Dimitrios Drekolias, Fatima Tuz Zahra, Caroline Fileni, David A Sallman, Qianxing Mo, Onyee Chan, Ling Zhang, Nicole D Vincelette, Xiaoqing Yu, Rinzine Sammut, Jungwon Moon, Junyoung Park, Sura-Attha Umasangtongkul, Felyschia M Lledo, Tiffany N Razabdouski, Chia-Ho Cheng, Dahui Qin, Kathy Mai, Somedeb Ball, Rory M Shallis, Zhuoer Xie, Andrew T Kuykendall, Eric Padron, Kendra Sweet, Alison R Walker, Rami S Komrokji, Jeffrey E Lancet, Sandrine Niyongere, Thomas Cluzeau, Seongseok Yun
{"title":"Prognostic Model Combining Mutational and Cytogenetic Profiles in Acute Myeloid Leukemia Treated with Venetoclax and Hypomethylating Agents.","authors":"Dimitrios Drekolias, Fatima Tuz Zahra, Caroline Fileni, David A Sallman, Qianxing Mo, Onyee Chan, Ling Zhang, Nicole D Vincelette, Xiaoqing Yu, Rinzine Sammut, Jungwon Moon, Junyoung Park, Sura-Attha Umasangtongkul, Felyschia M Lledo, Tiffany N Razabdouski, Chia-Ho Cheng, Dahui Qin, Kathy Mai, Somedeb Ball, Rory M Shallis, Zhuoer Xie, Andrew T Kuykendall, Eric Padron, Kendra Sweet, Alison R Walker, Rami S Komrokji, Jeffrey E Lancet, Sandrine Niyongere, Thomas Cluzeau, Seongseok Yun","doi":"10.1158/2643-3230.BCD-25-0193","DOIUrl":null,"url":null,"abstract":"<p><p>Venetoclax (VEN) combined with hypomethylating agents (HMA) improves outcomes for patients with newly diagnosed acute myeloid leukemia (AML) who are ineligible for intensive chemotherapy, yet overall survival (OS) remains variable. We analyzed 506 patients with AML treated with first-line HMA/VEN at Moffitt Cancer Center to develop a genetics-based prognostic model. In multivariate analysis, mutations in TP53, KRAS, JAK2, U2AF1, CBL, and cytogenetic lesions del(7q)/-7, del(17p)/-17/i(17q), del(20q), and MECOM rearrangements predicted inferior OS, whereas IDH1/2 mutations were favorable. A point-based system stratified patients into low-, intermediate-, and high-risk groups with median OS of 54.2, 22.3, and 7.5 months, respectively [P < 0.0001; concordance index (C-index) 0.648]. External validation (n = 126) retained prognostic separation (median OS 24.7, 17.4, and 4.3 months, P = 0.0005; C-index 0.626). Compared with existing HMA/VEN-specific models, our model demonstrated superior low- versus intermediate-risk discrimination (31.9-month separation, P = 0.002; hazard ratio = 0.45, P = 0.003), with a comparable C-index. Our model supports personalized risk stratification for HMA/VEN-treated AML, pending broader validation.</p><p><strong>Significance: </strong>This study identifies key mutational and cytogenetic markers associated with treatment response and OS in patients with AML receiving HMA/VEN therapy. By integrating these genetic markers, our new prognostic model offers improved risk stratification, guiding personalized treatment strategies for patients ineligible for intensive chemotherapy. See related commentary by Lachowiez and Loghavi, p. 339.</p>","PeriodicalId":29944,"journal":{"name":"Blood Cancer Discovery","volume":" ","pages":"403-413"},"PeriodicalIF":12.2000,"publicationDate":"2026-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12967238/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Blood Cancer Discovery","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1158/2643-3230.BCD-25-0193","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEMATOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Venetoclax (VEN) combined with hypomethylating agents (HMA) improves outcomes for patients with newly diagnosed acute myeloid leukemia (AML) who are ineligible for intensive chemotherapy, yet overall survival (OS) remains variable. We analyzed 506 patients with AML treated with first-line HMA/VEN at Moffitt Cancer Center to develop a genetics-based prognostic model. In multivariate analysis, mutations in TP53, KRAS, JAK2, U2AF1, CBL, and cytogenetic lesions del(7q)/-7, del(17p)/-17/i(17q), del(20q), and MECOM rearrangements predicted inferior OS, whereas IDH1/2 mutations were favorable. A point-based system stratified patients into low-, intermediate-, and high-risk groups with median OS of 54.2, 22.3, and 7.5 months, respectively [P < 0.0001; concordance index (C-index) 0.648]. External validation (n = 126) retained prognostic separation (median OS 24.7, 17.4, and 4.3 months, P = 0.0005; C-index 0.626). Compared with existing HMA/VEN-specific models, our model demonstrated superior low- versus intermediate-risk discrimination (31.9-month separation, P = 0.002; hazard ratio = 0.45, P = 0.003), with a comparable C-index. Our model supports personalized risk stratification for HMA/VEN-treated AML, pending broader validation.
Significance: This study identifies key mutational and cytogenetic markers associated with treatment response and OS in patients with AML receiving HMA/VEN therapy. By integrating these genetic markers, our new prognostic model offers improved risk stratification, guiding personalized treatment strategies for patients ineligible for intensive chemotherapy. See related commentary by Lachowiez and Loghavi, p. 339.
期刊介绍:
The journal Blood Cancer Discovery publishes high-quality Research Articles and Briefs that focus on major advances in basic, translational, and clinical research of leukemia, lymphoma, myeloma, and associated diseases. The topics covered include molecular and cellular features of pathogenesis, therapy response and relapse, transcriptional circuits, stem cells, differentiation, microenvironment, metabolism, immunity, mutagenesis, and clonal evolution. These subjects are investigated in both animal disease models and high-dimensional clinical data landscapes.
The journal also welcomes submissions on new pharmacological, biological, and living cell therapies, as well as new diagnostic tools. They are interested in prognostic, diagnostic, and pharmacodynamic biomarkers, and computational and machine learning approaches to personalized medicine. The scope of submissions ranges from preclinical proof of concept to clinical trials and real-world evidence.
Blood Cancer Discovery serves as a forum for diverse ideas that shape future research directions in hematooncology. In addition to Research Articles and Briefs, the journal also publishes Reviews, Perspectives, and Commentaries on topics of broad interest in the field.