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Page 98                Oquendo et al. J Transl Genet Genom 2021;5:89-111  https://dx.doi.org/10.20517/jtgg.2021.04

               Table 2. Examples of key recurrently mutated genes in SMZL
                Gene  Frequency Target pathway/clinico-biological associations
                KLF2  12%-42%  MZ B-cell homing/NF-κB signaling
                               Associated with 7q deletions, NOTCH2 somatic mutations and IGHV1-02*02 usage
                                                               [24]
                               Associated with reduced TTFT in univariate analysis
                NOTCH2 10%- 25%  NOTCH pathway/marginal zone development
                               Worse OS in univariate analysis. Associated with 7q deletions, KLF2 somatic mutations and IGHV1-02*04 usage
                               Independent risk factor for TTFT (multivariate analysis) [24]
                TP53  ~15%     Cell cycle control/genome maintenance
                               Associated with shorter EFS in univariate analysis but is an independent risk factor for OS (multivariate analysis) [24,38]
                TNFAIP3 7%-15%  Canonical NF-κB signaling/MZ differentiation
                               Higher frequency in small number of transformed cases [24]
                MYD88  5%-15%  TLR and BCR signaling/MZ differentiation
                               Somatic mutations associated with longer OS in univariate analysis [24]
                               Mutually exclusive to 7q deletion, KLF2 somatic mutations and IGHV1-02*04 usage [24]
                KMT2D  11%-15%  Chromatin remodeling - H3K4 methylation
                               High prevalence in other lymphomas particularly FL and DLBCL
                TRAF3  ~8%     Non canonical NF-κB signaling/marginal zone B-cell development
                BIRC3  5%-11%  Non canonical NF-κB signaling/marginal zone B-cell development
                NOTCH1 ~5%     Notch pathway/marginal zone B-cell development
                               Recurrently mutated in CLL where truncation of the PEST domain causes constitutive Notch activation
                SPEN  ~5%      Notch pathway/marginal zone B-cell development
                CARD11  ~5%    BCR and NF-κB signaling/Marginal zone B-cell development
                CREBBP  ~5%    Chromatin remodeling - BCL6 and p53 acetylation (germinal centre development)
               MZ: Marginal zone; TTFT: time to first treatment; OS: overall survival; EFS: event free survival; TLR: toll-like receptor; BCR: B-cell receptor; FL:
               follicular lymphoma; DLBCL: diffuse large B-cell lymphoma; CLL: chronic lymphocytic leukemia.


               Toll-like receptor (TLR) signalling plays a key role in SMZL biology, as cellular proliferation is driven by
               TLR activation. MYD88, an adaptor protein essential for proper TLR signal transduction, has several
               structural domains including a death domain responsible for oligomerization and interactions with IRAK1-
               4, which together lead to activation of NF-κB. The toll/interleukin-1 receptor homology (TIR) domain, at
               the proteins C-terminus, is responsible for the activation of downstream signalling. MYD88 mutations have
               been identified in 3%-15% of SMZL and 10% of CBL-MZ as well as across a spectrum of other B-cell
                      [24]
               tumours  where they occur as early clonal events, mutually exclusive to other driver mutations and in the
               presence of mutated IGHV genes, suggesting that these mutations define a group of homogeneous disease
               subtypes [23,80] . MYD88 also harbours a recurrent variant (L265P) in the TIR domain, frequently seen in a
               number of mature B-cell tumours . This missense mutation promotes cell survival by enhancing NF-κB
                                            [81]
                       [82]
               signalling . As in CLL, MYD88 mutations have also been shown to be linked to favourable clinical
               outcome in SMZL using univariate approaches, though its independent prognostic relevance has yet to be
               confirmed [24,80] .

               Chromatin remodelling enzymes are dynamic modulators of cell identity and regulate B-cell differentiation
               and proliferation through recognition of a spectrum of specific biochemical marks on histone proteins and
               DNA, thereby modifying chromatin accessibility to transcription machinery proteins . Recurrent somatic
                                                                                       [83]
               mutations in chromatin remodelling and epigenetic modifier genes (KMT2D 11%-15%, CREBBP ~5%,
               ARID1A ~4%, EP300 ~2% and TBL1XR1 ~1%) are present in ~40% of SMZL cases   [24,56,57,72,84] . CREBBP
               mutations are often clonal mutations in SMZL . Whilst the functional consequences of these mutations
                                                       [24]
               have not been functionally validated in SMZL, there is ample evidence in other B-cell lymphomas.
               Mutations in KMT2D (MLL2), a histone methyltransferase that modifies lysine-4 of histone 3, contribute to
               lymphomagenesis , with an established tumour suppressor role in DLBCL and FL [86-88] . In these same
                              [85]
               tumours, mutations in CREBBP, and more rarely, EP300, two highly similar histone acetyltransferases,
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