Key Points
Venetoclax resistance involves reduced mitochondrial priming and changes in BCL-2 family protein expression.
Venetoclax-resistant cells retain sensitivity to immunotherapeutic treatments.
Visual Abstract
To our knowledge, venetoclax is the first example of personalized medicine for multiple myeloma (MM), with meaningful clinical activity as a monotherapy and in combination in patients with myeloma harboring the t(11:14) translocation. However, despite the high response rates and prolonged progression-free survival, a significant proportion of patients eventually relapse. Here, we aim to study adaptive molecular responses after the acquisition of venetoclax resistance in sensitive t(11:14) MM cell models. We therefore generated single-cell venetoclax-resistant t(11:14) MM cell lines and investigated the mechanisms contributing to resistance as well as the cells’ sensitivity to other treatments. Our data suggest that acquired resistance to venetoclax is characterized by reduced mitochondrial priming and changes in B-cell lymphoma-2 (BCL-2) family proteins’ expression in MM cells, conferring broad resistance to standard-of-care antimyeloma drugs. However, our results show that the resistant cells are still sensitive to immunotherapeutic treatments, highlighting the need to consider appropriate sequencing of these treatments after venetoclax-based regimens.
Introduction
The B-cell lymphoma-2 (BCL-2) family of proteins forms the crux of the mitochondrial apoptotic pathway. The dynamic interplay between antiapoptotic members and proapoptotic ligands is integral to controlling the apoptotic threshold of cells, and changes in this balance are frequently responsible for the evasion of apoptosis observed in cancer.1
Venetoclax binds competitively to the BCL2 homology 3 (BH3) domain of BCL2, restricting BCL2 from sequestering and inactivating proapoptotic proteins, leading to apoptotic cell death.2-4 Venetoclax paved the way for a biomarker-driven intervention in multiple myeloma (MM) based on its meaningful clinical activity as a monotherapy or in combination with other agents in patients with t(11;14)-positive relapsed/refractory MM.5-12 Several studies have attempted to understand the biology underlying this drug sensitivity, showing that numerous intrinsic and extrinsic factors contribute to the therapeutic response in t(11:14) MM cells. This subgroup of patients generally displays upregulated BCL-2 expression and higher BCL2/BCL2L1 and BCL2/myeloid cell leukemia-1 (MCL1) ratios.13,14 Moreover, other predictive factors, such as a B-cell–like epigenetic signature and energy metabolism, were identified as potential influencers of the response to venetoclax, even in the absence of t(11;14).14-16
Nonetheless, venetoclax is not universally effective across all patients with t(11;14), and resistance may manifest either de novo or during the progression of the disease, ultimately resulting in relapse. For instance, the occurrence of resistance to venetoclax in individuals with t(11;14) MM has been associated with the acquisition of canonical plasma cell transcription factors, along with copy number gains in MCL1 and BCL2L1, as well as structural rearrangements.12
In the BELLINI study, despite the significant improvement in progression-free survival in patients with t(11;14) compared with patients without the translocation and/or low BCL2 expression, a lack of improvement in overall survival with venetoclax was observed.7
Ongoing research is therefore crucial to address resistance issues and refine the optimal treatment timing and strategies. In a retrospective analysis by the Emory group, 32 patients who progressed on venetoclax were treated with the next line of therapy.17 The analysis suggests the benefits of using venetoclax earlier; however, the small sample size and the treatment heterogeneity indicate the need for additional studies to refine optimal treatment strategies.
Here, we aim to study adaptive molecular responses after acquisition of venetoclax resistance in t(11;14) MM cell models and investigate whether acquired venetoclax resistance could lead to global resistance to multiple subsequent anti-MM therapies, which in turn can explain the lack of overall survival benefit observed in the venetoclax-treated arm. We report that although standard-of-care agents, regardless of the mechanism of action, demonstrated a reduced ability to induce cell death in venetoclax-resistant cells, cytotoxicity was still observed with immunotherapeutic approaches.
Methods
Development of DTEP cells
Resistant clones were developed from the KMS12PE and KMS27 cell lines as previously described,18 with some changes. Briefly, a total of 1000 cells were plated in 96-well plates (1 cell per well) and continuously treated with 10× half maximal inhibitory concentration (IC50) of venetoclax. After 2 weeks of exposure, drug-tolerant expanded persister (DTEP) single-cell clones were selected and expanded. The DTEP clones were maintained in 100 nM venetoclax for 2 months. Parental and resistant clones were authenticated by Short Tandem Repeat (STR) analysis.
BH3 profiling
Cells were permeabilized with digitonin and exposed to BH3 peptides. Mitochondrial transmembrane potential loss was monitored using the JC-1 dye.
Cell viability assay
Cell viability was assessed using CellTiter-Glo Luminescent Cell Viability Assay (no. G7572; Promega).
B-cell maturation antigen (BCMA) chimeric antigen receptor (CAR) T-cell killing
A second-generation anti-BCMA CAR construct containing an anti-BCMA single-chain variable fragment was custom made at GenScript. CAR-T cell cytotoxic activity was assessed by lactate dehydrogenase (LDH) release using an LDH-Glo Cytotoxicity Assay kit (Promega).
Antibody-dependent cellular cytotoxicity (ADCC)
MM cells were stained with calcein AM (Invitrogen) and incubated with or without daratumumab (1 μg/mL). NK effector cells were added at different effector-to-target cell ratios. After a 3-hour incubation, the calcein released in the supernatant by dying tumor cells was measured using a fluorescence plate reader.
Written informed consent was obtained from the participant included in the study, in accordance with the Declaration of Helsinki.
Results
Acquired resistance to venetoclax in t(11;14) MM models is characterized by reduced mitochondrial priming and changes in BCL2-family protein expression
We modeled in vitro the development of an acquired venetoclax-tolerant/resistant phenotype in MM cells. We exposed t(11;14) venetoclax-sensitive myeloma cell lines (KMS12PE and KMS27) to high-dose venetoclax treatment and generated monoclonal DTEP clones from single cells (4-5 single cell clones for each cell line) (Figure 1A-B), characterized by threefold to 10-fold increase in IC50 compared with that in the parental cells (Figure 1C).
To determine whether venetoclax resistance in DTEP clones is mediated by genomic or transcriptional adaptation, we conducted whole-genome sequencing and RNA-seq analysis of the clones and compared them with the parental cell line. Parental and resistant cells did not show any shared difference in mutational frequency or copy number variation, including alterations in the BCL-2 gene, such as the Gly101Val mutation,19 1q21 gain, or 8p loss (supplemental Figure 1A-B).20 Moreover, each resistant clone had a unique transcriptomic signature with minimal overlap with the others’ (supplemental Figure 1C-D). Without any large differences to explain resistance, we hypothesized that it develops from alterations in the apoptosis pathway.
Antiapoptotic members of the BCL-2 family all perform a similar function, sequestering proapoptotic ligands. Targeting one can result in increased expression of other antiapoptotic members as a compensatory measure.21,22 We therefore evaluated the expression of proapoptotic (BIM, BID, BAD, PUMA, and NOXA), antiapoptotic (BCL2, MCL1, BCL-W, and BCL-XL), or pore-forming effectors (BAX and BAK) at the RNA and protein level. Although we did not detect consistent and statistically significant alterations in gene expression (supplemental Figure 1E-F), at the protein level, we observed a significant upregulation of antiapoptotic members across all clones in both cellular models, leading to an overall reduction in the BCL-2 ratio, particularly significant for MCL1 (Figure 2A-B). Furthermore, we observed increased binding and sequestration of BIM by MCL-1 in resistant clones than in parental cells (Figure 2C-D), including in the KMS27 cells, where the expression of BIM isoforms was detected. Because the downregulation of proapoptotic members is associated with the development of resistance to venetoclax,12,23,24 we evaluated their protein expression in our 2 cellular models. Among all proapoptotic members, PUMA was significantly downregulated in all the clones tested, suggesting a potential involvement of PUMA loss in the acquisition of venetoclax resistance (supplemental Figure 2).
To investigate how these differences affect apoptotic priming, we performed baseline BH3 profiling. In both cellular models, resistant clones exhibited a diminished response to the promiscuous peptides compared with parental cells, suggesting reduced mitochondrial priming and impaired apoptotic sensitivity in the resistant cells (Figure 2E-H).
In the KMS12PE model, comparable apoptotic responses were observed in the presence of the BCL-XL-peptide HRK; moreover, some resistant clones displayed heightened mitochondrial sensitivity to the MCL1 peptide MS-1, whereas others predominantly maintained rather than increased their mitochondrial sensitivity (Figure 2E-F). In the KMS27 model, although no heightened sensitivity to the MCL1 peptide was observed, there was a discernible trend toward increased sensitivity to the BCL-XL peptide, albeit not reaching statistical significance (Figure 2G-H).
Simultaneous inhibition of BCL2 antiapoptotic members overcomes acquired venetoclax resistance
We explored the impact of heightened MCL1 expression in fostering venetoclax resistance by using 2 different MCL1 antagonists. We noted a divergence in the response to MCL1 inhibition among different clones, with some maintaining sensitivity and others displaying increased resistance (Figure 3A). Next, resistant clones were exposed to increasing concentrations of venetoclax in the presence or absence of the MCL1 antagonist S63845. Although single inhibition did not rescue the resistant phenotype, combination with venetoclax synergistically inhibited MM cell growth (Figure 3B), inducing apoptosis (Figure 3E-F; supplemental Figure 3B). The synergistic interaction between the drugs was determined by calculating combination index values, demonstrating strong synergism (combination index <0.3) in the resistant cells (Figure 3D). Interestingly, dual BCL2 and BCL-xL inhibition (venetoclax plus A1155463) also resulted in synergistic activity (Figure 3C-E,G) compared with single inhibition (supplemental Figure 3A). Altogether, these data suggest that combined inhibition of BCL2 family members represents an effective strategy to overcome venetoclax resistance. However, the detection of significant toxicity with combination therapies observed in normal peripheral blood mononuclear cells (data not shown) suggests an unfavorable therapeutic index and the need for alternative therapeutic options.
Venetoclax-resistant clones displayed cross-resistance toward standard antimyeloma agents
Triggering apoptosis is a crucial mechanism for numerous anticancer agents. Consequently, we postulate that the diminished sensitivity to apoptosis in venetoclax-resistant clones could similarly affect their responsiveness to other chemotherapeutic agents, as suggested in other studies.23-25 In fact, we observed that, compared with parental cells, venetoclax-resistant clones displayed cross-resistance toward most standard-of-care anti-MM agents, including alkylating agents (melphalan and bendamustine), proteasome inhibitors (bortezomib and carfilzomib), and dexamethasone (Figure 4; supplemental Figure 4A-B). We additionally examined the impact of immunomodulatory drugs (lenalidomide and pomalidomide) on both parental and resistant clones. Although the parental cells exhibited intrinsic resistance to lenalidomide, we demonstrated that, in the resistant clones, the IC50 was achieved at an even higher dose (Figure 4B-D; supplemental Figure 4A-B). Moreover, combinations of these agents (eg, bortezomib plus dexamethasone or bortezomib plus lenalidomide) were also not effective in the resistant clones (supplemental Figure 4C-D), implying these therapies will not be as efficacious after the development of venetoclax resistance.
Immunotherapeutic strategies successfully overcome venetoclax resistance
Because immunotherapies do not rely exclusively on traditional apoptotic signaling to mediate cell death, we further investigated the efficacy of immunotherapeutic approaches to overcome venetoclax resistance. Anti-CD38 antibody induced a similar extent of antibody-mediated cellular cytotoxicity in both parental and resistant clones (Figure 5A). Similarly, we observed comparable cytotoxicity of BCMA CAR-T cells between parental and venetoclax-resistant clones (Figure 5B-C). We further investigated the ability of CAR-T cells to overcome venetoclax resistance ex vivo in primary MM cells obtained from a patient with t(11;14) MM progressing on venetoclax, carfilzomib, and dexamethasone combination. We confirmed the ability of BCMA CAR-T cells to induce significant cytotoxicity in vitro against these primary resistant MM cells (Figure 5D). Importantly, the patient was subsequently treated with the commercial cilta-cel product and achieved a complete response in 2 months (Figure 5E), confirming the efficacy of BCMA CAR-T cells in overcoming venetoclax resistance.
Discussion
Understanding and addressing the heterogeneity in mechanisms of resistance is crucial for developing strategies to overcome or prevent resistance to venetoclax, thereby enhancing the long-term effectiveness of this targeted therapy in cancer treatment. Our research aligns with a growing body of evidence indicating heterogeneity in the mechanisms involved in intrinsic and acquired resistance to venetoclax. These include mutations in BCL2 or BAX, upregulation of MCL1 due to chromosome 1 amplification or NF-κB activation, and downregulation of PUMA or NOXA.19,23,26-31
We found that MCL1 and PUMA protein levels were recurrently affected in all the clones with acquired resistance to venetoclax, providing a potential molecular explanation for the reduction in priming after the acquisition of resistance. However, despite its substantial elevation in all resistant cell lines, MCL1 protein levels did not serve as a distinguishing factor for responders to the MCL1 inhibitor. Indeed, we noted a divergence in the response to MCL1 inhibition among different clones, with some maintaining sensitivity and others displaying increased resistance, consistent with recent findings by Thomalla et al.23
Although the molecular mechanisms driving intrinsic and extrinsic resistance appear to be distinct, an altered expression of the antiapoptotic regulators MCL1 and BCL-XL in MM cells was a common factor contributing to primary resistance to venetoclax in MM cells, irrespective of the presence of t(11:14).14,32-36 Attacking this mutual interplay through coinhibition of BCL-2 with MCL-1 or BCL-XL demonstrated robust synergistic activity in preclinical studies.22,26,37 In our investigation, we observed a synergistic effect of venetoclax when combined with MCL1 or BCL-XL antagonists, effectively impeding growth and inducing apoptosis in resistant cells.
Importantly, we show that venetoclax resistance displayed cross-resistance toward DNA-damaging drugs and other agents used in MM therapy. The diminished effectiveness of most standard antimyeloma agents after venetoclax resistance acquisition indicates that although venetoclax-specific mechanisms may be involved, broad resistance to anticancer agents results from a general selection for reduced apoptotic signaling. These data suggest using venetoclax at a later stage of the disease, after conventional agents are used. Therefore, further investigation in patients experiencing progression while on venetoclax is warranted.
Notably, assessing drug sensitivity in resistant clones after venetoclax discontinuation revealed the reacquisition of drug sensitivity (data not shown). This suggests the possibility of implementing a limited-duration or intermittent schedule for venetoclax therapy to prevent the emergence of resistance and achieve remission in patients.
Because resistance mechanisms to venetoclax involve regulators of the intrinsic apoptotic pathway, therapeutic approaches not relying exclusively on traditional apoptotic signaling to mediate cell death, such as immunotherapies, have the potential to be effective in the context of acquired resistance to venetoclax. Here, we demonstrated that resistant cells remain sensitive to both antibody-based and cellular immunotherapies. This was also confirmed ex vivo in primary MM cells obtained from a patient with t(11;14) MM progressing on venetoclax, carfilzomib, and dexamethasone combination. Our data, implying the use of immunotherapies to overcome venetoclax resistance, complement the promising early results observed in patients with relapsed/refractory MM treated with a combination of daratumumab and venetoclax.9,38 Although we acknowledge the importance of expanding the patient cohort for a more exhaustive interpretation, our data still offer crucial translational insights and may also be applicable to a non-t(11;14) setting.
In conclusion, our results demonstrate continued sensitivity to immunotherapeutic treatments despite the acquisition of resistance to venetoclax in myeloma cells and highlight the need to consider appropriate sequencing of these treatments after venetoclax-based regimens.
Acknowledgments
The authors thank Christina Usher for comments on the manuscript and Jeremy A. Ryan for sharing reagents and expertise for the BH3 profiling.
This study was supported by the National Institutes of Health (NIH)/National Cancer Institute (NCI) P01 grant (CA155258-10 [M.F., N.M., and K.A.]); a Department of Veterans Affairs I01 grant (BX001584-09 [N.M.]); a NIH/NCI R01 grant (CA207237-05) and a Paula and Rodger Riney Foundation grant (K.A.); and an NIH/NCI SPORE grant (P50-CA100707-18 [N.M. and K.A]).
Authorship
Contribution: M.F. and N.C.M. designed and conducted the study and wrote the manuscript; S. Deng performed the experiments and analyzed the data; S. Derebail generated the drug-tolerant expanded persister clones; V.J.W. and J.F.N helped with the experiments and performed gene expression analysis; E.M.-M. applied natural killer cells and guided the antibody-dependent cellular cytotoxicity experiment; M.C., M.S., and R.P. performed the CAR T-cell experiment; G.G., C.C., P.K., T.D., and Y.Y. helped with the cell culture and immunoprecipitation; A.A.S. and M.K.S. analyzed the gene expression data; A.G., L.Q., and K.C.A. provided critical evaluation of experimental data and the manuscript; and all authors critically reviewed and approved the manuscript before submission.
Conflict-of-interest disclosure: K.C.A. has received consulting fees from Bristol Myers Squibb (BMS), Celgene, Gilead, Johnson & Johnson Innovative Medicine, Precision Biosciences, Sanofi-Aventis, Takeda, and Tolero; and serves on the board of directors of, and has stock options in, OncoPep. N.C.M. is a consultant for BMS, Johnson & Johnson Innovative Medicine, OncoPep, Amgen, Karyopharm, Legend, AbbVie, Takeda, and GlaxoSmithKline (GSK); and serves on the board of directors of, and stock options in, OncoPep. M.K.S is a consultant for AbbVie and serves as an advisor for NCGM. The remaining authors declare no competing financial interests.
Correspondence: Mariateresa Fulciniti, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA; email: [email protected]; and Nikhil C. Munshi, Dana-Farber Cancer Institute, 450 Brookline Ave, Boston, MA 02215.
References
Author notes
M.F. and N.C.M. contributed equally to this study.
Sequencing data have been deposited in the Gene Expression Omnibus database (accession number GSE269245).
Data are available on request from the corresponding author, Mariateresa Fulciniti ([email protected]).
The full-text version of this article contains a data supplement.