Abstract

DNA-damaging agents have represented the first effective treatment for the blood cancer multiple myeloma, and after 65 years since their introduction to the clinic, they remain one of the mainstay therapies for this disease. Myeloma is a cancer of plasma cells. Despite exceedingly slow proliferation, myeloma cells present extended genomic rearrangements and intense genomic instability, starting at the premalignant stage of the disease. Where does such DNA damage stem from? A reliable model argues that the powerful oncogenes activated in myeloma as well the phenotypic peculiarities of cancer plasma cells, including the dependency on the proteasome for survival and the constant presence of oxidative stress, all converge on modulating DNA damage and repair. Beleaguered by these contraposing forces, myeloma cells survive in a precarious balance, in which the robust engagement of DNA repair mechanisms to guarantee cell survival is continuously challenged by rampant genomic instability, essential for cancer cells to withstand hostile selective pressures. Shattering this delicate equilibrium has been the goal of the extensive use of DNA-damaging agents since their introduction in the clinic, now enriched by novel approaches that leverage upon synthetic lethality paradigms. Exploiting the impairment of homologous recombination caused by myeloma genetic lesions or treatments, it is now possible to design therapeutic combinations that could target myeloma cells more effectively. Furthermore, DNA-damaging agents, as demonstrated in solid tumors, may sensitize cells to immune therapies. In all, targeting DNA damage and repair remains as central as ever in myeloma, even for the foreseeable future.

Healthy cells are very keen on preserving DNA integrity. Cancer cells, instead, strike a balance between DNA safeguarding while allowing some wiggle room for acquiring DNA changes. This genomic instability likely provides an evolutionary advantage to cancer cells, enhancing the clonal pool to be tapped into to withstand selective pressures exerted within the organism for example from the immune system, or from exogenous sources such as treatments. Although the hematological cancer multiple myeloma (MM) is no exception, because it is also richly bestowed with such ongoing genomic instability,1 it presents a degree of genomic changes that sets it apart from other blood cancers such as lymphomas and leukemias, which, instead, show genomes with much fewer genetic lesions.2 

MM is a cancer of the post–germinal center plasma cells, usually disseminated throughout the bone marrow.3-5 MM initiates as a benign condition, named monoclonal gammopathy of undetermined significance (MGUS), which, in a small subset of patients, evolves toward an indolent form of myeloma (smoldering MM), and, ultimately, to full-blown myeloma. Despite great strides toward the identification of novel, more effective therapies, MM remains an incurable cancer.3-5 When compared with other tumors, and in particular hematological cancers, the MM genome is mesmerizing. Leukemias and lymphomas feature few chromosomal translocations and somatic mutations affecting few genes. Conversely, the genomes of MGUS and MM plasma cells are extensively rearranged.6-11 MGUS and MM cell lines, but also primary samples, do show widespread staining with phosphorylated H2AX (γH2AX), considered a reliable marker of ongoing DNA damage.12,13 Indeed, a full gamut of genetic lesions is present. Chromosomal translocations are common from the inception of the disease, at the MGUS stage, in which powerful oncogenes, such as cyclin D1 and D3, NSD2 (MMSET)/fibroblast growth factor receptor 3 (FGFR3), MAF, MAFB, and MAFA, are relocated under the transcriptional control of the immunoglobulin locus, nearby enhancer sequences (in most cases the immunoglobulin H, less frequently immunoglobulin L), driving a strong expression of the corresponding genes. These translocations are reciprocal (ie, 2 chromosomes exchange a portion without net loss of genomic material) and are defined as primary translocations.14 Later on during disease progression, again at odds with most blood cancers, in which single translocations are the norm, kaleidoscopic karyotypes often emerge, with more complex rearrangements, often engaging the oncogene MYC,15 and, in most cases, without the involvement of immunoglobulin loci. These chromosomal rearrangements are often not balanced and engage >2 chromosomes, their functional relevance still difficult to discern.14 One extreme example of complex rearrangements is chromothripsis, reported in MM as well,16 which consists of the shattering and random reconstitution of chromosomal fragments. Again, chromothripsis is rare in hematological cancers but common in epithelial cancers and MM.

Not only chromosomal changes but also the somatic mutational rate of MM cells is uncommonly high, more in par with epithelial than with blood cancers. The MM genome present, on average, 1.6 mutations per megabase, when compared with 0.4 in acute myeloid leukemia, 0.7 in prostate cancer, 1.2 in breast cancer, and 3.1 in colorectal cancer.17 

A second paradox of MM stems from the exceedingly low proliferation rate of MM cells.18-20 Because the impact of DNA-damaging agents is thought to be particularly intense in actively proliferating cells, it is then somehow surprising that MM cells are sensitive to these compounds. The slow growth seen in MM cells also suggests that the complex genome detected in MM is unlikely to arise from the tumultuous proliferation seen in several epithelial cancers, in which the presence of extensive genetic lesions could be traced back to the breakage of DNA arising from the rampant growth of cancer cells. Could, then, the extensive DNA damage seen in MM originate from inadequate DNA repair? In other words, do MM cells present an unbalance between the physiological occurrence of DNA damage, ensuing during the normal life of a cell, and the ability of the cell to cope with these lesions?

DNA damage is recognized by a family of kinases, ATM, ATR, and DNA-PK,21 which then activate pathways specific to various genotoxic stresses.22-24 The most common types of DNA damage involve only 1 DNA strand, in the form of single-strand breaks or through the chemical modification of DNA bases. These lesions are repaired by the base excision repair or nucleotide excision repair pathways. Inaccurate DNA replication leads to the incorporation of mismatched bases, which are corrected by the mismatch repair machinery. Finally, the most threatening genetic lesions are represented by double strand breaks (DSBs), which are difficult to repair. Two DSB repair pathways have evolved. The homologous recombination (HR) pathway operates mostly during the S and G2 phases as well as in G1 phase to repair lesions at repetitive regions of the genome, such as ribosomal25 or centromeric DNA,26 or during meiosis.27 The HR pathway uses the homologous DNA strand as a template for repair. The nonhomologous end joining (NHEJ) pathway is, instead, less accurate and used during the other phases of the cell cycle.

In MM, however, at least judging from the genetic lesions affecting the DNA damage sensing and repair machineries, few mutations have been reported in the corresponding genes.10,28,29,ATM and ATR are mutated in no more than 5% of patients with MM.6-10 Even p53, on which most DNA repair pathways converge,30 is mutated mostly in the later stages of the disease and in only ∼10% of patients.10 DNA repair seems, however, to be profoundly dysregulated in MM cells,28,29 especially the HR pathway response,31 and through the aberrant expression and activity of genes and noncoding RNAs (ncRNAs)32,33 belonging to the various DNA repair pathways, including ligase III,34 RECQ1,35 and SIRT6.36 

In a final paradox, despite such slow growth, some of the most powerful oncogenes are concomitantly and pervasively activated in MGUS and MM. As mentioned, cyclins start being deregulated at the MGUS stage, not only through chromosomal translocations but in cases in which these rearrangements are not present, through other, yet unclear, mechanisms.37 Another example of powerful oncogenes mutated in MM includes the RAS family genes. KRAS and NRAS are among the most frequently mutated oncogenes in MM,6,7 possibly driving the transition from MGUS to MM and are central players in MM tumorigenesis.38 Finally, the activation of the oncogene MYC represents a widespread phenomenon in both MGUS and MM. In the early stages of the disease, a robust upregulation of MYC is present,39-42 followed by genomic rearrangements affecting the MYC locus during the progression of the disease, further increasing its expression levels.15,43,44 

To sum up, MM cells show extensive genomic rearrangements, intense genomic instability, and are bestowed with powerful oncogenes, but they proliferate slowly. Where is all this genomic complexity in MM originating from?

One of the potential suspects is replicative stress, a phenotype widely reported in epithelial cancers,45-47 which has also been recently proposed in MM13,48 (as recently reviewed49) (Figure 1). Replicative stress is commonly defined as the retardation or stalling of replicating forks leading to the fork collapse.45-47 Several mechanisms have been linked to increased replicative stress in cancer, including premature entry into S phase, generation of reactive oxygen species (ROS), and depletion of nucleotide pools. Notably, MYC and RAS are able to trigger all these mechanisms to spark off intense replicative stress,47 which has been demonstrated also in MM, at least in the case of MYC and ROS production.50 Other oncogenes are more specific. For example, RB1 loss, cyclin E amplification, or MYC activation51 induce premature entry into S phase. Although the role of RB1 in MM is likely marginal52 and no strong ties between CCNE1 deregulation and MM have been reported, it is tempting to speculate that the pervasive deregulation of cyclins in MM may trigger replicative stress through this mechanism, which is not necessarily linked to increased proliferation, because it has been reported in other cancers.53 Such replicative stress may then lead to chromosomal instability54 as well as the somatic mutations.55 

Figure 1.

Cancer genes and the DNA damage response in MM. Oncogenes and tumor suppressors implicated in the control of replicative stress, DNA damage, and DNA repair in MM (left). (Right) Pathways engaged in MM that also affect the same pathways. In the inset, the overall net effect of major deregulated oncogenes and tumor suppressors on DNA damage in MM, as detailed in the text.

Figure 1.

Cancer genes and the DNA damage response in MM. Oncogenes and tumor suppressors implicated in the control of replicative stress, DNA damage, and DNA repair in MM (left). (Right) Pathways engaged in MM that also affect the same pathways. In the inset, the overall net effect of major deregulated oncogenes and tumor suppressors on DNA damage in MM, as detailed in the text.

Close modal

It is worthwhile to mention that besides inducing replicative stress, each of the oncogenes more frequently implicated in MM is directly engaged on DNA repair, albeit this specific role in MM for each pathway has, for the most part, not yet formally been assessed. MYC, for example, interferes with DNA repair, disabling p53-driven cell cycle arrest56 and interfering with DSB repair.57 Paradoxically, the other major oncogenic pathways implicated in MM exert a protective role on DNA. For example, cyclin D1 supports the activity of DNA-PK and ATM and interacts with several proteins engaged in DNA repair, in particular on the HR pathway.58 RAS promotes both the HR and NHEJ pathways.59 Another pathway pervasively altered in MM,60,61 the NF-κB pathway, is activated upon DNA damage and facilitates DSB resection.22 

Besides the major players listed earlier, a sizable number of MM genes are altered in patient subsets. Intriguingly, recent studies have revealed how these genes, when deregulated, affect DNA integrity in MM cells (Figure 1).

One example is represented by the histone methyltransferase NSD2 (MMSET).62 This gene is frequently engaged in a primary, reciprocal chromosomal translocation between chromosomes 4 and 14, t(4:14), affecting 2 genes, FGFR3 and NSD2, each juxtaposed to strong enhancer sequences as a result of the translocation.14,63 Of note, NSD2 is the main oncogenic driver of the rearrangement.64 Albeit not yet fully appreciated, NSD2 is a central player of DNA repair. NSD2 is recruited at DNA damage sites, mediating the accumulation of p53-binding protein 1 (53BP1), essential for NHEJ, through an increase of the levels of dimethylation and trimethylation of the histone residue H4K20.65,66 Knock down of NSD2 impairs both H4K20 methylation and 53BP1 engagement and ultimately DNA repair. Loss of NSD2 is also linked to increased replicative stress.66 More broadly, NSD2 also affects the HR pathway, through the control of expression and recruitments to sites of DNA damage of proteins belonging to the pathways.67 Considering that in MM the t(4;14) activates NSD2, does the role of NSD2 in DNA repair contribute to tumorigenesis? In MM cells, NSD2 overexpression leads to increased resistance to the DNA damage induced by chemotherapy agents, a possible explanation for the association of the t(4;14) translocation with poor prognosis.67 Surprisingly, however, MM cells overexpressing NSD2 do show increased DNA damage also in basal conditions, before any treatment.67 The enhanced DNA damage triggered by NSD2 overexpression may be related to the reported activity of NSD2 on increasing MYC protein levels, through MMSET-driven inhibition of the miR-126∗, which targets MYC messenger RNA, thus leading to MYC-induced replicative stress.68 Additionally, NSD2 methylates aurora kinase A, reducing the stability of p53.69 In all, these results suggest that on 1 side NSD2 protects MM cells from DNA-damaging agents, whereas, on the other, it triggers genomic instability, thus favoring tumorigenesis.

Another frequently mutated gene in MM is the exoribonuclease DIS3.6-10 DIS3 is the catalytic component of the RNA exosome. As such, DIS3 is engaged in the processing, turnover, and surveillance of several coding and ncRNAs,70 a function that has been shown also in MM cells.71,72 Intriguingly, DIS3 exerts a central role in B-cell development via its regulation of ncRNAs required for proper switch recombination and somatic recombination occurring at the immunoglobulin locus.73,74 DIS3 is also involved in MM, in which its loss contributes to enhanced DNA damage and increased genomic instability. Specifically, confirming similar findings in yeast,75 in MM cells, DIS3 loss has been associated with mitotic disruption due to centrosome amplifications.76 Recent results by Gritti et al77 further suggest that DIS3 inactivation triggers genomic instability in MM by inducing the accumulation of DNA-RNA hybrids on the genome, thus eliciting DSBs.78 Nascent RNA is transcribed at sites of single-strand DNA (ssDNA) breaks, at which it anneals to the template DNA strand, displacing the nontemplate DNA strand. If not properly displaced, these RNAs interfere with DNA repair. In MM cells, the loss of DIS3 prevents the clearance of these RNAs at ssDNA breaks, preventing the binding of BRCA1 and RAD51, ultimately leading to DSBs. Accordingly, cancer cells of a patient presenting with DIS3 mutations present an increased mutational burden. Additionally, as part of the interferon-mediated antiviral response, in MM cells, these hybrids elicit a strong overexpression of proinflammatory interferon, suggesting that cells with inactivated DIS3 may become more immunogenic (see further). Of interest, the depletion of another gene in MM leads to a robust accumulation of DNA-RNA hybrids. This gene is AATF/Che-1, an RNA-binding protein essential for transcription, whose loss also increases interferon in MM cells.79 

Another gene frequently lost or mutated in MM is the histone demethylase KDM6A.80 Although data in MM are lacking, evidence associates the loss of KDM6A with increased DNA damage. In acute leukemia, KDM6A is associated with the expression of DNA repair genes, and KDM6A loss prevents DNA repair.81 Mechanistically, in Drosophila, it has been shown that KDM6A physically interacts with p53 and that both are recruited to the ku80 promoter and control ku80 expression.82 Further analyses are required to confirm a role for KDM6A in aiding DNA repair in MM.

Furthermore, the apoptotic pathways elicited by DNA damage are affected in MM. Besides the limited role of p53, as outlined earlier, there is another pathway frequently deregulated in MM as well as in other blood cancers, which interferes with DNA damage–induced apoptosis. This pathway is centered on the ABL1 kinase, which usually resides in the cytoplasm but upon DNA damage, relocates to the nucleus, where it pairs up with the Hippo pathway coactivator YAP183 to trigger cell death.13 A subset of patients with MM presents focal homozygous deletions encompassing the YAP1 locus, thus disrupting this proapoptotic path. In other hematological cancer cells as well as in the cases of MM in which the YAP1 genetic locus is intact, YAP1 presents exceedingly low levels of expression, when compared with in healthy plasma cells. As a consequence, ABL1 is kept outside of the nucleus, thus preventing apoptosis. It is noteworthy that YAP1 acts as an oncogene in epithelial cancers, in which it is frequently amplified and/or overexpressed and pairs with different partners to orchestrate an entirely different, protumorigenic program.83 

Finally, several of these genes are concurrently mutated in MM samples,84 as, for example, MMSET in the t(4:14) translocation and DIS3 or the translocation t(14;16) that activates the oncogene MAF with mutations in ATM and DIS3. It is tempting to speculate that these co-occurenc may compensate for and cooperate for DNA repair and DNA damage to overcome the potential liabilities arising from each genetic lesion.

Besides genetically altered oncogenes and tumor suppressors as causative of cancer, there is increasing recognition that several cellular physiological processes are exploited by cancer cells for their own survival. This phenomenon has been dubbed “nononcogene addiction,”85,86 referring to the reliance of cancer cells on normal cellular functions that are not targeted by genetic lesions but are essential for cancer survival. These cellular responses include various networks that are activated in conditions of stress; for example, mitotic, metabolic, proteotoxic, and oxidative stresses. Notably, several of these cellular responses are linked to DNA damage and repair, through replicative stress or other means. In MM, 2 stress responses exert a prominent role, the proteotoxic and the oxidative pathways, which, in turn, may elicit DNA damage (Figure 1).

Proteotoxic stress and its role on DNA damage

Antibody production remains a defining feature of plasma cells. Indeed, treatment with proteasome inhibitors rarely, if ever, leads to the abrogation of the immunoglobulin production, suggesting that the synthesis of immunoglobulins is central to MM identity and survival despite the severe stretch on MM physiology.87 Indeed, the proteasome of MM cells is strongly activated and strained by this persistent protein overload.88,89 On this premise rests the use of proteasome inhibitors in MM, which remains a cornerstone treatment of this disease. Interestingly, a strong link has been identified between the activity of the proteasome and DNA repair. Albeit assessed mostly with inhibitors, the proteasome strongly fosters HR pathway–dependent repair.90 Additionally, hampering the proteasome led to reduced monoubiquitination of FANCD2, the formation of 53BP1 foci, and the recruitment of various DNA damage response players at DNA damage sites, including ATM, NBS1, BRCA1, FANCD2, and RAD51.91 In all, these data suggest that in MM cells, the activation of the proteasome contributes to protect the DNA from damage, boosting HR repair and providing an unexpected aid for the survival of MM cells.

ROS production and DNA damage

As mentioned, oncogenes such as MYC, RAS, and BRAF increase the production of ROS.56,92 Indeed, MM cells present increased levels of ROS.93 ROS could provoke DNA damage directly92,94 or enhance replicative stress because of oxidized nucleotides.45,95 The ROS-induced induction of replicative stress appears context dependent.47 For example, Cottini et al demonstrated, in MM, how MYC induces DNA damage both through replicative stress and through ROS. Notably, in this cellular system, MYC-induced ROS production does not elicit replicative stress.50 Interestingly, the proteasome blunts the generation of ROS in MM,96 confirming the widespread prosurvival role of the proteasome in MM biology, tempering both ROS production and DNA damage. Furthermore, it has recently been shown that the FGF/FGFR axis reduces ROS production in MM, because FGF inhibition triggers ROS-induced DNA damage.97 

Attesting for the central role of DNA damage in MM, melphalan has been the first effective therapy introduced to treat MM, with the first report published in 1958.98 As a matter of fact, this year marks the 65th year of the use of this drug to treat patients with MM; before then, there was no effective treatment for MM, and since then, melphalan has remained the mainstay treatment for MM.99,100 Melphalan is a nitrogen mustard, bifunctional alkylating agent, which also induces intrastrand and interstrand DNA crosslinks in a manner that is not cell cycle specific,22,28,101 and is, therefore, effective also in slow-proliferating MM cells. Other alkylating agents, such as cyclophosphamide, have been proven effective in treating MM.18 The main reason by which melphalan has emerged as the main DNA-damaging compound, still extensively used to treat MM, is because of its pharmacokinetic properties and its oral route of administration,18 which could be pivotal in killing slow-growing myeloma cells.18-20 After its introduction in the clinic, it was found that adding corticosteroids provided an advantage with respect to melphalan alone, but no other combinations were more effective than melphalan alone,102 so the melphalan-plus-prednisone therapy has remained at the center of MM therapy for decades.4 Intriguingly, mechanisms of resistance to melphalan leverage upon the empowerment of DNA repair pathways,28 including the HR pathway, nucleotide excision repair,103 and base excision repair through the HR pathway.104 In 1 example, NF-κB increases the expression of the Fanconi/BRCA1 pathway, thus overcoming melphalan-induced DNA damage in MM cells.105 Additionally, the microenvironment surrounding MM cells may drive not only DNA damage itself in cancer cells but also resistance to DNA damage–inducing chemotherapies.28,106 

The introduction of the concept of synthetic lethality in cancer treatment seems to have been adapted particularly well in DNA-damage treatments.107 The most well-known example is the use of poly-(adenosine 5′-diphosphate–ribose) polymerase (PARP) inhibitors in BRCA1/2-mutated cancers, the so-called “brca-ness.”22,24 In this setting, the most accredited mechanism posits that the lack of BRCA1/2, essential for the HR pathway response, interferes with the repair of broken replication forks, leading to ssDNA nicks. PARP, which mends these breaks, then becomes indispensable to the proper repair of DNA and ultimately for cell survival. Therefore, PARP inhibitors could be exploited in any condition in which the HR pathway is hampered. As a matter of fact, combination therapies that merge PARP inhibition with pharmacological or genetic inhibition of MM-relevant targets may provide novel, fruitful avenues to treat MM. Among the possible examples, MYC overexpression is associated with enhanced sensitivity to PARP inhibition.108 Additionally, DIS3 loss, impairing the ability of BRCA1 to reach DSBs, enhances the sensitivity to PARP inhibitors.77 Moreover, KDM6A inactivation, associated with PARP inhibition in acute myeloid leukemia,81 could also potentially be leveraged in MM.

More broadly, following this synthetic lethal paradigm, any vulnerability that is specific to cancer cells could be exploited, interfering with ≥2 pathways that are specifically required by cancer cells to survive. Such vulnerabilities may stem from the mutational landscape or phenotypic features of MM cells, in combination with compounds that, for example, elicit DNA damage or interfere with DNA repair.22,24 For instance, YAP1 is under the control of a serine-threonine kinase, STK4. Inactivation of STK4 restores YAP1 levels, triggering cell death in vitro and in vivo after exposure of MM cells to DNA-damaging agents.13 An intriguing alternative may be represented by YAP1 activators, which have shown a similar activity on MM cells.109 

In addition, replicative stress itself lends itself to be exploited in synthetic lethal approaches.49 In particular, targeting ATR, the central relay untying stalled forks, which solves replicative stress, has become an enticing and very effective target in cancer in general,24 and in MM specifically,48,50 alone or in combination with DNA-damaging agents. ATR is very rarely mutated in cancer, mostly because it exerts an essential role for relinquishing cancer cells from fork stalling, and ultimately from replicative stress; thus, it is an ideal target to pursue.

The nononcogene addictions defining MM cells, such as the proteotoxic stress, could also be seized to increase DNA damage and MM cell demise. For example, because proteasome inhibition interferes mostly with HR and BRCA1, as mentioned earlier,90,91 the combined inhibition of the proteasome along with PARP leads to DNA damage–centered apoptosis.110 Accordingly, compounds that increase ROS production, such as piperlongumine, increase apoptosis in MM cells, alone, or, in an intriguing twist, in combination with ATR inhibitors.50 

Immune therapy is revolutionizing the treatment of cancers, although its application, especially in some tumor types, remains limited.46,111,112 Even in MM, the impact of immune therapies has insofar not been profound.113 This is especially true for immune-checkpoint blockers, antibodies that inhibit the immune-suppressive molecules PD-1, PD-L1, LAG3, or CTLA4 on the cancer cell surface, thus unleashing tumor-specific CD8+ T cells. MM cells are endowed with high levels of PD-L1, yet these treatments have shown limited efficacy in this disease. The wise combination of DNA-damaging compounds with immune-based therapies may overcome this limited efficacy. Chemotherapy has long been considered associated with immune depression, yet at this point, several studies in epithelial and solid cancers have demonstrated a paradoxical synergy between immune-checkpoint blockers and DNA-damaging therapies.112 Faulty repair of DNA could generate neoantigens on the MM cell surface, which could be targeted by the immune system. However, it is becoming increasingly clear that these results are likely not related to the generation of neoantigens on the cancer cell surface, which would require more time but by other mechanisms. For example, the generation of DNA fragments after treatment with DNA-damaging agents could lead to their spilling into the cytoplasm in which they become immunogenic, mimicking viral infection. Once this phenomenon occurs, primitive pathogen pattern recognition receptors are engaged, for example, cGAS-STING, eliciting an immune response. Besides ssDNA breaks and DSBs, DNA-RNA–hybrid accumulation triggers this response that, in MM, could emerge, for example, from DIS3 loss77 or AATF/Che-1 inactivation,79 as described earlier. It is then tempting to speculate that also in MM, an old drug, melphalan, could unleash the full power of immune therapy in MM.

After all these years, seizing DNA damage to induce MM cell death remains as essential as ever. Moreover, new potential approaches glimmers in the future. Novel, more effective derivatives of melphalan have been proposed.114 Synthetic, lethal approaches, built upon DNA-damaging agents and exploiting the genetic and phenotypic features of MM cells, promise to deliver new opportunities. A new chapter is about to be opened, which combines DNA-damaging therapies with immune therapies. Rooted in the genetic and biology of the disease, it appears that the therapeutic exploitation of DNA damage remains as central as ever, also in the myeloma future.

The author is thankful for, and apologizes to, the authors whose work could not be included in this review because of space constraints. The author thanks all the members of the Tonon laboratory for their discussions and support.

This work was supported by Associazione Italiana per la Ricerca sul Cancro (IG grant ID: 17109).

Contribution: G.T. wrote the manuscript.

Conflict-of-interest disclosure: The author declares no competing financial interests.

Correspondence: Giovanni Tonon, San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy; email: tonon.giovanni@hsr.it.

1.
Neuse
CJ
,
Lomas
OC
,
Schliemann
C
, et al
.
Genome instability in multiple myeloma
.
Leukemia
.
2020
;
34
(
11
):
2887
-
2897
.
2.
Alexandrov
LB
,
Nik-Zainal
S
,
Wedge
DC
, et al
.
Signatures of mutational processes in human cancer
.
Nature
.
2013
;
500
(
7463
):
415
-
421
.
3.
Kumar
SK
,
Rajkumar
V
,
Kyle
RA
, et al
.
Multiple myeloma
.
Nat Rev Dis Primers
.
2017
;
3
(
1
):
17046
. 20.
4.
Kyle
RA
,
Rajkumar
SV
.
Multiple myeloma
.
Blood
.
2008
;
111
(
6
):
2962
-
2972
.
5.
Palumbo
A
,
Anderson
K
.
Multiple myeloma
.
N Engl J Med
.
2011
;
364
(
11
):
1046
-
1060
.
6.
Chapman
MA
,
Lawrence
MS
,
Keats
JJ
, et al
.
Initial genome sequencing and analysis of multiple myeloma
.
Nature
.
2011
;
471
(
7339
):
467
-
472
.
7.
Lohr
JG
,
Stojanov
P
,
Carter
SL
, et al
.
Widespread genetic heterogeneity in multiple myeloma: implications for targeted therapy
.
Cancer Cell
.
2014
;
25
(
1
):
91
-
101
.
8.
Bolli
N
,
Maura
F
,
Minvielle
S
, et al
.
Genomic patterns of progression in smoldering multiple myeloma
.
Nat Commun
.
2018
;
9
(
1
):
3363
.
9.
Walker
BA
,
Boyle
EM
,
Wardell
CP
, et al
.
Mutational spectrum, copy number changes, and outcome: results of a sequencing study of patients with newly diagnosed myeloma
.
J Clin Oncol
.
2015
;
33
(
33
):
3911
-
3920
.
10.
Manier
S
,
Salem
KZ
,
Park
J
,
Landau
DA
,
Getz
G
,
Ghobrial
IM
.
Genomic complexity of multiple myeloma and its clinical implications
.
Nat Rev Clin Oncol
.
2017
;
14
(
2
):
100
-
113
.
11.
Carrasco
DR
,
Tonon
G
,
Huang
Y
, et al
.
High-resolution genomic profiles define distinct clinico-pathogenetic subgroups of multiple myeloma patients
.
Cancer Cell
.
2006
;
9
(
4
):
313
-
325
.
12.
Walters
D
,
Wu
X
,
Tschumper
R
, et al
.
Evidence for ongoing DNA damage in multiple myeloma cells as revealed by constitutive phosphorylation of H2AX
.
Leukemia
.
2011
;
25
(
8
):
1344
-
1353
.
13.
Cottini
F
,
Hideshima
T
,
Xu
C
, et al
.
Rescue of Hippo coactivator YAP1 triggers DNA damage-induced apoptosis in hematological cancers
.
Nat Med
.
2014
;
20
(
6
):
599
-
606
.
14.
Bergsagel
PL
,
Kuehl
WM
.
Chromosome translocations in multiple myeloma
.
Oncogene
.
2001
;
20
(
40
):
5611
-
5622
.
15.
Shou
Y
,
Martelli
M
,
Gabrea
A
, et al
.
Diverse karyotypic abnormalities of the c-myc locus associated with c-myc dysregulation and tumor progression in multiple myeloma
.
Proc Natl Acad Sci U S A
.
2000
;
97
(
1
):
228
-
233
.
16.
Maura
F
,
Boyle
EM
,
Rustad
EH
, et al
.
Chromothripsis as a pathogenic driver of multiple myeloma
.
Semin Cell Dev Biol
.
2022
;
123
:
115
-
123
.
17.
Lawrence
MS
,
Stojanov
P
,
Mermel
CH
, et al
.
Discovery and saturation analysis of cancer genes across 21 tumour types
.
Nature
.
2014
;
505
(
7484
):
495
-
501
.
18.
Bergsagel
DE
.
Plasma cell myeloma. An interpretive review
.
Cancer
.
1972
;
30
(
6
):
1588
-
1594
.
19.
Killmann
SA
,
Cronkite
EP
,
Fliedner
TM
,
Bond
VP
.
Cell proliferation in multiple myeloma studied with tritiated thymidine in vivo
.
Lab Invest
.
1962
;
11
:
845
-
853
.
20.
Salmon
SE
,
Smith
BA
.
Immunoglobulin synthesis and total body tumor cell number in IgG multiple myeloma
.
J Clin Invest
.
1970
;
49
(
6
):
1114
-
1121
.
21.
Blackford
AN
,
Jackson
SP
.
ATM, ATR, and DNA-PK: the trinity at the heart of the DNA damage response
.
Mol Cell
.
2017
;
66
(
6
):
801
-
817
.
22.
Helleday
T
,
Petermann
E
,
Lundin
C
,
Hodgson
B
,
Sharma
RA
.
DNA repair pathways as targets for cancer therapy
.
Nat Rev Cancer
.
2008
;
8
(
3
):
193
-
204
.
23.
Jackson
SP
,
Bartek
J
.
The DNA-damage response in human biology and disease
.
Nature
.
2009
;
461
(
7267
):
1071
-
1078
.
24.
Groelly
FJ
,
Fawkes
M
,
Dagg
RA
,
Blackford
AN
,
Tarsounas
M
.
Targeting DNA damage response pathways in cancer
.
Nat Rev Cancer
.
2023
;
23
(
2
):
78
-
94
.
25.
Van Sluis
M
,
McStay
B
.
A localized nucleolar DNA damage response facilitates recruitment of the homology-directed repair machinery independent of cell cycle stage
.
Genes Dev
.
2015
;
29
(
11
):
1151
-
1163
.
26.
Yilmaz
D
,
Furst
A
,
Meaburn
K
, et al
.
Activation of homologous recombination in G1 preserves centromeric integrity
.
Nature
.
2021
;
600
(
7890
):
748
-
753
.
27.
Sansam
CL
,
Pezza
RJ
.
Connecting by breaking and repairing: mechanisms of DNA strand exchange in meiotic recombination
.
FEBS J
.
2015
;
282
(
13
):
2444
-
2457
.
28.
Gourzones-Dmitriev
C
,
Kassambara
A
,
Sahota
S
, et al
.
DNA repair pathways in human multiple myeloma: role in oncogenesis and potential targets for treatment
.
Cell Cycle
.
2013
;
12
(
17
):
2760
-
2773
.
29.
Petrilla
C
,
Galloway
J
,
Kudalkar
R
,
Ismael
A
,
Cottini
F
.
Understanding DNA damage response and DNA repair in multiple myeloma
.
Cancers (Basel)
.
2023
;
15
(
16
):
4155
.
30.
Williams
AB
,
Schumacher
B
.
p53 in the DNA-damage-repair process
.
Cold Spring Harb Perspect Med
.
2016
;
6
(
5
):
a026070
.
31.
Shammas
MA
,
Shmookler Reis
RJ
,
Koley
H
,
Batchu
RB
,
Li
C
,
Munshi
NC
.
Dysfunctional homologous recombination mediates genomic instability and progression in myeloma
.
Blood
.
2009
;
113
(
10
):
2290
-
2297
.
32.
Taiana
E
,
Favasuli
V
,
Ronchetti
D
, et al
.
Long non-coding RNA NEAT1 targeting impairs the DNA repair machinery and triggers anti-tumor activity in multiple myeloma
.
Leukemia
.
2020
;
34
(
1
):
234
-
244
.
33.
Taiana
E
,
Gallo Cantafio
ME
,
Favasuli
VK
, et al
.
Genomic instability in multiple myeloma: a “non-coding RNA” perspective
.
Cancers (Basel)
.
2021
;
13
(
9
):
2127
.
34.
Caracciolo
D
,
Di Martino
MT
,
Amodio
N
, et al
.
miR-22 suppresses DNA ligase III addiction in multiple myeloma
.
Leukemia
.
2019
;
33
(
2
):
487
-
498
.
35.
Viziteu
E
,
Klein
B
,
Basbous
J
, et al
.
RECQ1 helicase is involved in replication stress survival and drug resistance in multiple myeloma
.
Leukemia
.
2017
;
31
(
10
):
2104
-
2113
.
36.
Cea
M
,
Cagnetta
A
,
Adamia
S
, et al
.
Evidence for a role of the histone deacetylase SIRT6 in DNA damage response of multiple myeloma cells
.
Blood
.
2016
;
127
(
9
):
1138
-
1150
.
37.
Bergsagel
PL
,
Kuehl
WM
,
Zhan
F
,
Sawyer
J
,
Barlogie
B
,
Shaughnessy
J
.
Cyclin D dysregulation: an early and unifying pathogenic event in multiple myeloma
.
Blood
.
2005
;
106
(
1
):
296
-
303
.
38.
Sacco
A
,
Federico
C
,
Todoerti
K
, et al
.
Specific targeting of the KRAS mutational landscape in myeloma as a tool to unveil the elicited antitumor activity
.
Blood
.
2021
;
138
(
18
):
1705
-
1720
.
39.
Chng
W-J
,
Huang
GF
,
Chung
TH
, et al
.
Clinical and biological implications of MYC activation: a common difference between MGUS and newly diagnosed multiple myeloma
.
Leukemia
.
2011
;
25
(
6
):
1026
-
1035
.
40.
Holien
T
,
Våtsveen
TK
,
Hella
H
,
Waage
A
,
Sundan
A
.
Addiction to c-MYC in multiple myeloma
.
Blood
.
2012
;
120
(
12
):
2450
-
2453
.
41.
Kuehl
WM
,
Bergsagel
PL
.
MYC addiction: a potential therapeutic target in MM
.
Blood
.
2012
;
120
(
12
):
2351
-
2352
.
42.
Misund
K
,
Keane
N
,
Stein
CK
, et al
.
MYC dysregulation in the progression of multiple myeloma
.
Leukemia
.
2020
;
34
(
1
):
322
-
326
.
43.
Walker
BA
,
Wardell
CP
,
Brioli
A
, et al
.
Translocations at 8q24 juxtapose MYC with genes that harbor superenhancers resulting in overexpression and poor prognosis in myeloma patients
.
Blood Cancer J
.
2014
;
4
(
3
):
e191
.
44.
Affer
M
,
Chesi
M
,
Chen
WD
, et al
.
Promiscuous MYC locus rearrangements hijack enhancers but mostly super-enhancers to dysregulate MYC expression in multiple myeloma
.
Leukemia
.
2014
;
28
(
8
):
1725
-
1735
.
45.
Dobbelstein
M
,
Sørensen
CS
.
Exploiting replicative stress to treat cancer
.
Nat Rev Drug Discov
.
2015
;
14
(
6
):
405
-
423
.
46.
da Costa
AABA
,
Chowdhury
D
,
Shapiro
GI
,
D’Andrea
AD
,
Konstantinopoulos
PA
.
Targeting replication stress in cancer therapy
.
Nat Rev Drug Discov
.
2023
;
22
(
1
):
38
-
58
.
47.
Kotsantis
P
,
Petermann
E
,
Boulton
SJ
.
Mechanisms of oncogene-induced replication stress: jigsaw falling into place
.
Cancer Discov
.
2018
;
8
(
5
):
537
-
555
.
48.
Botrugno
OA
,
Bianchessi
S
,
Zambroni
D
, et al
.
ATR addiction in multiple myeloma: synthetic lethal approaches exploiting established therapies
.
Haematologica
.
2019
;
105
(
10
):
2440
-
2447
.
49.
Botrugno
OA
,
Tonon
G
.
Genomic instability and replicative stress in multiple myeloma: the final curtain?
.
Cancers (Basel)
.
2021
;
14
(
1
):
25
.
50.
Cottini
F
,
Hideshima
T
,
Suzuki
R
, et al
.
Synthetic lethal approaches exploiting DNA damage in aggressive myeloma
.
Cancer Discov
.
2015
;
5
(
9
):
972
-
987
.
51.
Macheret
M
,
Halazonetis
TD
.
Intragenic origins due to short G1 phases underlie oncogene-induced DNA replication stress
.
Nature
.
2018
;
555
(
7694
):
112
-
116
.
52.
Corradini
P
,
Inghirami
G
,
Astolfi
M
, et al
.
Inactivation of tumor suppressor genes, p53 and Rb1, in plasma cell dyscrasias
.
Leukemia
.
1994
;
8
(
5
):
758
-
767
.
53.
Halazonetis
TD
,
Gorgoulis
VG
,
Bartek
J
.
An oncogene-induced DNA damage model for cancer development
.
Science
.
2008
;
319
(
5868
):
1352
-
1355
.
54.
Schoonen
PM
,
Guerrero Llobet
S
,
van Vugt
MATM
.
Replication stress: driver and therapeutic target in genomically instable cancers
.
Adv Protein Chem Struct Biol
.
2019
;
115
:
157
-
201
.
55.
Murat
P
,
Perez
C
,
Crisp
A
, et al
.
DNA replication initiation shapes the mutational landscape and expression of the human genome
.
Sci Adv
.
2022
;
8
(
45
):
eadd3686
.
56.
Vafa
O
,
Wade
M
,
Kern
S
, et al
.
c-Myc can induce DNA damage, increase reactive oxygen species, and mitigate p53 function: a mechanism for oncogene-induced genetic instability
.
Mol Cell
.
2002
;
9
(
5
):
1031
-
1044
.
57.
Karlsson
A
,
Deb-Basu
D
,
Cherry
A
,
Turner
S
,
Ford
J
,
Felsher
DW
.
Defective double-strand DNA break repair and chromosomal translocations by MYC overexpression
.
Proc Natl Acad Sci U S A
.
2003
;
100
(
17
):
9974
-
9979
.
58.
Tchakarska
G
,
Sola
B
.
The double dealing of cyclin D1
.
Cell Cycle
.
2020
;
19
(
2
):
163
-
178
.
59.
Cáceres-Gutiérrez
RE
,
Alfaro-Mora
Y
,
Andonegui
MA
,
Díaz-Chávez
J
,
Herrera
LA
.
The influence of oncogenic RAS on chemotherapy and radiotherapy resistance through DNA repair pathways
.
Front Cell Dev Biol
.
2022
;
10
:
751367
.
60.
Keats
JJ
,
Fonseca
R
,
Chesi
M
, et al
.
Promiscuous mutations activate the noncanonical NF-kappaB pathway in multiple myeloma
.
Cancer Cell
.
2007
;
12
(
2
):
131
-
144
.
61.
Annunziata
CM
,
Davis
RE
,
Demchenko
Y
, et al
.
Frequent engagement of the classical and alternative NF-kappaB pathways by diverse genetic abnormalities in multiple myeloma
.
Cancer Cell
.
2007
;
12
(
2
):
115
-
130
.
62.
Azagra
A
,
Cobaleda
C
.
NSD2 as a promising target in hematological disorders
.
Int J Mol Sci
.
2022
;
23
(
19
):
11075
.
63.
Chesi
M
,
Nardini
E
,
Lim
RS
,
Smith
KD
,
Kuehl
WM
,
Bergsagel
PL
.
The t(4;14) translocation in myeloma dysregulates both FGFR3 and a novel gene, MMSET, resulting in IgH/MMSET hybrid transcripts
.
Blood
.
1998
;
92
(
9
):
3025
-
3034
.
64.
Santra
M
,
Zhan
F
,
Tian
E
,
Barlogie
B
,
Shaughnessy
J
.
A subset of multiple myeloma harboring the t(4;14)(p16;q32) translocation lacks FGFR3 expression but maintains anIGH/MMSET fusion transcript
.
Blood
.
2003
;
101
(
6
):
2374
-
2376
.
65.
Pei
H
,
Zhang
L
,
Luo
K
, et al
.
MMSET regulates histone H4K20 methylation and 53BP1 accumulation at DNA damage sites
.
Nature
.
2011
;
470
(
7332
):
124
-
128
.
66.
Hajdu
I
,
Ciccia
A
,
Lewis
SM
,
Elledge
SJ
.
Wolf-Hirschhorn syndrome candidate 1 is involved in the cellular response to DNA damage
.
Proc Natl Acad Sci U S A
.
2011
;
108
(
32
):
13130
-
13134
.
67.
Shah
MY
,
Martinez-Garcia
E
,
Phillip
JM
, et al
.
MMSET/WHSC1 enhances DNA damage repair leading to an increase in resistance to chemotherapeutic agents
.
Oncogene
.
2016
;
35
(
45
):
5905
-
5915
.
68.
Min
D-J
,
Ezponda
T
,
Kim
MK
, et al
.
MMSET stimulates myeloma cell growth through microRNA-mediated modulation of c-MYC
.
Leukemia
.
2013
;
27
(
3
):
686
-
694
.
69.
Park
JW
,
Chae
Y-C
,
Kim
J-Y
,
Oh
H
,
Seo
S-B
.
Methylation of Aurora kinase A by MMSET reduces p53 stability and regulates cell proliferation and apoptosis
.
Oncogene
.
2018
;
37
(
48
):
6212
-
6224
.
70.
Kilchert
C
,
Wittmann
S
,
Vasiljeva
L
.
The regulation and functions of the nuclear RNA exosome complex
.
Nat Rev Mol Cell Biol
.
2016
;
17
(
4
):
227
-
239
.
71.
Tomecki
R
,
Drazkowska
K
,
Kucinski
I
, et al
.
Multiple myeloma-associated hDIS3 mutations cause perturbations in cellular RNA metabolism and suggest hDIS3 PIN domain as a potential drug target
.
Nucleic Acids Res
.
2014
;
42
(
2
):
1270
-
1290
.
72.
Segalla
S
,
Pivetti
S
,
Todoerti
K
, et al
.
The ribonuclease DIS3 promotes let-7 miRNA maturation by degrading the pluripotency factor LIN28B mRNA
.
Nucleic Acids Res
.
2015
;
43
(
10
):
5182
-
5193
.
73.
Laffleur
B
,
Batista
CR
,
Zhang
W
, et al
.
RNA exosome drives early B cell development via noncoding RNA processing mechanisms
.
Sci Immunol
.
2022
;
7
(
72
):
eabn2738
.
74.
Laffleur
B
,
Lim
J
,
Zhang
W
, et al
.
Noncoding RNA processing by DIS3 regulates chromosomal architecture and somatic hypermutation in B cells
.
Nat Genet
.
2021
;
53
(
2
):
230
-
242
.
75.
Milbury
KL
,
Paul
B
,
Lari
A
,
Fowler
C
,
Montpetit
B
,
Stirling
PC
.
Exonuclease domain mutants of yeast DIS3 display genome instability
.
Nucleus
.
2019
;
10
(
1
):
21
-
32
.
76.
Favasuli
VK
,
Ronchetti
D
,
Silvestris
I
, et al
.
DIS3 depletion in multiple myeloma causes extensive perturbation in cell cycle progression and centrosome amplification
.
Haematologica
.
2024
;
109
(
1
):
231
-
244
.
77.
Gritti
I
,
Basso
V
,
Rinchai
D
, et al
.
Loss of ribonuclease DIS3 hampers genome integrity in myeloma by disrupting DNA:RNA hybrid metabolism
.
EMBO J
.
2022
;
41
(
22
):
e108040
.
78.
Garcıa-Muse
T
,
Aguilera
A
.
R loops: from physiological to pathological roles
.
Cell
.
2019
;
179
(
3
):
604
-
618
.
79.
Bruno
T
,
Corleone
G
,
Catena
V
, et al
.
AATF /Che-1 localizes to paraspeckles and suppresses R-loops accumulation and interferon activation in multiple myeloma
.
EMBO J
.
2022
;
41
(
22
):
e109711
.
80.
van Haaften
G
,
Dalgliesh
GL
,
Davies
H
, et al
.
Somatic mutations of the histone H3K27 demethylase gene UTX in human cancer
.
Nat Genet
.
2009
;
41
(
5
):
521
-
523
.
81.
Boila
LD
,
Ghosh
S
,
Bandyopadhyay
SK
, et al
.
KDM6 demethylases integrate DNA repair gene regulation and loss of KDM6A sensitizes human acute myeloid leukemia to PARP and BCL2 inhibition
.
Leukemia
.
2023
;
37
(
4
):
751
-
764
.
82.
Zhang
C
,
Hong
Z
,
Ma
W
, et al
.
Drosophila UTX coordinates with p53 to regulate ku80 expression in response to DNA damage
.
PLoS One
.
2013
;
8
(
11
):
e78652
.
83.
Zanconato
F
,
Cordenonsi
M
,
Piccolo
S
.
YAP/TAZ at the roots of cancer
.
Cancer Cell
.
2016
;
29
(
6
):
783
-
803
.
84.
Walker
BA
,
Mavrommatis
K
,
Wardell
CP
, et al
.
Identification of novel mutational drivers reveals oncogene dependencies in multiple myeloma
.
Blood
.
2018
;
132
(
6
):
587
-
597
.
85.
Solimini
NL
,
Luo
J
,
Elledge
SJ
.
Non-oncogene addiction and the stress phenotype of cancer cells
.
Cell
.
2007
;
130
(
6
):
986
-
988
.
86.
Luo
J
,
Solimini
NL
,
Elledge
SJ
.
Principles of cancer therapy: oncogene and non-oncogene addiction
.
Cell
.
2009
;
136
(
5
):
823
-
837
.
87.
Boise
LH
,
Kaufman
JL
,
Bahlis
NJ
,
Lonial
S
,
Lee
KP
.
The Tao of myeloma
.
Blood
.
2014
;
124
(
12
):
1873
-
1879
.
88.
Bianchi
G
,
Oliva
L
,
Cascio
P
, et al
.
The proteasome load versus capacity balance determines apoptotic sensitivity of multiple myeloma cells to proteasome inhibition
.
Blood
.
2009
;
113
(
13
):
3040
-
3049
.
89.
Obeng
EA
,
Carlson
LM
,
Gutman
DM
,
Harrington
WJ
,
Lee
KP
,
Boise
LH
.
Proteasome inhibitors induce a terminal unfolded protein response in multiple myeloma cells
.
Blood
.
2006
;
107
(
12
):
4907
-
4916
.
90.
Murakawa
Y
,
Sonoda
E
,
Barber
LJ
, et al
.
Inhibitors of the proteasome suppress homologous DNA recombination in mammalian cells
.
Cancer Res
.
2007
;
67
(
18
):
8536
-
8543
.
91.
Jacquemont
C
,
Taniguchi
T
.
Proteasome function is required for DNA damage response and Fanconi anemia pathway activation
.
Cancer Res
.
2007
;
67
(
15
):
7395
-
7405
.
92.
Cheung
EC
,
Vousden
KH
.
The role of ROS in tumour development and progression
.
Nat Rev Cancer
.
2022
;
22
(
5
):
280
-
297
.
93.
Xiong
S
,
Chng
W-J
,
Zhou
J
.
Crosstalk between endoplasmic reticulum stress and oxidative stress: a dynamic duo in multiple myeloma
.
Cell Mol Life Sci
.
2021
;
78
(
8
):
3883
-
3906
.
94.
Radisky
DC
,
Levy
DD
,
Littlepage
LE
, et al
.
Rac1b and reactive oxygen species mediate MMP-3-induced EMT and genomic instability
.
Nature
.
2005
;
436
(
7047
):
123
-
127
.
95.
Markkanen
E
,
Castrec
B
,
Villani
G
,
Hübscher
U
.
A switch between DNA polymerases δ and λ promotes error-free bypass of 8-oxo-G lesions
.
Proc Natl Acad Sci U S A
.
2012
;
109
(
50
):
20401
-
20406
.
96.
Feng
R
,
Oton
A
,
Mapara
MY
,
Anderson
G
,
Belani
C
,
Lentzsch
S
.
The histone deacetylase inhibitor, PXD101, potentiates bortezomib-induced anti-multiple myeloma effect by induction of oxidative stress and DNA damage: combination of bortezomib and PXD101 against MM
.
Br J Haematol
.
2007
;
139
(
3
):
385
-
397
.
97.
Ronca
R
,
Ghedini
GC
,
Maccarinelli
F
, et al
.
FGF trapping inhibits multiple myeloma growth through c-Myc degradation–induced mitochondrial oxidative stress
.
Cancer Res
.
2020
;
80
(
11
):
2340
-
2354
.
98.
Blokhin
N
,
Larionov
L
,
Perevodchikova
N
,
Chebotareva
L
,
Merkulova
N
.
Clinical experiences with sarcolysin in neoplastic diseases
.
Ann N Y Acad Sci
.
1958
;
68
(
3
):
1128
-
1132
.
99.
Bergsagel
DE
,
Sprague
CC
,
Austin
C
,
GRIFFITH
KM
.
Evaluation of new chemotherapeutic agents in the treatment of multiple myeloma. IV. L-Phenylalanine mustard (NSC-8806)
.
Cancer Chemother Rep
.
1962
;
21
:
87
-
99
.
100.
Alexanian
R
,
Haut
A
,
Khan
AU
, et al
.
Treatment for multiple myeloma. Combination chemotherapy with different melphalan dose regimens
.
JAMA
.
1969
;
208
(
9
):
1680
-
1685
.
101.
Falco
P
,
Bringhen
S
,
Avonto
I
, et al
.
Melphalan and its role in the management of patients with multiple myeloma
.
Expert Rev Anticancer Ther
.
2007
;
7
(
7
):
945
-
957
.
102.
Combination chemotherapy versus melphalan plus prednisone as treatment for multiple myeloma: an overview of 6,633 patients from 27 randomized trials. Myeloma Trialists’ Collaborative Group
.
J Clin Oncol
.
1998
;
16
(
12
):
3832
-
3842
.
103.
Szalat
R
,
Samur
MK
,
Fulciniti
M
, et al
.
Nucleotide excision repair is a potential therapeutic target in multiple myeloma
.
Leukemia
.
2018
;
32
(
1
):
111
-
119
.
104.
Kumar
S
,
Talluri
S
,
Pal
J
, et al
.
Role of apurinic/apyrimidinic nucleases in the regulation of homologous recombination in myeloma: mechanisms and translational significance
.
Blood Cancer J
.
2018
;
8
(
10
):
92
.
105.
Yarde
DN
,
Oliveira
V
,
Mathews
L
, et al
.
Targeting the Fanconi anemia/BRCA pathway circumvents drug resistance in multiple myeloma
.
Cancer Res
.
2009
;
69
(
24
):
9367
-
9375
.
106.
Hazlehurst
LA
,
Enkemann
SA
,
Beam
CA
, et al
.
Genotypic and phenotypic comparisons of de novo and acquired melphalan resistance in an isogenic multiple myeloma cell line model
.
Cancer Res
.
2003
;
63
(
22
):
7900
-
7906
.
107.
Kaelin
WG
.
The concept of synthetic lethality in the context of anticancer therapy
.
Nat Rev Cancer
.
2005
;
5
(
9
):
689
-
698
.
108.
Caracciolo
D
,
Scionti
F
,
Juli
G
, et al
.
Exploiting MYC-induced PARPness to target genomic instability in multiple myeloma
.
Haematologica
.
2021
;
106
(
1
):
185
-
195
.
109.
Maruyama
J
,
Inami
K
,
Michishita
F
, et al
.
Novel YAP1 activator, identified by transcription-based functional screen, limits multiple myeloma growth
.
Mol Cancer Res
.
2018
;
16
(
2
):
197
-
211
.
110.
Neri
P
,
Ren
L
,
Gratton
K
, et al
.
Bortezomib-induced “BRCAness” sensitizes multiple myeloma cells to PARP inhibitors
.
Blood
.
2011
;
118
(
24
):
6368
-
6379
.
111.
van Weverwijk
A
,
de Visser
KE
.
Mechanisms driving the immunoregulatory function of cancer cells
.
Nat Rev Cancer
.
2023
;
23
(
4
):
193
-
215
.
112.
Kornepati
AVR
,
Rogers
CM
,
Sung
P
,
Curiel
TJ
.
The complementarity of DDR, nucleic acids and anti-tumour immunity
.
Nature
.
2023
;
619
(
7970
):
475
-
486
.
113.
Ackley
J
,
Ochoa
MA
,
Ghoshal
D
,
Roy
K
,
Lonial
S
,
Boise
LH
.
Keeping myeloma in check: the past, present and future of immunotherapy in multiple myeloma
.
Cancers (Basel)
.
2021
;
13
(
19
):
4787
.
114.
Chauhan
D
,
Ray
A
,
Viktorsson
K
, et al
.
In vitro and in vivo antitumor activity of a novel alkylating agent, melphalan-flufenamide, against multiple myeloma cells
.
Clin Cancer Res
.
2013
;
19
(
11
):
3019
-
3031
.
Sign in via your Institution