Gene-Expression Patterns in Drug-Resistant Acute Lymphoblastic Leukemia Cells and Response to Treatment
Amy Holleman, B.Sc., Meyling H. Cheok, Ph.D., Monique L. den Boer, Ph.D., Wenjian Yang, Ph.D., Anjo J.P. Veerman, M.D., Ph.D., Karin M. Kazemier, Deqing Pei, M.Sc., Cheng Cheng, Ph.D., Ching-Hon Pui, M.D., Mary V. Relling, Pharm.D., Gritta E. Janka-Schaub, M.D., Ph.D., Rob Pieters, M.D., Ph.D., and William E. Evans, Pharm.D.
Methods We tested leukemia cells from 173 children for sensitivityin vitro to prednisolone, vincristine, asparaginase, and daunorubicin.The cells were then subjected to an assessment of gene expressionwith the use of 14,500 probe sets to identify differentiallyexpressed genes in drug-sensitive and drug-resistant ALL. Gene-expressionpatterns that differed according to sensitivity or resistanceto the four drugs were compared with treatment outcome in theoriginal 173 patients and an independent cohort of 98 childrentreated with the same drugs at another institution.
Results We identified sets of differentially expressed genesin B-lineage ALL that were sensitive or resistant to prednisolone(33 genes), vincristine (40 genes), asparaginase (35 genes),or daunorubicin (20 genes). A combined gene-expression scoreof resistance to the four drugs, as compared with sensitivityto the four, was significantly and independently related totreatment outcome in a multivariate analysis (hazard ratio forrelapse, 3.0; P=0.027). Results were confirmed in an independentpopulation of patients treated with the same medications (hazardratio for relapse, 11.85; P=0.019). Of the 124 genes identified,121 have not previously been associated with resistance to thefour drugs we tested.
Conclusions Differential expression of a relatively small numberof genes is associated with drug resistance and treatment outcomein childhood ALL.
Source Information
From the Division of Pediatric OncologyHematology, Erasmus University Medical Center, Sophia Children's Hospital, Rotterdam, the Netherlands (A.H., M.L.B., K.M.K., R.P.); the Departments of Pharmaceutical Sciences (M.H.C., W.Y., M.V.R., W.E.E.), HematologyOncology (C.-H.P.), and Biostatistics (D.P., C.C.), St. Jude Children's Research Hospital, Memphis, Tenn.; the Pharmacogenetics of Anticancer Agents Research Group in the Pharmacogenetics Research Network, Memphis, Tenn. (W.Y., C.-H.P., M.V.R., W.E.E.); University of Tennessee Colleges of Pharmacy and Medicine, Memphis (C.-H.P., M.V.R., W.E.E.); Free University Medical Center, Department of Pediatric HematologyOncology, Amsterdam (A.J.P.V.); and the German Cooperative Study Group for Childhood Acute Lymphoblastic Leukemia (COALL), Department of HematologyOncology, Children's University Hospital, Hamburg, Germany (G.E.J.-S.). Ms. Holleman and Dr. Cheok contributed equally to the article, and Drs. Pieters and Evans contributed equally to the article.
Address reprint requests to Dr. Evans at St. Jude Children's Research Hospital, Department of Pharmaceutical Sciences, 332 N. Lauderdale St., Memphis, TN 38105, or at william.evans{at}stjude.org.
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