TY - JOUR
T1 - Comprehensive evaluation of medical conditions associated with risk of non-Hodgkin lymphoma using medicare claims ("MedWAS")
AU - Engels, Eric A.
AU - Parsons, Ruth
AU - Besson, Caroline
AU - Morton, Lindsay M.
AU - Enewold, Lindsey
AU - Ricker, Winnie
AU - Yanik, Elizabeth L.
AU - Arem, Hannah
AU - Austin, April A.
AU - Pfeiffer, Ruth M.
N1 - Publisher Copyright:
© 2016 American Association for Cancer Research.
PY - 2016/7
Y1 - 2016/7
N2 - Background: Certain medical conditions affect risk of non- Hodgkin lymphoma (NHL), but the full range of associations is unknown. We implemented a novel method ("medical condition- wide association study," MedWAS) to comprehensively evaluate medical risk factors for NHL documented in administrative health claims. Methods: Using Surveillance, Epidemiology, and End Results (SEER)-Medicare data, we conducted a case-control study comparing NHL cases [N = 52,691, age 66+ years, with five subtypes: chronic lymphocytic leukemia/small lymphocytic lymphoma, diffuse large B-cell lymphoma (DLBCL), follicular lymphoma, marginal zone lymphoma (MZL), T-cell lymphoma (TCL)] to controls (N = 200,000). We systematically screened for associations with 5,926 medical conditions documented in Medicare claims more than 1 year before selection. Results: Fifty-five conditions were variously associated with NHL. Examples include well-established associations of human immunodeficiency virus, solid organ transplantation, and hepatitis C virus with increased DLBCL risk (ORs 3.83, 4.27, and 1.74, respectively), and autoimmune conditions with DLBCL and MZL (e.g., ORs of 2.10 and 4.74, respectively, for Sjogren syndrome). Risks for all NHL subtypes were increased after diagnoses of nonmelanoma skin cancer (ORs 1.19-1.55), actinic keratosis (1.12-1.25), or hemolytic anemia (1.64-4.07). Nine additional skin conditions increased only TCL risk (ORs 2.20-4.12). Diabetes mellitus was associated with increased DLBCL risk (OR 1.09). Associations varied significantly across NHL subtypes for 49 conditions (89%). Conclusion: Using an exploratory method, we found numerous medical conditions associated with NHL risk, and many associations varied across NHL subtypes. Impact: These results point to etiologic heterogeneity among NHL subtypes. MedWAS is a new method for assessing the etiology of cancer and other diseases.
AB - Background: Certain medical conditions affect risk of non- Hodgkin lymphoma (NHL), but the full range of associations is unknown. We implemented a novel method ("medical condition- wide association study," MedWAS) to comprehensively evaluate medical risk factors for NHL documented in administrative health claims. Methods: Using Surveillance, Epidemiology, and End Results (SEER)-Medicare data, we conducted a case-control study comparing NHL cases [N = 52,691, age 66+ years, with five subtypes: chronic lymphocytic leukemia/small lymphocytic lymphoma, diffuse large B-cell lymphoma (DLBCL), follicular lymphoma, marginal zone lymphoma (MZL), T-cell lymphoma (TCL)] to controls (N = 200,000). We systematically screened for associations with 5,926 medical conditions documented in Medicare claims more than 1 year before selection. Results: Fifty-five conditions were variously associated with NHL. Examples include well-established associations of human immunodeficiency virus, solid organ transplantation, and hepatitis C virus with increased DLBCL risk (ORs 3.83, 4.27, and 1.74, respectively), and autoimmune conditions with DLBCL and MZL (e.g., ORs of 2.10 and 4.74, respectively, for Sjogren syndrome). Risks for all NHL subtypes were increased after diagnoses of nonmelanoma skin cancer (ORs 1.19-1.55), actinic keratosis (1.12-1.25), or hemolytic anemia (1.64-4.07). Nine additional skin conditions increased only TCL risk (ORs 2.20-4.12). Diabetes mellitus was associated with increased DLBCL risk (OR 1.09). Associations varied significantly across NHL subtypes for 49 conditions (89%). Conclusion: Using an exploratory method, we found numerous medical conditions associated with NHL risk, and many associations varied across NHL subtypes. Impact: These results point to etiologic heterogeneity among NHL subtypes. MedWAS is a new method for assessing the etiology of cancer and other diseases.
UR - http://www.scopus.com/inward/record.url?scp=84977074191&partnerID=8YFLogxK
U2 - 10.1158/1055-9965.EPI-16-0212
DO - 10.1158/1055-9965.EPI-16-0212
M3 - Article
C2 - 27197296
AN - SCOPUS:84977074191
SN - 1055-9965
VL - 25
SP - 1105
EP - 1113
JO - Cancer Epidemiology Biomarkers and Prevention
JF - Cancer Epidemiology Biomarkers and Prevention
IS - 7
ER -