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Hippocampal Metastasis Rate Based on Non-Small Lung Cancer TNM Stage and Molecular Markers

Authors
 Sung Jun Ahn  ;  Hyeokjin Kwon  ;  Jun Won Kim  ;  Goeun Park  ;  Mina Park  ;  Bio Joo  ;  Sang Hyun Suh  ;  Yoon Soo Chang  ;  Jong-Min Lee 
Citation
 FRONTIERS IN ONCOLOGY, Vol.12 : 781818, 2022-05 
Journal Title
FRONTIERS IN ONCOLOGY
Issue Date
2022-05
Keywords
Brain metastasis ; Epidermal growth factor receptor ; Hippocampal-avoidance whole-brain radiation therapy ; Non-small cell lung cancer ; lung-cancer stage
Abstract
Hippocampal-avoidance whole-brain radiation therapy (HA-WBRT) is justified because of low hippocampal brain metastases (BM) rate and its prevention of cognitive decline. However, we hypothesize that the risk of developing BM in the hippocampal-avoidance region (HAR) may differ depending on the lung-cancer stage and molecular status. We retrospectively reviewed 123 patients with non-small cell lung cancer (NSCLC) at the initial diagnosis of BM. The number of BMs within the HAR (5 mm expansion) was counted. The cohort was divided into patients with and without BMs in the HAR, and their clinical variables, TNM stage, and epidermal growth factor receptor (EGFR) status were compared. The most influential variable predicting BMs in the HAR was determined using multi-variable logistic regression, classification and regression tree (CART) analyses, and gradient boosting method (GBM). The feasibility of HAR expansion was tested using generalized estimating equation marginal model. Patients with BMs in the HAR were more frequently non-smokers, and more likely to have extra-cranial metastases and EGFR mutations (p<0.05). Multi-variable analysis revealed that extra-cranial metastases were independently associated with the presence of BM in the HAR (odds ratio=8.75, p=0.04). CART analysis and GBM revealed that the existence of extra-cranial metastasis was the most influential variable predicting BM occurrence in the HAR (variable importance: 23% and relative influence: 37.38). The estmated BM incidence of patients without extra-cranial metastases in th extended HAR (7.5-mm and 10-mm expansion) did not differ significantly from that in the conventional HAR. In conclusion, NSCLC patients with extra-cranial metastases were more likely to have BMs in the HAR than those without extra-cranial metastases.
Files in This Item:
T202202816.pdf Download
DOI
10.3389/fonc.2022.781818
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers
1. College of Medicine (의과대학) > Dept. of Radiation Oncology (방사선종양학교실) > 1. Journal Papers
1. College of Medicine (의과대학) > Dept. of Radiology (영상의학교실) > 1. Journal Papers
Yonsei Authors
Kim, Jun Won(김준원) ORCID logo https://orcid.org/0000-0003-1358-364X
Park, Goeun(박고은)
Park, Mina(박미나) ORCID logo https://orcid.org/0000-0002-2005-7560
Suh, Sang Hyun(서상현) ORCID logo https://orcid.org/0000-0002-7098-4901
Ahn, Sung Jun(안성준) ORCID logo https://orcid.org/0000-0003-0075-2432
Chang, Yoon Soo(장윤수) ORCID logo https://orcid.org/0000-0003-3340-4223
Joo, Bio(주비오) ORCID logo https://orcid.org/0000-0001-7460-1421
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/189510
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