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dc.contributor.author이종민-
dc.date.accessioned2022-12-06T05:50:13Z-
dc.date.available2022-12-06T05:50:13Z-
dc.date.issued2022-05-
dc.identifier.citationFRONTIERS IN ONCOLOGY, v. 12, article no. 781818, Page. 1-10en_US
dc.identifier.issn2234-943Xen_US
dc.identifier.urihttps://www.frontiersin.org/articles/10.3389/fonc.2022.781818/fullen_US
dc.identifier.urihttps://repository.hanyang.ac.kr/handle/20.500.11754/178032-
dc.description.abstractHippocampal-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.en_US
dc.description.sponsorshipThis work was supported by Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government (MSIT) [No.2020-0-01373, Artificial Intelligence Graduate School Program(Hanyang University)] to JML and by a National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. 2020R1F1A1056512) and grant from the Central Medical Service (CMS) Research Fund to SA.en_US
dc.languageenen_US
dc.publisherFRONTIERS MEDIA SAen_US
dc.source85540_이종민.pdf-
dc.subjectNon-small cell lung canceren_US
dc.subjectBrain metastasisen_US
dc.subjectHippocampal-avoidance whole-brain radiation therapyen_US
dc.subjectEpidermal growth factor receptoren_US
dc.subjectlung-cancer stageen_US
dc.titleHippocampal Metastasis Rate Based on Non-Small Lung Cancer TNM Stage and Molecular Markersen_US
dc.typeArticleen_US
dc.relation.volume12-
dc.identifier.doi10.3389/fonc.2022.781818en_US
dc.relation.page1-10-
dc.relation.journalFRONTIERS IN ONCOLOGY-
dc.contributor.googleauthorAhn, Sung Jun-
dc.contributor.googleauthorKwon, Hyeokjin-
dc.contributor.googleauthorKim, Jun Won-
dc.contributor.googleauthorPark, Goeun-
dc.contributor.googleauthorPark, Mina-
dc.contributor.googleauthorJoo, Bio-
dc.contributor.googleauthorSuh, Sang Hyun-
dc.contributor.googleauthorChang, Yoon Soo-
dc.contributor.googleauthorLee, Jong-Min-
dc.sector.campusS-
dc.sector.daehak공과대학-
dc.sector.department바이오메디컬공학전공-
dc.identifier.pidljm-


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