Skip to main content
NCBI home page
Translational Oncology logoLink to Translational Oncology
. 2018 Jul 25;11(5):1147–1154. doi: 10.1016/j.tranon.2018.07.007

Variable Responses of MYC Translocation Positive Lymphoma Cell Lines To Different Combinations of Novel Agents: Impact of BCL2 Family Protein Expression

Wenhan Deng *, Alexandra Clipson *, Hongxiang Liu †, Yuanxue Huang †, Rachel Dobson *, Ming Wang *, Peter Johnson ‡, Ming-Qing Du *,†,⁎
PMCID: PMC6077152  PMID: 30055346

Abstract

Several newly developed drugs including JQ1 (BET inhibitor), ABT199 (BCL2 inhibitor), and bortezomib (proteasome inhibitor) may offer novel therapeutic strategies for aggressive diffuse large B-cell lymphoma (DLBCL). We tested these drugs together with doxorubicin in a series of combinations in 16 DLBCL cell lines including 4 ABC-DLBCL (OCI-Ly3, OCI-Ly10, SUDHL2, RIVA) and 12 GCB-DLBCL lines (OCI-Ly4, OCI-Ly18, BJAB, SUDHL4, SUDHL6, SUDHL10, DB, PR1, VAL, SC1, Karpas-231, Karpas-422). Among these cell lines, ABT199 and doxorubicin, and to a lesser extent JQ1 and bortezomib, showed high variations in their ED50 values. Of the six cell lines showing high ABT199 ED50 values, four (SUDHL10, OCI-Ly4, SUDHL2, and BJAB) had no or little BCL2 expression, and SUDHL6 also displayed a low BCL2 expression. There was no association between the ED50 value of doxorubicin, JQ1 and bortezomib, and TP53/MYC/BCL2 genetic abnormalities or cell of origin subtype. A synergistic effect in all or the majority of drug combinations was seen in 11 cell lines, while an antagonistic effect in a high proportion of drug combinations was observed in the remaining 5 cell lines including the 3 (SUDHL10, OCI-Ly4, and SUDHL2) with little BCL2 expression, and additionally OCI-Ly18 and RIVA. Extensive Western blot analyses revealed high MCL1 expression in SUDHL10 and OCI-Ly4 but no apparent alterations in other cell lines. The molecular mechanism underlying the antagonistic effect of drug combinations in DLBCL is heterogeneous with the altered BCL2 family protein expression (absent BCL2, but high MCL1) in some cell lines.

Introduction

Diffuse large B-cell lymphomas (DLBCLs) account for 30%-45% of non-Hodgkin's lymphomas in adult and are highly heterogeneous in their genetic makeup and molecular mechanisms. Clinically, DLBCLs show variable responses to standard immunochemotherapy, typically R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone). A high proportion of DLBCLs show primary treatment failure (~10%), partial response (~15%), or relapse after initial response (20%-30%) [1]. The refractory and relapsed DLBCLs respond poorly to any of the available second-line therapies, thus representing a huge clinical challenge. The genetics and molecular mechanisms underlying the refractory/relapsed DLBCLs are highly heterogeneous albeit not yet fully characterized. Several biomarkers have been shown to be associated with poor overall survival by independent studies from various centers. MYC translocation, particularly when concurring with BCL2 translocation and/or TP53 mutation, is associated with very poor clinical outcome, and these cases are known as double-hit lymphoma [2]. The activated B-cell like DLBCL (ABC-DLBCL) shows significantly poorer overall survival than the germinal center B-cell like DLBCL (GCB-DLBCL).

There are several drugs that have shown promising results in the treatment of various non-Hodgkin's lymphomas in animal models and/or clinical trials, providing novel therapeutic strategies for treatment of aggressive DLBCL.

JQ1 is a small-molecule inhibitor of the bromodomain and extra-terminal (BET) family proteins that interact with acetylated chromatin, particularly in the region of lineage-specific super-enhancers such as IGH enhancer, and facilitate active transcription [3], [4]. In view of this, JQ1 might be particularly suited for treatment of lymphoma bearing a chromosome translocation involving the IG gene such as lymphoma carrying MYC and BCL2 translocation. Indeed, JQ1 treatment was highly toxic to a range of leukemia and lymphoma cell lines including those harboring MYC or MYC/BCL2 translocation, and significantly suppressed MYC expression under both in vitro and in vivo experimental conditions [3], [5], [6].

ABT199 is a highly potent and specific inhibitor of BCL2, selectively disrupting the BCL2-BIM complex and triggering the activation of proapoptotic proteins BAX and BAK, thus causing apoptosis [7]. It has been shown that ABT199 is active in treatment of a range of hematological malignancies including chronic lymphocytic leukemia, refractory or relapsed DLBCL and follicular lymphoma, and acute myeloid leukemia in phase I and II clinical trials [8]. In vitro studies also demonstrate that ABT199 is active in killing double-hit lymphoma cells, particularly in combination with other agents [7], [9], [10].

Bortezomib is a 26S proteasome inhibitor and its therapeutic effect is thought to be largely due to inhibition of NF-κB activation and induction of ER stress. In a phase II nonrandomized clinical trial, Dunleavy and colleagues showed that addition of bortezomib to chemotherapy significantly improved the treatment response and overall survival of the patients with refractory/relapsed ABC-DLBCL that is characterized by enhanced NF-κB activities, but not those with refractory/relapsed GCB-DLBCL [11]. In the prospective randomized REMoDL-B trial, the benefit of bortezomib appeared to be mainly in ABC-DLBCL with low IPI and those with a Burkitt lymphoma–like expression signature [12].

The use of the above novel agents alone in treatment of aggressive DLBCL is most likely of limited value due to development of eventual drug resistance [10], [13]. Combined use of these agents has been investigated in vitro but largely restricted to a few DLBCL-derived cell lines and not yet comprehensively studied [9], [10]. Given the diverse genetic changes and molecular mechanisms underlying aggressive DLBCL, it is important to systematically test various drug combinations and examine their combined effect in a large cohort of cell lines with defined genetic changes and molecular subtypes. In this study, we have investigated the therapeutic potential of JQ1, ABT199, bortezomib, and doxorubicin in a series of systematic combinations in 16 DLBCL cell lines.

Materials and Methods

Cell Lines

A total of 17 human aggressive B-cell lymphoma cell lines were included in this study, and they were 4 ABC-DLBCL (OCI-Ly3, OCI-Ly10, SUDHL2, RIVA) and 13 GCB-DLBCL lines (OCI-Ly4, OCI-Ly18, OCI-Ly19, BJAB, SUDHL4, SUDHL6, SUDHL10, DB, PR1, VAL, SC1, K231, Karpas-422). The culture condition for these cell lines and their MYC and BCL2 translocation, and TP53 mutation status are summarized in Supplementary Table 1.

Drugs

Doxorubicin was purchased from Sigma-Aldrich (Sigma, UK), bortezomib from AdooQ Bioscience (York, UK), bromodomain inhibitor JQ1 from APExBio (York, UK), and ABT199 from Active Biochemicals (Hong Kong, China).

Interphase Fluorescence In Situ Hybridization (FISH)

Where indicated, cell clot was prepared from the cultured DLBCL cells and formalin fixed and paraffin embedded. The cell clots were used for investigation of MYC and BCL2 translocation with MYC, BCL2 dual-color break-apart probe and MYC-IGH and BCL2-IGH dual-color dual-fusion rearrangement probes (Vysis/Abbott Laboratories, UK) [2].

Mutation Analysis by Targeted Sequencing

TP53 mutation along with another 21 lymphoma-associated genes in DLBCL cell lines was investigated by Fluidigm Access Array PCR and Illumina MiSeq sequencing as described previously [14].

Cell Viability Assessment

For each DLBCL cell line, cells were plated at 4×104 cells in 100-μl culture medium per well in a 96-well plate and exposed to a series of drug dilutions in 3 replicates at 37°C in an incubator. At the end of 48-hour exposure, the cells were assessed for viability using the CellTiter-Glo Luminescent Cell Viability Assay (Promega, Southampton, UK) according to the manufacturer's protocol. Data analyses and calculation of median effective dose (ED50) were carried out using GraphPad Prism 5 (GraphPad software Inc, La Jolla, CA).

Measurement of Synergy, Additivity, or Antagonism in Drug Combination

Cells were treated with two or three drugs combined at seven different concentrations based on serial fixed ratios of their ED50 values, i.e., 0-, 0.25-, 0.5-, 1-, 2-, and 4-folds of the ED50 value of each drug. As above, each treatment was performed in triplicate. The data were analyzed using Calcusyn software (Biosoft), and the combination index (CI), a measure of drug combination effect, was calculated from the drug cytotoxicity curves using the Chou-Talalay method [15]. The effect (synergistic, additive, and antagonistic) of drug combination can be different at different dose or effect levels. In general, for cancer therapies, synergism at high effect levels (e.g., at ED90, ED95) is much more therapeutically relevant than at low effect levels (e.g., ED50). The weighted average CI value [CIwt = (CI50+ 2CI75+ 3CI90+ 4CI95)/10] was calculated and used to assign the final effect of drug combination (synergy: CIwt< 0.90, additivity: CIwt = 0.90-1.10, and antagonism: CIwt> 1.10) as described previously by Chou [16].

For OCI-Ly18, two independent experiments on evaluation of the effect of drug combination were carried out, and similar results were obtained.

Western Blotting

Total cell lysate protein (25 μg) from cultured DLBCL cells that were not subjected to any treatment was separated by electrophoresis on precast NuPAGE 4%-12% gels and then transferred to a polyvinylidene difluoride membrane (GE Healthcare). The membranes were probed with an appropriate primary antibody (source and specificity summarized in Supplementary Table S2) and then detected using the Millipore HRP detection kit according to the manufacturer's protocols. The signals were visualized using Fujifilm LAS 4000 image reader and quantified using Image J.

Short Tandem Repeat (STR) Genotyping

Selected cell lines were verified by STR genotyping using the PowerPlex 16 HS kit (Promega Corporation, Madison, WI), with the PCR products analyzed on an ABI Genetics analyzer. The data were analyzed and allele assigned using the GeneMapper ID software.

Statistical Analysis

Data are shown as means ± SE. Statistical calculations were performed using Student’s t test. Statistical significance was accepted as P values less than .05.

Results and Discussion

Among the 17 DLBCL cell lines investigated, 4 were purchased with authentication from DSMZ or American Type Culture Collection (Table S1). A further five cell lines that were from other research laboratories but uncertain on their definite source were investigated by STR genotyping, and three were authenticated (Table S1). Of the remaining two cell lines, OCI-LY4 did not have any published STR genotyping profile online; nonetheless, it carried the two TP53 mutations (M237I; R248Q) as described originally (Table S1) {Chang, 1995 11,189 /id}. “OCI-LY19” had a distinct STR profile not matching to that documented in Cellosaurus or any cell line in online databases and thus was excluded from the study. MYC and BCL2 translocation, and TP53 mutation status in the 16 DLBCL cell lines investigated in the present study were collated from published works. These genetic changes were further confirmed by interphase FISH and PCR/sequencing in the present study and are summarized in Supplementary Table S1.

Responses to Treatment with Single Agent

Doxorubicin Treatment

Doxorubicin mediates its cytotoxic effect largely through the disruption of topoisomerase-II–mediated DNA repair and generation of free radicals that cause damage to DNA and cellular proteins. There were remarkable variations in the ED50 concentration among the 16 DLBCL cell lines investigated, ranging from 26 nM for OCI-Ly18 to 2290 nM for DB (mean ± SD = 590 ± 639 nM, Figure 1A, Fig. S1). There was no apparent association between the doxorubicin ED50 values and TP53 mutation or MYC and BCL2 translocation status, or cell of origin (COO) molecular subtype.

Figure 1.

Figure 1

Open in a new tab

ED50 values of various B-cell lymphoma lines with treatment by the indicated drug. For each DLBCL cell line, cells were exposed to a series of drug dilutions for 48 hours in triplicates, and their viability was measured. Data analyses and calculation of median effective dose (ED50) were carried out using GraphPad Prism 5. wt: wild type; mt: mutant type; Ho: homozygous mutation; Het: heterozygous mutation with two “het” indicating that there are two mutations and each of these mutations is heterozygous, thus potential inactivation of both TP53 alleles. In panel A, the slice on Western blot between K422 and SU-DHL10 was due to removal of a cell line. In panel B, the ABC-DLBCL cell lines are highlighted in the red text. COO: cell of origin; ABC: activated B-cell; GCB: germinal center B cell; amp: amplification; CNG: copy number gain.

Bortezomib Treatment

Among the 4 drugs investigated, bortezomib showed the least variation in the ED50 concentrations among the 16 DLBCL cell lines investigated, ranging from 2.1 nM for SUDHL6 to 10 nM for BJAB (mean ± SD = 4.8 ± 2.0 nM). Although GCB BJAB had the highest ED50 dosage, there was no significant difference in ED50 value between the 4 ABC and 12 GCB DLBCL cells (Figure 1B, P = .30). There was also no apparent association between ED50 value and TP53 mutation or translocation status.

JQ1 Treatment

JQ1 treatment may inhibit the transcriptional circuits that are deregulated in tumor cells and critical for their proliferation and survival, such as MYC and BCL2 translocation [3], [4]. There were considerable variations in the JQ1 ED50 values among the 16 DLBCL cell lines investigated, ranging from 283 nM for OCI-Ly4 to 1923 nM for BJAB (mean ± SD = 1051 ± 560 nM). However, there was no apparent association between the ED50 values, and MYC and BCL2 translocation or TP53 mutation status (Figure 1C).

ABT199 Treatment

The ED50 concentration varied hugely among the 16 cell lines investigated, with 6 cell lines, namely, SUDHL10, OCI-Ly4, SUDHL2, BJAB, Kappas-422, and SUDHL6, showing a high ED50 value above 1500 nM, while the remaining 10 cell lines displayed an ED50 value less than 150 nM (mean ± SD = 1995 ± 3209 nM, Figure 2). There was no apparent association between the ED50 values and BCL2 and MYC translocation. However, Western blot analysis of cells naive to any drug treatment revealed absent or little BCL2 expression in SUDHL10, OCI-Ly4, SUDHL2, and BJAB and relatively low levels of BCL2 expression in SUDHL6 in comparison with the cell lines that showed low ED50 values (Figure 2). Interestingly, with the exception of SUDHL2, all other 5 cell lines with high ED50 values were GCB subtype.

Figure 2.

Figure 2

Open in a new tab

ED50 values of various B-cell lymphoma lines with treatment by ABT199 and its relationship with expression of BLC2 and its family members. For each DLBCL cell line, cells were exposed to a series of ABT199 dilutions for 48 hours in triplicates, and their viability was measured and ED50 calculated using GraphPad Prism 5. The expression level of BCL2 and its family members was investigated by Western blot analysis and further quantified in relative ratio to the loading control and presented as a histogram panel. The slice on Western blot between K422 and SU-DHL10 was due to removal of a cell line. Amp: amplification; CNG: copy number gain.

BCL2 gene is frequently mutated as a result of “off target” by the somatic hypermutation machinery in lymphomas derived from the germinal center B cells [17]. The mutation may involve coding sequence, alter amino acid sequence, and affect the antibody recognition site, thus leading to the false-negative detection of BCL2 protein [17], [18], [19]. To investigate this, we performed Western blot analyses using two alternative BCL2 antibodies (SP66 and E17), which recognize different regions of BCL2 (Table S2). SUDHL10 was consistently shown to be absent for BCL2 expression by Western blot with these additional BCL2 antibodies, while OCI-Ly4, SUDHL2, and BJAB displayed a faint band with these alternative BCL2 antibodies (Fig. S2). These findings confirmed the absent or little BCL2 expression in these cell lines. Interestingly, SUDHL10 that showed no BCL2 expression had the highest ED50 value (Figure 2).

Taken together, the above findings demonstrate that BCL2 expression status is a major factor determining whether lymphoma cells are sensitive to ABT199 treatment. These findings are consistent with the recent observations that BCL2-negative DLBCL cell lines are resistant to ABT199 at the clinically relevant plasma concentration [20].

Responses to Treatment with Combined Agents

We systematically tested the cytotoxic effect of drug combination at serial fixed ratios of ED50, and the weighted CI was calculated and used to measure the effect of the drug combination [15]. Overall, 11 of the 16 cell lines showed a synergistic effect in all or the majority of the drug combinations (Figure 3, Fig. S3, Table S3). Among the remaining five cell lines, five (SUDHL10, OCI-Ly4, SUDHL2, OCI-Ly18, and RIVA) displayed an antagonistic effect in the majority or a high proportion of drug combinations (Figure 3).

Figure 3.

Figure 3

Open in a new tab

Effect of drug combination in DLBCL cell lines. (A) Example of responses of DLBCL cell lines to combined drug treatments. (B) Summary of responses of DLBCL cell lines to combined drug treatments. Cells were treated with two or three drugs combined at serial fixed ratios of their ED50 values in triplicate. The weighted average CI value [CIwt = (CI50+ 2CI75+ 3CI90+ 4CI95)/10] was calculated (Table S3) and used to define the effect of drug combination (synergy: CIwt< 0.90, additivity: CIwt = 0.90-1.10, and antagonism: CIwt> 1.10) as described previously by Chou [16]. *OCI-Ly18 cells harbor BCL2 translocation and also amplification of the translocated BCL2 allele, while RIVA cells have BCL2 gene amplification but not translocation.

SUDHL10, OCI-Ly4, and SUDHL2 showed no or little BCL2 expression as detailed above, and the overwhelming antagonistic effect among various drug combinations that include ABT199 in these cell lines is likely to be the consequence of ineffective killing by the BCL2 inhibitor. However, this did not explain why other drug combinations without ABT199 also displayed antagonistic effect in these cell lines. We reasoned that in the absence or very low level of BCL2 expression, the lymphoma cells may acquire aberrant expression of other BCL2 family proteins, thus evading apoptosis in a BCL2-independent manner. To investigate this, we analyzed MCL-1, BCL-XL (BCL2-L1), BAX, and BIM expression by Western blot. These additional analyses revealed high MCL-1 expression but low BIM expression in SUDHL10 and OCI-Ly4, and high BCL-XL expression in BJAB in comparison with BCL2-positive cell lines (Figure 2). SUDHL2 showed no apparent aberrant expression of these proteins, and interestingly, this cell line demonstrated antagonistic effect in only one of the four drug combinations without ABT199 (Figures 2 and 3).

In support of the above observations, a recent study also showed no benefit of combining ABT199 and HHT (homoharingtonine) in five of six BCL2-negative DLBCL cell lines including SUDHL10 and BJAB investigated in this study, and all the five lines had enhanced MCL1 or BCL-XL expression [20]. Taken together, these findings indicate that lack of BCL2 expression is not only associated with ABT199 resistance but also linked to an adverse effect of drug combinations, potentially due to overexpression of MCL-1 and/or BCL-XL expression.

MCL1 inhibits apoptosis by sequestering the proapoptotic BH3-only proteins and by blocking the essential apoptosis effectors BAX and BAK. Previous studies by immunohistochemistry show MCL1 expression in a high proportion of primary DLBCL, particularly those of ABC subtype, with strong expression in over 10% of cases irrespective of BCL2 expression status [21], [22]. MCL1 overexpression confers resistance to both chemotherapeutic drugs as well as ABT199 [10], [20], [21], [22]. Similarly, BCL-XL is another member of the BCL2 family of apoptosis inhibitors, and its overexpression is associated with resistance to ABT199 and also an antagonistic effect in combined ABT199 and radiotherapy [10], [20], [23]. In a similar manner, overexpression of MCL1 and BCL-XL was also linked to decreased sensitivity of DLBCL lines to histone deacetylase inhibitor [24].

The molecular mechanisms underlying the antagonistic effect of drug combination in OCI-Ly18 and RIVA cell lines are not clear. Interphase FISH showed evidence of BCL2 translocation and also amplification of the translocated BCL2 allele in OCI-Ly18, and BCL2 gene amplification but not translocation in RIVA cells (Table S1). Both cell lines express high levels of BCL2 protein and are sensitive to ABT199 treatment (Figure 2). Nonetheless, RIVA cells were rather resistant to bortezomib and JQ1 treatments (Figure 1). RIVA is an ABC subtype and has been shown to be insensitive to a range of drugs including BTK inhibitor (ibrutinib), PI3K inhibitor (LY294002) and PDK1 inhibitor (BX-912) [25], and CDK inhibitor (dinaciclib or flavopiridol) [22], while OCI-Ly18 is a GCB subtype and has been shown to be resistant to Src family kinase inhibitor (dasatinib) [26], a dual PI3K and mTOR inhibitor (PQR309) [27], dual SYK/JAK inhibitor (cerdulatinib) [28], and temozolomide [29]. To further probe the potential mechanism underlying the antagonistic effect of drug combination in these cell lines, we investigated AKT (including pAKT-T308 and pAKT-S473), FOXO1 (including pFOXO1-T24 and pFOX1-S256), PTEN, and c-MYC expression by Western blot analysis but did not find any clue (data not shown).

In summary, the majority of the DLBCL cell lines investigated in this study show synergistic responses to various combinations of the doxorubicin, bortezomib, JQ1, and ABT199. Those that do not show any beneficial effect of combined treatment are associated with aberrant expression of BCL2 family proteins (absent/low BCL2 expression, high MCL1 and/or BCL-XL expression). Clearly, DLBCL cell lines, even among those with the same COO subtype, are highly variable in their responses to treatment with these drugs either alone or in combination. These variable responses most likely reflect their intrinsic differences in their genetic makeup and molecular mechanisms. Thus, it is crucial to test a sufficient number of DLBCL cell lines in preclinical assessment of any potential therapeutic drugs and identify the biomarkers that could predict treatment responses.

The following are the supplementary data related to this article.

Figure S1: Example of assaying ED50 in DLBCL cells.

Figure S2: Confirmation of BCL2 protein expression by Western blot analyses using alternative antibodies. BCL2 (7) recognizes epitope mapping to amino acids 49-179 of human BCL2, while BCL2 (E17) and BCL2 (SP66) react to peptide corresponding to amino acids 50-150 and N-terminus of human BCL2, respectively. The slice on Western blot between K422 and SU-DHL10 was due to removal of a cell line.

Figure S3: Cell viability of OCI-Ly3 and SUDHL10 under treatment by a single agent or various drug combinations at serial fixed ratios of their ED50 values.

mmc1.pptx (409KB, pptx)

Table S1: DLBCL Cell Lines and Their Molecular and Genetic Features

Table S2: Antibodies Used for Western Blot Analysis

Table S3: Summary of CI Values of Various Drug Combinations in DLBCL cell lines

mmc2.xlsx (28.4KB, xlsx)

Author Contributions

Experimental data collection and analysis: W. D., A. C., H. L., M. W., Y. H., and R. D.; study design and research funding: M. Q. D. and P. J. Manuscript writing and preparation: M. Q. D. and W. D. All authors have reviewed and commented on the manuscript and approve its submission.

Conflict of Interest

The authors declare no conflict of interest.

Acknowledgements and Funding

The authors would like to thank Dr. L Staudt, Prof. Jose A. Martinez-Climent, and Dr. Daniel Hodson for providing some of the DLBCL cell lines used in this study; Dr. L. Pasqualucci for providing mutation data in RIVA cell line; and Hannah Kennedy for helping to prepare some of the figures for the manuscript. The research was supported by grants from Bloodwise, UK.

References

  • 1.Thieblemont C, Gisselbrecht C. Second-line treatment paradigms for diffuse large B-cell lymphomas. Curr Oncol Rep. 2009;11:386–393. doi: 10.1007/s11912-009-0052-0. [DOI] [PubMed] [Google Scholar]
  • 2.Clipson A, Barrans S, Zeng N, Crouch S, Grigoropoulos NF, Liu H, Kocialkowski S, Wang M, Huang Y, Worrillow L. The prognosis of MYC translocation positive diffuse large B-cell lymphoma depends on the second hit. J Pathol Clin Res. 2015;1:125–133. doi: 10.1002/cjp2.10. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Chapuy B, McKeown MR, Lin CY, Monti S, Roemer MG, Qi J, Rahl PB, Sun HH, Yeda KT, Doench JG. Discovery and characterization of super-enhancer-associated dependencies in diffuse large B cell lymphoma. Cancer Cell. 2013;24:777–790. doi: 10.1016/j.ccr.2013.11.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Shi J, Vakoc CR. The mechanisms behind the therapeutic activity of BET bromodomain inhibition. Mol Cell. 2014;54:728–736. doi: 10.1016/j.molcel.2014.05.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Mertz JA, Conery AR, Bryant BM, Sandy P, Balasubramanian S, Mele DA, Bergeron L, Sims RJ., III Targeting MYC dependence in cancer by inhibiting BET bromodomains. Proc Natl Acad Sci U S A. 2011;108:16669–16674. doi: 10.1073/pnas.1108190108. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Trabucco SE, Gerstein RM, Evens AM, Bradner JE, Shultz LD, Greiner DL, Zhang H. Inhibition of bromodomain proteins for the treatment of human diffuse large B-cell lymphoma. Clin Cancer Res. 2015;21:113–122. doi: 10.1158/1078-0432.CCR-13-3346. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Souers AJ, Leverson JD, Boghaert ER, Ackler SL, Catron ND, Chen J, Dayton BD, Ding H, Enschede SH, Fairbrother WJ. ABT-199, a potent and selective BCL-2 inhibitor, achieves antitumor activity while sparing platelets. Nat Med. 2013;19:202–208. doi: 10.1038/nm.3048. [DOI] [PubMed] [Google Scholar]
  • 8.Ashkenazi A, Fairbrother WJ, Leverson JD, Souers AJ. From basic apoptosis discoveries to advanced selective BCL-2 family inhibitors. Nat Rev Drug Discov. 2017;16:273–284. doi: 10.1038/nrd.2016.253. [DOI] [PubMed] [Google Scholar]
  • 9.Johnson-Farley N, Veliz J, Bhagavathi S, Bertino JR. ABT-199, a BH3 mimetic that specifically targets Bcl-2, enhances the antitumor activity of chemotherapy, bortezomib and JQ1 in "double hit" lymphoma cells. Leuk Lymphoma. 2015;56:2146–2152. doi: 10.3109/10428194.2014.981172. [DOI] [PubMed] [Google Scholar]
  • 10.Choudhary GS, Al Harbi S, Mazumder S, Hill BT, Smith MR, Bodo J, Hsi ED, Almasan A. MCL-1 and BCL-xL-dependent resistance to the BCL-2 inhibitor ABT-199 can be overcome by preventing PI3K/AKT/mTOR activation in lymphoid malignancies. Cell Death Dis. 2015;6:e1593. doi: 10.1038/cddis.2014.525. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Dunleavy K, Pittaluga S, Czuczman MS, Dave SS, Wright G, Grant N, Shovlin M, Jaffe ES, Janik JE, Staudt LM. Differential efficacy of bortezomib plus chemotherapy within molecular subtypes of diffuse large B-cell lymphoma. Blood. 2009;113:6069–6076. doi: 10.1182/blood-2009-01-199679. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Davies AJ, Barrans S, Maishman T, Cummin TE, Bentley M, Mamot C, Novak U, Caddy J, Hamid D, Kazmi-Strokes SH. Differential efficacy of bortezomib in subtypes of diffuse large B-cell lymphoma (DLBL): a prospective randomised study stratified by transcriptome profiling: REMoDL-B. Hematol Oncol. 2017;25(S2):130–131. [Google Scholar]
  • 13.Fresquet V, Rieger M, Carolis C, Garcia-Barchino MJ, Martinez-Climent JA. Acquired mutations in BCL2 family proteins conferring resistance to the BH3 mimetic ABT-199 in lymphoma. Blood. 2014;123:4111–4119. doi: 10.1182/blood-2014-03-560284. [DOI] [PubMed] [Google Scholar]
  • 14.Wang M, Escudero-Ibarz L, Moody S, Zeng N, Clipson A, Huang Y, Xue X, Grigoropoulos NF, Barrans S, Worrillow L. Somatic mutation screening using archival formalin-fixed, paraffin-embedded tissues by fluidigm multiplex PCR and Illumina sequencing. J Mol Diagn. 2015;17:521–532. doi: 10.1016/j.jmoldx.2015.04.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Chou TC. Drug combination studies and their synergy quantification using the Chou-Talalay method. Cancer Res. 2010;70:440–446. doi: 10.1158/0008-5472.CAN-09-1947. [DOI] [PubMed] [Google Scholar]
  • 16.Chou TC. Theoretical basis, experimental design, and computerized simulation of synergism and antagonism in drug combination studies. Pharmacol Rev. 2006;58:621–681. doi: 10.1124/pr.58.3.10. [DOI] [PubMed] [Google Scholar]
  • 17.Schuetz JM, Johnson NA, Morin RD, Scott DW, Tan K, Ben Nierah S, Boyle M, Slack GW, Marra MA, Connors JM. BCL2 mutations in diffuse large B-cell lymphoma. Leukemia. 2012;26:1383–1390. doi: 10.1038/leu.2011.378. [DOI] [PubMed] [Google Scholar]
  • 18.Masir N, Campbell LJ, Jones M, Mason DY. Pseudonegative BCL2 protein expression in a t(14;18) translocation positive lymphoma cell line: a need for an alternative BCL2 antibody. Pathology. 2010;42:212–216. doi: 10.3109/00313021003631296. [DOI] [PubMed] [Google Scholar]
  • 19.Schraders M, de Jong D, Kluin P, Groenen P, van Krieken H. Lack of Bcl-2 expression in follicular lymphoma may be caused by mutations in the BCL2 gene or by absence of the t(14;18) translocation. J Pathol. 2005;205:329–335. doi: 10.1002/path.1689. [DOI] [PubMed] [Google Scholar]
  • 20.Klanova M, Andera L, Brazina J, Svadlenka J, Benesova S, Soukup J, Prukova D, Vejmelkova D, Jaksa R, Helman K. Targeting of BCL2 family proteins with ABT-199 and homoharringtonine reveals. Clin Cancer Res. 2016;22:1138–1149. doi: 10.1158/1078-0432.CCR-15-1191. [DOI] [PubMed] [Google Scholar]
  • 21.Wenzel SS, Grau M, Mavis C, Hailfinger S, Wolf A, Madle H, Deeb G, Dorken B, Thome M, Lenz P. MCL1 is deregulated in subgroups of diffuse large B-cell lymphoma. Leukemia. 2013;27:1381–1390. doi: 10.1038/leu.2012.367. [DOI] [PubMed] [Google Scholar]
  • 22.Li L, Pongtornpipat P, Tiutan T, Kendrick SL, Park S, Persky DO, Rimsza LM, Puvvada SD, Schatz JH. Synergistic induction of apoptosis in high-risk DLBCL by BCL2 inhibition with ABT-199 combined with pharmacologic loss of MCL1. Leukemia. 2015;29:1702–1712. doi: 10.1038/leu.2015.99. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.O'Steen S, Green DJ, Gopal AK, Orozco JJ, Kenoyer AL, Lin Y, Wilbur DS, Hamlin DK, Fisher DR, Hylarides MD. Venetoclax synergizes with radiotherapy for treatment of B cell lymphomas. Cancer Res. 2017;77(14):3885–3893. doi: 10.1158/0008-5472.CAN-17-0082. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Thompson RC, Vardinogiannis I, Gilmore TD. The sensitivity of diffuse large B-cell lymphoma cell lines to histone deacetylase inhibitor-induced apoptosis is modulated by BCL-2 family protein activity. PLoS One. 2013;8 doi: 10.1371/journal.pone.0062822. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Kloo B, Nagel D, Pfeifer M, Grau M, Duwel M, Vincendeau M, Dorken B, Lenz P, Lenz G, Krappmann D. Critical role of PI3K signaling for NF-kappaB-dependent survival in a subset of activated B-cell-like diffuse large B-cell lymphoma cells. Proc Natl Acad Sci U S A. 2011;108:272–277. doi: 10.1073/pnas.1008969108. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Yang C, Lu P, Lee FY, Chadburn A, Barrientos JC, Leonard JP, Ye F, Zhang D, Knowles DM, Wang YL. Tyrosine kinase inhibition in diffuse large B-cell lymphoma: molecular basis for antitumor activity and drug resistance of dasatinib. Leukemia. 2008;22:1755–1766. doi: 10.1038/leu.2008.163. [DOI] [PubMed] [Google Scholar]
  • 27.Tarantelli C, Gaudio E, Kwee I, Cascione L, Bernasconi E, Hillmann P, Stathis A, Stussi G, Fabbro D, Wicki A. The dual PI3K/mTOR inhibitor PQR309 has synergistic activity with other targeted agents in diffuse large B cell lymphomas. Blood. 2015;126 [Google Scholar]
  • 28.Ma J, Xing W, Coffey G, Dresser K, Lu K, Guo A, Raca G, Pandey A, Conley P, Yu H. Cerdulatinib, a novel dual SYK/JAK kinase inhibitor, has broad anti-tumor activity in both ABC and GCB types of diffuse large B cell lymphoma. Oncotarget. 2015;6:43881–43896. doi: 10.18632/oncotarget.6316. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Leshchenko VV, Kuo PY, Jiang Z, Thirukonda VK, Parekh S. Integrative genomic analysis of temozolomide resistance in diffuse large B-cell lymphoma. Clin Cancer Res. 2014;20:382–392. doi: 10.1158/1078-0432.CCR-13-0669. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Figure S1: Example of assaying ED50 in DLBCL cells.

Figure S2: Confirmation of BCL2 protein expression by Western blot analyses using alternative antibodies. BCL2 (7) recognizes epitope mapping to amino acids 49-179 of human BCL2, while BCL2 (E17) and BCL2 (SP66) react to peptide corresponding to amino acids 50-150 and N-terminus of human BCL2, respectively. The slice on Western blot between K422 and SU-DHL10 was due to removal of a cell line.

Figure S3: Cell viability of OCI-Ly3 and SUDHL10 under treatment by a single agent or various drug combinations at serial fixed ratios of their ED50 values.

mmc1.pptx (409KB, pptx)

Table S1: DLBCL Cell Lines and Their Molecular and Genetic Features

Table S2: Antibodies Used for Western Blot Analysis

Table S3: Summary of CI Values of Various Drug Combinations in DLBCL cell lines

mmc2.xlsx (28.4KB, xlsx)

Articles from Translational Oncology are provided here courtesy of Neoplasia Press

RESOURCES