| Literature DB >> 35056330 |
Alin Kraft1,2, Adina Croitoru3,4, Cosmin Moldovan4, Ioana Lupescu5,6, Dana Tomescu5,7, Raluca Purnichescu-Purtan8, Vlad Herlea4,9, Irinel Popescu4,10, Florin Botea4,10.
Abstract
Background andEntities:
Keywords: liver resection; multimodal therapeutic strategy; neuroendocrine neoplasms; overall survival; propensity score matching
Mesh:
Year: 2021 PMID: 35056330 PMCID: PMC8778622 DOI: 10.3390/medicina58010022
Source DB: PubMed Journal: Medicina (Kaunas) ISSN: 1010-660X Impact factor: 2.430
Demographic and baseline data of patients prior to PSM.
|
| Overall ( | A ( | B ( | Probability Value * |
|---|---|---|---|---|
|
| 49 (53%) | 27 (60%) | 22 (46%) | 0.174 |
|
| 10 (11%) | 4 (9%) | 6 (13%) | 0.913 |
|
| ||||
| 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%) | |
|
| ||||
| 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%) | |
|
| ||||
| 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%) | |
|
| ||||
| 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%) | |
|
| 22 (24%) | 13 (29%) | 9 (19%) | 0.408 |
|
| 42 (45%) | 25 (56%) | 17 (35%) | 0.351 |
|
| ||||
| 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%) | |
|
| ||||
| <20 | 43 (44%) | 21 (47%) | 22 (46%) | |
| ≥20 | 10 (13%) | 3 (6%) | 7 (15%) | 0.075 |
| Unknown | 40 (43%) | 21 (47%) | 19 (39%) | |
|
| ||||
| 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%) | |
|
| 56 (60%) | 23 (50%) | 33 (69%) | 0.378 |
|
| 74 (80%) | 35 (78%) | 39 (81%) | 0.68 |
|
| 9 (10%) | 2 (5%) | 7 (15%) | 0.1 |
|
| ||||
| 1 | 29 (31%) | 26 (58%) | 3 (6%) | |
| 2–4 | 21 (23%) | 13 (29%) | 8 (17%) | 0.018 |
| >4 | 43 (46%) | 6 (13%) | 37 (77%) | |
|
| ||||
| <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%) | |
|
| ||||
| Bilobar | 53 (57%) | 20 (44%) | 33 (69%) | 0.178 |
|
| ||||
| 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%) | |
|
| ||||
| <20 | 56 (60%) | 29 (65%) | 27 (56%) | |
| ≥20 | 16 (17%) | 6 (13%) | 10 (21%) | 0.53 |
| Unknown | 21 (23%) | 10 (22%) | 11 (23%) | |
|
| 17 (18%) | 7 (16%) | 10 (21%) | 0.513 |
|
| ||||
|
| 57 ± 11 | 59 ± 10 | 55 ± 12 | 0.147 |
|
| 5.55 ± 3.97 | 6.09 ± 4.29 | 5.04 ± 3.61 | 0.209 |
* Chi2 test was employed for categorical covariates and the t-test was used for continuous covariates (when comparing groups A and B).
PS prior- and post-PSM.
| Prior to PSM (93 Patients) | Post PSM—Extended Sample (304 Surrogate Subjects) | |||||||
|---|---|---|---|---|---|---|---|---|
| A ( | B ( | Standardized Mean Difference | Variance Ratio | A ( | B ( | 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 |
Covariates balance score prior- and post-PSM.
| Prior to PSM (93 Patients) | Post PSM—Extended Sample (304 Surrogate Subjects) | |||||
|---|---|---|---|---|---|---|
|
| A ( | B ( | Probability value * | A ( | B ( | Probability Value * |
|
| ||||||
| 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%) | ||
|
| ||||||
| 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%) | ||
|
| ||||||
| 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%) | ||
|
| ||||||
| 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%) | ||
|
| 25 (56%) | 17 (35%) | 0.351 | 82 (54%) | 73 (48%) | 0.252 |
|
| ||||||
| 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%) | ||
|
| ||||||
| 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%) | ||
|
| ||||||
| 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%) | |||
|
| ||||||
| <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%) | |||
|
| ||||||
| Bilobar | 20 (44%) | 33 (69%) | 0.178 | 91 (60%) | 94 (62%) | 0.725 |
|
| ||||||
| 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%) | ||
|
| 59 ± 10 | 55 ± 12 | 0.147 | 57 ± 8 | 57 ± 12 | 0.965 |
|
| 6.09 ± 4.29 | 5.04 ± 3.61 | 0.209 | 4.87 ± 3.01 | 4.85 ± 3.33 | 0.973 |
* Chi2 test was employed for categorical covariates and the t-test was used for continuous covariates.
A general view of the systemic therapy used prior and post matching.
| Prior to PSM (93 Patients) | Post PSM—Extended Sample (304 Subjects) | |||||
|---|---|---|---|---|---|---|
|
| A ( | B ( | Probability Value * | A ( | B ( | Probability Value * |
| 6 (13%) | 34 (71%) | <0.001 | 20 (13%) | 100 (66%) | <0.001 | |
| 3 (7%) | 30 (63%) | <0.001 | 9 (6%) | 87 (57%) | <0.001 | |
| 1 (2%) | 1 (2%) | 1 | 14 (9%) | 2 (1%) | 0.001 | |
|
| ||||||
| Sunitinib Maleate (yes) | 0 (0%) | 3 (6%) | - | 0 (0%) | 6 (4%) | - |
| Everolimus | 0 (0%) | 3 (6%) | 0 (0%) | 6 (4%) | ||
| 0 (0%) | 1 (2%) | - | 0 (0%) | 2 (1%) | - | |
| 1 (2%) | 0 (0%) | - | 2 (1%) | 0 (0%) | - | |
* Chi2 test or Fisher’s exact test.
Figure 1Kaplan–Meier analysis of survival for the unmatched groups.
Figure 2Kaplan–Meier analysis of survival for the virtual PSM groups.
Factors that influence survival post PSM as implemented in the Cox proportional hazard model (n = 304). All the studied covariates were included in the univariate analysis, however this table illustrates only the ones considered relevant due to the statistical significance.
| Covariates | Univariate | Multivariate | ||||
|---|---|---|---|---|---|---|
| Hazard Ratio | 95% CI | Probability Value | Hazard Ratio | 95% CI | Probability Value | |
|
| 0.956 | 0.940–0.973 | <0.001 | |||
|
| ||||||
| 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 | |||
|
| 1.421 | 1.139–1.773 | 0.002 | |||
|
| 2.346 | 1.658–3.321 | <0.001 | |||
|
| ||||||
| 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 |
|
| ||||||
| 0.63 | 0.395–1.006 | 0.049 | 0.245 | 0.111–0.543 | 0.001 | |
|
| ||||||
| ≥20 | 4.54 | 3.011–6.846 | <0.001 | |||
|
| ||||||
| 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 |
|
| 1.112 | 1.066–1.181 | <0.001 | |||
|
| ||||||
| 25–50% | 1.456 | 1.034–2.049 | 0.031 | 12.336 | 5.164–29.469 | <0.001 |
|
| ||||||
|
| 0.582 | 0.401–0.843 | 0.004 | 0.338 | 0.150–0.763 | 0.009 |
|
| ||||||
| 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 |
|
| ||||||
| ≥20 | 8.313 | 5.494–12.57 | <0.001 | |||