Cargando…
Improved risk stratification by PET-based intratumor heterogeneity in children with high-risk neuroblastoma
PURPOSE: The substratification of high-risk neuroblastoma is challenging, and new predictive imaging biomarkers are warranted for better patient selection. The aim of the study was to evaluate the prognostic role of PET-based intratumor heterogeneity and its potential ability to improve risk stratif...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9637983/ https://www.ncbi.nlm.nih.gov/pubmed/36353561 http://dx.doi.org/10.3389/fonc.2022.896593 |
_version_ | 1784825304631476224 |
---|---|
author | Li, Chao Wang, Shaoyan Li, Can Yin, Yafu Feng, Fang Fu, Hongliang Wang, Hui Chen, Suyun |
author_facet | Li, Chao Wang, Shaoyan Li, Can Yin, Yafu Feng, Fang Fu, Hongliang Wang, Hui Chen, Suyun |
author_sort | Li, Chao |
collection | PubMed |
description | PURPOSE: The substratification of high-risk neuroblastoma is challenging, and new predictive imaging biomarkers are warranted for better patient selection. The aim of the study was to evaluate the prognostic role of PET-based intratumor heterogeneity and its potential ability to improve risk stratification in neuroblastoma. METHODS: Pretreatment (18)F-FDG PET/CT scans from 112 consecutive children with newly diagnosed neuroblastoma were retrospectively analyzed. The primary tumor was segmented in the PET images. SUVs, volumetric parameters including metabolic tumor volume (MTV) and total lesion glycolysis (TLG), and texture features were extracted. After the exclusion of imaging features with poor and moderate reproducibility, the relationships between the imaging indices and clinicopathological factors, as well as event-free survival (EFS), were assessed. RESULTS: The median follow-up duration was 33 months. Multivariate analysis showed that PET-based intratumor heterogeneity outperformed clinicopathological features, including age, stage, and MYCN, and remained the most robust independent predictor for EFS [training set, hazard ratio (HR): 6.4, 95% CI: 3.1–13.2, p < 0.001; test set, HR: 5.0, 95% CI: 1.8–13.6, p = 0.002]. Within the clinical high-risk group, patients with a high metabolic heterogeneity showed significantly poorer outcomes (HR: 3.3, 95% CI: 1.6–6.8, p = 0.002 in the training set; HR: 4.4, 95% CI: 1.5–12.9, p = 0.008 in the test set) compared to those with relatively homogeneous tumors. Furthermore, intratumor heterogeneity outran the volumetric indices (MTVs and TLGs) and yielded the best performance of distinguishing high-risk patients with different outcomes with a 3-year EFS of 6% vs. 47% (p = 0.001) in the training set and 9% vs. 51% (p = 0.004) in the test set. CONCLUSION: PET-based intratumor heterogeneity was a strong independent prognostic factor in neuroblastoma. In the clinical high-risk group, intratumor heterogeneity further stratified patients with distinct outcomes. |
format | Online Article Text |
id | pubmed-9637983 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96379832022-11-08 Improved risk stratification by PET-based intratumor heterogeneity in children with high-risk neuroblastoma Li, Chao Wang, Shaoyan Li, Can Yin, Yafu Feng, Fang Fu, Hongliang Wang, Hui Chen, Suyun Front Oncol Oncology PURPOSE: The substratification of high-risk neuroblastoma is challenging, and new predictive imaging biomarkers are warranted for better patient selection. The aim of the study was to evaluate the prognostic role of PET-based intratumor heterogeneity and its potential ability to improve risk stratification in neuroblastoma. METHODS: Pretreatment (18)F-FDG PET/CT scans from 112 consecutive children with newly diagnosed neuroblastoma were retrospectively analyzed. The primary tumor was segmented in the PET images. SUVs, volumetric parameters including metabolic tumor volume (MTV) and total lesion glycolysis (TLG), and texture features were extracted. After the exclusion of imaging features with poor and moderate reproducibility, the relationships between the imaging indices and clinicopathological factors, as well as event-free survival (EFS), were assessed. RESULTS: The median follow-up duration was 33 months. Multivariate analysis showed that PET-based intratumor heterogeneity outperformed clinicopathological features, including age, stage, and MYCN, and remained the most robust independent predictor for EFS [training set, hazard ratio (HR): 6.4, 95% CI: 3.1–13.2, p < 0.001; test set, HR: 5.0, 95% CI: 1.8–13.6, p = 0.002]. Within the clinical high-risk group, patients with a high metabolic heterogeneity showed significantly poorer outcomes (HR: 3.3, 95% CI: 1.6–6.8, p = 0.002 in the training set; HR: 4.4, 95% CI: 1.5–12.9, p = 0.008 in the test set) compared to those with relatively homogeneous tumors. Furthermore, intratumor heterogeneity outran the volumetric indices (MTVs and TLGs) and yielded the best performance of distinguishing high-risk patients with different outcomes with a 3-year EFS of 6% vs. 47% (p = 0.001) in the training set and 9% vs. 51% (p = 0.004) in the test set. CONCLUSION: PET-based intratumor heterogeneity was a strong independent prognostic factor in neuroblastoma. In the clinical high-risk group, intratumor heterogeneity further stratified patients with distinct outcomes. Frontiers Media S.A. 2022-10-24 /pmc/articles/PMC9637983/ /pubmed/36353561 http://dx.doi.org/10.3389/fonc.2022.896593 Text en Copyright © 2022 Li, Wang, Li, Yin, Feng, Fu, Wang and Chen https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Li, Chao Wang, Shaoyan Li, Can Yin, Yafu Feng, Fang Fu, Hongliang Wang, Hui Chen, Suyun Improved risk stratification by PET-based intratumor heterogeneity in children with high-risk neuroblastoma |
title | Improved risk stratification by PET-based intratumor heterogeneity in children with high-risk neuroblastoma |
title_full | Improved risk stratification by PET-based intratumor heterogeneity in children with high-risk neuroblastoma |
title_fullStr | Improved risk stratification by PET-based intratumor heterogeneity in children with high-risk neuroblastoma |
title_full_unstemmed | Improved risk stratification by PET-based intratumor heterogeneity in children with high-risk neuroblastoma |
title_short | Improved risk stratification by PET-based intratumor heterogeneity in children with high-risk neuroblastoma |
title_sort | improved risk stratification by pet-based intratumor heterogeneity in children with high-risk neuroblastoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9637983/ https://www.ncbi.nlm.nih.gov/pubmed/36353561 http://dx.doi.org/10.3389/fonc.2022.896593 |
work_keys_str_mv | AT lichao improvedriskstratificationbypetbasedintratumorheterogeneityinchildrenwithhighriskneuroblastoma AT wangshaoyan improvedriskstratificationbypetbasedintratumorheterogeneityinchildrenwithhighriskneuroblastoma AT lican improvedriskstratificationbypetbasedintratumorheterogeneityinchildrenwithhighriskneuroblastoma AT yinyafu improvedriskstratificationbypetbasedintratumorheterogeneityinchildrenwithhighriskneuroblastoma AT fengfang improvedriskstratificationbypetbasedintratumorheterogeneityinchildrenwithhighriskneuroblastoma AT fuhongliang improvedriskstratificationbypetbasedintratumorheterogeneityinchildrenwithhighriskneuroblastoma AT wanghui improvedriskstratificationbypetbasedintratumorheterogeneityinchildrenwithhighriskneuroblastoma AT chensuyun improvedriskstratificationbypetbasedintratumorheterogeneityinchildrenwithhighriskneuroblastoma |