title: Relations between radiotherapy resources and breast cancer patient survival rates.
abstract: In Japan, the number of patients that have been treated with radiotherapy (RT), particularly those with breast cancer, has increased in the past decade, and is expected to double in the next decade. There is, however, a shortage of RT resources, particularly personnel, which represents a social problem. The shortage of RT resources might cause a difference in survival rate among treated patients. This study analyzed the characteristics of RT resources in RT facilities from Osaka based on the Japanese Society for Therapeutic Radiology and Oncology (JASTRO) database with principle component analysis and cluster analysis. In addition, the relation between RT resources and treatment outcome of breast cancer patients was investigated by linking together Osaka Cancer Registry (OCR) and JASTRO data via a stratified key cord. By using the linked dataset it was shown that the prognosis of breast cancer patients was highly correlated with the scale of RT resources available at the RT facilities collaterally. From cluster analysis, four groups were identified based on RT facility information. The breast cancer survival rates for localized stage patients obtained in classified hospital groups showed a similar pattern, however, large differences (up to 20%) were seen in regional stage patients. Additional findings were: RT facilities with less than 1 radiation oncologist had the poorest outcome; RT was performed primarily at University hospitals; and differences in RT resources within the RT facilities had an effect on breast cancer patient prognosis in Osaka, Japan.
authors.affiliation: Department of Mathematical Science, Osaka University Graduate School of Medicine, Suita, Osaka, Japan.
authors.forename: Yuko
authors.initials: Y
authors.lastname: Mochimaru
authors.forename: Yuko
authors.initials: Y
authors.lastname: Ohno
authors.forename: Hodaka
authors.initials: H
authors.lastname: Numasaki
authors.forename: Teruki
authors.initials: T
authors.lastname: Theshima
authors.forename: Hitoshi
authors.initials: H
authors.lastname: Shibuya
mesh_terms: D001943:Breast Neoplasms / Q000532:radiotherapy*; D002173:Cancer Care Facilities / Q000706:statistics & numerical data*; D005260:Female; D006295:Health Resources / Q000706:statistics & numerical data*; D006297:Health Services Accessibility / Q000706:statistics & numerical data*; D006761:Hospitals / Q000706:statistics & numerical data*; D006801:Humans; D007564:Japan; D025341:Principal Component Analysis; D011379:Prognosis; D018787:Radiation Oncology / Q000295:instrumentation / Q000706:statistics & numerical data; D011879:Radiotherapy Dosage; D015996:Survival Rate; D000078329:Workforce