Is Long-Term Survival in Metastases from Neuroendocrine Neoplasms Improved by Liver Resection?
Abstract
:1. Introduction
2. Materials and Methods
2.1. Patients
2.2. Analyzed Variables
2.3. Study Endpoints and Baseline Definitions
2.4. Statistical Analyses
2.5. Propensity Score Matching (PSM)
2.6. Quality Assessment of PS
2.7. Nearest Neighbor Matching within a Specified Caliper
2.8. Post-Matching Analyses for Balance Evaluation
3. Results
3.1. The Demographic and Baseline Data of the Unmatched Patients
3.2. The Results of the Evaluation Balance
3.3. Description of the Systemic Therapy Administered Both Prior- and Post-PSM
3.4. Systemic Therapy Administered in the Unmatched Groups
3.5. Systemic Therapy in the Matched Groups
3.6. Liver Resection Traits in the Matched Sample
3.7. Survival Comparison for the Unmatched Sample
3.8. Survival Comparison for the Matched Sample
3.9. Estimating Treatment Effects on the Virtual Matched Cohort
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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Categorical Variables | Overall (n = 93) (%) | A (n = 45) (%) | B (n = 48) (%) | Probability Value * |
---|---|---|---|---|
Gender (male) | 49 (53%) | 27 (60%) | 22 (46%) | 0.174 |
ASA Score (≥3) | 10 (11%) | 4 (9%) | 6 (13%) | 0.913 |
Charlson Comorbidity Score | ||||
6–7 | 32 (34%) | 13 (29%) | 19 (38%) | |
8–9 | 51 (55%) | 28 (62%) | 23 (48%) | 0.603 |
≥10 | 10 (11%) | 4 (9%) | 6 (14%) | |
ECOG Performance Status | ||||
0 | 8 (9%) | 6 (13%) | 2 (4%) | |
1 | 46 (49%) | 21 (47%) | 25 (52%) | 0.431 |
2 | 37 (40%) | 17 (38%) | 20 (42%) | |
3 | 1(1%) | 0 (0%) | 1 (2%) | |
4 | 1 (1%) | 1 (2%) | 0 (0%) | |
Origin of Primary Tumor | ||||
Foregut | 52 (56%) | 19 (42%) | 33 (69%) | |
Midgut | 17 (18%) | 8 (18%) | 9 (19%) | 0.003 |
Hindgut | 2 (2%) | 1 (2%) | 1 (2%) | |
Unknown | 22 (24%) | 17 (38%) | 5 (10%) | |
Origin of Primary Tumor | ||||
Lung | 3 (3%) | 3 (7%) | 0 (0%) | |
Pancreas | 39 (42%) | 11 (24%) | 28 (58%) | 0.003 |
Stomach | 7 (8%) | 3 (7%) | 4 (8%) | |
Duodenum | 1 (1%) | 1 (2%) | 0 (0%) | |
Jejunum and Ileum | 16 (17%) | 8 (18%) | 8 (17%) | |
Colon | 3 (3%) | 1 (2%) | 2 (4%) | |
Other | 2 (2%) | 1 (2%) | 1 (2%) | |
Unknown | 22 (24%) | 17 (38%) | 5 (11%) | |
Functional Syndrome (yes) | 22 (24%) | 13 (29%) | 9 (19%) | 0.408 |
Primary Tumor Resected (yes) | 42 (45%) | 25 (56%) | 17 (35%) | 0.351 |
Grading of Primary Tumor | ||||
Unknown | 40 (43%) | 21 (47%) | 19 (39%) | |
G1 | 15 (16%) | 8 (18%) | 7 (15%) | 0.283 |
G2 | 28 (30%) | 13 (29%) | 15 (31%) | |
G3 | 10 (11%) | 3 (6%) | 7 (15%) | |
Ki-67 of Primary Tumor | ||||
<20 | 43 (44%) | 21 (47%) | 22 (46%) | |
≥20 | 10 (13%) | 3 (6%) | 7 (15%) | 0.075 |
Unknown | 40 (43%) | 21 (47%) | 19 (39%) | |
WHO 2019 NEN Classification | ||||
Unknown | 40 (43%) | 21 (47%) | 19 (39%) | |
NET G1 | 15 (16%) | 8 (18%) | 7 (15%) | 0.283 |
NET G2 | 28 (30%) | 13 (29%) | 15 (31%) | |
NET G3 | 0 (0%) | 0 (0%) | 0 (0%) | |
NEC | 10 (11%) | 3 (6%) | 7 (15%) | |
Lymph Node Metastasis at Resection of PT (yes) | 56 (60%) | 23 (50%) | 33 (69%) | 0.378 |
Synchronous NELM at Diagnosis of PT (yes) | 74 (80%) | 35 (78%) | 39 (81%) | 0.68 |
Extrahepatic Metastases at Diagnosis of PT (yes) | 9 (10%) | 2 (5%) | 7 (15%) | 0.1 |
Number of NELM Upon Diagnosis | ||||
1 | 29 (31%) | 26 (58%) | 3 (6%) | |
2–4 | 21 (23%) | 13 (29%) | 8 (17%) | 0.018 |
>4 | 43 (46%) | 6 (13%) | 37 (77%) | |
Neoplasic Liver Involvement at Diagnosis | ||||
<25% | 30 (32%) | 25 (56%) | 5 (10%) | |
25–50% | 36 (39%) | 14 (31%) | 22 (46%) | <0.001 |
50–75% | 23 (25%) | 6 (13%) | 17 (36%) | |
>75% | 4 (4%) | 0 (0%) | 4 (8%) | |
Location of NELM | ||||
Bilobar | 53 (57%) | 20 (44%) | 33 (69%) | 0.178 |
Grading of NELM | ||||
Unknown | 18 (19%) | 7 (16%) | 11 (23%) | |
G1 | 19 (21%) | 15 (33%) | 4 (8%) | 0.209 |
G2 | 41 (44%) | 18 (40%) | 23 (48%) | |
G3 | 15 (16%) | 5 (11%) | 10 (21%) | |
Ki-67 of NELM | ||||
<20 | 56 (60%) | 29 (65%) | 27 (56%) | |
≥20 | 16 (17%) | 6 (13%) | 10 (21%) | 0.53 |
Unknown | 21 (23%) | 10 (22%) | 11 (23%) | |
Extrahepatic Metastatic Disease at Diagnosis of NELM (yes) | 17 (18%) | 7 (16%) | 10 (21%) | 0.513 |
Continuous variables | ||||
Age (years) (mean ± SD) | 57 ± 11 | 59 ± 10 | 55 ± 12 | 0.147 |
Size of the Greatest LM (cm) (mean ± SD) | 5.55 ± 3.97 | 6.09 ± 4.29 | 5.04 ± 3.61 | 0.209 |
Prior to PSM (93 Patients) | Post PSM—Extended Sample (304 Surrogate Subjects) | |||||||
---|---|---|---|---|---|---|---|---|
A (n = 45) | B (n = 48) | Standardized Mean Difference | Variance Ratio | A (n = 152) | B (n = 152) | Standardized Mean Difference | Variance Ratio | |
PS (Mean ± SD) | 0.759 ± 0.260 | 0.225 ± 0.241 | 1.458 | 1.17 | 0.544 ± 0.311 | 0.496 ± 0.303 | 0.15 | 1.05 |
Prior to PSM (93 Patients) | Post PSM—Extended Sample (304 Surrogate Subjects) | |||||
---|---|---|---|---|---|---|
Categorical Variables | A (n = 45) (%) | B (n = 48) (%) | Probability value * | A (n = 152) (%) | B (n = 152) (%) | Probability Value * |
Charlson Score | ||||||
6–7 | 13 (29%) | 19 (38%) | 55 (36%) | 59 (39%) | ||
8–9 | 28 (62%) | 23 (48%) | 0.603 | 79 (52%) | 61 (40%) | 0.953 |
>10 | 4 (9%) | 6 (14%) | 18 (12%) | 32 (21%) | ||
ECOG Performance Status | ||||||
0 | 6 (13%) | 2 (4%) | 23 (15%) | 17 (11%) | ||
1 | 21 (47%) | 25 (52%) | 0.431 | 73 (48%) | 84 (55%) | 0.983 |
2 | 17 (38%) | 20 (42%) | 52 (34%) | 46 (30%) | ||
3 | 0 (0%) | 1 (2%) | 0 (0%) | 6 (4%) | ||
4 | 1 (2%) | 0 (0%) | 5 (3%) | 0 (0%) | ||
Origin of Primary Tumor | ||||||
Foregut | 19 (42%) | 33 (69%) | 84 (55%) | 78 (51%) | ||
Midgut | 8 (18%) | 9 (19%) | 0.003 | 27 (18%) | 33 (22%) | 0.778 |
Hindgut | 1 (2%) | 1 (2%) | 0 (0%) | 7 (5%) | ||
Unknown | 17 (38%) | 5 (10%) | 40 (26%) | 33 (22%) | ||
Origin of Primary Tumor | ||||||
Lung | 3 (7%) | 0 (0%) | 0 (0%) | 0 (0%) | ||
Pancreas | 11 (24%) | 28 (58%) | 0.003 | 69 (45%) | 64 (42%) | 0.083 |
Stomach | 3 (7%) | 4 (8%) | 15 (10%) | 14 (9%) | ||
Duodenum | 1 (2%) | 0 (0%) | 0 (0%) | 0 (0%) | ||
Jejunum and Ileum | 8 (18%) | 8 (17%) | 28 (18%) | 33 (22%) | ||
Colon | 1 (2%) | 2 (4%) | 0 (0%) | 8 (5%) | ||
Other | 1 (2%) | 1 (2%) | 0 (0%) | 0 (0%) | ||
Unknown | 17 (38%) | 5 (11%) | 40 (26%) | 33 (22%) | ||
Primary Tumor Resected (yes) | 25 (56%) | 17 (35%) | 0.351 | 82 (54%) | 73 (48%) | 0.252 |
Grading of PT | ||||||
Unknown | 21 (47%) | 19 (39%) | 55 (36%) | 58 (38%) | ||
G1 | 8 (18%) | 7 (15%) | 0.283 | 27 (18%) | 24 (16%) | 0.933 |
G2 | 13 (29%) | 15 (31%) | 59 (39%) | 58 (38%) | ||
G3 | 3 (6%) | 7 (15%) | 11 (7%) | 12 (8%) | ||
WHO 2019 Classification | ||||||
Unknown | 21 (47%) | 19 (39%) | 55 (36%) | 58 (38%) | ||
NET G1 | 8 (18%) | 7 (15%) | 0.283 | 27 (18%) | 24 (16%) | 0.933 |
NET G2 | 13 (29%) | 15 (31%) | 59 (39%) | 58 (38%) | ||
NET G3 | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | ||
NEC | 3 (6%) | 7 (15%) | 11 (7%) | 12 (8%) | ||
Number of NELM Upon Diagnosis | ||||||
1 | ||||||
2–4 | 26 (58%) | 3 (6%) | 49 (32%) | 29 (19%) | ||
>4 | 13 (29%) | 8 (17%) | 0.018 | 35 (23%) | 58 (38%) | 0.417 |
6 (13%) | 37 (77%) | 68 (45%) | 65 (43%) | |||
Neoplasic Liver Involvement at Diagnosis | ||||||
<25% | ||||||
25–50% | 25 (56%) | 5 (10%) | 47 (31%) | 43 (28%) | ||
50–75% | 14 (31%) | 22 (46%) | <0.001 | 71 (47%) | 84 (55%) | 0.398 |
>75% | 6 (13%) | 17 (36%) | 33 (22%) | 20 (13%) | ||
0 (0%) | 4 (8%) | 0 (0%) | 6 (4%) | |||
Location of NELM | ||||||
Bilobar | 20 (44%) | 33 (69%) | 0.178 | 91 (60%) | 94 (62%) | 0.725 |
Grading of NELM | ||||||
Unknown | 7 (16%) | 11 (23%) | 17 (11%) | 27 (18%) | ||
G1 | 15 (33%) | 4 (8%) | 0.209 | 56 (37%) | 26 (17%) | 0.368 |
G2 | 18 (40%) | 23 (48%) | 67 (44%) | 70 (46%) | ||
G3 | 5 (11%) | 10 (21%) | 12 (8%) | 29 (19%) | ||
Age (years) (mean ± SD) | 59 ± 10 | 55 ± 12 | 0.147 | 57 ± 8 | 57 ± 12 | 0.965 |
Size of the Greatest LM (cm) (mean ± SD) | 6.09 ± 4.29 | 5.04 ± 3.61 | 0.209 | 4.87 ± 3.01 | 4.85 ± 3.33 | 0.973 |
Prior to PSM (93 Patients) | Post PSM—Extended Sample (304 Subjects) | |||||
---|---|---|---|---|---|---|
Categorical Covariates | A (n = 45) (%) | B (n = 48) (%) | Probability Value * | A (n = 152) (%) | B (n = 152) (%) | Probability Value * |
Somatostatin analogues after liver resection (yes) | 6 (13%) | 34 (71%) | <0.001 | 20 (13%) | 100 (66%) | <0.001 |
Chemotherapy after liver resection (yes) | 3 (7%) | 30 (63%) | <0.001 | 9 (6%) | 87 (57%) | <0.001 |
Interferon (yes) | 1 (2%) | 1 (2%) | 1 | 14 (9%) | 2 (1%) | 0.001 |
Biological targeted therapies | ||||||
Sunitinib Maleate (yes) | 0 (0%) | 3 (6%) | - | 0 (0%) | 6 (4%) | - |
Everolimus | 0 (0%) | 3 (6%) | 0 (0%) | 6 (4%) | ||
Radiotherapy after liver resection (yes) | 0 (0%) | 1 (2%) | - | 0 (0%) | 2 (1%) | - |
PRRT after liver resection (yes) | 1 (2%) | 0 (0%) | - | 2 (1%) | 0 (0%) | - |
Covariates | Univariate | Multivariate | ||||
---|---|---|---|---|---|---|
Hazard Ratio | 95% CI | Probability Value | Hazard Ratio | 95% CI | Probability Value | |
Age (years) | 0.956 | 0.940–0.973 | <0.001 | |||
Origin of PT | ||||||
Foregut | 1.98 | 1.406–2.789 | <0.001 | |||
Midgut | 0.16 | 0.078–0.329 | <0.001 | 0.014 | 0.003–0.075 | <0.001 |
Hindgut | 12.062 | 5.175–28.11 | <0.001 | |||
Functional syndrome (yes) | 1.421 | 1.139–1.773 | 0.002 | |||
Primary Tumor Resected (no) | 2.346 | 1.658–3.321 | <0.001 | |||
Grading of PT | ||||||
G2 (NET) | 1.341 | 1.216–2.539 | <0.001 | |||
G3 (NEC) | 4.274 | 2.737–6.676 | <0.001 | 2.228 | 2.082–6.632 | 0.005 |
Synchronous NELM upon Diagnosis of PT (no) | ||||||
0.63 | 0.395–1.006 | 0.049 | 0.245 | 0.111–0.543 | 0.001 | |
Ki-67 of PT | ||||||
≥20 | 4.54 | 3.011–6.846 | <0.001 | |||
Number of NELM Upon Diagnosis | ||||||
Solitary | 0.566 | 0.368–0.871 | 0.01 | |||
2–4 | 1.582 | 1.104–2.265 | 0.012 | 1.193 | 1.089–2.421 | <0.001 |
Size of the Greatest NELM (cm) | 1.112 | 1.066–1.181 | <0.001 | |||
Hepatic Involvement at Diagnosis | ||||||
25–50% | 1.456 | 1.034–2.049 | 0.031 | 12.336 | 5.164–29.469 | <0.001 |
Location of NELM | ||||||
(unilobar) | 0.582 | 0.401–0.843 | 0.004 | 0.338 | 0.150–0.763 | 0.009 |
Grading of NELM | ||||||
G1 | 0.375 | 0.238–0.589 | <0.001 | |||
G3 | 7.713 | 5.231–11.37 | <0.001 | 9.906 | 4.734–20.728 | <0.001 |
Ki-67 of NELM | ||||||
≥20 | 8.313 | 5.494–12.57 | <0.001 |
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Kraft, A.; Croitoru, A.; Moldovan, C.; Lupescu, I.; Tomescu, D.; Purnichescu-Purtan, R.; Herlea, V.; Popescu, I.; Botea, F. Is Long-Term Survival in Metastases from Neuroendocrine Neoplasms Improved by Liver Resection? Medicina 2022, 58, 22. https://doi.org/10.3390/medicina58010022
Kraft A, Croitoru A, Moldovan C, Lupescu I, Tomescu D, Purnichescu-Purtan R, Herlea V, Popescu I, Botea F. Is Long-Term Survival in Metastases from Neuroendocrine Neoplasms Improved by Liver Resection? Medicina. 2022; 58(1):22. https://doi.org/10.3390/medicina58010022
Chicago/Turabian StyleKraft, Alin, Adina Croitoru, Cosmin Moldovan, Ioana Lupescu, Dana Tomescu, Raluca Purnichescu-Purtan, Vlad Herlea, Irinel Popescu, and Florin Botea. 2022. "Is Long-Term Survival in Metastases from Neuroendocrine Neoplasms Improved by Liver Resection?" Medicina 58, no. 1: 22. https://doi.org/10.3390/medicina58010022
APA StyleKraft, A., Croitoru, A., Moldovan, C., Lupescu, I., Tomescu, D., Purnichescu-Purtan, R., Herlea, V., Popescu, I., & Botea, F. (2022). Is Long-Term Survival in Metastases from Neuroendocrine Neoplasms Improved by Liver Resection? Medicina, 58(1), 22. https://doi.org/10.3390/medicina58010022