| Literature DB >> 35036636 |
Carlo Greco1, Oriol Pares1, Nuno Pimentel1, Vasco Louro1, Javier Morales1, Beatriz Nunes1, Inês Antunes1, Ana Luisa Vasconcelos1, Justyna Kociolek1, Joana Castanheira2, Carla Oliveira2, Angelo Silva2, Sofia Vaz2, Francisco Oliveira2, Eunice Carrasquinha3, Durval Costa2, Zvi Fuks1,4.
Abstract
PURPOSE: Early positron emission tomography-derived metrics post-oligometastasis radioablation may predict impending local relapses (LRs), providing a basis for a timely ablation. METHODS AND MATERIALS: Positron emission tomography data of 623 lesions treated with either 24 Gy single-dose radiation therapy (SDRT) (n = 475) or 3 × 9 Gy stereotactic body radiation therapy (SBRT) (n = 148) were analyzed in a training data set (n = 246) to obtain optimal cutoffs for pretreatment maximum standardized uptake value (SUVmax) and its 3-month posttreatment decline (ΔSUVmax) in predicting LR risk, validated in a data set unseen to testing (n = 377).Entities:
Year: 2021 PMID: 35036636 PMCID: PMC8752878 DOI: 10.1016/j.adro.2021.100864
Source DB: PubMed Journal: Adv Radiat Oncol ISSN: 2452-1094
Lesion characteristics
| No. (%) | No. (%) | No. (%) | |
|---|---|---|---|
| All | Single-dose radiation therapy | Stereotactic body radiation therapy | |
| 623 (100) | 475 (76) | 148 (24) | |
| Prostate | 147 (24) | 124 (26) | 23 (16) |
| Non-small cell lung cancer | 115 (18) | 83 (18) | 32 (22) |
| Colorectal cancer | 92 (15) | 71 (15) | 21 (13) |
| Breast | 83 (13) | 64 (13) | 19 (13) |
| Renal cell | 30 (5) | 25 (6) | 5 (3) |
| Endometrial | 20 (3) | 4 (1) | 16 (11) |
| Urothelial | 17 (3) | 11 (2) | 6 (4) |
| Small cell lung | 17 (3) | 13 (3) | 4 (3) |
| Sarcomas | 16 (3) | 13 (3) | 3 (2) |
| Ovarian | 14 (2) | 14 (3) | 0 (0) |
| Pancreas | 14 (2) | 10 (2) | 4 (3) |
| Other (<10/histology) | 42 (6) | 30 (6) | 12 (8) |
| Bone | 203 (32) | 165 (35) | 38 (26) |
| Lymph nodes | 215 (35) | 130 (27) | 85 (57) |
| Lung | 112 (17) | 102 (21) | 10 (7) |
| Liver | 41 (8) | 36 (8) | 6 (4) |
| Soft tissues | 51 (8) | 42 (9) | 9 (6) |
| 181 (29) | 140 (29) | 41 (28) | |
| Median | 5.1 | 4.8 | 7.5 |
| Mean ± 1 SD | 15.6 ± 37.8 | 7.9 ± 6.9 | 27.6 ± 63.8 |
| Median | 6.8 | 6.7 | 7.5 |
| Mean ± 1 SD | 9.2 ± 8.4 | 8.9 ± 8.3 | 10.2 ± 8.7 |
| Median | –79.2% | –80.0% | –75.9% |
| Mean ± 1 SD | –66.7% ± 32.5% | –66.2 ± 33.7% | –67.8% ± 28.3% |
Abbreviation: SD = standard deviation.
Fig. 1Validation of ΔSUVmax for 2 radioablative regimens. (A) Actuarial LRFS of lesions ablated with metastasis-directed 24 Gy single-dose radiation therapy. (B) Three sessions of 9 Gy stereotactic body radiation therapy dichotomized by the optimal positron emission tomography 3-month posttreatment ΔSUVmax cutoff value of 75% decline. Abbreviations: LRFS = local relapse-free survival; ΔSUVmax = change in maximum standardized uptake value.
Fig. 2Validation of cutoff values for 18F-FDG and 68Ga-PSMA. (A, B) Actuarial LRFS of radioablated lesions as a function of pretreatment SUVmax using a cutoff value of 12 for 18F-FDG (A) and 68Ga-PSMA (B). (C, D) Actuarial LRFS of radioablated lesions as a function of 3-month posttreatment ΔSUVmax cutoff value of >75% declines for 18F-FDG (C) and 68Ga-PSMA (D). Abbreviations: LRFS = local relapse-free survival; SUVmax = maximum standardized uptake value; ΔSUVmax = change in maximum standardized uptake value.
Univariate and multivariate analyses
| 24 Gy single-dose radiation therapy | ||||||||
|---|---|---|---|---|---|---|---|---|
| Univariate 95% CI | Multivariate 95% CI | |||||||
| Variable | Hazard ratio | Lower | Upper | Hazard ratio | Lower | Upper | ||
| Histology | ||||||||
| Other histology (reference) | ||||||||
| Breast | 0.300 | 0.065 | 1.373 | 0.121 | 0.287 | 0.059 | 1.402 | 0.123 |
| Colorectal cancer | 2.636 | 1.138 | 6.105 | 0.023 | 2.669 | 1.053 | 6.763 | 0.038 |
| Non-small cell lung cancer | 1.734 | 0.735 | 4.090 | 0.208 | 1.677 | 0.668 | 4.209 | 0.270 |
| Prostate | 0.380 | 0.119 | 1.212 | 0.102 | 0.419 | 0.121 | 1.447 | 0.169 |
| Lesion site | ||||||||
| Bone (reference) | ||||||||
| Liver | 2.077 | 0.561 | 7.676 | 0.273 | 0.520 | 0.093 | 2.909 | 0.457 |
| Lymph node | 1.201 | 0.476 | 3.027 | 0.697 | 1.360 | 0.476 | 3.886 | 0.565 |
| Lung | 2.208 | 0.914 | 5.330 | 0.078 | 1.340 | 0.515 | 3.481 | 0.547 |
| Soft tissues | 3.489 | 1.297 | 9.383 | 0.013 | 2.090 | 0.714 | 6.117 | 0.178 |
| Volume | ||||||||
| Gross tumor volume (cm3) continuous | 1.009 | 1.002 | 1.016 | 0.009 | 1.008 | 0.998 | 1.018 | 0.111 |
| Baseline SUVmax | ||||||||
| SUVmax continuous | 1.012 | 0.981 | 1.043 | 0.457 | 1.006 | 0.883 | 1.145 | 0.926 |
| SUVmax cutoff | 1.311 | 0.698 | 2.461 | 0.399 | 1.086 | 0.481 | 2.452 | 0.841 |
| Posttreatment SUVmax | ||||||||
| Delta ≤75% | 0.292 | 0.145 | 0.586 | <0.001 | 0.280 | 0.109 | 0.719 | 0.008 |
| Difference pre/posttreatment | 0.992 | 0.949 | 1.039 | 0.754 | 1.016 | 0.884 | 1.168 | 0.819 |
Abbreviations: CI = confidence interval; SUVmax = maximum standardized uptake value.
Fig. 3SBRT-treated lesions. (A) Area under the receiver operating characteristic curve for pretreatment SUVmax and 3-month ΔSUVmax. (B, C) Actuarial LRFS of predictive model with posttreatment assessment at 3 (B) and 6 months (C) using permutations of adverse features to stratify lesions into prognostic groups: 0 adverse designates lesions with baseline SUVmax <12 and posttreatment ΔSUVmax >75% declines; 1 adverse designates lesions with either SUVmax ≥ 12 or ΔSUVmax ≤75% decline; and 2 adverse designates lesions with both ≥12 and SUVmax ≤75% decline. Abbreviations: AUC = area under the curve; LRFS = local relapse-free survival; SBRT = stereotactic body radiation therapy; SUVmax = maximum standardized uptake value; ΔSUVmax = change in maximum standardized uptake value.