Epigenetic Regulators and Response to Hypomethylating Agents in Higher-Risk Myelodysplastic Syndromes
DOI:
https://doi.org/10.5281/zenodo.22247708Keywords:
Myelodysplastic Syndrome, Hypomethylating Agents, TET2, ASXL1, Response PredictionAbstract

Fewer than half of patients respond to hypomethylating agents, and sequencing has been expected to identify which. It has, but not in the way the field assumed: the mutations that predict response are not the mutations that predict survival, and treating the two questions as one produces a marker that answers neither. Objectives: To review the published evidence on somatic mutations in epigenetic regulators as predictors of response to hypomethylating agents in higher-risk myelodysplastic syndromes: which mutations predict response, which predict survival, how the two differ, and how the apparent signal depends on how variants are counted.
Material and Methods: Narrative review of sequencing cohorts, randomised trials, meta-analyses and mechanistic work indexed in PubMed and the major haematology journals. Studies were eligible if they reported the association between somatic mutation and response or survival after hypomethylating agent treatment in a defined myelodysplastic syndrome population. No new patient data were generated and no patients were recruited; every estimate quoted is one published by the original investigators. Results: Sequencing 40 recurrently mutated genes in 213 patients before treatment found that 94 per cent carried at least one driver mutation, most frequently ASXL1 in 46 per cent, TET2 in 27, RUNX1 in 20, TP53 in 18 and DNMT3A in 16 per cent. The overall response rate was 47 per cent and did not differ between azacitidine and decitabine. Clonal TET2 mutation predicted response with an odds ratio of 1.99 (p = 0.036) when variants below 10 per cent allele fraction were treated as wild-type, and response was highest in TET2-mutant patients without clonal ASXL1 mutation at an odds ratio of 3.65 (p = 0.009). When all variants were counted regardless of allele fraction, TET2 alone ceased to predict response. Mutations of TP53 (HR 2.01, p = 0.002) and PTPN11 (HR 3.26, p = 0.006) were associated with shorter overall survival but not with drug response. Conclusion: Response and survival are governed by different mutations, and a patient with TP53 mutation may respond while still dying early. The TET2 signal exists only under a clonality filter, which makes the predictor a variant allele frequency threshold as much as a gene. Abbreviations: MDS – Myelodysplastic Syndrome, HMA – Hypomethylating Agent, AZA – Azacitidine, DEC – Decitabine, AML – Acute Myeloid Leukaemia, VAF – Variant Allele Frequency, OR – Odds Ratio, HR – Hazard Ratio, WT – Wild-Type, IPSS-R – Revised International Prognostic Scoring System, IPSS-M – Molecular International Prognostic Scoring System, CR – Complete Remission.
References
Fenaux, P., Haase, D., Santini, V., Sanz, GF., Platzbecker, U., Mey, U. (2021) Myelodysplastic syndromes: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol, 32(2): 142-156.
Santini, V. (2019) How I treat MDS after hypomethylating agent failure. Blood, 133(6): 521-529.
Fenaux, P., Mufti, GJ., Hellstrom-Lindberg, E., Santini, V., Finelli, C., Giagounidis, A., et al. (2009) Efficacy of azacitidine compared with that of conventional care regimens in the treatment of higher-risk myelodysplastic syndromes: a randomised, open-label, phase III study. Lancet Oncol, 10(3): 223-232.
Bejar, R., Lord, A., Stevenson, K., Bar-Natan, M., Pérez-Ladaga, A., Zaneveld, J., et al. (2014) TET2 mutations predict response to hypomethylating agents in myelodysplastic syndrome patients. Blood, 124(17): 2705-2712.
Lee, EJ., Zeidan, AM. (2015) Genome sequencing in myelodysplastic syndromes: can molecular mutations predict benefit from hypomethylating agent therapy? Expert Rev Hematol, 8(2): 155-158.
Prebet, T., Gore, SD., Esterni, B., Gardin, C., Itzykson, R., Thepot, S., et al. (2011) Outcome of high-risk myelodysplastic syndrome after azacitidine treatment failure. J Clin Oncol, 29(24): 3322-3327.
Bejar, R., Stevenson, K., Abdel-Wahab, O., Galili, N., Nilsson, B., Garcia-Manero, G., et al. (2011) Clinical effect of point mutations in myelodysplastic syndromes. N Engl J Med, 364(26): 2496-2506.
Papaemmanuil, E., Gerstung, M., Malcovati, L., Tauro, S., Gundem, G., Van Loo, P., et al. (2013) Clinical and biological implications of driver mutations in myelodysplastic syndromes. Blood, 122(22): 3616-3627.
Haferlach, T., Nagata, Y., Grossmann, V., Okuno, Y., Bacher, U., Nagae, G., et al. (2014) Landscape of genetic lesions in 944 patients with myelodysplastic syndromes. Leukemia, 28(2): 241-247.
Sperling, AS., Gibson, CJ., Ebert, BL. (2017) The genetics of myelodysplastic syndrome: from clonal haematopoiesis to secondary leukaemia. Nat Rev Cancer, 17(1): 5-19.
Tobiasson, M., McLornan, DP., Karimi, M., Dimitriou, M., Jansson, M., Ben Azenkoud, A., et al. (2016) Mutations in the DNA methylation pathway and number of driver mutations predict response to azacitidine in myelodysplastic syndromes. Oncotarget, 7(16): 22103-22115.
Welch, JS., Petti, AA., Miller, CA., Fronick, CC., O’Laughlin, M., Fulton, RS., et al. (2016) TP53 and decitabine in acute myeloid leukemia and myelodysplastic syndromes. N Engl J Med, 375(21): 2023-2036.
Bernard, E., Tuechler, H., Greenberg, PL., Hasserjian, RP., Arango Ossa, JE., Nannya, Y., et al. (2022) Molecular international prognostic scoring system for myelodysplastic syndromes. NEJM Evid, 1(7): EVIDoa2200008.
Daver, NG., Maiti, A., Kadia, TM., Vyas, P., Majeti, R., Wei, AH., et al. (2022) TP53-mutated myelodysplastic syndrome and acute myeloid leukemia: biology, current therapy, and future directions. Cancer Discov, 12(11): 2516-2529.
Khoury, JD., Solary, E., Abla, O., Akkari, Y., Alaggio, R., Apperley, JF., et al. (2022) The 5th edition of the World Health Organization classification of haematolymphoid tumours: myeloid and histiocytic/dendritic neoplasms. Leukemia, 36(7): 1703-1719.
Arber, DA., Orazi, A., Hasserjian, RP., Borowitz, MJ., Calvo, KR., Kvasnicka, HM., et al. (2022) International consensus classification of myeloid neoplasms and acute leukemias. Blood, 140(11): 1200-1228.
Kantarjian, H., Kadia, T., DiNardo, C., Daver, N., Borthakur, G., Jabbour, E., et al. (2021) Acute myeloid leukemia: current progress and future directions. Blood Cancer J, 11: 41.
Cazzola, M., Della Porta, MG., Malcovati, L. (2013) The genetic basis of myelodysplasia and its clinical relevance. Blood, 122(25): 4021-4034.
Malcikova, J., Tausch, E., Rossi, D., Sutton, LA., Soussi, T., Zenz, T., et al. (2018) ERIC recommendations for TP53 mutation analysis in chronic lymphocytic leukemia: update on methodological approaches and results interpretation. Leukemia, 32(5): 1070-1080.
Greenberg, PL., Tuechler, H., Schanz, J., Sanz, G., Garcia-Manero, G., Solé, F., et al. (2012) Revised international prognostic scoring system for myelodysplastic syndromes. Blood, 120(12): 2454-2465.
Itzykson, R., Kosmider, O., Cluzeau, T., Mansat-De Mas, V., Dreyfus, F., Beyne-Rauzy, O., et al. (2011) Impact of TET2 mutations on response rate to azacitidine in myelodysplastic syndromes and low blast count acute myeloid leukemias. Leukemia, 25(7): 1147-1152.
Traina, F., Visconte, V., Elson, P., Tabarroki, A., Jankowska, AM., Hasrouni, E., et al. (2014) Impact of molecular mutations on treatment response to DNMT inhibitors in myelodysplasia and related neoplasms. Leukemia, 28(1): 78-87.
Kulasekararaj, AG., Smith, AE., Mian, SA., Mohamedali, AM., Krishnamurthy, P., Lea, NC., et al. (2013) TP53 mutations in myelodysplastic syndrome are strongly correlated with aberrations of chromosome 5, and correlate with adverse prognosis. Br J Haematol, 160(5): 660-672.
Jung, SH., Kim, YJ., Yim, SH., Kim, HJ., Kwon, YR., Hur, EH., et al. (2016) Somatic mutations predict outcomes of hypomethylating therapy in patients with myelodysplastic syndrome. Oncotarget, 7(35): 55264-55275.
Nazha, A., Sekeres, MA., Bejar, R., Rauh, MJ., Othus, M., Komrokji, RS., et al. (2019) Genomic biomarkers to predict resistance to hypomethylating agents in patients with myelodysplastic syndromes using artificial intelligence. JCO Precis Oncol, 3: PO.19.00119.
Unnikrishnan, A., Papaemmanuil, E., Beck, D., Deshpande, NP., Verma, A., Kumari, A., et al. (2017) Integrative genomics identifies the molecular basis of resistance to azacitidine therapy in myelodysplastic syndromes. Cell Rep, 20(3): 572-585.
Figueroa, ME., Skrabanek, L., Li, Y., Jiemjit, A., Fandy, TE., Paietta, E., et al. (2009) MDS and secondary AML display unique patterns and abundance of aberrant DNA methylation. Blood, 114(16): 3448-3458.
Ko, M., Huang, Y., Jankowska, AM., Pape, UJ., Tahiliani, M., Bandukwala, HS., et al. (2010) Impaired hydroxylation of 5-methylcytosine in myeloid cancers with mutant TET2. Nature, 468(7325): 839-843.
Moran-Crusio, K., Reavie, L., Shih, A., Abdel-Wahab, O., Ndiaye-Lobry, D., Lobry, C., et al. (2011) Tet2 loss leads to increased hematopoietic stem cell self-renewal and myeloid transformation. Cancer Cell, 20(1): 11-24.
Abdel-Wahab, O., Adli, M., LaFave, LM., Gao, J., Hricik, T., Shih, AH., et al. (2012) ASXL1 mutations promote myeloid transformation through loss of PRC2-mediated gene repression. Cancer Cell, 22(2): 180-193.
Silverman, LR., Demakos, EP., Peterson, BL., Kornblith, AB., Holland, JC., Odchimar-Reissig, R., et al. (2002) Randomized controlled trial of azacitidine in patients with the myelodysplastic syndrome: a study of the Cancer and Leukemia Group B. J Clin Oncol, 20(10): 2429-2440.
Kantarjian, H., Issa, JP., Rosenfeld, CS., Bennett, JM., Albitar, M., DiPersio, J., et al. (2006) Decitabine improves patient outcomes in myelodysplastic syndromes: results of a phase III randomized study. Cancer, 106(8): 1794-1803.
Steensma, DP., Baer, MR., Slack, JL., Buckstein, R., Godley, LA., Garcia-Manero, G., et al. (2009) Multicenter study of decitabine administered daily for 5 days for advanced myelodysplastic syndrome. J Clin Oncol, 27(23): 3842-3848.
Garcia-Manero, G., Santini, V., Almeida, A., Platzbecker, U., Jonasova, A., Silverman, LR., et al. (2021) Phase III, randomized, placebo-controlled trial of CC-486 with best supportive care in patients with red blood cell transfusion-dependent anemia and thrombocytopenia due to IPSS lower-risk myelodysplastic syndromes. J Clin Oncol, 39(13): 1426-1436.
Sekeres, MA., Taylor, J. (2022) Diagnosis and treatment of myelodysplastic syndromes: a review. JAMA, 328(9): 872-880.


