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104    Part II  Cellular Basis of Hematology


        In  normal  HSPCs,  the  expression  of  HOX  genes  is  regulated  by   of Dnmt3a, further pronounced by ablation of Dnmt3b, leads to an
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        MLL1,  as part of a multiprotein complex that regulates the chro-  accumulation  of  self-renewing  HSCs  in  the  BM  which  lose  their
        matin  structure  at  HOX  clusters. 321,322   MLL1  fusion  proteins  in   differentiation  capacity  upon  serial  transplantation. 343,344   Next-
        MLL1-rearranged  leukemias  further  induce  the  transcription  of   generation sequencing studies have identified DNMT3A mutations
        specific HOX genes including HOXA5, HOXA9 and HOXA10. 323,324    in  most  hematologic  malignancies,  in  particular  in  patients  with
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        Indeed,  HOX  gene  overexpression  is  essential  for  MLL1-fusion   cytogenetically  normal  AML  (over  30%),   where  they  can  be
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        induced  leukemogenesis  as  demonstrated  by  the  dependence  of   detected  as  preleukemic  lesions, 286,346   and  T-ALL  (16% ;  for  a
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        transplanted  AMLs  induced  by  both  MLL1-ENL  and  MLL1-AF4   complete list see ). In contrast, DNMT1 mutations have been rarely
        rearrangements on HOXA9. 325,326                      found in AML. 334
                                                                 Recently it was discovered that DNA methylation is in fact revers-
                                                              ible, 349,350   owing  to  the  activity  of  ten-eleven  translocation  (TET)
        Transcription Factor Networks                         proteins  (TET1,  TET2,  and  TET3),  which  iteratively  oxidize
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                                                              5-methylcytosine present in methylated CpG dinucleotides.  Mice
        Transcription factors act within larger multiprotein complexes. In the   deficient for Tet2, the only TET expressed in the BM, show enhanced
        setting of hematopoiesis, transcription factors often act positively to   self-renewal of HSCs and develop a CMML-like disease. 352–354  TET2
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        sustain their own expression, while simultaneously acting to cross-  is  mutated  in  49%  of  CMML   and  up  to  23%  of  AML 356–358
        regulate  other  transcription  factors,  thereby  establishing  complex   patients. Interestingly, gain-of-function mutations in isocitrate dehy-
        transcriptional networks. With the advent of genome-wide molecular   drogenase 1 and 2 (IDH1/2) that indirectly impair TET2 function
        studies,  networks  can  be  constructed  computationally.  Examples   are mutually exclusive with TET2 mutations in AML. IDH1 and 2
        include a core heptad regulatory network consisting of SCL, LYL1,   are  found  mutated  in  13–33%  of  AML  cases  and  lead  to  similar
        LMO2, ERG, FLI1, GATA2 and RUNX1 bound to over 1,000 genes   methylation profiles as TET2 mutations. 359,360–363  IDH1/2 enzymes
        in HSPCs 327,328  or a regulatory module composed of GATA1, GFI1   catalyze the conversion of isocitrate to α-ketoglutarate (α-KG), but
        and  GFI1B  with  a  potentially  important  role  in  specifying  early   mutated IDH1/2 further convert α-KG to 2-hydroxyglutarate, which
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        lymphoid  cells.   Also,  profiling  of  transcription  factors  in  single   inhibits the α-KG dependent TET2 enzyme. 364,365
        HSPCs  combined  with  computational  lineage  progression  analysis   The effects of histone modifications are combinatorial in nature,
        suggests a role for GATA2 in driving a network that specifies mega-  and there is crosstalk between DNA methylation and histone modi-
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        karyocytic  and  erythroid  from  lymphomyeloid  lineage  cells.   As   fications.   Histones  have  protruding  flexible  and  charged  NH 2 -
        these constructed networks become more mature, in silico methods   termini (“tails”) that can be posttranslationally modified in various
        will predict developmental outcomes that can be tested experimen-  ways, by methylation, acetylation, phosphorylation, ubiquitination
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        tally by modulation of one or multiple transcription factors in a direct   and sumoylation, to name but a few.  Many histone modifications
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        manner.  A comprehensive understanding of how gene regulatory   have been implicated in HSC self-renewal by knockout or overexpres-
        networks  are  perturbed  in  hematologic  malignancies  may  lead  to     sion of chromatin regulators that function as their “writers”, “readers”
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        new  therapeutic  approaches  based  on  restoring  normal  regulatory   or “erasers” (for a recent list, see ). Recurrent mutations of CREBBP
        patterns.                                             and/or and EP300, members of the histone acetyltransferase family
                                                              that activate transcription, have been detected in several lymphoma
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                                                              types,  and 18% of relapsed pediatric ALL patients exhibit muta-
        Epigenetic Regulation of HSC Self-Renewal             tions in the enzymatic domain of CREBBP, which are thought to
                                                              contribute to drug resistance. 370
        Epigenetic regulation leads to a “stably heritable phenotype resulting   Unlike  histone  acetylation,  methylation  of  histones  can  have
        from  changes  in  a  chromosome  without  alteration  in  the  DNA   activating  or  repressive  effects,  dependent  on  the  context  and  the
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        sequence”.   Epigenetic  modifications  include  DNA  methylation,   targeted histone residue. With respect to active marks, most epigen-
        covalent  histone  modification,  chromatin  remodeling  and  mecha-  etic studies have focused on lysine methylation carried out by lysine
        nisms  involving  noncoding  RNAs  which  will  be  discussed  further   methyltransferases  (KMTs)  and  removed  by  lysine  demethylases
        later. By modifying chromatin structure and accessibility, epigenetic   (KDMs). The  large  multidomain  KMT  MLL1  is  essential  for  the
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        mechanisms regulate the expression of genes involved in determining   generation  of  definitive  HSCs  in  the  mouse,   likely  through  its
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        the balance between self-renewal and lineage commitment of HSCs,   regulation of HOX cluster genes.  The MLL1 locus has been found
        ultimately leading to all hematopoietic cell types. Epigenetic dysregu-  to  be  frequently  involved  in  chromosomal  translocations  in  up  to
        lation has been implicated in the pathogenesis of virtually all hema-  70% of infant and childhood AML and ALL and in 5–10% of adult
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        tologic malignancies. 333,334  In contrast to genetic mutations, epigenetic   leukemia,   generally  associated  with  a  poor  prognosis.   85%  of
        alterations  are  in  principle  reversible,  making  epigenetic  modifiers   MLL1 translocations involve six proteins (AF4, AF9, ENL, AF10,
        attractive targets for the innovative treatment of hematologic malig-  ELL,  and  AF6),  of  which  MLL1-AF4  in  ALL  and  MLL1-AF9  in
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        nancies. Fig. 9.2 depicts key epigenetic factors within the hematopoi-  AML are most common.  Many MLL1 fusion partners belong to
        etic  hierarchy,  and  Table  9.1  summarizes  main  roles  of  critical   the super elongation complex (SEC); when fused to MLL1 the aber-
        epigenetic factors in HSPCs and hematologic malignancies.  rantly recruited SEC bypasses the normal transcription initiation-to-
           DNA methylation plays a critical role in HSC self-renewal and   elongation checkpoints leading to high expression of MLL1-regulated
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        commitment. 335–338  Through recruitment of multiprotein complexes,   genes such as HOX, WNT and leukemic stem cell target genes.
        methylated DNA results in transcriptional repression of nearby genes.   Furthermore,  almost  all  fusion  proteins  aberrantly  recruit  another
        In mammalian cells, DNA methylation occurs at cytidines, mostly in   KMT, DOT1L, which by methylating H3K79 induces the expres-
        the context of CpG dinucleotides, dispersed throughout the genome   sion  of  MLL1  target  genes  sufficient  for  leukemogenesis  such  as
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        and clustered (as CpG islands) within gene promoters. In a number   HOXA9 and MEIS1.  In addition, MLL1 fusion proteins provoke
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        of hematologic cancers, for example, the progression from MDS to   a  global  loss  of  DNA  methylation  in  AMLs.   In  fact,  Dnmt1
        AML,  promoter  CpG  islands  become  hypermethylated  and  the   haploinsufficiency, while not perturbing normal HSC function, sig-
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        affected genes, including tumor suppressor genes silenced.  Further-  nificantly delays leukemia progression in the MLL-AF9 AML mouse
        more, subgroups of AML can be defined by unique DNA methylation   model. 377
        profiles, which can be used to stratify AML patients with respect to   At many lineage-specifying promoters in HSCs, epigenetic activa-
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        their  overall  survival.   The  family  of  DNA  methyltransferases   tors are balanced with repressive complexes, namely the polycomb
        includes  the  de  novo  DNA  methyltransferases  DNMT3A  and   repressive complex 1 (PRC1) and PRC2. The latter typically com-
        DNMT3B  that  establish  methylation  whereas  another  family   prises the catalytically active EZH2, as well as EED and SUZ12, and
        member, DNMT1, maintains DNA methylation. 341,342  DNA meth-  is  responsible  for  di-  and  trimethylation  of  H3K27,  a  repressive
        ylation is required for HSCs to differentiate. Conditional knockout   histone mark that is then “read” and maintained by PRC1 through
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