) Left Right |
27/58 (46.6 %) 31/58 (53.4 %) |
16/37 (43.2 %) 21/37 (56.8 %) |
0.7521 |
|
Surgical approach (n, %) Open (thoracotomy) Minimally invasive (VATS) Conversion to open |
50/58 (86.2 %) 5/58 (8.6 %) 3/58 (5.2 %) |
35/37 (94.6%) 2/37 (5.4%) 0/37 (0.0%) |
0.1939 0.7017 0.2791 |
|
Resection extent (n, %) Lobectomy Multilobar -Bilobectomy -Pneumonectomy |
50/58 (86.2 %) 4/58 (6.9 %) 4/58 (6.9 %) |
25/37 (67.6%) 4/37 (10.8%) 8/37 (21.6%) |
0.0298 0.7071 0.0351 |
|
Topographical resection (n, %) Sleeve resection Thoracic wall |
11/58 (19.0 %) 4/58 (6.9 %) |
9/37 (24.3%) 2/37 (5.4%) |
0.5321 1.000 |
| Surgery time (median, quartiles [1st; 3rd]) (minutes) |
213.0 [171.5; 262.5] |
216.0 [165.5;275.0] |
0.6333 |
|
Neoadjuvant therapy Chemotherapy Chemo- and Immunotherapy Radiation therapy Chemo- and Radiation therapy Chemo-, Immuno, and Radiation therapy |
14/58 (24.1 %) 5/58 (8.6 %) 0/58 (0.0 %) 34/58 (58.6 %) 5/58 (8.6 %) |
4/37 (10.8 %) 2/37 (5.4 %) 1/37 (2.7 %) 30/37 (81.1 %) 0/37 (0.0 %) |
0.1060 0.7017 0.3895 0.0228 0.1527 |
|
Adjuvant therapy Chemotherapy Immunotherapy Chemo- and Immunotherapy Radiation therapy Chemo-, Immuno, and Radiation therapy |
1/57 (1.8 %) 9/57 (15.8 %) 0/57 (0.0 %) 8/57 (14.0 %) 1/57 (1.8 %) |
0/36 (0.0 %) 0/36 (0.0 %) 1/36 (2.8 %) 1/36 (2.8 %) 1/36 (2.8 %) |
1.0000 0.0121 0.3871 0.0737 1.0000 |
|
Length of stay (median, quartiles [1st; 3rd]) (days) In-hospital stay ICU stay ICU > 3 days (n, %) ICU > 7 days (n, %) Readmission within 30 days (n, %) |
11.0 [8.0; 14.0] 1.0 [1.0; 2.0] 10/58 (17.2 %) 3/58 (5.2 %) 4/58 (6.9 %) |
13.0 [9.5; 24.5] 3.0 [1.0; 5.0] 12/37 (32.4%) 4/37 (10.8%) 4/37 (10.8%) |
0.0458 0.0039 0.0870 0.4255 0.7071 |
| Primary Tumor relapse or metastasis (n, %) |
31/57 (54.4 %) |
8/36 (22.2%) |
0.0022 |
|
Mortality (n, %) During maximal follow-up Within 30 days postoperatively |
25/58 (43.1 %) 2/58 (3.5 %) |
21/37 (56.8%) 2/37 (5.4%) |
0.5041 1.0000 |
|
Overall survival (estimate [lower bound; upper bound], months) |
55.00 [17.06; 92.94] |
71.00 [44.89; 97.11] |
0.5041 |
| Characterization of Tumor regression score | LUAD n=58 |
SQCA n=37 |
P-value |
|---|---|---|---|
|
TNM7 classification (n, %) yT0 yT1 yT2 yT3 yT4 Lymph node involvement (n, %) yN0 yN1 yN2 yN3 |
10/58 (17.2 %) 20/58 (34.5 %) 11/58 (19.0 %) 9/58 (15.5 %) 8/58 (13.8 %) 34/58 (58.6 %) 6/58 (10.3 %) 17/58 (29.3 %) 1/58 (1.7 %) |
22/37 (59.5%) 10/37 (27.0%) 2/37 (5.4%) 2/37 (5.4%) 1/37 (2.7%) 33/37 (89.2%) 4/37 (10.8%) 0/37 (0.0%) 0/37 (0.0%) |
<0.0001 0.4459 0.0608 0.1331 0.0719 0.0014 0.9425 0.0003 1.0000 |
|
Tumor Regression Score (Junker et al) (n, %) TRG_I (> 95% vital tumor cells) TRG_IIa (> 10% vital tumor cells) TRG_IIb (< 10% vital tumor cells) TRG_III (no vital tumor cells) |
6/58 (10.3 %) 27/58 (46.6 %) 15/58 (25.9 %) 10/58 (17.2 %) |
3/37 (8.1%) 5/37 (13.5%) 9/37 (24.3%) 20/37 (54.1%) |
0.7166 0.0009 0.8664 0.0002 |
|
Tumor size in CT (median, quartiles [1st; 3rd]) (cm) Before neoadjuvant treatment After neoadjuvant treatment before surgery Delta (before-after) neoadjuvant treatment before surgery (absolute) Delta (before-after) neoadjuvant treatment before surgery (relative) Lymph node size in CT (median, quartiles [1st; 3rd]) (cm) Before neoadjuvant treatment |
3.95 [2.40; 6.68] 2.55 [1.50; 4.60] 1.15 [0.55; 2.50] 30.73 [14.95; 53.55] 1.60 [1.20; 2.03] |
5.50 [3.60; 6.35] 3.30 [1.85; 4.35] 1.70 [0.60; 3.10] 32.14 [14.17; 51.05] 1.60 [1.00; 2.20] |
0.2105 0.3758 0.4248 0.8397 0.9299 |
| Covariates for tumor regression | Exp(B) [95% CI] | P-value |
|---|---|---|
| Intraoperative histology (LUAD vs SQCA) | 6.88 [2.40-19.77] | 0.0003 |
| Lymph node size in preoperative PET > 1.7cm | 3.13 [1.11-8.83] | 0.0310 |
| Absolute Delta tumor size post neoadjuvant Therapy > 2.6cm | 3.76 [1.20-11.81] | 0.0233 |
| Covariates for tumor regression | Exp(B) [95% CI] | P-value |
|---|---|---|
| Intraoperative histology (LUAD vs SQCA) | 6.81 [2.34-19.77] | 0.0004 |
| Lymph node size in preoperative PET > 1.7cm | 3.86 [1.35-11.10] | 0.0119 |
| Relative delta (tumor size post neoadjuvant Therapy) > 30% | 4.54 [1.49-13.84] | 0.0079 |
| Independent predictors of overall survival | Exp(B) [95% CI] | P-value |
|---|---|---|
| Age (>70 years) | 2.70 [1.37-5.36] | p=0.0043 |
| Extended resections (>one lobe) | 2.11 [1.10-4.08] | p=0.0257 |
| Absolute tumor size reduction >2.6 cm after neoadjuvant therapy (absolute delta) | 3.82 [1.33-10.92] | p=0.0126 |
| Tumor recurrence or metastasis during follow-up | 2.41 [1.27-4.54] | p=0.0068 |
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