PLoS ONE · 2017 · 39 citations · 22 references
MedicineOncologyRadiation OncologyEpidemiologic MethodsRadiobiologySymptom ScienceBowel Function AssessmentCancer SurvivorshipRadiation HealthRadiation TherapyRadiation ToxicitySymptom ReportingBowel HealthCancer-related Symptom DistressFactor Score EstimationRadiation Effects On The Gastrointestinal TractRadiation Oncology SurvivorshipRadiation Syndrome PathophysiologyRadiation-induced Gastrointestinal ToxicitySurvivorship
BACKGROUND: During radiotherapy unwanted radiation to normal tissue surrounding the tumor triggers survivorship diseases; we lack a nosology for radiation-induced survivorship diseases that decrease bowel health and we do not know which symptoms are related to which diseases. METHODS: Gynecological-cancer survivors were followed-up two to 15 years after having undergone radiotherapy; they reported in a postal questionnaire the frequency of 28 different symptoms related to bowel health. Population-based controls gave the same information. With a modified factor analysis, we determined the optimal number of factors, factor loadings for each symptom, factor-specific factor-loading cutoffs and factor scores. RESULTS: Altogether data from 623 survivors and 344 population-based controls were analyzed. Six factors best explain the correlation structure of the symptoms; for five of these a statistically significant difference (P< 0.001, Mann-Whitney U test) was found between survivors and controls concerning factor score quantiles. Taken together these five factors explain 42 percent of the variance of the symptoms. We interpreted these five factors as radiation-induced syndromes that may reflect distinct survivorship diseases. We obtained the following frequencies, defined as survivors having a factor loading above the 95 percent percentile of the controls, urgency syndrome (190 of 623, 30 percent), leakage syndrome (164 of 623, 26 percent), excessive gas discharge (93 of 623, 15 percent), excessive mucus discharge (102 of 623, 16 percent) and blood discharge (63 of 623, 10 percent). CONCLUSION: Late effects of radiotherapy include five syndromes affecting bowel health; studying them and identifying the underlying survivorship diseases, instead of the approximately 30 long-term symptoms they produce, will simplify the search for prevention, alleviation and elimination.
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Bootstrap Methods: Another Look at the Jackknife
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Quality of Life after Radical Prostatectomy or Watchful Waiting
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