1. Independent Risk Factors for Anemia in Cancer Patients Receiving Chemotherapy: Results from the European Cancer Anaemia Survey
- Author
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Paris Kosmidis, Gunnar Birgegård, Pere Gascón, Maciej Krzakowski, Gail Kongable, Peter Barrett-Lee, Carsten Bokemeyer, Dirk Schrijvers, Maurice Schneider, Simon Van Belle, Heinz Ludwig, and Johan W.R. Nortier
- Subjects
Adult ,Male ,Cancer Research ,medicine.medical_specialty ,Anemia ,Colorectal cancer ,medicine.medical_treatment ,Predictive Value of Tests ,Risk Factors ,Neoplasms ,Surveys and Questionnaires ,Internal medicine ,Epidemiology ,medicine ,Humans ,Risk factor ,Aged ,Anemia, Hypochromic ,Chemotherapy ,Evidence-Based Medicine ,Models, Statistical ,Framingham Risk Score ,business.industry ,Incidence ,Cancer ,General Medicine ,Middle Aged ,medicine.disease ,Surgery ,Europe ,Logistic Models ,ROC Curve ,Oncology ,Area Under Curve ,Predictive value of tests ,Female ,business - Abstract
Objectives: To develop a hitherto unavailable risk factor model for accurately predicting anemia development in cancer patients before chemotherapy (CT) administration. Methods: 2,070 nonanemic patients from the European Cancer Anaemia Survey (ECAS) with hemoglobin (Hb) ≧12 g/dl at enrollment who received their first CT during ECAS and underwent at least two CT cycles were divided randomly into split half (SH) 1 and SH2 (n = 1,035 each). The model was developed on SH1 using logistic regression to simultaneously evaluate predictive factors, and was validated using SH2 and an additional similar subpopulation of 5,901 ECAS patients. Anemia risk values were assigned to the predictive factors and the sum of the predictive factors gave the total anemia risk score; lower-, higher-, and highest-risk cutoff points of the total anemia risk score were determined. Results: Variables ultimately identified as significant predictive factors for anemia were: lower initial Hb (≤12.9 g/dl in females, and ≤13.4 g/dl in males); having lung or gynecologic cancer versus gastrointestinal (GI)/colorectal cancer; cancer at any other site versus GI/colorectal cancer; treatment with platinum CT, and female gender. Conclusion: Using this evidence-based risk model, nonanemic patients who are at the highest risk of develop ing anemia prior to receiving CT can be identified clinically, allowing appropriate anemia management to be planned.
- Published
- 2006