A 68-year-old male with history of hypertension and arthritis presented with bruising and increasing fatigue over several months. He was found to be thrombocytopenic (platelets 30), WCB 2.0 K/mm3, Hg 11.6 g/dL, ANC 870, and 1% circulating blasts. Bone marrow biopsy revealed 40%-50% cellular with multilineage dysplasia and 10% blasts. Cytogenetic genetic studies showed trisomy 2, and translocation (3;21). FISH studies for 5q, 7p, 8, 17p, and 20q abnormalities were negative. Molecular diagnostics were sent to a commercial laboratory to aid in prognostication. These studies showed mutations in TET2 (exons 1- 9 tested) and PHF6 (exons 1-9 tested). No abnormalities in other epigenetic regulators (DNMT3A, ASXL1), RNA splicing (SF3B1, SRSF2, URAF1, ZRSR2), transcription factors (RUNX1 or ETV6), or signaling (CBL, NRAS, KIT, JAK2, MPL) were detected. He was referred for consultation regarding initial treatment. In this elderly patient with preserved organ function and good performance status who is being considered for reduced intensity conditioned allogeneic hematopoietic cell transplant, what should the initial treatment be and can we use the molecular diagnostic results to guide therapy?

Learning Objective
  • To review the role somatic mutational testing has at diagnosis for patients with MDS to predict response to standard therapies

The patient in this vignette presented with de novo myelodysplastic syndrome (MDS), RAEB-2 with R-IPSS of high risk.1  This portends a median overall survival of 1.6 years and time to 25% of patients developing acute myeloid leukaemia (AML) of 1.4 years.1  Although survival results may be improved by active treatment,2,3  there is little hope for longer-term disease-free survival without hematopoietic cell transplantation. Retrospective reports suggest that bone marrow blast percentage <5%-10% at the time of transplant may improve relapse-free survival after transplant.4-10 

Despite current clinical prognostication systems in MDS helping to predict survival and risk for evolution to acute leukemia; predicting response to treatment has been based on a number of clinical factors including: baseline bone marrow fibrosis, increased bone marrow blasts >15%, cytogenetics, prior therapy, transfusion dependence, and doubling of platelets with therapy.3,11-14  The understanding of MDS at the genomic level has enlightened our understanding of cellular pathways recurrently mutated in MDS including RNA splicing factors, DNA methylation, transcription regulation, chromatin and histone modification, DNA repair and tumor suppressors, signal transduction, and cohesion complex abnormalities.15-22  More than 80% of patients with MDS harbor a recurrent somatic mutation and these mutations have clear prognostic significance whether in dominant clones or subclones.15,20,23  The challenges of interpreting molecular genetic data for individual patients has been reviewed previously.24  These challenges include: (1) the polyclonal nature of MDS means that multiple clones can harbor different mutational profiles and those that might predict response may not predict response if only found in a small subclone. (2) Genes can be mutated in distinct patterns and not all mutations in a gene may be equal. (3) Mutations co-occur in MDS and the interactions of mutations in common or different cellular pathways and the interaction of these mutations with clinical and cytogenetic abnormalities is poorly understood.

Despite these current knowledge gaps and these limitations, evaluating for molecular predictors of response to therapy remains an attractive and active area of research in MDS through retrospective reviews of patients previously treated and prospective observations in ongoing trials. The standard treatment for MDS remains hypomethylating agents (HMAs), azacitidine and decitabine, which inhibit DNA methyl transferase. This review will summarize our current understanding and level of evidence for selecting therapies based on the molecular genetics of MDS.

To evaluate the impact of somatic mutations in MDS on response to therapy, a PubMed search was performed. The following search criteria were used: [“Myelodysplastic Syndromes” (Mesh) AND “Mutation”(Mesh) AND (“last 5 years” (PDat) AND Humans (Mesh) AND English(lang)]. This initially returned 777 hits, 127 reviews, and 62 clinical trials. The search was limited to publication dates within 5 years, Humans, and English. Phase I trials, studies specifically in del5q MDS, MDS/MPN overlap or CMML, pharmacokinetic studies, case series, and non-MDS investigations were excluded. There are no randomized controlled clinical trials evaluating the response to therapy based on somatic mutations in MDS. Table 1 lists the 25 studies included in this review and their characteristics.

Table 1.

Somatal mutations in MDS and response to therapy

Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy
Somatal mutations in MDS and response to therapy

AZA indicates 5-azacitidine; DAC, decitabine; Len, lenalidomide; MDS, myelodysplastic syndrome; ATRA, all-trans retinoic acid; ATG, antithymocyte globulin; VPA, valproic acid; EPO, erythropoietin; G, neupogen/G-CSF; MPN, myeloproliferative neoplasm; NGS, next generation sequencing; RA, refractory anemia; RARS, refractory anemia with ringed sideroblasts; RCMD, refractory cytopenias with multilineage dysplasia; 5q−, 5q minus syndrome; RAEB1, refractory anemia with excess blasts 1; RAEB2, refractory anemia with excess blasts 2; RAEB-t, refractory anemia with excess blasts in transformation; MDS-U, myelodysplatsic syndrome unclassified; RARS-T, refractory anemia with ringed sideroblasts with thrombocytosis; RCMD-RS, refractory cytopenias with multilineage dysplasia and ringed sideroblasts; AML, acute myelogenous leukemia; sAML, secondary AML; tAML, therapy-related AML; tMDS, therapy-related MDS; CMML, chronic myelomonocytic leukemia; PMF, primary myelofibrosis; VAF, variant allele frequency; CR, complete response; NR, no response; PR, partial response; PFS, progression-free survival; OS, overall survival; EFS, event-free survival; LFS, leukemia free survival; OR, odds ratio; ORR, overall response rate; mut, mutation; and WT, wild-type.

The strongest evidence for correlation of mutation status and response to therapy was found in patients carrying TET2 mutations. TET2 is one of the most common somatic mutations found in MDS (15%- 27%).25 TET2 encodes for a dioxygenase that converts 5-methylcytosine to 5-hydroxymethylcytosine leading to DNA demethylation. The link between methylation regulation and mechanism of action of HMA, azacitidine (AZA), and decitabine (DAC), has led a number of investigators to hypothesize mutations in this gene may affect response to these therapies. In fact, 3 large retrospective studies support improved response to hypomethylating therapy in patients with TET2 mutations.26-28  The first study to report an association by Itzykson et al27 evaluated 86 patients with MDS and AML with 20%-30% blasts that had been treated with AZA. Thirteen (15%) were found to carry the TET2 mutations (8 with MDS and 5 with AML). Compared with wild-type, patients in the TET2–mutated group had a higher incidence of lower hemoglobin, better cytogenetics and longer duration of MDS. After a median number of 6 cycles, response to AZA was increased in the mutated group with 9/13 (69%) responders compared with 23/73 (31%) in the wild-type (WT; p = 0.01). The complete response (CR) rate was similar between groups [mutated: 5/13 (38%), and WT: 15/73 (21%), p = 0.17]. In multivariate analysis, overall response rate (ORR) was positively affected by TET2 mutation, and negatively affected by poor-risk cytogenetics. Response was independent of hemoglobin, duration of MDS, or good-risk cytogenetics. Response duration and survival was not different between groups.

Two more recent studies by Traina et al28  and Bejar et al26 confirmed these initial observations. Traina et al28  evaluated 230 patients with MDS, MDS/MPN, or secondary AML, 92 (53 MDS, 28 MDS/MPN, 11 sAML) were treated with AZA or DAC between 2002 and 2010. Clinical characteristics that predicted for response were treatment with HMA therapy and platelet count ≥100. Direct sequencing of TET2 exons 3-11 was performed along with sequencing of DNMT3a, IDH1, IDH2, ASXL1, CBL, NRAS, KRAS, SF3B1, and TP53 as mentioned below. Forty-eight of 92 patients (52%) were previously untreated with HMA therapy. Focusing on the results of TET2 from this study, mutant TET2 occurred in 17 (18%) subjects. The numbers of responders was 5 (29%) and 12 (71%) nonresponders. This cohort included patients treated with AZA plus lenalidomide, which resulted in the highest response rate of 59% (10/17). The authors excluded this group from analysis and reported the response rate remained improved for TET2–mutated. In multivariate analysis, TET2 mutation, DNMT3a mutation, platelets, and WBCs were independent predictors of response. However, there was no association with PFS and OS in the TET2–mutated group. Unlike the Itzykson et al study,27 which only included high-risk MDS and sAML, this study also included low-risk MDS but still suggested improved responses in TET2–mutated patients to HMA therapy.

The final, and largest study, to evaluate TET2 mutation status and response to HMA therapy was by Bejar et al,26 who showed that the variant allele frequency (VAF), or the size of the malignant clone harboring the mutation, matters. They sequenced 40 genes in 213 MDS patients prior to treatment with HMA therapy from 2003 to 2010. Initial analysis showed that TET2–mutated patients showed no statistically significant increase in response (55% Mut vs 44% WT; p = 0.14) to HMAs. Because modern methods of sequencing for these mutations improve the sensitivity to be able to detect clone sizes of <1% of the population and can sequence across the entire gene in an unbiased manner, detection of patients with the mutation improves compared with traditional sanger sequencing of hot spots in a gene as was previously reported by Itzykson et al27 and Traina et al.28  The authors hypothesized that the sensitivity of their test was detecting small clones that would normally not be detected with traditional Sanger sequencing resulting in those patients being called wild-type. After setting a VAF threshold of >10%, they were able to demonstrate improved responses to therapy (60% Mut vs 43% WT; p = 0.036). This response was enhanced if co-occurrence of TET2 with ASXL1 is excluded. Once again, there was no association with OS. The observation that the size of the malignant clone harboring the potentially sensitizing mutation can affect response is an important one. This suggests the results obtained from commercial labs using hot spot Sanger sequencing of genes may be detecting a dominate clone as well as other minor clones which could affect individual patients response to hypomethylating therapy may not be detected but could be through deeper sequencing efforts. It also suggests that unless a mutation is in a substantial portion of malignant cells, any therapy (HMA or targeted) is unlikely to be associated with a clinical benefit. Finally, the authors found that mutations previously identified as associated with adverse prognostic significance (TP53, RUNX1, ASXL1, EZH2, or ETV6)15  in a patient cohort yet to be treated clinically with HMAs in practice, were no longer identified as predictive of shorter overall survival. This suggests that standard of care therapy with an HMA may abrogate some of the adverse prognostic impact of these mutations.

Another critical regulator of methylation is DNA (cytosine-5)-methyltransferase 3 alpha (DNAMT3a). DNMT3A encodes a DNA methyltransferase that catalyzes the incorporation of methyl groups to the cytosine residue of CpG dinucleotides. DNMT inhibitors can affect expression levels of DNMT1 and DNMT3a. DNMT3A is found recurrently mutated in MDS in 3%-13% of cases. Two studies previously discussed above by Traina et al28  and Bejar et al26 addressed response to therapy with HMAs and DNMT3a mutations. Earlier studies by Walter et al18 and Thol et al49 reported worse overall survival and shortened time to leukemic transformation but did not examine treatment response or had limited numbers of patients who had been treated with HMAs. Traina et al28  found an association of DNMT3a mutation and response, OR 3.59 (1.14-11.36; p = 0.03), in a multivariate analysis. There was no association with progression-free survival. Bejar et al26 also examined their cohort but found no association with DNMT3a mutation status and response to HMAs or survival. Therefore, there is no compelling evidence currently that DNMT3a mutations predict for or against response to HMA therapy in MDS.

Mutations in the spliceosome machinery genes are the most frequently found somatic mutations in MDS. They tend to be mutually exclusive but can co-occur with other somatic mutations such as those mentioned above. These mutations are thought to be early events in the generation of MDS. There is no evidence that mutations in these genes affects response to therapy but they are classically associated with a better overall prognosis.19,26,28-33  There are mixed associations with survival and mutations in spliceosome mutations along with leukemic transformation. Only 2 studies reported data on response to HMAs, Bejar et al26 and Traina et al28  only looked at SF3B1 by Sanger sequencing and found no association with treatment response. Bejar et al26 performed deep sequencing of known spliceosome factors recurrently mutated in MDS and found no association of mutation in any factor and response to hypomethylating therapy.

IDH1 and IDH2 mutations are uncommon in MDS (5%-10%). Isocitrate dehydrogenases are essential enzymes in the Krebs cycle and found to be recurrently mutated in a number of malignancies, resulting in accumulation of a metabolic by-product called 2-hydroxyglutarate (2-HG). 2-HG is an onco-metabolite that competitively inhibits prolyl hydroxylases and chromatin modifying enzymes, such as histone demethylases and TET-5mc hydroxylases.25  There is mixed data suggesting a correlation with response to therapy with HMAs.26,28,34-37  As above, older studies are limited by no information on treatment and a patient population studied prior to the advent of HMAs. Traina et al28  reported IDH1 and IDH2 mutations resulted in higher response rates to HMAs, but this was not found by Bejar et al.26 Because these are rare mutations in MDS, larger cohorts are needed to determine the impact of these mutations on therapy response.

TP53 mutations are rare in de novo MDS (5%-10%) and associated with complex cytogenetics. TP53 is more commonly mutated in treatment-related MDS and isolated del5q MDS. Three studies report no difference in response to HMAs in TP53–mutated patients.26,38,39  On the other hand, overall survival and progression to leukemia were shortened in TP53–mutated patients in all cohorts examined.

Other transcription factors associated with poorer prognosis in MDS, RUNX1, and ETV6,15  have no effect on response to hypomethylating therapy. In addition, recent evidence in a cohort of patients treated with hypomethylating therapy suggests that their adverse prognostic significance may not hold in the modern error of treatment with HMAs and transplant.26 

Chromatin and histone modification machinery has also been implicated in MDS pathogenesis. The most commonly mutated are ASXL1 (10%-21%) and EZH2 (6%-8%).25  Both have been associated with poor clinical outcomes. There is no evidence that mutations in these genes affect response to hypomethylating therapy.26,28,40  Furthermore, as discussed above, the previously noted adverse prognostic impact of these mutations may be altered in the setting of treatment with HMAs.26 

Finally, signal transduction can be altered in MDS. Two commonly mutated genes include CBL (1%-3%) and N-RAS (6%-17%).25  Mutations in CBL have been associated with lower response rates to HMAs,26  whereas NRAS mutations are not associated with response to therapy.26,41  Again because these are independent rare events in MDS, larger cohorts of patients will need to be studied to confirm or refute these findings.

The optimal use and timing of therapies for patients with high-risk de novo MDS remains an area of ongoing investigation. Current clinical prognostic scoring systems do not incorporate molecular genetic abnormalities in genes of histone/chromatin modification and DNA methylation that may predict response to HMAs. The choice of initial therapy in this case was treatment with 10 day decitabine on a clinical study and the patient achieved a complete response to treatment and subsequently underwent allogeneic transplant. The interactions of clinical factors, cytogenetic and molecular mutations is unknown but in this representative case the poor prognosis of t(3;21)42  may have been overcome by knowledge of TET2 mutation status and therapy with a HMA. Our review found no molecular mutations are strong predictors for resistance to therapies but response may be greater in TET2–mutated patients with high-variant allele frequencies. Based on the available evidence, we conclude that the choice of therapy between induction chemotherapy and HMAs based on molecular testing for recurrent somatic mutations is insufficient to recommend one over the other at the present time.

Differences in response and survival have not been demonstrated in randomized controlled trials. The overall grade of recommendation for choosing hypomethylating therapy over induction chemotherapy in high-risk MDS RAEB-2 based on molecular genetic mutations is grade 2C, and based on less-associated toxicity and increased responses primarily in TET2–mutated disease. Further prospective studies are needed to evaluate the long-term effects of hypomethylating therapy particularly in TET2–mutated patients.

Mark A. Schroeder, Washington University in Saint Louis, Division of Oncology, Section of BMT and Leukemia, 660 S. Euclid Ave, Campus Box 8007, St Louis, MO 63110; Phone: 314-454-8323; Fax: 314-454-7551; e-mail: mschroed@dom.wustl.edu.

1
Greenberg
 
PL
Tuechler
 
H
Schanz
 
J
et al. 
Revised international prognostic scoring system for myelodysplastic syndromes
Blood
2012
, vol. 
120
 
12
(pg. 
2454
-
2465
)
2
Fenaux
 
P
Mufti
 
GJ
Hellstrom-Lindberg
 
E
et al. 
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
2009
, vol. 
10
 
3
(pg. 
223
-
232
)
3
Fenaux
 
P
Gattermann
 
N
Seymour
 
JF
et al. 
Prolonged survival with improved tolerability in higher-risk myelodysplastic syndromes: azacitidine compared with low dose ara-C
Br J Haematol
2010
, vol. 
149
 
2
(pg. 
244
-
249
)
4
Sierra
 
J
Perez
 
WS
Rozman
 
C
et al. 
Bone marrow transplantation from HLA-identical siblings as treatment for myelodysplasia
Blood
2002
, vol. 
100
 
6
(pg. 
1997
-
2004
)
5
Warlick
 
ED
Cioc
 
A
Defor
 
T
Dolan
 
M
Weisdorf
 
D
Allogeneic stem cell transplantation for adults with myelodysplastic syndromes: importance of pretransplant disease burden
Biol Blood Marrow Transplant
2009
, vol. 
15
 
1
(pg. 
30
-
38
)
6
Oliansky
 
DM
Antin
 
JH
Bennett
 
JM
et al. 
The role of cytotoxic therapy with hematopoietic stem cell transplantation in the therapy of myelodysplastic syndromes: an evidence-based review
Biol Blood Marrow Transplant
2009
, vol. 
15
 
2
(pg. 
137
-
172
)
7
Scott
 
BL
Storer
 
B
Loken
 
MR
Storb
 
R
Appelbaum
 
FR
Deeg
 
HJ
Pretransplantation induction chemotherapy and posttransplantation relapse in patients with advanced myelodysplastic syndrome
Biol Blood Marrow Transplant
2005
, vol. 
11
 
1
(pg. 
65
-
73
)
8
Nakai
 
K
Kanda
 
Y
Fukuhara
 
S
et al. 
Value of chemotherapy before allogeneic hematopoietic stem cell transplantation from an HLA-identical sibling donor for myelodysplastic syndrome
Leukemia
2005
, vol. 
19
 
3
(pg. 
396
-
401
)
9
Luger
 
SM
Ringden
 
O
Zhang
 
MJ
et al. 
Similar outcomes using myeloablative vs reduced-intensity allogeneic transplant preparative regimens for AML or MDS
Bone Marrow Transplant
2012
, vol. 
47
 
2
(pg. 
203
-
211
)
10
Della Porta
 
MG
Alessandrino
 
EP
Bacigalupo
 
A
et al. 
Predictive factors for the outcome of allogeneic transplantation in patients with MDS stratified according to the revised IPSS-R
Blood
2014
, vol. 
123
 
15
(pg. 
2333
-
2342
)
11
Itzykson
 
R
Thepot
 
S
Quesnel
 
B
et al. 
Prognostic factors for response and overall survival in 282 patients with higher-risk myelodysplastic syndromes treated with azacitidine
Blood
2011
, vol. 
117
 
2
(pg. 
403
-
411
)
12
Zeidan
 
AM
Lee
 
JW
Prebet
 
T
et al. 
Platelet count doubling after the first cycle of azacitidine therapy predicts eventual response and survival in patients with myelodysplastic syndromes and oligoblastic acute myeloid leukaemia but does not add to prognostic utility of the revised IPSS
Br J Haematol
2014
, vol. 
167
 
1
(pg. 
62
-
68
)
13
van der Helm
 
LH
Alhan
 
C
Wijermans
 
PW
et al. 
Platelet doubling after the first azacitidine cycle is a promising predictor for response in myelodysplastic syndromes (MDS), chronic myelomonocytic leukaemia (CMML) and acute myeloid leukaemia (AML) patients in the Dutch azacitidine compassionate named patient programme
Br J Haematol
2011
, vol. 
155
 
5
(pg. 
599
-
606
)
14
Bejar
 
R
Steensma
 
DP
Recent developments in myelodysplastic syndromes
Blood
2014
, vol. 
124
 
18
(pg. 
2793
-
2803
)
15
Bejar
 
R
Stevenson
 
K
Abdel-Wahab
 
O
et al. 
Clinical effect of point mutations in myelodysplastic syndromes
N Engl J Med
2011
, vol. 
364
 
26
(pg. 
2496
-
2506
)
16
Walter
 
MJ
Shen
 
D
Ding
 
L
et al. 
Clonal architecture of secondary acute myeloid leukemia
N Engl J Med
2012
, vol. 
366
 
12
(pg. 
1090
-
1098
)
17
Walter
 
MJ
Shen
 
D
Shao
 
J
et al. 
Clonal diversity of recurrently mutated genes in myelodysplastic syndromes
Leukemia
2013
, vol. 
27
 
6
(pg. 
1275
-
1282
)
18
Walter
 
MJ
Ding
 
L
Shen
 
D
et al. 
Recurrent DNMT3A mutations in patients with myelodysplastic syndromes
Leukemia
2011
, vol. 
25
 
7
(pg. 
1153
-
1158
)
19
Graubert
 
TA
Shen
 
D
Ding
 
L
et al. 
Recurrent mutations in the U2AF1 splicing factor in myelodysplastic syndromes
Nat Genet
2012
, vol. 
44
 
1
(pg. 
53
-
57
)
20
Papaemmanuil
 
E
Gerstung
 
M
Malcovati
 
L
et al. 
Clinical and biological implications of driver mutations in myelodysplastic syndromes
Blood
2013
, vol. 
122
 
22
(pg. 
3616
-
3627
quiz 3699
21
Haferlach
 
T
Nagata
 
Y
Grossmann
 
V
et al. 
Landscape of genetic lesions in 944 patients with myelodysplastic syndromes
Leukemia
2014
, vol. 
28
 
2
(pg. 
241
-
247
)
22
Yoshida
 
K
Sanada
 
M
Shiraishi
 
Y
et al. 
Frequent pathway mutations of splicing machinery in myelodysplasia
Nature
2011
, vol. 
478
 
7367
(pg. 
64
-
69
)
23
Murphy
 
DM
Bejar
 
R
Stevenson
 
K
et al. 
NRAS mutations with low allele burden have independent prognostic significance for patients with lower risk myelodysplastic syndromes
Leukemia
2013
, vol. 
27
 
10
(pg. 
2077
-
2081
)
24
Bejar
 
R
Prognostic models in myelodysplastic syndromes
Hematology Am Soc Hematol Educ Program
2013
, vol. 
2013
 (pg. 
504
-
510
)
25
Zhang
 
L
Padron
 
E
Lancet
 
J
The molecular basis and clinical significance of genetic mutations identified in myelodysplastic syndromes
Leuk Res
2015
, vol. 
39
 
1
(pg. 
6
-
17
)
26
Bejar
 
R
Lord
 
A
Stevenson
 
K
et al. 
TET2 mutations predict response to hypomethylating agents in myelodysplastic syndrome patients
Blood
2014
, vol. 
124
 
17
(pg. 
2705
-
2712
)
27
Itzykson
 
R
Kosmider
 
O
Cluzeau
 
T
et al. 
Impact of TET2 mutations on response rate to azacitidine in myelodysplastic syndromes and low blast count acute myeloid leukemias
Leukemia
2011
, vol. 
25
 
7
(pg. 
1147
-
1152
)
28
Traina
 
F
Visconte
 
V
Elson
 
P
et al. 
Impact of molecular mutations on treatment response to DNMT inhibitors in myelodysplasia and related neoplasms
Leukemia
2014
, vol. 
28
 
1
(pg. 
78
-
87
)
29
Damm
 
F
Thol
 
F
Kosmider
 
O
et al. 
SF3B1 mutations in myelodysplastic syndromes: clinical associations and prognostic implications
Leukemia
2012
, vol. 
26
 
5
(pg. 
1137
-
1140
)
30
Wu
 
SJ
Kuo
 
YY
Hou
 
HA
et al. 
The clinical implication of SRSF2 mutation in patients with myelodysplastic syndrome and its stability during disease evolution
Blood
2012
, vol. 
120
 
15
(pg. 
3106
-
3111
)
31
Makishima
 
H
Visconte
 
V
Sakaguchi
 
H
et al. 
Mutations in the spliceosome machinery, a novel and ubiquitous pathway in leukemogenesis
Blood
2012
, vol. 
119
 
14
(pg. 
3203
-
3210
)
32
Thol
 
F
Kade
 
S
Schlarmann
 
C
et al. 
Frequency and prognostic impact of mutations in SRSF2, U2AF1, and ZRSR2 in patients with myelodysplastic syndromes
Blood
2012
, vol. 
119
 
15
(pg. 
3578
-
3584
)
33
Damm
 
F
Kosmider
 
O
Gelsi-Boyer
 
V
et al. 
Mutations affecting mRNA splicing define distinct clinical phenotypes and correlate with patient outcome in myelodysplastic syndromes
Blood
2012
, vol. 
119
 
14
(pg. 
3211
-
3218
)
34
Thol
 
F
Weissinger
 
EM
Krauter
 
J
et al. 
IDH1 mutations in patients with myelodysplastic syndromes are associated with an unfavorable prognosis
Haematologica
2010
, vol. 
95
 
10
(pg. 
1668
-
1674
)
35
Patnaik
 
MM
Hanson
 
CA
Hodnefield
 
JM
et al. 
Differential prognostic effect of IDH1 versus IDH2 mutations in myelodysplastic syndromes: a Mayo Clinic study of 277 patients
Leukemia
2012
, vol. 
26
 
1
(pg. 
101
-
105
)
36
Lin
 
J
Yao
 
DM
Qian
 
J
et al. 
IDH1 and IDH2 mutation analysis in Chinese patients with acute myeloid leukemia and myelodysplastic syndrome
Ann Hematol
2012
, vol. 
91
 
4
(pg. 
519
-
525
)
37
Lin
 
CC
Hou
 
HA
Chou
 
WC
et al. 
IDH mutations are closely associated with mutations of DNMT3A, ASXL1 and SRSF2 in patients with myelodysplastic syndromes and are stable during disease evolution
Am J Hematol
2014
, vol. 
89
 
2
(pg. 
137
-
144
)
38
Bally
 
C
Ades
 
L
Renneville
 
A
et al. 
Prognostic value of TP53 gene mutations in myelodysplastic syndromes and acute myeloid leukemia treated with azacitidine
Leuk Res
2014
, vol. 
38
 
7
(pg. 
751
-
755
)
39
Kulasekararaj
 
AG
Smith
 
AE
Mian
 
SA
et al. 
TP53 mutations in myelodysplastic syndrome are strongly correlated with aberrations of chromosome 5, and correlate with adverse prognosis
Br J Haematol
2013
, vol. 
160
 
5
(pg. 
660
-
672
)
40
Thol
 
F
Friesen
 
I
Damm
 
F
et al. 
Prognostic significance of ASXL1 mutations in patients with myelodysplastic syndromes
J Clin Oncol
2011
, vol. 
29
 
18
(pg. 
2499
-
2506
)
41
Al-Kali
 
A
Quintas-Cardama
 
A
Luthra
 
R
et al. 
Prognostic impact of RAS mutations in patients with myelodysplastic syndrome
Am J Hematol
2013
, vol. 
88
 
5
(pg. 
365
-
369
)
42
Li
 
S
Yin
 
CC
Medeiros
 
LJ
Bueso-Ramos
 
C
Lu
 
G
Lin
 
P
Myelodysplastic syndrome/acute myeloid leukemia with t(3;21)(q26.2;q22) is commonly a therapy-related disease associated with poor outcome
Am J Clin Pathol
2012
, vol. 
138
 
1
(pg. 
146
-
152
)
43
Pollyea
 
DA
Raval
 
A
Kusler
 
B
Gotlib
 
JR
Alizadeh
 
AA
Mitchell
 
BS
Impact of TET2 mutations on mRNA expression and clinical outcomes in MDS patients treated with DNA methyltransferase inhibitors
Hematol Oncol
2011
, vol. 
29
 
3
(pg. 
157
-
160
)
44
Voso
 
MT
Fabiani
 
E
Piciocchi
 
A
et al. 
Role of BCL2L10 methylation and TET2 mutations in higher risk myelodysplastic syndromes treated with 5-azacytidine
Leukemia
2011
, vol. 
25
 
12
(pg. 
1910
-
1913
)
45
Kosmider
 
O
Gelsi-Boyer
 
V
Cheok
 
M
et al. 
TET2 mutation is an independent favorable prognostic factor in myelodysplastic syndromes (MDSs)
Blood
2009
, vol. 
114
 
15
(pg. 
3285
-
3291
)
46
Smith
 
AE
Mohamedali
 
AM
Kulasekararaj
 
A
et al. 
Next-generation sequencing of the TET2 gene in 355 MDS and CMML patients reveals low-abundance mutant clones with early origins, but indicates no definite prognostic value
Blood
2010
, vol. 
116
 
19
(pg. 
3923
-
3932
)
47
Sugimoto
 
Y
Sekeres
 
MA
Makishima
 
H
et al. 
Cytogenetic and molecular predictors of response in patients with myeloid malignancies without del[5q] treated with lenalidomide
J Hematol Oncol
2012
, vol. 
5
 pg. 
4
 
48
Lin
 
TL
Nagata
 
Y
Kao
 
HW
et al. 
Clonal leukemic evolution in myelodysplastic syndromes with TET2 and IDH1/2 mutations
Haematologica
2014
, vol. 
99
 
1
(pg. 
28
-
36
)
49
Thol
 
F
Winschel
 
C
Ludeking
 
A
et al. 
Rare occurrence of DNMT3A mutations in myelodysplastic syndromes
Haematologica
2011
, vol. 
96
 
12
(pg. 
1870
-
1873
)
50
Lin
 
CC
Hou
 
HA
Chou
 
WC
et al. 
SF3B1 mutations in patients with myelodysplastic syndromes: the mutation is stable during disease evolution
Am J Hematol
2014
, vol. 
89
 
8
(pg. 
E109
-
115
)

Competing Interests

Conflict-of-interest disclosures: M.A.S. has received research funding from Sanofi/Genzyme and Celgene; and A.E.D. declares no competing financial interests and is supported by NIH/NHLBI 1K23 HL123601-01.

Author notes

Off-label drug use: None disclosed.