| Literature DB >> 35444944 |
Raquel Blazquez1, Martin Andreas Proescholdt2, Marlene Klauser3, Karl-Michael Schebesch2, Christian Doenitz2, Daniel Heudobler1, Lena Stange4, Markus J Riemenschneider4, Elisabeth Bumes5, Katharina Rosengarth2, Andreas Schicho3, Nils-Ole Schmidt2, Alexander Brawanski2, Tobias Pukrop1, Christina Wendl3.
Abstract
Purpose: Brain metastases (BM) can present a displacing or infiltrating growth pattern, independent of the primary tumor type. Previous studies have shown that tumor cell infiltration at the macro-metastasis/brain parenchyma interface (MMPI) is correlated with poor outcome. Therefore, a pre-therapeutic, non-invasive detection tool for potential metastatic cell infiltration at the MMPI would be desirable to help identify patients who may benefit from a more aggressive local treatment strategy. The aim of this study was to identify specific magnetic resonance imaging (MRI) patterns at the MMPI in patients with BM and to correlate these patterns with patient outcome. Patients andEntities:
Keywords: MRI; brain metastasis; infiltration; rim enhancing; spherical
Year: 2022 PMID: 35444944 PMCID: PMC9015662 DOI: 10.3389/fonc.2022.849880
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 5.738
Figure 1Definition, examples (A1–D1) and description (A2–D2) of the four different MRI subtypes: (A) rim-enhancing, (B) spherical, (C) breakout, and (D) diffuse.
Overall survival stratified according to the contrast enhancement pattern on magnetic resonance images.
| Parameter | Frequency [number (%)] | 2-year survival rate [%] | Overall survival [median; months] | 95% CI (of the median OS) | p-value (selected group vs. all other groups) | |
|---|---|---|---|---|---|---|
|
| ||||||
|
| 261 | 13.8 | 7.23 | 0.897 | 37.413 | 0.215 |
|
| 129 (49.4) | 27 (20.9) | 7.56 | 1.084 | 48.558 | 0.449 |
|
| 59 (22.6) | 6 (10.7) | 8.77 | 0.821 | 30.608 | 0.027 |
|
| 39 (14.9) | 2 (5.1) | 4.71 | 0.897 | 16.460 | 0.407 |
|
| 34 (13.0) | 1 (2.9) | 6.32 | 0.891 | 19.528 | |
Figure 2Kaplan–Meier curves showing the overall survival probability stratified by (A) breakout vs. all other MRI subgroups, (B) diffuse vs. all other MRI subgroups, (C) rim-enhancing vs. all other MRI subgroups, and (D) spherical vs. all other MRI subgroups. Statistical analysis was performed by calculating log-rank analyses.
All pairwise comparison of overall survival according to the contrast enhancement pattern on magnetic resonance images.
| Contrast enhancement pattern | Hazard ratio | 95% CI | p-value | |
|---|---|---|---|---|
| Breakout vs. rim-enhancing | 1.543 | 1.024 | 2.236 | 0.038 |
| Rim-enhancing vs. diffuse | 1.118 | 0.895 | 1.396 | 0.323 |
| Rim-enhancing vs. spherical | 0.995 | 0.883 | 1.120 | 0.936 |
| Breakout vs. diffuse | 0.821 | 0.481 | 1.399 | 0.469 |
| Breakout vs. spherical | 0.767 | 0.606 | 0.970 | 0.027 |
| Diffuse vs. spherical | 0.736 | 0.446 | 1.213 | 0.230 |
Clinical characteristics of the entire patient cohort stratified according to the breakout pattern and all other groups.
| Parameter | Entire population [number (%)] | Contrast enhancement pattern [number (%)] | p-value | |
|---|---|---|---|---|
| Breakout | All other groups | |||
|
| 261 | 39 (14.9) | 222 (85.1) | |
|
| 61.5 | 58.8 | 61.6 | 0.519 |
|
| 127 (48.6)/134 (51.4) | 19 (48.7)/20 (51.3) | 108 (48.7)/114 (51.3) | 0.994 |
|
| 29 | 32 | 28 | 0.034 |
|
| 157 (60.2) | 26 (66.7) | 131 (59.0) | 0.364 |
|
| 19 (7.3) | 3 (7.7) | 16 (7.2) | 0.941 |
|
| ||||
|
| 92 (35.2) | 11 (28.2) | 81 (36.5) | 0.318 |
|
| 169 (64.8) | 28 (71.8) | 141 (63.5) | |
|
| ||||
|
| 64 (24.5) | 9 (23.1) | 55 (24.7) | 0.208 |
|
| 84 (32.2) | 18 (46.2) | 66 (29.7) | |
|
| 71 (27.2) | 8 (20.5) | 63 (28.4) | |
|
| 42 (16.1) | 4 (10.2) | 38 (17.2) | |
|
| 1.0 | 1.0 | 1.0 | 0.021 |
|
| 90 | 90 | 90 | 0.655 |
|
| 0.487 | |||
|
| 211 (80.8) | 32 (82.1) | 179 (80.6) | |
|
| 50 (19.2) | 7 (17.9) | 43 (19.4) | |
|
| 0.218 | |||
|
| 40 (15.3) | 9 (23.1) | 31 (14.0) | |
|
| 194 (74.3) | 28 (71.8) | 166 (74.7) | |
|
| 27 (10.4) | 2 (5.8) | 25 (11.3) | |
aSolitary: 1 BM without extracranial metastases; singular: 1 BM with extracranial metastases; oligometastatic: 2–3 BM; multiple: >3 BM.
Distribution of primary tumors within the entire cohort stratified into breakout pattern and all other groups.
| Primary tumor | Entire population[number (%)] | Contrast enhancement pattern[number (%)] | p-value | |
|---|---|---|---|---|
| Breakout | All other groups | |||
|
| 261 | 39 | 222 | |
| Lung cancer | 94 (36) | 17 (43.6) | 77 (34.6) | 0.584 |
| Breast cancer | 40 (15.3) | 5 (12.8) | 35 (15.8) | |
| Melanoma | 40 (15.3) | 5 (12.8) | 35 (15.8) | |
| Colon cancer | 20 (7.7) | 3 (7.7) | 17 (7.6) | |
| Renal cell cancer | 14 (5.4) | 1 (2.5) | 13 (5.9) | |
| CUP | 13 (5.0) | 0 (0.0) | 13 (5.9) | |
| Prostate cancer | 6 (2.3) | 2 (5.1) | 4 (1.8) | |
| Cervical cancer | 5 (1.9) | 0 (0.0) | 5 (2.3) | |
| Urothelial cancer | 5 (1.9) | 1 (2.5) | 4 (1.8) | |
| Gastric cancer | 3 (1.2) | 0 (0.0) | 3 (1.3) | |
| Others | 21 (8.1) | 5 (12.8) | 16 (7.2) | |
CUP, cancer of unknown primary.
a“Others” refers to rare tumor entities such as sarcoma, hepatocellular carcinoma, and ovarian and testicular cancer.
Univariate analysis of factors associated with overall survival in the entire cohort.
| Parameter | Hazard ratio | 95% CI | p-value | |
|---|---|---|---|---|
| MRI CE pattern (breakout vs all other groups) | 1.744 | 1.190 | 2.556 | 0.027 |
| Extent of resection (complete vs. incomplete) | 0.679 | 0.485 | 0.950 | 0.023 |
| Presurgical KPI (≥70 vs. <70) | 0.622 | 0.406 | 0.953 | 0.011 |
| RPA class (class I vs. all others) | 0.655 | 0.493 | 0.868 | 0.003 |
| Metastasis status (solitary vs. all others) | 0.755 | 0.642 | 0.888 | 0.001 |
| Age | 1.006 | 0.993 | 1.019 | 0.594 |
| Sex | 1.006 | 0.994 | 1.020 | 0.694 |
| Primary tumor | 0.979 | 0.929 | 1.031 | 0.891 |
| Time of metastasis class (synchronous vs. metachronous) | 0.931 | 0.699 | 1.238 | 0.734 |
| Number of metastases | 1.149 | 1.037 | 1.274 | 0.150 |
| Size of resected tumor | 1.013 | 1.002 | 1.024 | 0.072 |
| Necrosis | 0.795 | 0.579 | 1.092 | 0.299 |
| Hemorrhage | 0.838 | 0.495 | 1.471 | 0.505 |
| Large edema | 0.888 | 0.672 | 1.174 | 0.307 |
Multivariate analysis of independent factors associated with overall survival.
| Parameter | Hazard ratio | 95% CI | p-value | |
|---|---|---|---|---|
| CE pattern (breakout vs. all other groups) | 1.836 | 1.224 | 2.752 | 0.003 |
| Extent of resection (incomplete vs. complete) | 0.685 | 0.487 | 0.964 | 0.030 |
| Metastasis status (solitary vs. all others) | 0.774 | 0.646 | 0.926 | 0.005 |
| RPA class (class I vs. all others) | 0.664 | 0.468 | 0.943 | 0.022 |